[Met_help] [rt.rap.ucar.edu #98517] History for Request for plotting scripts

John Halley Gotway via RT met_help at ucar.edu
Tue Feb 9 09:42:01 MST 2021


----------------------------------------------------------------
  Initial Request
----------------------------------------------------------------

Dear MET_HELP,

I'm facing issues with plotting Rscripts (plot_cnt.R, plot_mpr.R,
mode_summary.R and mode_quilt_plot.R) which are available on web are not
valid for latest versions of METv9.1. Please send me the updated list of
plotting Rscripts and update same on the website as well. Prompt reply will
be appreciated.
*     Regards*
===========================================
      HARVIR SINGH  / हरवीर सिंह
      Project Scientist- 'C' / परियोजना वैज्ञानिक 'स'
      National Centre for Medium Range Weather Forecasting / राष्‍ट्रीय
मध्यम अवधि मौसम पूर्वानुमान केन्द्र
      (Ministry of Earth Sciences/पृथ्वी विज्ञान मंत्रालय )
      A-50, Sector-62, NOIDA / ए-50, खण्ड-62 नोएडा,
      UTTAR PRADESH /उत्तर प्रदेश
      INDIA/ भारत
      harvir at ncmrwf.gov.in,
      Contact +91-120-2419443 (O), extn. 443
      Mobile No. +91-9540042780
      http://www.harvir007.webs.com
===========================================


----------------------------------------------------------------
  Complete Ticket History
----------------------------------------------------------------

Subject: Request for plotting scripts
From: John Halley Gotway
Time: Wed Feb 03 11:55:09 2021

Hello Harvir,

I see that you've found that the sample R scripts on the MET website (
http://dtcenter.org/community-code/model-evaluation-tools-met/sample-
analysis-scripts)
do NOT work for MET version 9.1.

Looking at those scripts, I see that they haven't been updated since
MET
version 6.0. Unfortunately, those scripts contain hard-coded column
header
names!  And if those hard-coded headers do not match the version of
the
data you're processing, you'll get unexpected results.

I'm a bit torn on how to address this issue. Big picture, the
METplotpy
repository (https://github.com/dtcenter/METplotpy) is intended to
replace
our use of R for plotting output from MET. That being said, there is
no
exact replacement for this Rscript. So I don't have an easy python
alternative to send you.

Let's test this way. I just updated plot_cnt.R to parse the version
from
the data being read. Then it grabs the headers for that version from
the
MET installation directory. This requires you to define:
-met_base on the command line... or ... MET_BASE as an environment
variable.
You should define that as {MET INSTALLATION DIRECTORY}/share/met.

I tested it like this:
Rscript new/plot_cnt.R out/point_stat/*.stat  -met_base
/Volumes/d1/projects/MET/MET_development/MET-develop/met/share/met

Once you confirm that this version works for you, I'll post it to the
MET
website and update the other Rscripts in a similar fashion.

Thanks,
John Halley Gotway

On Tue, Feb 2, 2021 at 10:31 PM HARVIR SINGH via RT
<met_help at ucar.edu>
wrote:

>
> Tue Feb 02 22:30:37 2021: Request 98517 was acted upon.
> Transaction: Ticket created by harviriitkgp at gmail.com
>        Queue: met_help
>      Subject: Request for plotting scripts
>        Owner: Nobody
>   Requestors: harviriitkgp at gmail.com
>       Status: new
>  Ticket <URL:
https://rt.rap.ucar.edu/rt/Ticket/Display.html?id=98517 >
>
>
> Dear MET_HELP,
>
> I'm facing issues with plotting Rscripts (plot_cnt.R, plot_mpr.R,
> mode_summary.R and mode_quilt_plot.R) which are available on web are
not
> valid for latest versions of METv9.1. Please send me the updated
list of
> plotting Rscripts and update same on the website as well. Prompt
reply will
> be appreciated.
> *     Regards*
> ===========================================
>       HARVIR SINGH  / हरवीर सिंह
>       Project Scientist- 'C' / परियोजना वैज्ञानिक 'स'
>       National Centre for Medium Range Weather Forecasting /
राष्‍ट्रीय
> मध्यम अवधि मौसम पूर्वानुमान केन्द्र
>       (Ministry of Earth Sciences/पृथ्वी विज्ञान मंत्रालय )
>       A-50, Sector-62, NOIDA / ए-50, खण्ड-62 नोएडा,
>       UTTAR PRADESH /उत्तर प्रदेश
>       INDIA/ भारत
>       harvir at ncmrwf.gov.in,
>       Contact +91-120-2419443 (O), extn. 443
>       Mobile No. +91-9540042780
>       http://www.harvir007.webs.com
> ===========================================
>
>

------------------------------------------------
Subject: Request for plotting scripts
From: John Halley Gotway
Time: Wed Feb 03 12:25:29 2021

Harvir,

I just went ahead and updated both plot_cnt.R and plot_mpr.R on this
page:
http://dtcenter.org/community-code/model-evaluation-tools-met/sample-
analysis-scripts

They both now require either the -met_base command line option or that
the
MET_BASE environment variable be set.

Note that the 2 MODE plotting scripts DO NOT need to be updated since
the
obj.txt files they parse already include a full header line. So they
should
work as is, with no changes.

Please let me know if you find something different.

Thanks,
John

On Wed, Feb 3, 2021 at 11:54 AM John Halley Gotway <johnhg at ucar.edu>
wrote:

> Hello Harvir,
>
> I see that you've found that the sample R scripts on the MET website
(
> http://dtcenter.org/community-code/model-evaluation-tools-
met/sample-analysis-scripts)
> do NOT work for MET version 9.1.
>
> Looking at those scripts, I see that they haven't been updated since
MET
> version 6.0. Unfortunately, those scripts contain hard-coded column
header
> names!  And if those hard-coded headers do not match the version of
the
> data you're processing, you'll get unexpected results.
>
> I'm a bit torn on how to address this issue. Big picture, the
METplotpy
> repository (https://github.com/dtcenter/METplotpy) is intended to
replace
> our use of R for plotting output from MET. That being said, there is
no
> exact replacement for this Rscript. So I don't have an easy python
> alternative to send you.
>
> Let's test this way. I just updated plot_cnt.R to parse the version
from
> the data being read. Then it grabs the headers for that version from
the
> MET installation directory. This requires you to define:
> -met_base on the command line... or ... MET_BASE as an environment
> variable.
> You should define that as {MET INSTALLATION DIRECTORY}/share/met.
>
> I tested it like this:
> Rscript new/plot_cnt.R out/point_stat/*.stat  -met_base
> /Volumes/d1/projects/MET/MET_development/MET-develop/met/share/met
>
> Once you confirm that this version works for you, I'll post it to
the MET
> website and update the other Rscripts in a similar fashion.
>
> Thanks,
> John Halley Gotway
>
> On Tue, Feb 2, 2021 at 10:31 PM HARVIR SINGH via RT
<met_help at ucar.edu>
> wrote:
>
>>
>> Tue Feb 02 22:30:37 2021: Request 98517 was acted upon.
>> Transaction: Ticket created by harviriitkgp at gmail.com
>>        Queue: met_help
>>      Subject: Request for plotting scripts
>>        Owner: Nobody
>>   Requestors: harviriitkgp at gmail.com
>>       Status: new
>>  Ticket <URL:
https://rt.rap.ucar.edu/rt/Ticket/Display.html?id=98517 >
>>
>>
>> Dear MET_HELP,
>>
>> I'm facing issues with plotting Rscripts (plot_cnt.R, plot_mpr.R,
>> mode_summary.R and mode_quilt_plot.R) which are available on web
are not
>> valid for latest versions of METv9.1. Please send me the updated
list of
>> plotting Rscripts and update same on the website as well. Prompt
reply
>> will
>> be appreciated.
>> *     Regards*
>> ===========================================
>>       HARVIR SINGH  / हरवीर सिंह
>>       Project Scientist- 'C' / परियोजना वैज्ञानिक 'स'
>>       National Centre for Medium Range Weather Forecasting /
राष्‍ट्रीय
>> मध्यम अवधि मौसम पूर्वानुमान केन्द्र
>>       (Ministry of Earth Sciences/पृथ्वी विज्ञान मंत्रालय )
>>       A-50, Sector-62, NOIDA / ए-50, खण्ड-62 नोएडा,
>>       UTTAR PRADESH /उत्तर प्रदेश
>>       INDIA/ भारत
>>       harvir at ncmrwf.gov.in,
>>       Contact +91-120-2419443 (O), extn. 443
>>       Mobile No. +91-9540042780
>>       http://www.harvir007.webs.com
>> ===========================================
>>
>>

------------------------------------------------
Subject: Request for plotting scripts
From: HARVIR SINGH
Time: Sat Feb 06 09:28:04 2021

Hello Dr. John,

Sorry for the late reply,
Actually the plot_cnt.R provided by you is not working for me. and
giving
me the following error...

[1] "Found: 1 CNT lines"
[1] "Reading:
../output/INDIA/gfs_jjas/20200809/grid_stat_GFS-
dmo_APCP_240000L_20200809_223000V_cnt.txt"
[1] "Found: 1 CNT lines"
[1] "Reading:
../output/INDIA/gfs_jjas/20200809/grid_stat_GFS-
dmo_APCP_480000L_20200809_223000V_cnt.txt"
[1] "Found: 1 CNT lines"
[1] "Reading:
../output/INDIA/gfs_jjas/20200809/grid_stat_GFS-
dmo_APCP_720000L_20200809_223000V_cnt.txt"
[1] "Found: 1 CNT lines"
[1] "Reading:
../output/INDIA/gfs_jjas/20200809/grid_stat_GFS-
dmo_APCP_960000L_20200809_223000V_cnt.txt"
[1] "Found: 1 CNT lines"
[1] "Reading:
../output/INDIA/gfs_jjas/20200809/grid_stat_GFS-
exp_APCP_1200000L_20200809_223000V_cnt.txt"
[1] "Found: 1 CNT lines"
[1] "Reading:
../output/INDIA/gfs_jjas/20200809/grid_stat_GFS-
exp_APCP_240000L_20200809_223000V_cnt.txt"
[1] "Found: 1 CNT lines"
[1] "Reading:
../output/INDIA/gfs_jjas/20200809/grid_stat_GFS-
exp_APCP_480000L_20200809_223000V_cnt.txt"
[1] "Found: 1 CNT lines"
[1] "Reading:
../output/INDIA/gfs_jjas/20200809/grid_stat_GFS-
exp_APCP_720000L_20200809_223000V_cnt.txt"
[1] "Found: 1 CNT lines"
[1] "Reading:
../output/INDIA/gfs_jjas/20200809/grid_stat_GFS-
exp_APCP_960000L_20200809_223000V_cnt.txt"
[1] "Found: 1 CNT lines"
Error in strsplit(data[1, 1], "\\.") : non-character argument
Calls: unlist -> strsplit
Execution halted


Then I tried to update the old script and it's updated (Version 9.1)
successfully for me. I'm attaching my updated version
(plot_cnt_harvir.R)
and my MET OUTPUT files. You can update the website if my Rscripts is
working for you.

*     Regards*
===========================================
      HARVIR SINGH  / हरवीर सिंह
      Project Scientist- 'C' / परियोजना वैज्ञानिक 'स'
      National Centre for Medium Range Weather Forecasting /
राष्‍ट्रीय
मध्यम अवधि मौसम पूर्वानुमान केन्द्र
      (Ministry of Earth Sciences/पृथ्वी विज्ञान मंत्रालय )
      A-50, Sector-62, NOIDA / ए-50, खण्ड-62 नोएडा,
      UTTAR PRADESH /उत्तर प्रदेश
      INDIA/ भारत
      harvir at ncmrwf.gov.in,
      Contact +91-120-2419443 (O), extn. 443
      Mobile No. +91-9540042780
      http://www.harvir007.webs.com
===========================================


On Thu, Feb 4, 2021 at 12:25 AM John Halley Gotway via RT
<met_help at ucar.edu>
wrote:

> Hello Harvir,
>
> I see that you've found that the sample R scripts on the MET website
(
>
> http://dtcenter.org/community-code/model-evaluation-tools-
met/sample-analysis-scripts
> )
> do NOT work for MET version 9.1.
>
> Looking at those scripts, I see that they haven't been updated since
MET
> version 6.0. Unfortunately, those scripts contain hard-coded column
header
> names!  And if those hard-coded headers do not match the version of
the
> data you're processing, you'll get unexpected results.
>
> I'm a bit torn on how to address this issue. Big picture, the
METplotpy
> repository (https://github.com/dtcenter/METplotpy) is intended to
replace
> our use of R for plotting output from MET. That being said, there is
no
> exact replacement for this Rscript. So I don't have an easy python
> alternative to send you.
>
> Let's test this way. I just updated plot_cnt.R to parse the version
from
> the data being read. Then it grabs the headers for that version from
the
> MET installation directory. This requires you to define:
> -met_base on the command line... or ... MET_BASE as an environment
> variable.
> You should define that as {MET INSTALLATION DIRECTORY}/share/met.
>
> I tested it like this:
> Rscript new/plot_cnt.R out/point_stat/*.stat  -met_base
> /Volumes/d1/projects/MET/MET_development/MET-develop/met/share/met
>
> Once you confirm that this version works for you, I'll post it to
the MET
> website and update the other Rscripts in a similar fashion.
>
> Thanks,
> John Halley Gotway
>
> On Tue, Feb 2, 2021 at 10:31 PM HARVIR SINGH via RT
<met_help at ucar.edu>
> wrote:
>
> >
> > Tue Feb 02 22:30:37 2021: Request 98517 was acted upon.
> > Transaction: Ticket created by harviriitkgp at gmail.com
> >        Queue: met_help
> >      Subject: Request for plotting scripts
> >        Owner: Nobody
> >   Requestors: harviriitkgp at gmail.com
> >       Status: new
> >  Ticket <URL:
https://rt.rap.ucar.edu/rt/Ticket/Display.html?id=98517 >
> >
> >
> > Dear MET_HELP,
> >
> > I'm facing issues with plotting Rscripts (plot_cnt.R, plot_mpr.R,
> > mode_summary.R and mode_quilt_plot.R) which are available on web
are not
> > valid for latest versions of METv9.1. Please send me the updated
list of
> > plotting Rscripts and update same on the website as well. Prompt
reply
> will
> > be appreciated.
> > *     Regards*
> > ===========================================
> >       HARVIR SINGH  / हरवीर सिंह
> >       Project Scientist- 'C' / परियोजना वैज्ञानिक 'स'
> >       National Centre for Medium Range Weather Forecasting /
राष्‍ट्रीय
> > मध्यम अवधि मौसम पूर्वानुमान केन्द्र
> >       (Ministry of Earth Sciences/पृथ्वी विज्ञान मंत्रालय )
> >       A-50, Sector-62, NOIDA / ए-50, खण्ड-62 नोएडा,
> >       UTTAR PRADESH /उत्तर प्रदेश
> >       INDIA/ भारत
> >       harvir at ncmrwf.gov.in,
> >       Contact +91-120-2419443 (O), extn. 443
> >       Mobile No. +91-9540042780
> >       http://www.harvir007.webs.com
> > ===========================================
> >
> >
>
>

------------------------------------------------
Subject: Request for plotting scripts
From: HARVIR SINGH
Time: Sat Feb 06 09:28:04 2021

VERSION MODEL   DESC FCST_LEAD FCST_VALID_BEG  FCST_VALID_END
OBS_LEAD OBS_VALID_BEG   OBS_VALID_END   FCST_VAR FCST_UNITS FCST_LEV
OBS_VAR OBS_UNITS OBS_LEV OBTYPE VX_MASK INTERP_MTHD INTERP_PNTS
FCST_THRESH OBS_THRESH COV_THRESH ALPHA LINE_TYPE TOTAL FBAR
FBAR_NCL FBAR_NCU FBAR_BCL FBAR_BCU FSTDEV  FSTDEV_NCL FSTDEV_NCU
FSTDEV_BCL FSTDEV_BCU OBAR    OBAR_NCL OBAR_NCU OBAR_BCL OBAR_BCU
OSTDEV   OSTDEV_NCL OSTDEV_NCU OSTDEV_BCL OSTDEV_BCU PR_CORR
PR_CORR_NCL PR_CORR_NCU PR_CORR_BCL PR_CORR_BCU SP_CORR KT_CORR RANKS
FRANK_TIES ORANK_TIES ME       ME_NCL   ME_NCU    ME_BCL ME_BCU ESTDEV
ESTDEV_NCL ESTDEV_NCU ESTDEV_BCL ESTDEV_BCU MBIAS   MBIAS_BCL
MBIAS_BCU MAE      MAE_BCL MAE_BCU MSE       MSE_BCL MSE_BCU BCMSE
BCMSE_BCL BCMSE_BCU RMSE     RMSE_BCL RMSE_BCU E10       E10_BCL
E10_BCU E25      E25_BCL E25_BCU E50      E50_BCL E50_BCU E75
E75_BCL E75_BCU E90      E90_BCL E90_BCU EIQR    EIQR_BCL EIQR_BCU MAD
MAD_BCL MAD_BCU ANOM_CORR ANOM_CORR_NCL ANOM_CORR_NCU ANOM_CORR_BCL
ANOM_CORR_BCU ME2      ME2_BCL ME2_BCU MSESS   MSESS_BCL MSESS_BCU
RMSFA RMSFA_BCL RMSFA_BCU RMSOA RMSOA_BCL RMSOA_BCU ANOM_CORR_UNCNTR
ANOM_CORR_UNCNTR_BCL ANOM_CORR_UNCNTR_BCU
V9.1    GFS-dmo NA   240000    20200802_223000 20200802_223000 240000
20200802_223000 20200802_223000 APCP     kg/m^2     A24      APCP
kg/m^2    A24     IMERG  FULL    NEAREST     1           NA
NA         NA         0.05  CNT       96621 10.23496 10.14485 10.32507
NA       NA 14.2909   14.22746    14.3549         NA         NA
10.4467 10.32248 10.57091       NA       NA 19.69954    19.6121
19.78776         NA         NA 0.49104     0.48624     0.49581
NA          NA      NA      NA     0          0          0 -0.21174
-0.32379 -0.099682     NA     NA 17.77142   17.69254   17.85101
NA         NA 0.97973        NA        NA 10.06779      NA      NA
315.86493      NA      NA 315.8201        NA        NA 17.77259
NA       NA -18.06552      NA      NA -2.54886      NA      NA
0.095741      NA      NA 5.53696      NA      NA 16.02569      NA
NA 8.08582       NA       NA 4.20157      NA      NA        NA
NA            NA            NA            NA 0.044833      NA      NA
0.18607        NA        NA    NA        NA        NA    NA        NA
NA               NA                   NA                   NA

------------------------------------------------
Subject: Request for plotting scripts
From: HARVIR SINGH
Time: Sat Feb 06 09:28:04 2021

VERSION MODEL   DESC FCST_LEAD FCST_VALID_BEG  FCST_VALID_END
OBS_LEAD OBS_VALID_BEG   OBS_VALID_END   FCST_VAR FCST_UNITS FCST_LEV
OBS_VAR OBS_UNITS OBS_LEV OBTYPE VX_MASK INTERP_MTHD INTERP_PNTS
FCST_THRESH OBS_THRESH COV_THRESH ALPHA LINE_TYPE TOTAL FBAR
FBAR_NCL FBAR_NCU FBAR_BCL FBAR_BCU FSTDEV FSTDEV_NCL FSTDEV_NCU
FSTDEV_BCL FSTDEV_BCU OBAR     OBAR_NCL OBAR_NCU OBAR_BCL OBAR_BCU
OSTDEV   OSTDEV_NCL OSTDEV_NCU OSTDEV_BCL OSTDEV_BCU PR_CORR
PR_CORR_NCL PR_CORR_NCU PR_CORR_BCL PR_CORR_BCU SP_CORR KT_CORR RANKS
FRANK_TIES ORANK_TIES ME       ME_NCL   ME_NCU   ME_BCL ME_BCU ESTDEV
ESTDEV_NCL ESTDEV_NCU ESTDEV_BCL ESTDEV_BCU MBIAS   MBIAS_BCL
MBIAS_BCU MAE      MAE_BCL MAE_BCU MSE       MSE_BCL MSE_BCU BCMSE
BCMSE_BCL BCMSE_BCU RMSE     RMSE_BCL RMSE_BCU E10       E10_BCL
E10_BCU E25      E25_BCL E25_BCU E50 E50_BCL E50_BCU E75     E75_BCL
E75_BCU E90      E90_BCL E90_BCU EIQR    EIQR_BCL EIQR_BCU MAD
MAD_BCL MAD_BCU ANOM_CORR ANOM_CORR_NCL ANOM_CORR_NCU ANOM_CORR_BCL
ANOM_CORR_BCU ME2     ME2_BCL ME2_BCU MSESS   MSESS_BCL MSESS_BCU
RMSFA RMSFA_BCL RMSFA_BCU RMSOA RMSOA_BCL RMSOA_BCU ANOM_CORR_UNCNTR
ANOM_CORR_UNCNTR_BCL ANOM_CORR_UNCNTR_BCU
V9.1    GFS-dmo NA   240000    20200804_223000 20200804_223000 240000
20200804_223000 20200804_223000 APCP     kg/m^2     A24      APCP
kg/m^2    A24     IMERG  FULL    NEAREST     1           NA
NA         NA         0.05  CNT       96621 13.20451 13.06729 13.34173
NA       NA 21.762    21.6654   21.85946         NA         NA
15.96575 15.77021 16.16129       NA       NA 31.01115    30.8735
31.15004         NA         NA 0.42886      0.4237     0.43399
NA          NA      NA      NA     0          0          0 -2.76124
-2.94576 -2.57671     NA     NA 29.26486   29.13496   29.39593
NA         NA 0.82705        NA        NA 13.82633      NA      NA
864.04753      NA      NA 856.4231        NA        NA 29.39469
NA       NA -25.41309      NA      NA -4.24174      NA      NA   0
NA      NA 5.14579      NA      NA 15.66567      NA      NA 9.38753
NA       NA 4.77719      NA      NA        NA            NA
NA            NA            NA 7.62443      NA      NA 0.10153
NA        NA    NA        NA        NA    NA        NA        NA
NA                   NA                   NA

------------------------------------------------
Subject: Request for plotting scripts
From: HARVIR SINGH
Time: Sat Feb 06 09:28:04 2021

VERSION MODEL   DESC FCST_LEAD FCST_VALID_BEG  FCST_VALID_END
OBS_LEAD OBS_VALID_BEG   OBS_VALID_END   FCST_VAR FCST_UNITS FCST_LEV
OBS_VAR OBS_UNITS OBS_LEV OBTYPE VX_MASK INTERP_MTHD INTERP_PNTS
FCST_THRESH OBS_THRESH COV_THRESH ALPHA LINE_TYPE TOTAL FBAR
FBAR_NCL FBAR_NCU FBAR_BCL FBAR_BCU FSTDEV   FSTDEV_NCL FSTDEV_NCU
FSTDEV_BCL FSTDEV_BCU OBAR    OBAR_NCL OBAR_NCU OBAR_BCL OBAR_BCU
OSTDEV   OSTDEV_NCL OSTDEV_NCU OSTDEV_BCL OSTDEV_BCU PR_CORR
PR_CORR_NCL PR_CORR_NCU PR_CORR_BCL PR_CORR_BCU SP_CORR KT_CORR RANKS
FRANK_TIES ORANK_TIES ME      ME_NCL  ME_NCU  ME_BCL ME_BCU ESTDEV
ESTDEV_NCL ESTDEV_NCU ESTDEV_BCL ESTDEV_BCU MBIAS   MBIAS_BCL
MBIAS_BCU MAE      MAE_BCL MAE_BCU MSE       MSE_BCL MSE_BCU BCMSE
BCMSE_BCL BCMSE_BCU RMSE     RMSE_BCL RMSE_BCU E10       E10_BCL
E10_BCU E25      E25_BCL E25_BCU E50     E50_BCL E50_BCU E75
E75_BCL E75_BCU E90      E90_BCL E90_BCU EIQR    EIQR_BCL EIQR_BCU MAD
MAD_BCL MAD_BCU ANOM_CORR ANOM_CORR_NCL ANOM_CORR_NCU ANOM_CORR_BCL
ANOM_CORR_BCU ME2     ME2_BCL ME2_BCU MSESS     MSESS_BCL MSESS_BCU
RMSFA RMSFA_BCL RMSFA_BCU RMSOA RMSOA_BCL RMSOA_BCU ANOM_CORR_UNCNTR
ANOM_CORR_UNCNTR_BCL ANOM_CORR_UNCNTR_BCU
V9.1    GFS-dmo NA   240000    20200801_223000 20200801_223000 240000
20200801_223000 20200801_223000 APCP     kg/m^2     A24      APCP
kg/m^2    A24     IMERG  FULL    NEAREST     1           NA
NA         NA         0.05  CNT       96621 9.8712  9.79029  9.95211
NA       NA 12.83233   12.77537    12.8898         NA         NA
9.37304  9.25893  9.48714       NA       NA 18.09673   18.01641
18.17778         NA         NA  0.3203     0.31463     0.32595
NA          NA      NA      NA     0          0          0 0.49816
0.38132 0.61501     NA     NA 18.53095   18.44869   18.61394
NA         NA 1.05315        NA        NA 10.57785      NA      NA
343.64061      NA      NA 343.39244        NA        NA 18.53755
NA       NA -16.88062      NA      NA -2.06787      NA      NA 0.29736
NA      NA 6.95948      NA      NA 17.93617      NA      NA 9.02734
NA       NA 4.67858      NA      NA        NA            NA
NA            NA            NA 0.24817      NA      NA -0.049311
NA        NA    NA        NA        NA    NA        NA        NA
NA                   NA                   NA

------------------------------------------------
Subject: Request for plotting scripts
From: HARVIR SINGH
Time: Sat Feb 06 09:28:04 2021

VERSION MODEL   DESC FCST_LEAD FCST_VALID_BEG  FCST_VALID_END
OBS_LEAD OBS_VALID_BEG   OBS_VALID_END   FCST_VAR FCST_UNITS FCST_LEV
OBS_VAR OBS_UNITS OBS_LEV OBTYPE VX_MASK INTERP_MTHD INTERP_PNTS
FCST_THRESH OBS_THRESH COV_THRESH ALPHA LINE_TYPE TOTAL FBAR
FBAR_NCL FBAR_NCU FBAR_BCL FBAR_BCU FSTDEV   FSTDEV_NCL FSTDEV_NCU
FSTDEV_BCL FSTDEV_BCU OBAR     OBAR_NCL OBAR_NCU OBAR_BCL OBAR_BCU
OSTDEV   OSTDEV_NCL OSTDEV_NCU OSTDEV_BCL OSTDEV_BCU PR_CORR
PR_CORR_NCL PR_CORR_NCU PR_CORR_BCL PR_CORR_BCU SP_CORR KT_CORR RANKS
FRANK_TIES ORANK_TIES ME       ME_NCL   ME_NCU  ME_BCL ME_BCU ESTDEV
ESTDEV_NCL ESTDEV_NCU ESTDEV_BCL ESTDEV_BCU MBIAS   MBIAS_BCL
MBIAS_BCU MAE      MAE_BCL MAE_BCU MSE      MSE_BCL MSE_BCU BCMSE
BCMSE_BCL BCMSE_BCU RMSE     RMSE_BCL RMSE_BCU E10       E10_BCL
E10_BCU E25      E25_BCL E25_BCU E50 E50_BCL E50_BCU E75     E75_BCL
E75_BCU E90     E90_BCL E90_BCU EIQR    EIQR_BCL EIQR_BCU MAD
MAD_BCL MAD_BCU ANOM_CORR ANOM_CORR_NCL ANOM_CORR_NCU ANOM_CORR_BCL
ANOM_CORR_BCU ME2     ME2_BCL ME2_BCU MSESS   MSESS_BCL MSESS_BCU
RMSFA RMSFA_BCL RMSFA_BCU RMSOA RMSOA_BCL RMSOA_BCU ANOM_CORR_UNCNTR
ANOM_CORR_UNCNTR_BCL ANOM_CORR_UNCNTR_BCU
V9.1    GFS-dmo NA   240000    20200803_223000 20200803_223000 240000
20200803_223000 20200803_223000 APCP     kg/m^2     A24      APCP
kg/m^2    A24     IMERG  FULL    NEAREST     1           NA
NA         NA         0.05  CNT       96621 11.72927 11.61859 11.83994
NA       NA 17.55234   17.47443   17.63095         NA         NA
14.47054 14.31225 14.62882       NA       NA 25.10283   24.99141
25.21526         NA         NA 0.48289     0.47804     0.48771
NA          NA      NA      NA     0          0          0 -2.74127
-2.88404 -2.5985     NA     NA 22.64293   22.54242   22.74434
NA         NA 0.81056        NA        NA 11.97093      NA      NA
520.2115      NA      NA 512.69693        NA        NA 22.80815
NA       NA -25.68064      NA      NA -4.51872      NA      NA   0
NA      NA 4.73789      NA      NA 14.1935      NA      NA 9.25661
NA       NA 4.64567      NA      NA        NA            NA
NA            NA            NA 7.51457      NA      NA 0.17447
NA        NA    NA        NA        NA    NA        NA        NA
NA                   NA                   NA

------------------------------------------------
Subject: Request for plotting scripts
From: HARVIR SINGH
Time: Sat Feb 06 09:28:04 2021

VERSION MODEL   DESC FCST_LEAD FCST_VALID_BEG  FCST_VALID_END
OBS_LEAD OBS_VALID_BEG   OBS_VALID_END   FCST_VAR FCST_UNITS FCST_LEV
OBS_VAR OBS_UNITS OBS_LEV OBTYPE VX_MASK INTERP_MTHD INTERP_PNTS
FCST_THRESH OBS_THRESH COV_THRESH ALPHA LINE_TYPE TOTAL FBAR
FBAR_NCL FBAR_NCU FBAR_BCL FBAR_BCU FSTDEV  FSTDEV_NCL FSTDEV_NCU
FSTDEV_BCL FSTDEV_BCU OBAR     OBAR_NCL OBAR_NCU OBAR_BCL OBAR_BCU
OSTDEV   OSTDEV_NCL OSTDEV_NCU OSTDEV_BCL OSTDEV_BCU PR_CORR
PR_CORR_NCL PR_CORR_NCU PR_CORR_BCL PR_CORR_BCU SP_CORR KT_CORR RANKS
FRANK_TIES ORANK_TIES ME       ME_NCL   ME_NCU   ME_BCL ME_BCU ESTDEV
ESTDEV_NCL ESTDEV_NCU ESTDEV_BCL ESTDEV_BCU MBIAS   MBIAS_BCL
MBIAS_BCU MAE      MAE_BCL MAE_BCU MSE      MSE_BCL MSE_BCU BCMSE
BCMSE_BCL BCMSE_BCU RMSE     RMSE_BCL RMSE_BCU E10       E10_BCL
E10_BCU E25      E25_BCL E25_BCU E50     E50_BCL E50_BCU E75
E75_BCL E75_BCU E90      E90_BCL E90_BCU EIQR    EIQR_BCL EIQR_BCU MAD
MAD_BCL MAD_BCU ANOM_CORR ANOM_CORR_NCL ANOM_CORR_NCU ANOM_CORR_BCL
ANOM_CORR_BCU ME2     ME2_BCL ME2_BCU MSESS   MSESS_BCL MSESS_BCU
RMSFA RMSFA_BCL RMSFA_BCU RMSOA RMSOA_BCL RMSOA_BCU ANOM_CORR_UNCNTR
ANOM_CORR_UNCNTR_BCL ANOM_CORR_UNCNTR_BCU
V9.1    GFS-dmo NA   240000    20200805_223000 20200805_223000 240000
20200805_223000 20200805_223000 APCP     kg/m^2     A24      APCP
kg/m^2    A24     IMERG  FULL    NEAREST     1           NA
NA         NA         0.05  CNT       96621 13.64602 13.50372 13.78833
NA       NA 22.5686   22.46843   22.66968         NA         NA
15.76774 15.55994 15.97553       NA       NA 32.95536   32.80909
33.10296         NA         NA  0.5121     0.50743     0.51674
NA          NA      NA      NA     0          0          0 -2.12172
-2.30377 -1.93966     NA     NA 28.87289   28.74473    29.0022
NA         NA 0.86544        NA        NA 12.99265      NA      NA
838.1368      NA      NA 833.63512        NA        NA 28.95059
NA       NA -22.63425      NA      NA -2.89384      NA      NA 0.01383
NA      NA 5.63937      NA      NA 15.20865      NA      NA 8.53321
NA       NA 4.75466      NA      NA        NA            NA
NA            NA            NA 4.50168      NA      NA 0.22827
NA        NA    NA        NA        NA    NA        NA        NA
NA                   NA                   NA

------------------------------------------------
Subject: Request for plotting scripts
From: HARVIR SINGH
Time: Sat Feb 06 09:28:04 2021

VERSION MODEL   DESC FCST_LEAD FCST_VALID_BEG  FCST_VALID_END
OBS_LEAD OBS_VALID_BEG   OBS_VALID_END   FCST_VAR FCST_UNITS FCST_LEV
OBS_VAR OBS_UNITS OBS_LEV OBTYPE VX_MASK INTERP_MTHD INTERP_PNTS
FCST_THRESH OBS_THRESH COV_THRESH ALPHA LINE_TYPE TOTAL FBAR
FBAR_NCL FBAR_NCU FBAR_BCL FBAR_BCU FSTDEV   FSTDEV_NCL FSTDEV_NCU
FSTDEV_BCL FSTDEV_BCU OBAR     OBAR_NCL OBAR_NCU OBAR_BCL OBAR_BCU
OSTDEV   OSTDEV_NCL OSTDEV_NCU OSTDEV_BCL OSTDEV_BCU PR_CORR
PR_CORR_NCL PR_CORR_NCU PR_CORR_BCL PR_CORR_BCU SP_CORR KT_CORR RANKS
FRANK_TIES ORANK_TIES ME      ME_NCL ME_NCU  ME_BCL ME_BCU ESTDEV
ESTDEV_NCL ESTDEV_NCU ESTDEV_BCL ESTDEV_BCU MBIAS   MBIAS_BCL
MBIAS_BCU MAE      MAE_BCL MAE_BCU MSE       MSE_BCL MSE_BCU BCMSE
BCMSE_BCL BCMSE_BCU RMSE     RMSE_BCL RMSE_BCU E10       E10_BCL
E10_BCU E25      E25_BCL E25_BCU E50     E50_BCL E50_BCU E75
E75_BCL E75_BCU E90      E90_BCL E90_BCU EIQR    EIQR_BCL EIQR_BCU MAD
MAD_BCL MAD_BCU ANOM_CORR ANOM_CORR_NCL ANOM_CORR_NCU ANOM_CORR_BCL
ANOM_CORR_BCU ME2     ME2_BCL ME2_BCU MSESS    MSESS_BCL MSESS_BCU
RMSFA RMSFA_BCL RMSFA_BCU RMSOA RMSOA_BCL RMSOA_BCU ANOM_CORR_UNCNTR
ANOM_CORR_UNCNTR_BCL ANOM_CORR_UNCNTR_BCU
V9.1    GFS-dmo NA   240000    20200806_223000 20200806_223000 240000
20200806_223000 20200806_223000 APCP     kg/m^2     A24      APCP
kg/m^2    A24     IMERG  FULL    NEAREST     1           NA
NA         NA         0.05  CNT       96621 12.56162 12.39364 12.72961
NA       NA 26.64144   26.52319   26.76076         NA         NA
10.28786 10.13483 10.44089       NA       NA 24.26922    24.1615
24.37792         NA         NA 0.58768     0.58353     0.59179
NA          NA      NA      NA     0          0          0 2.27376
2.1274 2.42013     NA     NA 23.21241   23.10937   23.31637         NA
NA 1.22101        NA        NA 10.57397      NA      NA 543.98025
NA      NA 538.81026        NA        NA 23.32338       NA       NA
-12.12207      NA      NA -1.16415      NA      NA 0.44736      NA
NA 7.05604      NA      NA 17.61324      NA      NA 8.22019       NA
NA 4.19452      NA      NA        NA            NA            NA
NA            NA 5.16999      NA      NA 0.076427        NA        NA
NA        NA        NA    NA        NA        NA               NA
NA                   NA

------------------------------------------------
Subject: Request for plotting scripts
From: HARVIR SINGH
Time: Sat Feb 06 09:28:04 2021

VERSION MODEL   DESC FCST_LEAD FCST_VALID_BEG  FCST_VALID_END
OBS_LEAD OBS_VALID_BEG   OBS_VALID_END   FCST_VAR FCST_UNITS FCST_LEV
OBS_VAR OBS_UNITS OBS_LEV OBTYPE VX_MASK INTERP_MTHD INTERP_PNTS
FCST_THRESH OBS_THRESH COV_THRESH ALPHA LINE_TYPE TOTAL FBAR
FBAR_NCL FBAR_NCU FBAR_BCL FBAR_BCU FSTDEV   FSTDEV_NCL FSTDEV_NCU
FSTDEV_BCL FSTDEV_BCU OBAR    OBAR_NCL OBAR_NCU OBAR_BCL OBAR_BCU
OSTDEV   OSTDEV_NCL OSTDEV_NCU OSTDEV_BCL OSTDEV_BCU PR_CORR
PR_CORR_NCL PR_CORR_NCU PR_CORR_BCL PR_CORR_BCU SP_CORR KT_CORR RANKS
FRANK_TIES ORANK_TIES ME      ME_NCL  ME_NCU  ME_BCL ME_BCU ESTDEV
ESTDEV_NCL ESTDEV_NCU ESTDEV_BCL ESTDEV_BCU MBIAS   MBIAS_BCL
MBIAS_BCU MAE      MAE_BCL MAE_BCU MSE       MSE_BCL MSE_BCU BCMSE
BCMSE_BCL BCMSE_BCU RMSE     RMSE_BCL RMSE_BCU E10      E10_BCL
E10_BCU E25     E25_BCL E25_BCU E50     E50_BCL E50_BCU E75
E75_BCL E75_BCU E90      E90_BCL E90_BCU EIQR     EIQR_BCL EIQR_BCU
MAD     MAD_BCL MAD_BCU ANOM_CORR ANOM_CORR_NCL ANOM_CORR_NCU
ANOM_CORR_BCL ANOM_CORR_BCU ME2     ME2_BCL ME2_BCU MSESS    MSESS_BCL
MSESS_BCU RMSFA RMSFA_BCL RMSFA_BCU RMSOA RMSOA_BCL RMSOA_BCU
ANOM_CORR_UNCNTR ANOM_CORR_UNCNTR_BCL ANOM_CORR_UNCNTR_BCU
V9.1    GFS-dmo NA   240000    20200807_223000 20200807_223000 240000
20200807_223000 20200807_223000 APCP     kg/m^2     A24      APCP
kg/m^2    A24     IMERG  FULL    NEAREST     1           NA
NA         NA         0.05  CNT       96621 11.38703 11.28851 11.48555
NA       NA 15.62467   15.55532   15.69465         NA         NA
8.58025   8.4634   8.6971       NA       NA 18.53202   18.44976
18.61502         NA         NA 0.36079     0.35529     0.36626
NA          NA      NA      NA     0          0          0 2.80679
2.68409 2.92948     NA     NA 19.45843   19.37206   19.54558
NA         NA 1.32712        NA        NA 10.19084      NA      NA
386.50458      NA      NA 378.62653        NA        NA 19.65972
NA       NA -9.21557      NA      NA -0.9391      NA      NA 0.88242
NA      NA 9.81272      NA      NA 19.24969      NA      NA 10.75182
NA       NA 4.95542      NA      NA        NA            NA
NA            NA            NA 7.87805      NA      NA -0.12541
NA        NA    NA        NA        NA    NA        NA        NA
NA                   NA                   NA

------------------------------------------------
Subject: Request for plotting scripts
From: HARVIR SINGH
Time: Sat Feb 06 09:28:04 2021

VERSION MODEL   DESC FCST_LEAD FCST_VALID_BEG  FCST_VALID_END
OBS_LEAD OBS_VALID_BEG   OBS_VALID_END   FCST_VAR FCST_UNITS FCST_LEV
OBS_VAR OBS_UNITS OBS_LEV OBTYPE VX_MASK INTERP_MTHD INTERP_PNTS
FCST_THRESH OBS_THRESH COV_THRESH ALPHA LINE_TYPE TOTAL FBAR
FBAR_NCL FBAR_NCU FBAR_BCL FBAR_BCU FSTDEV   FSTDEV_NCL FSTDEV_NCU
FSTDEV_BCL FSTDEV_BCU OBAR    OBAR_NCL OBAR_NCU OBAR_BCL OBAR_BCU
OSTDEV   OSTDEV_NCL OSTDEV_NCU OSTDEV_BCL OSTDEV_BCU PR_CORR
PR_CORR_NCL PR_CORR_NCU PR_CORR_BCL PR_CORR_BCU SP_CORR KT_CORR RANKS
FRANK_TIES ORANK_TIES ME      ME_NCL    ME_NCU ME_BCL ME_BCU ESTDEV
ESTDEV_NCL ESTDEV_NCU ESTDEV_BCL ESTDEV_BCU MBIAS   MBIAS_BCL
MBIAS_BCU MAE    MAE_BCL MAE_BCU MSE       MSE_BCL MSE_BCU BCMSE
BCMSE_BCL BCMSE_BCU RMSE     RMSE_BCL RMSE_BCU E10       E10_BCL
E10_BCU E25      E25_BCL E25_BCU E50     E50_BCL E50_BCU E75
E75_BCL E75_BCU E90      E90_BCL E90_BCU EIQR    EIQR_BCL EIQR_BCU MAD
MAD_BCL MAD_BCU ANOM_CORR ANOM_CORR_NCL ANOM_CORR_NCU ANOM_CORR_BCL
ANOM_CORR_BCU ME2      ME2_BCL ME2_BCU MSESS      MSESS_BCL MSESS_BCU
RMSFA RMSFA_BCL RMSFA_BCU RMSOA RMSOA_BCL RMSOA_BCU ANOM_CORR_UNCNTR
ANOM_CORR_UNCNTR_BCL ANOM_CORR_UNCNTR_BCU
V9.1    GFS-dmo NA   240000    20200808_223000 20200808_223000 240000
20200808_223000 20200808_223000 APCP     kg/m^2     A24      APCP
kg/m^2    A24     IMERG  FULL    NEAREST     1           NA
NA         NA         0.05  CNT       96621 9.85726  9.77579  9.93872
NA       NA 12.91994   12.86259    12.9778         NA         NA
9.74839  9.62723  9.86956       NA       NA 19.21601   19.13072
19.30208         NA         NA 0.32916     0.32353     0.33477
NA          NA      NA      NA     0          0          0 0.10886
-0.012871 0.2306     NA     NA 19.30644   19.22074   19.39291
NA         NA 1.01117        NA        NA 10.129      NA      NA
372.74652      NA      NA 372.73467        NA        NA 19.30664
NA       NA -14.72536      NA      NA -1.60151      NA      NA 0.27785
NA      NA 7.00334      NA      NA 16.39472      NA      NA 8.60485
NA       NA 4.41562      NA      NA        NA            NA
NA            NA            NA 0.011851      NA      NA -0.0094553
NA        NA    NA        NA        NA    NA        NA        NA
NA                   NA                   NA

------------------------------------------------
Subject: Request for plotting scripts
From: HARVIR SINGH
Time: Sat Feb 06 09:28:04 2021

VERSION MODEL   DESC FCST_LEAD FCST_VALID_BEG  FCST_VALID_END
OBS_LEAD OBS_VALID_BEG   OBS_VALID_END   FCST_VAR FCST_UNITS FCST_LEV
OBS_VAR OBS_UNITS OBS_LEV OBTYPE VX_MASK INTERP_MTHD INTERP_PNTS
FCST_THRESH OBS_THRESH COV_THRESH ALPHA LINE_TYPE TOTAL FBAR
FBAR_NCL FBAR_NCU FBAR_BCL FBAR_BCU FSTDEV   FSTDEV_NCL FSTDEV_NCU
FSTDEV_BCL FSTDEV_BCU OBAR     OBAR_NCL OBAR_NCU OBAR_BCL OBAR_BCU
OSTDEV   OSTDEV_NCL OSTDEV_NCU OSTDEV_BCL OSTDEV_BCU PR_CORR
PR_CORR_NCL PR_CORR_NCU PR_CORR_BCL PR_CORR_BCU SP_CORR KT_CORR RANKS
FRANK_TIES ORANK_TIES ME      ME_NCL  ME_NCU  ME_BCL ME_BCU ESTDEV
ESTDEV_NCL ESTDEV_NCU ESTDEV_BCL ESTDEV_BCU MBIAS   MBIAS_BCL
MBIAS_BCU MAE      MAE_BCL MAE_BCU MSE       MSE_BCL MSE_BCU BCMSE
BCMSE_BCL BCMSE_BCU RMSE     RMSE_BCL RMSE_BCU E10       E10_BCL
E10_BCU E25      E25_BCL E25_BCU E50     E50_BCL E50_BCU E75
E75_BCL E75_BCU E90      E90_BCL E90_BCU EIQR     EIQR_BCL EIQR_BCU
MAD    MAD_BCL MAD_BCU ANOM_CORR ANOM_CORR_NCL ANOM_CORR_NCU
ANOM_CORR_BCL ANOM_CORR_BCU ME2      ME2_BCL ME2_BCU MSESS
MSESS_BCL MSESS_BCU RMSFA RMSFA_BCL RMSFA_BCU RMSOA RMSOA_BCL
RMSOA_BCU ANOM_CORR_UNCNTR ANOM_CORR_UNCNTR_BCL ANOM_CORR_UNCNTR_BCU
V9.1    GFS-dmo NA   240000    20200809_223000 20200809_223000 240000
20200809_223000 20200809_223000 APCP     kg/m^2     A24      APCP
kg/m^2    A24     IMERG  FULL    NEAREST     1           NA
NA         NA         0.05  CNT       96621 11.53921 11.44547 11.63294
NA       NA 14.86533   14.79934    14.9319         NA         NA
11.30477 11.17544  11.4341       NA       NA 20.51067   20.41963
20.60253         NA         NA  0.3507     0.34516     0.35622
NA          NA      NA      NA     0          0          0 0.23443
0.10402 0.36485     NA     NA 20.6836    20.5918   20.77624         NA
NA 1.02074        NA        NA 11.32561      NA      NA 427.86204
NA      NA 427.80708        NA        NA 20.68483       NA       NA
-16.51227      NA      NA -2.93514      NA      NA 0.28121      NA
NA 7.53399      NA      NA 18.09985      NA      NA 10.46913       NA
NA 5.3761      NA      NA        NA            NA            NA
NA            NA 0.054959      NA      NA -0.017054        NA
NA    NA        NA        NA    NA        NA        NA
NA                   NA                   NA

------------------------------------------------
Subject: Request for plotting scripts
From: HARVIR SINGH
Time: Sat Feb 06 09:28:04 2021

VERSION MODEL   DESC FCST_LEAD FCST_VALID_BEG  FCST_VALID_END
OBS_LEAD OBS_VALID_BEG   OBS_VALID_END   FCST_VAR FCST_UNITS FCST_LEV
OBS_VAR OBS_UNITS OBS_LEV OBTYPE VX_MASK INTERP_MTHD INTERP_PNTS
FCST_THRESH OBS_THRESH COV_THRESH ALPHA LINE_TYPE TOTAL FBAR
FBAR_NCL FBAR_NCU FBAR_BCL FBAR_BCU FSTDEV  FSTDEV_NCL FSTDEV_NCU
FSTDEV_BCL FSTDEV_BCU OBAR    OBAR_NCL OBAR_NCU OBAR_BCL OBAR_BCU
OSTDEV   OSTDEV_NCL OSTDEV_NCU OSTDEV_BCL OSTDEV_BCU PR_CORR
PR_CORR_NCL PR_CORR_NCU PR_CORR_BCL PR_CORR_BCU SP_CORR KT_CORR RANKS
FRANK_TIES ORANK_TIES ME      ME_NCL  ME_NCU  ME_BCL ME_BCU ESTDEV
ESTDEV_NCL ESTDEV_NCU ESTDEV_BCL ESTDEV_BCU MBIAS   MBIAS_BCL
MBIAS_BCU MAE      MAE_BCL MAE_BCU MSE       MSE_BCL MSE_BCU BCMSE
BCMSE_BCL BCMSE_BCU RMSE     RMSE_BCL RMSE_BCU E10       E10_BCL
E10_BCU E25     E25_BCL E25_BCU E50     E50_BCL E50_BCU E75
E75_BCL E75_BCU E90      E90_BCL E90_BCU EIQR    EIQR_BCL EIQR_BCU MAD
MAD_BCL MAD_BCU ANOM_CORR ANOM_CORR_NCL ANOM_CORR_NCU ANOM_CORR_BCL
ANOM_CORR_BCU ME2     ME2_BCL ME2_BCU MSESS    MSESS_BCL MSESS_BCU
RMSFA RMSFA_BCL RMSFA_BCU RMSOA RMSOA_BCL RMSOA_BCU ANOM_CORR_UNCNTR
ANOM_CORR_UNCNTR_BCL ANOM_CORR_UNCNTR_BCU
V9.1    GFS-dmo NA   480000    20200801_223000 20200801_223000 480000
20200801_223000 20200801_223000 APCP     kg/m^2     A24      APCP
kg/m^2    A24     IMERG  FULL    NEAREST     1           NA
NA         NA         0.05  CNT       96621 10.37941  10.2981 10.46071
NA       NA 12.8946   12.83737   12.95236         NA         NA
9.37304  9.25893  9.48714       NA       NA 18.09673   18.01641
18.17778         NA         NA 0.27278     0.26693      0.2786
NA          NA      NA      NA     0          0          0 1.00637
0.88567 1.12707     NA     NA 19.14309   19.05812   19.22882
NA         NA 1.10737        NA        NA 11.17263      NA      NA
367.46679      NA      NA 366.454        NA        NA 19.16942
NA       NA -17.12181      NA      NA -1.6746      NA      NA 0.44193
NA      NA 8.23014      NA      NA 19.76931      NA      NA 9.90473
NA       NA 5.20373      NA      NA        NA            NA
NA            NA            NA 1.01278      NA      NA -0.12206
NA        NA    NA        NA        NA    NA        NA        NA
NA                   NA                   NA

------------------------------------------------
Subject: Request for plotting scripts
From: HARVIR SINGH
Time: Sat Feb 06 09:28:04 2021

VERSION MODEL   DESC FCST_LEAD FCST_VALID_BEG  FCST_VALID_END
OBS_LEAD OBS_VALID_BEG   OBS_VALID_END   FCST_VAR FCST_UNITS FCST_LEV
OBS_VAR OBS_UNITS OBS_LEV OBTYPE VX_MASK INTERP_MTHD INTERP_PNTS
FCST_THRESH OBS_THRESH COV_THRESH ALPHA LINE_TYPE TOTAL FBAR
FBAR_NCL FBAR_NCU FBAR_BCL FBAR_BCU FSTDEV  FSTDEV_NCL FSTDEV_NCU
FSTDEV_BCL FSTDEV_BCU OBAR    OBAR_NCL OBAR_NCU OBAR_BCL OBAR_BCU
OSTDEV   OSTDEV_NCL OSTDEV_NCU OSTDEV_BCL OSTDEV_BCU PR_CORR
PR_CORR_NCL PR_CORR_NCU PR_CORR_BCL PR_CORR_BCU SP_CORR KT_CORR RANKS
FRANK_TIES ORANK_TIES ME      ME_NCL   ME_NCU  ME_BCL ME_BCU ESTDEV
ESTDEV_NCL ESTDEV_NCU ESTDEV_BCL ESTDEV_BCU MBIAS   MBIAS_BCL
MBIAS_BCU MAE     MAE_BCL MAE_BCU MSE      MSE_BCL MSE_BCU BCMSE
BCMSE_BCL BCMSE_BCU RMSE     RMSE_BCL RMSE_BCU E10       E10_BCL
E10_BCU E25      E25_BCL E25_BCU E50     E50_BCL E50_BCU E75
E75_BCL E75_BCU E90      E90_BCL E90_BCU EIQR    EIQR_BCL EIQR_BCU MAD
MAD_BCL MAD_BCU ANOM_CORR ANOM_CORR_NCL ANOM_CORR_NCU ANOM_CORR_BCL
ANOM_CORR_BCU ME2      ME2_BCL ME2_BCU MSESS    MSESS_BCL MSESS_BCU
RMSFA RMSFA_BCL RMSFA_BCU RMSOA RMSOA_BCL RMSOA_BCU ANOM_CORR_UNCNTR
ANOM_CORR_UNCNTR_BCL ANOM_CORR_UNCNTR_BCU
V9.1    GFS-dmo NA   480000    20200802_223000 20200802_223000 480000
20200802_223000 20200802_223000 APCP     kg/m^2     A24      APCP
kg/m^2    A24     IMERG  FULL    NEAREST     1           NA
NA         NA         0.05  CNT       96621 10.61145 10.51603 10.70687
NA       NA 15.1333   15.06613   15.20108         NA         NA
10.4467 10.32248 10.57091       NA       NA 19.69954    19.6121
19.78776         NA         NA 0.43351     0.42838     0.43862
NA          NA      NA      NA     0          0          0 0.16475
0.045349 0.28416     NA     NA 18.93706   18.85301   19.02188
NA         NA 1.01577        NA        NA 10.6855      NA      NA
358.6358      NA      NA 358.60866        NA        NA 18.93768
NA       NA -18.83289      NA      NA -2.49178      NA      NA 0.16309
NA      NA 6.39028      NA      NA 17.10135      NA      NA 8.88206
NA       NA 4.68295      NA      NA        NA            NA
NA            NA            NA 0.027144      NA      NA 0.075852
NA        NA    NA        NA        NA    NA        NA        NA
NA                   NA                   NA

------------------------------------------------
Subject: Request for plotting scripts
From: HARVIR SINGH
Time: Sat Feb 06 09:28:04 2021

VERSION MODEL   DESC FCST_LEAD FCST_VALID_BEG  FCST_VALID_END
OBS_LEAD OBS_VALID_BEG   OBS_VALID_END   FCST_VAR FCST_UNITS FCST_LEV
OBS_VAR OBS_UNITS OBS_LEV OBTYPE VX_MASK INTERP_MTHD INTERP_PNTS
FCST_THRESH OBS_THRESH COV_THRESH ALPHA LINE_TYPE TOTAL FBAR
FBAR_NCL FBAR_NCU FBAR_BCL FBAR_BCU FSTDEV   FSTDEV_NCL FSTDEV_NCU
FSTDEV_BCL FSTDEV_BCU OBAR     OBAR_NCL OBAR_NCU OBAR_BCL OBAR_BCU
OSTDEV   OSTDEV_NCL OSTDEV_NCU OSTDEV_BCL OSTDEV_BCU PR_CORR
PR_CORR_NCL PR_CORR_NCU PR_CORR_BCL PR_CORR_BCU SP_CORR KT_CORR RANKS
FRANK_TIES ORANK_TIES ME       ME_NCL  ME_NCU   ME_BCL ME_BCU ESTDEV
ESTDEV_NCL ESTDEV_NCU ESTDEV_BCL ESTDEV_BCU MBIAS   MBIAS_BCL
MBIAS_BCU MAE      MAE_BCL MAE_BCU MSE       MSE_BCL MSE_BCU BCMSE
BCMSE_BCL BCMSE_BCU RMSE     RMSE_BCL RMSE_BCU E10       E10_BCL
E10_BCU E25      E25_BCL E25_BCU E50 E50_BCL E50_BCU E75    E75_BCL
E75_BCU E90      E90_BCL E90_BCU EIQR    EIQR_BCL EIQR_BCU MAD
MAD_BCL MAD_BCU ANOM_CORR ANOM_CORR_NCL ANOM_CORR_NCU ANOM_CORR_BCL
ANOM_CORR_BCU ME2     ME2_BCL ME2_BCU MSESS    MSESS_BCL MSESS_BCU
RMSFA RMSFA_BCL RMSFA_BCU RMSOA RMSOA_BCL RMSOA_BCU ANOM_CORR_UNCNTR
ANOM_CORR_UNCNTR_BCL ANOM_CORR_UNCNTR_BCU
V9.1    GFS-dmo NA   480000    20200803_223000 20200803_223000 480000
20200803_223000 20200803_223000 APCP     kg/m^2     A24      APCP
kg/m^2    A24     IMERG  FULL    NEAREST     1           NA
NA         NA         0.05  CNT       96621 12.48597 12.34432 12.62762
NA       NA 22.46516   22.36544   22.56577         NA         NA
14.47054 14.31225 14.62882       NA       NA 25.10283   24.99141
25.21526         NA         NA 0.48866     0.48385     0.49345
NA          NA      NA      NA     0          0          0 -1.98457
-2.1369 -1.83223     NA     NA 24.1595   24.05226    24.2677
NA         NA 0.86285        NA        NA 12.16762      NA      NA
587.61396      NA      NA 583.67545        NA        NA 24.24075
NA       NA -24.73335      NA      NA -5.00813      NA      NA   0
NA      NA 4.2831      NA      NA 14.45867      NA      NA 9.29123
NA       NA 4.55678      NA      NA        NA            NA
NA            NA            NA 3.93851      NA      NA 0.067504
NA        NA    NA        NA        NA    NA        NA        NA
NA                   NA                   NA

------------------------------------------------
Subject: Request for plotting scripts
From: HARVIR SINGH
Time: Sat Feb 06 09:28:04 2021

VERSION MODEL   DESC FCST_LEAD FCST_VALID_BEG  FCST_VALID_END
OBS_LEAD OBS_VALID_BEG   OBS_VALID_END   FCST_VAR FCST_UNITS FCST_LEV
OBS_VAR OBS_UNITS OBS_LEV OBTYPE VX_MASK INTERP_MTHD INTERP_PNTS
FCST_THRESH OBS_THRESH COV_THRESH ALPHA LINE_TYPE TOTAL FBAR
FBAR_NCL FBAR_NCU FBAR_BCL FBAR_BCU FSTDEV   FSTDEV_NCL FSTDEV_NCU
FSTDEV_BCL FSTDEV_BCU OBAR     OBAR_NCL OBAR_NCU OBAR_BCL OBAR_BCU
OSTDEV   OSTDEV_NCL OSTDEV_NCU OSTDEV_BCL OSTDEV_BCU PR_CORR
PR_CORR_NCL PR_CORR_NCU PR_CORR_BCL PR_CORR_BCU SP_CORR KT_CORR RANKS
FRANK_TIES ORANK_TIES ME       ME_NCL   ME_NCU  ME_BCL ME_BCU ESTDEV
ESTDEV_NCL ESTDEV_NCU ESTDEV_BCL ESTDEV_BCU MBIAS   MBIAS_BCL
MBIAS_BCU MAE      MAE_BCL MAE_BCU MSE       MSE_BCL MSE_BCU BCMSE
BCMSE_BCL BCMSE_BCU RMSE     RMSE_BCL RMSE_BCU E10       E10_BCL
E10_BCU E25      E25_BCL E25_BCU E50 E50_BCL E50_BCU E75     E75_BCL
E75_BCU E90      E90_BCL E90_BCU EIQR    EIQR_BCL EIQR_BCU MAD
MAD_BCL MAD_BCU ANOM_CORR ANOM_CORR_NCL ANOM_CORR_NCU ANOM_CORR_BCL
ANOM_CORR_BCU ME2     ME2_BCL ME2_BCU MSESS    MSESS_BCL MSESS_BCU
RMSFA RMSFA_BCL RMSFA_BCU RMSOA RMSOA_BCL RMSOA_BCU ANOM_CORR_UNCNTR
ANOM_CORR_UNCNTR_BCL ANOM_CORR_UNCNTR_BCU
V9.1    GFS-dmo NA   480000    20200804_223000 20200804_223000 480000
20200804_223000 20200804_223000 APCP     kg/m^2     A24      APCP
kg/m^2    A24     IMERG  FULL    NEAREST     1           NA
NA         NA         0.05  CNT       96621 13.72113 13.56104 13.88122
NA       NA 25.38903   25.27634   25.50274         NA         NA
15.96575 15.77021 16.16129       NA       NA 31.01115    30.8735
31.15004         NA         NA 0.33622     0.33062      0.3418
NA          NA      NA      NA     0          0          0 -2.24462
-2.45153 -2.0377     NA     NA 32.81541   32.66975   32.96238
NA         NA 0.85941        NA        NA 14.73276      NA      NA
1081.8781      NA      NA 1076.83979        NA        NA 32.89192
NA       NA -25.43234      NA      NA -4.28487      NA      NA   0
NA      NA 4.83751      NA      NA 16.17315      NA      NA 9.12238
NA       NA 4.60784      NA      NA        NA            NA
NA            NA            NA 5.03831      NA      NA -0.12497
NA        NA    NA        NA        NA    NA        NA        NA
NA                   NA                   NA

------------------------------------------------
Subject: Request for plotting scripts
From: HARVIR SINGH
Time: Sat Feb 06 09:28:04 2021

VERSION MODEL   DESC FCST_LEAD FCST_VALID_BEG  FCST_VALID_END
OBS_LEAD OBS_VALID_BEG   OBS_VALID_END   FCST_VAR FCST_UNITS FCST_LEV
OBS_VAR OBS_UNITS OBS_LEV OBTYPE VX_MASK INTERP_MTHD INTERP_PNTS
FCST_THRESH OBS_THRESH COV_THRESH ALPHA LINE_TYPE TOTAL FBAR
FBAR_NCL FBAR_NCU FBAR_BCL FBAR_BCU FSTDEV   FSTDEV_NCL FSTDEV_NCU
FSTDEV_BCL FSTDEV_BCU OBAR     OBAR_NCL OBAR_NCU OBAR_BCL OBAR_BCU
OSTDEV   OSTDEV_NCL OSTDEV_NCU OSTDEV_BCL OSTDEV_BCU PR_CORR
PR_CORR_NCL PR_CORR_NCU PR_CORR_BCL PR_CORR_BCU SP_CORR KT_CORR RANKS
FRANK_TIES ORANK_TIES ME       ME_NCL   ME_NCU   ME_BCL ME_BCU ESTDEV
ESTDEV_NCL ESTDEV_NCU ESTDEV_BCL ESTDEV_BCU MBIAS   MBIAS_BCL
MBIAS_BCU MAE      MAE_BCL MAE_BCU MSE        MSE_BCL MSE_BCU BCMSE
BCMSE_BCL BCMSE_BCU RMSE     RMSE_BCL RMSE_BCU E10       E10_BCL
E10_BCU E25      E25_BCL E25_BCU E50 E50_BCL E50_BCU E75     E75_BCL
E75_BCU E90      E90_BCL E90_BCU EIQR    EIQR_BCL EIQR_BCU MAD
MAD_BCL MAD_BCU ANOM_CORR ANOM_CORR_NCL ANOM_CORR_NCU ANOM_CORR_BCL
ANOM_CORR_BCU ME2     ME2_BCL ME2_BCU MSESS   MSESS_BCL MSESS_BCU
RMSFA RMSFA_BCL RMSFA_BCU RMSOA RMSOA_BCL RMSOA_BCU ANOM_CORR_UNCNTR
ANOM_CORR_UNCNTR_BCL ANOM_CORR_UNCNTR_BCU
V9.1    GFS-dmo NA   480000    20200805_223000 20200805_223000 480000
20200805_223000 20200805_223000 APCP     kg/m^2     A24      APCP
kg/m^2    A24     IMERG  FULL    NEAREST     1           NA
NA         NA         0.05  CNT       96621 13.22028 13.05781 13.38276
NA       NA 25.76722   25.65285   25.88263         NA         NA
15.76774 15.55994 15.97553       NA       NA 32.95536   32.80909
33.10296         NA         NA 0.40545     0.40017     0.41071
NA          NA      NA      NA     0          0          0 -2.54745
-2.75288 -2.34203     NA     NA 32.57926   32.43465   32.72517
NA         NA 0.83844        NA        NA 14.12073      NA      NA
1067.88669      NA      NA 1061.39717        NA        NA 32.67854
NA       NA -23.60772      NA      NA -3.79405      NA      NA   0
NA      NA 4.80821      NA      NA 14.82918      NA      NA 8.60226
NA       NA 4.43478      NA      NA        NA            NA
NA            NA            NA 6.48952      NA      NA 0.01673
NA        NA    NA        NA        NA    NA        NA        NA
NA                   NA                   NA

------------------------------------------------
Subject: Request for plotting scripts
From: HARVIR SINGH
Time: Sat Feb 06 09:28:04 2021

VERSION MODEL   DESC FCST_LEAD FCST_VALID_BEG  FCST_VALID_END
OBS_LEAD OBS_VALID_BEG   OBS_VALID_END   FCST_VAR FCST_UNITS FCST_LEV
OBS_VAR OBS_UNITS OBS_LEV OBTYPE VX_MASK INTERP_MTHD INTERP_PNTS
FCST_THRESH OBS_THRESH COV_THRESH ALPHA LINE_TYPE TOTAL FBAR
FBAR_NCL FBAR_NCU FBAR_BCL FBAR_BCU FSTDEV   FSTDEV_NCL FSTDEV_NCU
FSTDEV_BCL FSTDEV_BCU OBAR     OBAR_NCL OBAR_NCU OBAR_BCL OBAR_BCU
OSTDEV   OSTDEV_NCL OSTDEV_NCU OSTDEV_BCL OSTDEV_BCU PR_CORR
PR_CORR_NCL PR_CORR_NCU PR_CORR_BCL PR_CORR_BCU SP_CORR KT_CORR RANKS
FRANK_TIES ORANK_TIES ME      ME_NCL  ME_NCU  ME_BCL ME_BCU ESTDEV
ESTDEV_NCL ESTDEV_NCU ESTDEV_BCL ESTDEV_BCU MBIAS   MBIAS_BCL
MBIAS_BCU MAE      MAE_BCL MAE_BCU MSE       MSE_BCL MSE_BCU BCMSE
BCMSE_BCL BCMSE_BCU RMSE     RMSE_BCL RMSE_BCU E10     E10_BCL E10_BCU
E25      E25_BCL E25_BCU E50     E50_BCL E50_BCU E75     E75_BCL
E75_BCU E90      E90_BCL E90_BCU EIQR    EIQR_BCL EIQR_BCU MAD
MAD_BCL MAD_BCU ANOM_CORR ANOM_CORR_NCL ANOM_CORR_NCU ANOM_CORR_BCL
ANOM_CORR_BCU ME2     ME2_BCL ME2_BCU MSESS   MSESS_BCL MSESS_BCU
RMSFA RMSFA_BCL RMSFA_BCU RMSOA RMSOA_BCL RMSOA_BCU ANOM_CORR_UNCNTR
ANOM_CORR_UNCNTR_BCL ANOM_CORR_UNCNTR_BCU
V9.1    GFS-dmo NA   480000    20200806_223000 20200806_223000 480000
20200806_223000 20200806_223000 APCP     kg/m^2     A24      APCP
kg/m^2    A24     IMERG  FULL    NEAREST     1           NA
NA         NA         0.05  CNT       96621 11.65889 11.54827 11.76952
NA       NA 17.54413   17.46626   17.62271         NA         NA
10.28786 10.13483 10.44089       NA       NA 24.26922    24.1615
24.37792         NA         NA 0.49383     0.48904     0.49858
NA          NA      NA      NA     0          0          0 1.37103
1.23343 1.50864     NA     NA 21.82354   21.72668   21.92128
NA         NA 1.13327        NA        NA 10.17916      NA      NA
478.14185      NA      NA 476.26212        NA        NA 21.86645
NA       NA -12.246      NA      NA -1.31351      NA      NA 0.22254
NA      NA 6.99825      NA      NA 17.29699      NA      NA 8.31176
NA       NA 4.30762      NA      NA        NA            NA
NA            NA            NA 1.87973      NA      NA 0.18821
NA        NA    NA        NA        NA    NA        NA        NA
NA                   NA                   NA

------------------------------------------------
Subject: Request for plotting scripts
From: HARVIR SINGH
Time: Sat Feb 06 09:28:04 2021

VERSION MODEL   DESC FCST_LEAD FCST_VALID_BEG  FCST_VALID_END
OBS_LEAD OBS_VALID_BEG   OBS_VALID_END   FCST_VAR FCST_UNITS FCST_LEV
OBS_VAR OBS_UNITS OBS_LEV OBTYPE VX_MASK INTERP_MTHD INTERP_PNTS
FCST_THRESH OBS_THRESH COV_THRESH ALPHA LINE_TYPE TOTAL FBAR
FBAR_NCL FBAR_NCU FBAR_BCL FBAR_BCU FSTDEV   FSTDEV_NCL FSTDEV_NCU
FSTDEV_BCL FSTDEV_BCU OBAR    OBAR_NCL OBAR_NCU OBAR_BCL OBAR_BCU
OSTDEV   OSTDEV_NCL OSTDEV_NCU OSTDEV_BCL OSTDEV_BCU PR_CORR
PR_CORR_NCL PR_CORR_NCU PR_CORR_BCL PR_CORR_BCU SP_CORR KT_CORR RANKS
FRANK_TIES ORANK_TIES ME      ME_NCL  ME_NCU  ME_BCL ME_BCU ESTDEV
ESTDEV_NCL ESTDEV_NCU ESTDEV_BCL ESTDEV_BCU MBIAS   MBIAS_BCL
MBIAS_BCU MAE      MAE_BCL MAE_BCU MSE       MSE_BCL MSE_BCU BCMSE
BCMSE_BCL BCMSE_BCU RMSE     RMSE_BCL RMSE_BCU E10      E10_BCL
E10_BCU E25      E25_BCL E25_BCU E50     E50_BCL E50_BCU E75
E75_BCL E75_BCU E90      E90_BCL E90_BCU EIQR    EIQR_BCL EIQR_BCU MAD
MAD_BCL MAD_BCU ANOM_CORR ANOM_CORR_NCL ANOM_CORR_NCU ANOM_CORR_BCL
ANOM_CORR_BCU ME2     ME2_BCL ME2_BCU MSESS    MSESS_BCL MSESS_BCU
RMSFA RMSFA_BCL RMSFA_BCU RMSOA RMSOA_BCL RMSOA_BCU ANOM_CORR_UNCNTR
ANOM_CORR_UNCNTR_BCL ANOM_CORR_UNCNTR_BCU
V9.1    GFS-dmo NA   480000    20200807_223000 20200807_223000 480000
20200807_223000 20200807_223000 APCP     kg/m^2     A24      APCP
kg/m^2    A24     IMERG  FULL    NEAREST     1           NA
NA         NA         0.05  CNT       96621 11.4077 11.26902 11.54638
NA       NA 21.99361   21.89599   22.09211         NA         NA
8.58025   8.4634   8.6971       NA       NA 18.53202   18.44976
18.61502         NA         NA 0.42561     0.42043     0.43076
NA          NA      NA      NA     0          0          0 2.82745
2.68928 2.96563     NA     NA 21.91364   21.81638   22.01179
NA         NA 1.32953        NA        NA 10.00255      NA      NA
488.19732      NA      NA 480.20284        NA        NA 22.09519
NA       NA -10.1592      NA      NA -1.38348      NA      NA 0.54593
NA      NA 7.83348      NA      NA 18.33782      NA      NA 9.21696
NA       NA 4.52886      NA      NA        NA            NA
NA            NA            NA 7.99449      NA      NA -0.42151
NA        NA    NA        NA        NA    NA        NA        NA
NA                   NA                   NA

------------------------------------------------
Subject: Request for plotting scripts
From: HARVIR SINGH
Time: Sat Feb 06 09:28:04 2021

VERSION MODEL   DESC FCST_LEAD FCST_VALID_BEG  FCST_VALID_END
OBS_LEAD OBS_VALID_BEG   OBS_VALID_END   FCST_VAR FCST_UNITS FCST_LEV
OBS_VAR OBS_UNITS OBS_LEV OBTYPE VX_MASK INTERP_MTHD INTERP_PNTS
FCST_THRESH OBS_THRESH COV_THRESH ALPHA LINE_TYPE TOTAL FBAR
FBAR_NCL FBAR_NCU FBAR_BCL FBAR_BCU FSTDEV   FSTDEV_NCL FSTDEV_NCU
FSTDEV_BCL FSTDEV_BCU OBAR     OBAR_NCL OBAR_NCU OBAR_BCL OBAR_BCU
OSTDEV   OSTDEV_NCL OSTDEV_NCU OSTDEV_BCL OSTDEV_BCU PR_CORR
PR_CORR_NCL PR_CORR_NCU PR_CORR_BCL PR_CORR_BCU SP_CORR KT_CORR RANKS
FRANK_TIES ORANK_TIES ME      ME_NCL  ME_NCU     ME_BCL ME_BCU ESTDEV
ESTDEV_NCL ESTDEV_NCU ESTDEV_BCL ESTDEV_BCU MBIAS   MBIAS_BCL
MBIAS_BCU MAE      MAE_BCL MAE_BCU MSE       MSE_BCL MSE_BCU BCMSE
BCMSE_BCL BCMSE_BCU RMSE     RMSE_BCL RMSE_BCU E10       E10_BCL
E10_BCU E25      E25_BCL E25_BCU E50       E50_BCL E50_BCU E75
E75_BCL E75_BCU E90      E90_BCL E90_BCU EIQR   EIQR_BCL EIQR_BCU MAD
MAD_BCL MAD_BCU ANOM_CORR ANOM_CORR_NCL ANOM_CORR_NCU ANOM_CORR_BCL
ANOM_CORR_BCU ME2      ME2_BCL ME2_BCU MSESS    MSESS_BCL MSESS_BCU
RMSFA RMSFA_BCL RMSFA_BCU RMSOA RMSOA_BCL RMSOA_BCU ANOM_CORR_UNCNTR
ANOM_CORR_UNCNTR_BCL ANOM_CORR_UNCNTR_BCU
V9.1    GFS-dmo NA   480000    20200809_223000 20200809_223000 480000
20200809_223000 20200809_223000 APCP     kg/m^2     A24      APCP
kg/m^2    A24     IMERG  FULL    NEAREST     1           NA
NA         NA         0.05  CNT       96621 11.16957 11.07377 11.26538
NA       NA 15.19361   15.12617   15.26166         NA         NA
11.30477 11.17544  11.4341       NA       NA 20.51067   20.41963
20.60253         NA         NA 0.39035       0.385     0.39568
NA          NA      NA      NA     0          0          0 -0.1352
-0.2626 -0.0077968     NA     NA 20.20498    20.1153   20.29547
NA         NA 0.98804        NA        NA 11.03098      NA      NA
408.25531      NA      NA 408.23703        NA        NA 20.20533
NA       NA -17.11808      NA      NA -3.14664      NA      NA
0.0079136      NA      NA 6.75726      NA      NA 18.46421      NA
NA 9.9039       NA       NA 5.04235      NA      NA        NA
NA            NA            NA            NA 0.018278      NA      NA
0.029552        NA        NA    NA        NA        NA    NA        NA
NA               NA                   NA                   NA

------------------------------------------------
Subject: Request for plotting scripts
From: HARVIR SINGH
Time: Sat Feb 06 09:28:04 2021

VERSION MODEL   DESC FCST_LEAD FCST_VALID_BEG  FCST_VALID_END
OBS_LEAD OBS_VALID_BEG   OBS_VALID_END   FCST_VAR FCST_UNITS FCST_LEV
OBS_VAR OBS_UNITS OBS_LEV OBTYPE VX_MASK INTERP_MTHD INTERP_PNTS
FCST_THRESH OBS_THRESH COV_THRESH ALPHA LINE_TYPE TOTAL FBAR
FBAR_NCL FBAR_NCU FBAR_BCL FBAR_BCU FSTDEV   FSTDEV_NCL FSTDEV_NCU
FSTDEV_BCL FSTDEV_BCU OBAR    OBAR_NCL OBAR_NCU OBAR_BCL OBAR_BCU
OSTDEV   OSTDEV_NCL OSTDEV_NCU OSTDEV_BCL OSTDEV_BCU PR_CORR
PR_CORR_NCL PR_CORR_NCU PR_CORR_BCL PR_CORR_BCU SP_CORR KT_CORR RANKS
FRANK_TIES ORANK_TIES ME      ME_NCL  ME_NCU  ME_BCL ME_BCU ESTDEV
ESTDEV_NCL ESTDEV_NCU ESTDEV_BCL ESTDEV_BCU MBIAS   MBIAS_BCL
MBIAS_BCU MAE     MAE_BCL MAE_BCU MSE       MSE_BCL MSE_BCU BCMSE
BCMSE_BCL BCMSE_BCU RMSE     RMSE_BCL RMSE_BCU E10       E10_BCL
E10_BCU E25      E25_BCL E25_BCU E50     E50_BCL E50_BCU E75
E75_BCL E75_BCU E90      E90_BCL E90_BCU EIQR    EIQR_BCL EIQR_BCU MAD
MAD_BCL MAD_BCU ANOM_CORR ANOM_CORR_NCL ANOM_CORR_NCU ANOM_CORR_BCL
ANOM_CORR_BCU ME2      ME2_BCL ME2_BCU MSESS    MSESS_BCL MSESS_BCU
RMSFA RMSFA_BCL RMSFA_BCU RMSOA RMSOA_BCL RMSOA_BCU ANOM_CORR_UNCNTR
ANOM_CORR_UNCNTR_BCL ANOM_CORR_UNCNTR_BCU
V9.1    GFS-dmo NA   480000    20200808_223000 20200808_223000 480000
20200808_223000 20200808_223000 APCP     kg/m^2     A24      APCP
kg/m^2    A24     IMERG  FULL    NEAREST     1           NA
NA         NA         0.05  CNT       96621 10.01078  9.92758 10.09398
NA       NA 13.19496   13.13639   13.25406         NA         NA
9.74839  9.62723  9.86956       NA       NA 19.21601   19.13072
19.30208         NA         NA 0.38112     0.37571     0.38649
NA          NA      NA      NA     0          0          0 0.26239
0.14441 0.38037     NA     NA 18.71083   18.62778   18.79463
NA         NA 1.02692        NA        NA 9.85133      NA      NA
350.16032      NA      NA 350.09147        NA        NA 18.71257
NA       NA -13.72532      NA      NA -1.92306      NA      NA 0.12469
NA      NA 6.9571      NA      NA 16.85829      NA      NA 8.88015
NA       NA 4.35273      NA      NA        NA            NA
NA            NA            NA 0.068847      NA      NA 0.051712
NA        NA    NA        NA        NA    NA        NA        NA
NA                   NA                   NA

------------------------------------------------
Subject: Request for plotting scripts
From: HARVIR SINGH
Time: Sat Feb 06 09:28:04 2021

VERSION MODEL   DESC FCST_LEAD FCST_VALID_BEG  FCST_VALID_END
OBS_LEAD OBS_VALID_BEG   OBS_VALID_END   FCST_VAR FCST_UNITS FCST_LEV
OBS_VAR OBS_UNITS OBS_LEV OBTYPE VX_MASK INTERP_MTHD INTERP_PNTS
FCST_THRESH OBS_THRESH COV_THRESH ALPHA LINE_TYPE TOTAL FBAR
FBAR_NCL FBAR_NCU FBAR_BCL FBAR_BCU FSTDEV   FSTDEV_NCL FSTDEV_NCU
FSTDEV_BCL FSTDEV_BCU OBAR    OBAR_NCL OBAR_NCU OBAR_BCL OBAR_BCU
OSTDEV   OSTDEV_NCL OSTDEV_NCU OSTDEV_BCL OSTDEV_BCU PR_CORR
PR_CORR_NCL PR_CORR_NCU PR_CORR_BCL PR_CORR_BCU SP_CORR KT_CORR RANKS
FRANK_TIES ORANK_TIES ME      ME_NCL  ME_NCU  ME_BCL ME_BCU ESTDEV
ESTDEV_NCL ESTDEV_NCU ESTDEV_BCL ESTDEV_BCU MBIAS   MBIAS_BCL
MBIAS_BCU MAE      MAE_BCL MAE_BCU MSE       MSE_BCL MSE_BCU BCMSE
BCMSE_BCL BCMSE_BCU RMSE     RMSE_BCL RMSE_BCU E10      E10_BCL
E10_BCU E25      E25_BCL E25_BCU E50   E50_BCL E50_BCU E75     E75_BCL
E75_BCU E90      E90_BCL E90_BCU EIQR    EIQR_BCL EIQR_BCU MAD
MAD_BCL MAD_BCU ANOM_CORR ANOM_CORR_NCL ANOM_CORR_NCU ANOM_CORR_BCL
ANOM_CORR_BCU ME2     ME2_BCL ME2_BCU MSESS     MSESS_BCL MSESS_BCU
RMSFA RMSFA_BCL RMSFA_BCU RMSOA RMSOA_BCL RMSOA_BCU ANOM_CORR_UNCNTR
ANOM_CORR_UNCNTR_BCL ANOM_CORR_UNCNTR_BCU
V9.1    GFS-dmo NA   720000    20200801_223000 20200801_223000 720000
20200801_223000 20200801_223000 APCP     kg/m^2     A24      APCP
kg/m^2    A24     IMERG  FULL    NEAREST     1           NA
NA         NA         0.05  CNT       96621 10.06182  9.98106 10.14259
NA       NA 12.80938   12.75253   12.86675         NA         NA
9.37304  9.25893  9.48714       NA       NA 18.09673   18.01641
18.17778         NA         NA 0.35593     0.35041     0.36142
NA          NA      NA      NA     0          0          0 0.68879
0.57484 0.80273     NA     NA 18.0709   17.99069   18.15183         NA
NA 1.07349        NA        NA 10.29445      NA      NA 327.02839
NA      NA 326.55397        NA        NA 18.08393       NA       NA
-15.2697      NA      NA -1.63068      NA      NA 0.375      NA
NA 7.31324      NA      NA 17.79508      NA      NA 8.94392       NA
NA 4.60476      NA      NA        NA            NA            NA
NA            NA 0.47443      NA      NA 0.0014148        NA        NA
NA        NA        NA    NA        NA        NA               NA
NA                   NA

------------------------------------------------
Subject: Request for plotting scripts
From: HARVIR SINGH
Time: Sat Feb 06 09:28:04 2021

VERSION MODEL   DESC FCST_LEAD FCST_VALID_BEG  FCST_VALID_END
OBS_LEAD OBS_VALID_BEG   OBS_VALID_END   FCST_VAR FCST_UNITS FCST_LEV
OBS_VAR OBS_UNITS OBS_LEV OBTYPE VX_MASK INTERP_MTHD INTERP_PNTS
FCST_THRESH OBS_THRESH COV_THRESH ALPHA LINE_TYPE TOTAL FBAR
FBAR_NCL FBAR_NCU FBAR_BCL FBAR_BCU FSTDEV   FSTDEV_NCL FSTDEV_NCU
FSTDEV_BCL FSTDEV_BCU OBAR    OBAR_NCL OBAR_NCU OBAR_BCL OBAR_BCU
OSTDEV   OSTDEV_NCL OSTDEV_NCU OSTDEV_BCL OSTDEV_BCU PR_CORR
PR_CORR_NCL PR_CORR_NCU PR_CORR_BCL PR_CORR_BCU SP_CORR KT_CORR RANKS
FRANK_TIES ORANK_TIES ME      ME_NCL  ME_NCU  ME_BCL ME_BCU ESTDEV
ESTDEV_NCL ESTDEV_NCU ESTDEV_BCL ESTDEV_BCU MBIAS  MBIAS_BCL MBIAS_BCU
MAE      MAE_BCL MAE_BCU MSE       MSE_BCL MSE_BCU BCMSE     BCMSE_BCL
BCMSE_BCU RMSE    RMSE_BCL RMSE_BCU E10       E10_BCL E10_BCU E25
E25_BCL E25_BCU E50      E50_BCL E50_BCU E75    E75_BCL E75_BCU E90
E90_BCL E90_BCU EIQR  EIQR_BCL EIQR_BCU MAD     MAD_BCL MAD_BCU
ANOM_CORR ANOM_CORR_NCL ANOM_CORR_NCU ANOM_CORR_BCL ANOM_CORR_BCU ME2
ME2_BCL ME2_BCU MSESS    MSESS_BCL MSESS_BCU RMSFA RMSFA_BCL RMSFA_BCU
RMSOA RMSOA_BCL RMSOA_BCU ANOM_CORR_UNCNTR ANOM_CORR_UNCNTR_BCL
ANOM_CORR_UNCNTR_BCU
V9.1    GFS-dmo NA   720000    20200802_223000 20200802_223000 720000
20200802_223000 20200802_223000 APCP     kg/m^2     A24      APCP
kg/m^2    A24     IMERG  FULL    NEAREST     1           NA
NA         NA         0.05  CNT       96621 10.81753 10.70623 10.92884
NA       NA 17.65178   17.57343   17.73084         NA         NA
10.4467 10.32248 10.57091       NA       NA 19.69954    19.6121
19.78776         NA         NA 0.39021     0.38485     0.39554
NA          NA      NA      NA     0          0          0 0.37084
0.24035 0.50133     NA     NA 20.69489   20.60303   20.78757
NA         NA 1.0355        NA        NA 11.32241      NA      NA
428.41143      NA      NA 428.27391        NA        NA 20.6981
NA       NA -20.04882      NA      NA -2.3892      NA      NA 0.052162
NA      NA 6.5118      NA      NA 18.021      NA      NA 8.901
NA       NA 4.60566      NA      NA        NA            NA
NA            NA            NA 0.13752      NA      NA -0.10395
NA        NA    NA        NA        NA    NA        NA        NA
NA                   NA                   NA

------------------------------------------------
Subject: Request for plotting scripts
From: HARVIR SINGH
Time: Sat Feb 06 09:28:04 2021

VERSION MODEL   DESC FCST_LEAD FCST_VALID_BEG  FCST_VALID_END
OBS_LEAD OBS_VALID_BEG   OBS_VALID_END   FCST_VAR FCST_UNITS FCST_LEV
OBS_VAR OBS_UNITS OBS_LEV OBTYPE VX_MASK INTERP_MTHD INTERP_PNTS
FCST_THRESH OBS_THRESH COV_THRESH ALPHA LINE_TYPE TOTAL FBAR
FBAR_NCL FBAR_NCU FBAR_BCL FBAR_BCU FSTDEV   FSTDEV_NCL FSTDEV_NCU
FSTDEV_BCL FSTDEV_BCU OBAR     OBAR_NCL OBAR_NCU OBAR_BCL OBAR_BCU
OSTDEV   OSTDEV_NCL OSTDEV_NCU OSTDEV_BCL OSTDEV_BCU PR_CORR
PR_CORR_NCL PR_CORR_NCU PR_CORR_BCL PR_CORR_BCU SP_CORR KT_CORR RANKS
FRANK_TIES ORANK_TIES ME      ME_NCL  ME_NCU  ME_BCL ME_BCU ESTDEV
ESTDEV_NCL ESTDEV_NCU ESTDEV_BCL ESTDEV_BCU MBIAS   MBIAS_BCL
MBIAS_BCU MAE      MAE_BCL MAE_BCU MSE      MSE_BCL MSE_BCU BCMSE
BCMSE_BCL BCMSE_BCU RMSE     RMSE_BCL RMSE_BCU E10       E10_BCL
E10_BCU E25     E25_BCL E25_BCU E50     E50_BCL E50_BCU E75
E75_BCL E75_BCU E90      E90_BCL E90_BCU EIQR    EIQR_BCL EIQR_BCU MAD
MAD_BCL MAD_BCU ANOM_CORR ANOM_CORR_NCL ANOM_CORR_NCU ANOM_CORR_BCL
ANOM_CORR_BCU ME2     ME2_BCL ME2_BCU MSESS   MSESS_BCL MSESS_BCU
RMSFA RMSFA_BCL RMSFA_BCU RMSOA RMSOA_BCL RMSOA_BCU ANOM_CORR_UNCNTR
ANOM_CORR_UNCNTR_BCL ANOM_CORR_UNCNTR_BCU
V9.1    GFS-dmo NA   720000    20200806_223000 20200806_223000 720000
20200806_223000 20200806_223000 APCP     kg/m^2     A24      APCP
kg/m^2    A24     IMERG  FULL    NEAREST     1           NA
NA         NA         0.05  CNT       96621 11.84244 11.72206 11.96283
NA       NA 19.09181   19.00707   19.17732         NA         NA
10.28786 10.13483 10.44089       NA       NA 24.26922    24.1615
24.37792         NA         NA 0.49517     0.49039     0.49991
NA          NA      NA      NA     0          0          0 1.55459
1.41435 1.69482     NA     NA 22.24022    22.1415   22.33982
NA         NA 1.15111        NA        NA 10.28414      NA      NA
497.0388      NA      NA 494.62206        NA        NA 22.29437
NA       NA -12.27721      NA      NA -1.3003      NA      NA 0.27938
NA      NA 7.97617      NA      NA 17.03052      NA      NA 9.27647
NA       NA 4.71263      NA      NA        NA            NA
NA            NA            NA 2.41674      NA      NA 0.15612
NA        NA    NA        NA        NA    NA        NA        NA
NA                   NA                   NA

------------------------------------------------
Subject: Request for plotting scripts
From: HARVIR SINGH
Time: Sat Feb 06 09:28:04 2021

VERSION MODEL   DESC FCST_LEAD FCST_VALID_BEG  FCST_VALID_END
OBS_LEAD OBS_VALID_BEG   OBS_VALID_END   FCST_VAR FCST_UNITS FCST_LEV
OBS_VAR OBS_UNITS OBS_LEV OBTYPE VX_MASK INTERP_MTHD INTERP_PNTS
FCST_THRESH OBS_THRESH COV_THRESH ALPHA LINE_TYPE TOTAL FBAR
FBAR_NCL FBAR_NCU FBAR_BCL FBAR_BCU FSTDEV   FSTDEV_NCL FSTDEV_NCU
FSTDEV_BCL FSTDEV_BCU OBAR     OBAR_NCL OBAR_NCU OBAR_BCL OBAR_BCU
OSTDEV   OSTDEV_NCL OSTDEV_NCU OSTDEV_BCL OSTDEV_BCU PR_CORR
PR_CORR_NCL PR_CORR_NCU PR_CORR_BCL PR_CORR_BCU SP_CORR KT_CORR RANKS
FRANK_TIES ORANK_TIES ME       ME_NCL   ME_NCU   ME_BCL ME_BCU ESTDEV
ESTDEV_NCL ESTDEV_NCU ESTDEV_BCL ESTDEV_BCU MBIAS   MBIAS_BCL
MBIAS_BCU MAE      MAE_BCL MAE_BCU MSE       MSE_BCL MSE_BCU BCMSE
BCMSE_BCL BCMSE_BCU RMSE     RMSE_BCL RMSE_BCU E10       E10_BCL
E10_BCU E25      E25_BCL E25_BCU E50 E50_BCL E50_BCU E75     E75_BCL
E75_BCU E90      E90_BCL E90_BCU EIQR     EIQR_BCL EIQR_BCU MAD
MAD_BCL MAD_BCU ANOM_CORR ANOM_CORR_NCL ANOM_CORR_NCU ANOM_CORR_BCL
ANOM_CORR_BCU ME2     ME2_BCL ME2_BCU MSESS    MSESS_BCL MSESS_BCU
RMSFA RMSFA_BCL RMSFA_BCU RMSOA RMSOA_BCL RMSOA_BCU ANOM_CORR_UNCNTR
ANOM_CORR_UNCNTR_BCL ANOM_CORR_UNCNTR_BCU
V9.1    GFS-dmo NA   720000    20200804_223000 20200804_223000 720000
20200804_223000 20200804_223000 APCP     kg/m^2     A24      APCP
kg/m^2    A24     IMERG  FULL    NEAREST     1           NA
NA         NA         0.05  CNT       96621 14.44297 14.27716 14.60878
NA       NA 26.29665   26.17993   26.41443         NA         NA
15.96575 15.77021 16.16129       NA       NA 31.01115    30.8735
31.15004         NA         NA 0.33362     0.32801     0.33921
NA          NA      NA      NA     0          0          0 -1.52278
-1.73277 -1.31279     NA     NA 33.30276   33.15494   33.45192
NA         NA 0.90462        NA        NA 15.51859      NA      NA
1111.3815      NA      NA 1109.06264        NA        NA 33.33739
NA       NA -24.55524      NA      NA -4.16093      NA      NA   0
NA      NA 5.84811      NA      NA 19.10523      NA      NA 10.00904
NA       NA 5.12388      NA      NA        NA            NA
NA            NA            NA 2.31886      NA      NA -0.15565
NA        NA    NA        NA        NA    NA        NA        NA
NA                   NA                   NA

------------------------------------------------
Subject: Request for plotting scripts
From: HARVIR SINGH
Time: Sat Feb 06 09:28:04 2021

VERSION MODEL   DESC FCST_LEAD FCST_VALID_BEG  FCST_VALID_END
OBS_LEAD OBS_VALID_BEG   OBS_VALID_END   FCST_VAR FCST_UNITS FCST_LEV
OBS_VAR OBS_UNITS OBS_LEV OBTYPE VX_MASK INTERP_MTHD INTERP_PNTS
FCST_THRESH OBS_THRESH COV_THRESH ALPHA LINE_TYPE TOTAL FBAR
FBAR_NCL FBAR_NCU FBAR_BCL FBAR_BCU FSTDEV   FSTDEV_NCL FSTDEV_NCU
FSTDEV_BCL FSTDEV_BCU OBAR     OBAR_NCL OBAR_NCU OBAR_BCL OBAR_BCU
OSTDEV   OSTDEV_NCL OSTDEV_NCU OSTDEV_BCL OSTDEV_BCU PR_CORR
PR_CORR_NCL PR_CORR_NCU PR_CORR_BCL PR_CORR_BCU SP_CORR KT_CORR RANKS
FRANK_TIES ORANK_TIES ME       ME_NCL   ME_NCU   ME_BCL ME_BCU ESTDEV
ESTDEV_NCL ESTDEV_NCU ESTDEV_BCL ESTDEV_BCU MBIAS   MBIAS_BCL
MBIAS_BCU MAE      MAE_BCL MAE_BCU MSE       MSE_BCL MSE_BCU BCMSE
BCMSE_BCL BCMSE_BCU RMSE     RMSE_BCL RMSE_BCU E10       E10_BCL
E10_BCU E25      E25_BCL E25_BCU E50 E50_BCL E50_BCU E75     E75_BCL
E75_BCU E90      E90_BCL E90_BCU EIQR  EIQR_BCL EIQR_BCU MAD
MAD_BCL MAD_BCU ANOM_CORR ANOM_CORR_NCL ANOM_CORR_NCU ANOM_CORR_BCL
ANOM_CORR_BCU ME2    ME2_BCL ME2_BCU MSESS    MSESS_BCL MSESS_BCU
RMSFA RMSFA_BCL RMSFA_BCU RMSOA RMSOA_BCL RMSOA_BCU ANOM_CORR_UNCNTR
ANOM_CORR_UNCNTR_BCL ANOM_CORR_UNCNTR_BCU
V9.1    GFS-dmo NA   720000    20200803_223000 20200803_223000 720000
20200803_223000 20200803_223000 APCP     kg/m^2     A24      APCP
kg/m^2    A24     IMERG  FULL    NEAREST     1           NA
NA         NA         0.05  CNT       96621 12.98572  12.8209 13.15053
NA       NA 26.13926   26.02323   26.25633         NA         NA
14.47054 14.31225 14.62882       NA       NA 25.10283   24.99141
25.21526         NA         NA 0.44699     0.44193     0.45202
NA          NA      NA      NA     0          0          0 -1.48482
-1.65481 -1.31483     NA     NA 26.95945   26.83979    27.0802
NA         NA 0.89739        NA        NA 13.33094      NA      NA
729.00922      NA      NA 726.80453        NA        NA 27.00017
NA       NA -26.03431      NA      NA -5.09109      NA      NA   0
NA      NA 4.75791      NA      NA 16.47767      NA      NA 9.849
NA       NA 4.88648      NA      NA        NA            NA
NA            NA            NA 2.2047      NA      NA -0.15688
NA        NA    NA        NA        NA    NA        NA        NA
NA                   NA                   NA

------------------------------------------------
Subject: Request for plotting scripts
From: HARVIR SINGH
Time: Sat Feb 06 09:28:04 2021

VERSION MODEL   DESC FCST_LEAD FCST_VALID_BEG  FCST_VALID_END
OBS_LEAD OBS_VALID_BEG   OBS_VALID_END   FCST_VAR FCST_UNITS FCST_LEV
OBS_VAR OBS_UNITS OBS_LEV OBTYPE VX_MASK INTERP_MTHD INTERP_PNTS
FCST_THRESH OBS_THRESH COV_THRESH ALPHA LINE_TYPE TOTAL FBAR
FBAR_NCL FBAR_NCU FBAR_BCL FBAR_BCU FSTDEV   FSTDEV_NCL FSTDEV_NCU
FSTDEV_BCL FSTDEV_BCU OBAR     OBAR_NCL OBAR_NCU OBAR_BCL OBAR_BCU
OSTDEV   OSTDEV_NCL OSTDEV_NCU OSTDEV_BCL OSTDEV_BCU PR_CORR
PR_CORR_NCL PR_CORR_NCU PR_CORR_BCL PR_CORR_BCU SP_CORR KT_CORR RANKS
FRANK_TIES ORANK_TIES ME       ME_NCL   ME_NCU   ME_BCL ME_BCU ESTDEV
ESTDEV_NCL ESTDEV_NCU ESTDEV_BCL ESTDEV_BCU MBIAS   MBIAS_BCL
MBIAS_BCU MAE      MAE_BCL MAE_BCU MSE       MSE_BCL MSE_BCU BCMSE
BCMSE_BCL BCMSE_BCU RMSE     RMSE_BCL RMSE_BCU E10      E10_BCL
E10_BCU E25      E25_BCL E25_BCU E50      E50_BCL E50_BCU E75
E75_BCL E75_BCU E90      E90_BCL E90_BCU EIQR   EIQR_BCL EIQR_BCU MAD
MAD_BCL MAD_BCU ANOM_CORR ANOM_CORR_NCL ANOM_CORR_NCU ANOM_CORR_BCL
ANOM_CORR_BCU ME2     ME2_BCL ME2_BCU MSESS   MSESS_BCL MSESS_BCU
RMSFA RMSFA_BCL RMSFA_BCU RMSOA RMSOA_BCL RMSOA_BCU ANOM_CORR_UNCNTR
ANOM_CORR_UNCNTR_BCL ANOM_CORR_UNCNTR_BCU
V9.1    GFS-dmo NA   720000    20200805_223000 20200805_223000 720000
20200805_223000 20200805_223000 APCP     kg/m^2     A24      APCP
kg/m^2    A24     IMERG  FULL    NEAREST     1           NA
NA         NA         0.05  CNT       96621 13.70856 13.57156 13.84556
NA       NA 21.72733   21.63089   21.82464         NA         NA
15.76774 15.55994 15.97553       NA       NA 32.95536   32.80909
33.10296         NA         NA 0.44683     0.44176     0.45186
NA          NA      NA      NA     0          0          0 -2.05918
-2.25025 -1.86811     NA     NA 30.30265   30.16815   30.43837
NA         NA 0.86941        NA        NA 13.70571      NA      NA
922.48135      NA      NA 918.24114        NA        NA 30.37238
NA       NA -23.1985      NA      NA -3.27629      NA      NA 0.022108
NA      NA 5.60061      NA      NA 15.31844      NA      NA 8.8769
NA       NA 4.79758      NA      NA        NA            NA
NA            NA            NA 4.24021      NA      NA 0.15061
NA        NA    NA        NA        NA    NA        NA        NA
NA                   NA                   NA

------------------------------------------------
Subject: Request for plotting scripts
From: HARVIR SINGH
Time: Sat Feb 06 09:28:04 2021

VERSION MODEL   DESC FCST_LEAD FCST_VALID_BEG  FCST_VALID_END
OBS_LEAD OBS_VALID_BEG   OBS_VALID_END   FCST_VAR FCST_UNITS FCST_LEV
OBS_VAR OBS_UNITS OBS_LEV OBTYPE VX_MASK INTERP_MTHD INTERP_PNTS
FCST_THRESH OBS_THRESH COV_THRESH ALPHA LINE_TYPE TOTAL FBAR
FBAR_NCL FBAR_NCU FBAR_BCL FBAR_BCU FSTDEV  FSTDEV_NCL FSTDEV_NCU
FSTDEV_BCL FSTDEV_BCU OBAR    OBAR_NCL OBAR_NCU OBAR_BCL OBAR_BCU
OSTDEV   OSTDEV_NCL OSTDEV_NCU OSTDEV_BCL OSTDEV_BCU PR_CORR
PR_CORR_NCL PR_CORR_NCU PR_CORR_BCL PR_CORR_BCU SP_CORR KT_CORR RANKS
FRANK_TIES ORANK_TIES ME      ME_NCL  ME_NCU  ME_BCL ME_BCU ESTDEV
ESTDEV_NCL ESTDEV_NCU ESTDEV_BCL ESTDEV_BCU MBIAS  MBIAS_BCL MBIAS_BCU
MAE      MAE_BCL MAE_BCU MSE       MSE_BCL MSE_BCU BCMSE     BCMSE_BCL
BCMSE_BCU RMSE     RMSE_BCL RMSE_BCU E10      E10_BCL E10_BCU E25
E25_BCL E25_BCU E50     E50_BCL E50_BCU E75     E75_BCL E75_BCU E90
E90_BCL E90_BCU EIQR    EIQR_BCL EIQR_BCU MAD     MAD_BCL MAD_BCU
ANOM_CORR ANOM_CORR_NCL ANOM_CORR_NCU ANOM_CORR_BCL ANOM_CORR_BCU ME2
ME2_BCL ME2_BCU MSESS    MSESS_BCL MSESS_BCU RMSFA RMSFA_BCL RMSFA_BCU
RMSOA RMSOA_BCL RMSOA_BCU ANOM_CORR_UNCNTR ANOM_CORR_UNCNTR_BCL
ANOM_CORR_UNCNTR_BCU
V9.1    GFS-dmo NA   720000    20200807_223000 20200807_223000 720000
20200807_223000 20200807_223000 APCP     kg/m^2     A24      APCP
kg/m^2    A24     IMERG  FULL    NEAREST     1           NA
NA         NA         0.05  CNT       96621 13.04023 12.88879 13.19167
NA       NA 24.0172   23.91059   24.12476         NA         NA
8.58025   8.4634   8.6971       NA       NA 18.53202   18.44976
18.61502         NA         NA 0.35878     0.35328     0.36427
NA          NA      NA      NA     0          0          0 4.45998
4.30542 4.61454     NA     NA 24.51287   24.40407   24.62266
NA         NA 1.5198        NA        NA 11.21168      NA      NA
620.76625      NA      NA 600.87482        NA        NA 24.91518
NA       NA -9.29863      NA      NA -0.97083      NA      NA 0.77925
NA      NA 9.13647      NA      NA 20.18928      NA      NA 10.1073
NA       NA 4.77588      NA      NA        NA            NA
NA            NA            NA 19.89143      NA      NA -0.80752
NA        NA    NA        NA        NA    NA        NA        NA
NA                   NA                   NA

------------------------------------------------
Subject: Request for plotting scripts
From: HARVIR SINGH
Time: Sat Feb 06 09:28:04 2021

VERSION MODEL   DESC FCST_LEAD FCST_VALID_BEG  FCST_VALID_END
OBS_LEAD OBS_VALID_BEG   OBS_VALID_END   FCST_VAR FCST_UNITS FCST_LEV
OBS_VAR OBS_UNITS OBS_LEV OBTYPE VX_MASK INTERP_MTHD INTERP_PNTS
FCST_THRESH OBS_THRESH COV_THRESH ALPHA LINE_TYPE TOTAL FBAR
FBAR_NCL FBAR_NCU FBAR_BCL FBAR_BCU FSTDEV   FSTDEV_NCL FSTDEV_NCU
FSTDEV_BCL FSTDEV_BCU OBAR    OBAR_NCL OBAR_NCU OBAR_BCL OBAR_BCU
OSTDEV   OSTDEV_NCL OSTDEV_NCU OSTDEV_BCL OSTDEV_BCU PR_CORR
PR_CORR_NCL PR_CORR_NCU PR_CORR_BCL PR_CORR_BCU SP_CORR KT_CORR RANKS
FRANK_TIES ORANK_TIES ME      ME_NCL  ME_NCU  ME_BCL ME_BCU ESTDEV
ESTDEV_NCL ESTDEV_NCU ESTDEV_BCL ESTDEV_BCU MBIAS   MBIAS_BCL
MBIAS_BCU MAE      MAE_BCL MAE_BCU MSE       MSE_BCL MSE_BCU BCMSE
BCMSE_BCL BCMSE_BCU RMSE    RMSE_BCL RMSE_BCU E10      E10_BCL E10_BCU
E25      E25_BCL E25_BCU E50     E50_BCL E50_BCU E75     E75_BCL
E75_BCU E90      E90_BCL E90_BCU EIQR    EIQR_BCL EIQR_BCU MAD
MAD_BCL MAD_BCU ANOM_CORR ANOM_CORR_NCL ANOM_CORR_NCU ANOM_CORR_BCL
ANOM_CORR_BCU ME2     ME2_BCL ME2_BCU MSESS    MSESS_BCL MSESS_BCU
RMSFA RMSFA_BCL RMSFA_BCU RMSOA RMSOA_BCL RMSOA_BCU ANOM_CORR_UNCNTR
ANOM_CORR_UNCNTR_BCL ANOM_CORR_UNCNTR_BCU
V9.1    GFS-dmo NA   720000    20200808_223000 20200808_223000 720000
20200808_223000 20200808_223000 APCP     kg/m^2     A24      APCP
kg/m^2    A24     IMERG  FULL    NEAREST     1           NA
NA         NA         0.05  CNT       96621 10.49311 10.39255 10.59368
NA       NA 15.94929   15.87849   16.02072         NA         NA
9.74839  9.62723  9.86956       NA       NA 19.21601   19.13072
19.30208         NA         NA 0.32166       0.316      0.3273
NA          NA      NA      NA     0          0          0 0.74472
0.61451 0.87493     NA     NA 20.65108   20.55942   20.74357
NA         NA 1.07639        NA        NA 10.52363      NA      NA
427.01724      NA      NA 426.46264        NA        NA 20.6644
NA       NA -13.8911      NA      NA -2.02501      NA      NA 0.06127
NA      NA 6.85602      NA      NA 17.94967      NA      NA 8.88103
NA       NA 4.28296      NA      NA        NA            NA
NA            NA            NA 0.55461      NA      NA -0.15643
NA        NA    NA        NA        NA    NA        NA        NA
NA                   NA                   NA

------------------------------------------------
Subject: Request for plotting scripts
From: HARVIR SINGH
Time: Sat Feb 06 09:28:04 2021

VERSION MODEL   DESC FCST_LEAD FCST_VALID_BEG  FCST_VALID_END
OBS_LEAD OBS_VALID_BEG   OBS_VALID_END   FCST_VAR FCST_UNITS FCST_LEV
OBS_VAR OBS_UNITS OBS_LEV OBTYPE VX_MASK INTERP_MTHD INTERP_PNTS
FCST_THRESH OBS_THRESH COV_THRESH ALPHA LINE_TYPE TOTAL FBAR
FBAR_NCL FBAR_NCU FBAR_BCL FBAR_BCU FSTDEV   FSTDEV_NCL FSTDEV_NCU
FSTDEV_BCL FSTDEV_BCU OBAR     OBAR_NCL OBAR_NCU OBAR_BCL OBAR_BCU
OSTDEV   OSTDEV_NCL OSTDEV_NCU OSTDEV_BCL OSTDEV_BCU PR_CORR
PR_CORR_NCL PR_CORR_NCU PR_CORR_BCL PR_CORR_BCU SP_CORR KT_CORR RANKS
FRANK_TIES ORANK_TIES ME       ME_NCL   ME_NCU   ME_BCL ME_BCU ESTDEV
ESTDEV_NCL ESTDEV_NCU ESTDEV_BCL ESTDEV_BCU MBIAS   MBIAS_BCL
MBIAS_BCU MAE     MAE_BCL MAE_BCU MSE       MSE_BCL MSE_BCU BCMSE
BCMSE_BCL BCMSE_BCU RMSE    RMSE_BCL RMSE_BCU E10       E10_BCL
E10_BCU E25      E25_BCL E25_BCU E50 E50_BCL E50_BCU E75     E75_BCL
E75_BCU E90      E90_BCL E90_BCU EIQR     EIQR_BCL EIQR_BCU MAD
MAD_BCL MAD_BCU ANOM_CORR ANOM_CORR_NCL ANOM_CORR_NCU ANOM_CORR_BCL
ANOM_CORR_BCU ME2      ME2_BCL ME2_BCU MSESS     MSESS_BCL MSESS_BCU
RMSFA RMSFA_BCL RMSFA_BCU RMSOA RMSOA_BCL RMSOA_BCU ANOM_CORR_UNCNTR
ANOM_CORR_UNCNTR_BCL ANOM_CORR_UNCNTR_BCU
V9.1    GFS-dmo NA   720000    20200809_223000 20200809_223000 720000
20200809_223000 20200809_223000 APCP     kg/m^2     A24      APCP
kg/m^2    A24     IMERG  FULL    NEAREST     1           NA
NA         NA         0.05  CNT       96621 11.01859 10.92169 11.11549
NA       NA 15.36796   15.29975   15.43679         NA         NA
11.30477 11.17544  11.4341       NA       NA 20.51067   20.41963
20.60253         NA         NA 0.36671     0.36124     0.37216
NA          NA      NA      NA     0          0          0 -0.28618
-0.41627 -0.15609     NA     NA 20.63202   20.54044   20.72442
NA         NA 0.97469        NA        NA 11.1622      NA      NA
425.75763      NA      NA 425.67573        NA        NA 20.6339
NA       NA -17.40002      NA      NA -3.44957      NA      NA   0
NA      NA 6.68157      NA      NA 17.97231      NA      NA 10.13114
NA       NA 5.08707      NA      NA        NA            NA
NA            NA            NA 0.081898      NA      NA -0.012052
NA        NA    NA        NA        NA    NA        NA        NA
NA                   NA                   NA

------------------------------------------------
Subject: Request for plotting scripts
From: HARVIR SINGH
Time: Sat Feb 06 09:28:04 2021

VERSION MODEL   DESC FCST_LEAD FCST_VALID_BEG  FCST_VALID_END
OBS_LEAD OBS_VALID_BEG   OBS_VALID_END   FCST_VAR FCST_UNITS FCST_LEV
OBS_VAR OBS_UNITS OBS_LEV OBTYPE VX_MASK INTERP_MTHD INTERP_PNTS
FCST_THRESH OBS_THRESH COV_THRESH ALPHA LINE_TYPE TOTAL FBAR
FBAR_NCL FBAR_NCU FBAR_BCL FBAR_BCU FSTDEV   FSTDEV_NCL FSTDEV_NCU
FSTDEV_BCL FSTDEV_BCU OBAR    OBAR_NCL OBAR_NCU OBAR_BCL OBAR_BCU
OSTDEV   OSTDEV_NCL OSTDEV_NCU OSTDEV_BCL OSTDEV_BCU PR_CORR
PR_CORR_NCL PR_CORR_NCU PR_CORR_BCL PR_CORR_BCU SP_CORR KT_CORR RANKS
FRANK_TIES ORANK_TIES ME      ME_NCL  ME_NCU  ME_BCL ME_BCU ESTDEV
ESTDEV_NCL ESTDEV_NCU ESTDEV_BCL ESTDEV_BCU MBIAS   MBIAS_BCL
MBIAS_BCU MAE      MAE_BCL MAE_BCU MSE       MSE_BCL MSE_BCU BCMSE
BCMSE_BCL BCMSE_BCU RMSE   RMSE_BCL RMSE_BCU E10       E10_BCL E10_BCU
E25      E25_BCL E25_BCU E50    E50_BCL E50_BCU E75     E75_BCL
E75_BCU E90      E90_BCL E90_BCU EIQR    EIQR_BCL EIQR_BCU MAD
MAD_BCL MAD_BCU ANOM_CORR ANOM_CORR_NCL ANOM_CORR_NCU ANOM_CORR_BCL
ANOM_CORR_BCU ME2     ME2_BCL ME2_BCU MSESS    MSESS_BCL MSESS_BCU
RMSFA RMSFA_BCL RMSFA_BCU RMSOA RMSOA_BCL RMSOA_BCU ANOM_CORR_UNCNTR
ANOM_CORR_UNCNTR_BCL ANOM_CORR_UNCNTR_BCU
V9.1    GFS-dmo NA   960000    20200802_223000 20200802_223000 960000
20200802_223000 20200802_223000 APCP     kg/m^2     A24      APCP
kg/m^2    A24     IMERG  FULL    NEAREST     1           NA
NA         NA         0.05  CNT       96621 11.31299 11.19301 11.43297
NA       NA 19.02813   18.94367   19.11335         NA         NA
10.4467 10.32248 10.57091       NA       NA 19.69954    19.6121
19.78776         NA         NA 0.38987     0.38451     0.39521
NA          NA      NA      NA     0          0          0 0.86629
0.73137 1.00121     NA     NA 21.39758    21.3026   21.49341
NA         NA 1.08292        NA        NA 11.24054      NA      NA
458.60202      NA      NA 457.85157        NA        NA 21.415
NA       NA -19.25465      NA      NA -2.09433      NA      NA 0.1875
NA      NA 6.91991      NA      NA 18.34669      NA      NA 9.01424
NA       NA 4.7415      NA      NA        NA            NA
NA            NA            NA 0.75046      NA      NA -0.18175
NA        NA    NA        NA        NA    NA        NA        NA
NA                   NA                   NA

------------------------------------------------
Subject: Request for plotting scripts
From: HARVIR SINGH
Time: Sat Feb 06 09:28:04 2021

VERSION MODEL   DESC FCST_LEAD FCST_VALID_BEG  FCST_VALID_END
OBS_LEAD OBS_VALID_BEG   OBS_VALID_END   FCST_VAR FCST_UNITS FCST_LEV
OBS_VAR OBS_UNITS OBS_LEV OBTYPE VX_MASK INTERP_MTHD INTERP_PNTS
FCST_THRESH OBS_THRESH COV_THRESH ALPHA LINE_TYPE TOTAL FBAR
FBAR_NCL FBAR_NCU FBAR_BCL FBAR_BCU FSTDEV   FSTDEV_NCL FSTDEV_NCU
FSTDEV_BCL FSTDEV_BCU OBAR    OBAR_NCL OBAR_NCU OBAR_BCL OBAR_BCU
OSTDEV   OSTDEV_NCL OSTDEV_NCU OSTDEV_BCL OSTDEV_BCU PR_CORR
PR_CORR_NCL PR_CORR_NCU PR_CORR_BCL PR_CORR_BCU SP_CORR KT_CORR RANKS
FRANK_TIES ORANK_TIES ME      ME_NCL ME_NCU  ME_BCL ME_BCU ESTDEV
ESTDEV_NCL ESTDEV_NCU ESTDEV_BCL ESTDEV_BCU MBIAS   MBIAS_BCL
MBIAS_BCU MAE      MAE_BCL MAE_BCU MSE       MSE_BCL MSE_BCU BCMSE
BCMSE_BCL BCMSE_BCU RMSE     RMSE_BCL RMSE_BCU E10       E10_BCL
E10_BCU E25      E25_BCL E25_BCU E50     E50_BCL E50_BCU E75
E75_BCL E75_BCU E90      E90_BCL E90_BCU EIQR    EIQR_BCL EIQR_BCU MAD
MAD_BCL MAD_BCU ANOM_CORR ANOM_CORR_NCL ANOM_CORR_NCU ANOM_CORR_BCL
ANOM_CORR_BCU ME2     ME2_BCL ME2_BCU MSESS    MSESS_BCL MSESS_BCU
RMSFA RMSFA_BCL RMSFA_BCU RMSOA RMSOA_BCL RMSOA_BCU ANOM_CORR_UNCNTR
ANOM_CORR_UNCNTR_BCL ANOM_CORR_UNCNTR_BCU
V9.1    GFS-dmo NA   960000    20200801_223000 20200801_223000 960000
20200801_223000 20200801_223000 APCP     kg/m^2     A24      APCP
kg/m^2    A24     IMERG  FULL    NEAREST     1           NA
NA         NA         0.05  CNT       96621 10.14893 10.06665 10.23121
NA       NA 13.04871    12.9908   13.10716         NA         NA
9.37304  9.25893  9.48714       NA       NA 18.09673   18.01641
18.17778         NA         NA 0.24571     0.23977     0.25162
NA          NA      NA      NA     0          0          0 0.77589
0.6527 0.89909     NA     NA 19.53764   19.45091   19.62514         NA
NA 1.08278        NA        NA 11.07909      NA      NA 382.31725
NA      NA 381.71523        NA        NA 19.55293       NA       NA
-16.91277      NA      NA -1.93167      NA      NA 0.29926      NA
NA 7.84652      NA      NA 18.65286      NA      NA 9.77819       NA
NA 5.10115      NA      NA        NA            NA            NA
NA            NA 0.60201      NA      NA -0.16741        NA        NA
NA        NA        NA    NA        NA        NA               NA
NA                   NA

------------------------------------------------
Subject: Request for plotting scripts
From: HARVIR SINGH
Time: Sat Feb 06 09:28:04 2021

VERSION MODEL   DESC FCST_LEAD FCST_VALID_BEG  FCST_VALID_END
OBS_LEAD OBS_VALID_BEG   OBS_VALID_END   FCST_VAR FCST_UNITS FCST_LEV
OBS_VAR OBS_UNITS OBS_LEV OBTYPE VX_MASK INTERP_MTHD INTERP_PNTS
FCST_THRESH OBS_THRESH COV_THRESH ALPHA LINE_TYPE TOTAL FBAR
FBAR_NCL FBAR_NCU FBAR_BCL FBAR_BCU FSTDEV   FSTDEV_NCL FSTDEV_NCU
FSTDEV_BCL FSTDEV_BCU OBAR     OBAR_NCL OBAR_NCU OBAR_BCL OBAR_BCU
OSTDEV   OSTDEV_NCL OSTDEV_NCU OSTDEV_BCL OSTDEV_BCU PR_CORR
PR_CORR_NCL PR_CORR_NCU PR_CORR_BCL PR_CORR_BCU SP_CORR KT_CORR RANKS
FRANK_TIES ORANK_TIES ME       ME_NCL  ME_NCU   ME_BCL ME_BCU ESTDEV
ESTDEV_NCL ESTDEV_NCU ESTDEV_BCL ESTDEV_BCU MBIAS   MBIAS_BCL
MBIAS_BCU MAE      MAE_BCL MAE_BCU MSE       MSE_BCL MSE_BCU BCMSE
BCMSE_BCL BCMSE_BCU RMSE     RMSE_BCL RMSE_BCU E10       E10_BCL
E10_BCU E25      E25_BCL E25_BCU E50 E50_BCL E50_BCU E75     E75_BCL
E75_BCU E90      E90_BCL E90_BCU EIQR     EIQR_BCL EIQR_BCU MAD
MAD_BCL MAD_BCU ANOM_CORR ANOM_CORR_NCL ANOM_CORR_NCU ANOM_CORR_BCL
ANOM_CORR_BCU ME2     ME2_BCL ME2_BCU MSESS    MSESS_BCL MSESS_BCU
RMSFA RMSFA_BCL RMSFA_BCU RMSOA RMSOA_BCL RMSOA_BCU ANOM_CORR_UNCNTR
ANOM_CORR_UNCNTR_BCL ANOM_CORR_UNCNTR_BCU
V9.1    GFS-dmo NA   960000    20200803_223000 20200803_223000 960000
20200803_223000 20200803_223000 APCP     kg/m^2     A24      APCP
kg/m^2    A24     IMERG  FULL    NEAREST     1           NA
NA         NA         0.05  CNT       96621 12.14139 11.98737 12.29541
NA       NA 24.42705   24.31863   24.53645         NA         NA
14.47054 14.31225 14.62882       NA       NA 25.10283   24.99141
25.21526         NA         NA 0.41005     0.40479     0.41528
NA          NA      NA      NA     0          0          0 -2.32915
-2.4988 -2.15949     NA     NA 26.90648   26.78705   27.02698
NA         NA 0.83904        NA        NA 13.52091      NA      NA
729.37603      NA      NA 723.9511        NA        NA 27.00696
NA       NA -27.74395      NA      NA -5.98636      NA      NA   0
NA      NA 4.99171      NA      NA 16.13788      NA      NA 10.97807
NA       NA 5.38568      NA      NA        NA            NA
NA            NA            NA 5.42493      NA      NA -0.15746
NA        NA    NA        NA        NA    NA        NA        NA
NA                   NA                   NA

------------------------------------------------
Subject: Request for plotting scripts
From: HARVIR SINGH
Time: Sat Feb 06 09:28:04 2021

VERSION MODEL   DESC FCST_LEAD FCST_VALID_BEG  FCST_VALID_END
OBS_LEAD OBS_VALID_BEG   OBS_VALID_END   FCST_VAR FCST_UNITS FCST_LEV
OBS_VAR OBS_UNITS OBS_LEV OBTYPE VX_MASK INTERP_MTHD INTERP_PNTS
FCST_THRESH OBS_THRESH COV_THRESH ALPHA LINE_TYPE TOTAL FBAR
FBAR_NCL FBAR_NCU FBAR_BCL FBAR_BCU FSTDEV   FSTDEV_NCL FSTDEV_NCU
FSTDEV_BCL FSTDEV_BCU OBAR     OBAR_NCL OBAR_NCU OBAR_BCL OBAR_BCU
OSTDEV   OSTDEV_NCL OSTDEV_NCU OSTDEV_BCL OSTDEV_BCU PR_CORR
PR_CORR_NCL PR_CORR_NCU PR_CORR_BCL PR_CORR_BCU SP_CORR KT_CORR RANKS
FRANK_TIES ORANK_TIES ME       ME_NCL   ME_NCU  ME_BCL ME_BCU ESTDEV
ESTDEV_NCL ESTDEV_NCU ESTDEV_BCL ESTDEV_BCU MBIAS   MBIAS_BCL
MBIAS_BCU MAE      MAE_BCL MAE_BCU MSE        MSE_BCL MSE_BCU BCMSE
BCMSE_BCL BCMSE_BCU RMSE     RMSE_BCL RMSE_BCU E10       E10_BCL
E10_BCU E25     E25_BCL E25_BCU E50     E50_BCL E50_BCU E75
E75_BCL E75_BCU E90      E90_BCL E90_BCU EIQR    EIQR_BCL EIQR_BCU MAD
MAD_BCL MAD_BCU ANOM_CORR ANOM_CORR_NCL ANOM_CORR_NCU ANOM_CORR_BCL
ANOM_CORR_BCU ME2     ME2_BCL ME2_BCU MSESS    MSESS_BCL MSESS_BCU
RMSFA RMSFA_BCL RMSFA_BCU RMSOA RMSOA_BCL RMSOA_BCU ANOM_CORR_UNCNTR
ANOM_CORR_UNCNTR_BCL ANOM_CORR_UNCNTR_BCU
V9.1    GFS-dmo NA   960000    20200804_223000 20200804_223000 960000
20200804_223000 20200804_223000 APCP     kg/m^2     A24      APCP
kg/m^2    A24     IMERG  FULL    NEAREST     1           NA
NA         NA         0.05  CNT       96621 15.08781 14.89455 15.28106
NA       NA 30.64871   30.51267   30.78598         NA         NA
15.96575 15.77021 16.16129       NA       NA 31.01115    30.8735
31.15004         NA         NA 0.32636     0.32072     0.33198
NA          NA      NA      NA     0          0          0 -0.87794
-1.10359 -0.6523     NA     NA 35.78619   35.62735   35.94647
NA         NA 0.94501        NA        NA 15.82327      NA      NA
1281.40889      NA      NA 1280.63811        NA        NA 35.79677
NA       NA -25.00239      NA      NA -2.7948      NA      NA 0.34255
NA      NA 6.70099      NA      NA 17.75999      NA      NA 9.49579
NA       NA 5.16734      NA      NA        NA            NA
NA            NA            NA 0.77078      NA      NA -0.33245
NA        NA    NA        NA        NA    NA        NA        NA
NA                   NA                   NA

------------------------------------------------
Subject: Request for plotting scripts
From: HARVIR SINGH
Time: Sat Feb 06 09:28:04 2021

VERSION MODEL   DESC FCST_LEAD FCST_VALID_BEG  FCST_VALID_END
OBS_LEAD OBS_VALID_BEG   OBS_VALID_END   FCST_VAR FCST_UNITS FCST_LEV
OBS_VAR OBS_UNITS OBS_LEV OBTYPE VX_MASK INTERP_MTHD INTERP_PNTS
FCST_THRESH OBS_THRESH COV_THRESH ALPHA LINE_TYPE TOTAL FBAR
FBAR_NCL FBAR_NCU FBAR_BCL FBAR_BCU FSTDEV   FSTDEV_NCL FSTDEV_NCU
FSTDEV_BCL FSTDEV_BCU OBAR    OBAR_NCL OBAR_NCU OBAR_BCL OBAR_BCU
OSTDEV   OSTDEV_NCL OSTDEV_NCU OSTDEV_BCL OSTDEV_BCU PR_CORR
PR_CORR_NCL PR_CORR_NCU PR_CORR_BCL PR_CORR_BCU SP_CORR KT_CORR RANKS
FRANK_TIES ORANK_TIES ME    ME_NCL  ME_NCU  ME_BCL ME_BCU ESTDEV
ESTDEV_NCL ESTDEV_NCU ESTDEV_BCL ESTDEV_BCU MBIAS  MBIAS_BCL MBIAS_BCU
MAE      MAE_BCL MAE_BCU MSE       MSE_BCL MSE_BCU BCMSE     BCMSE_BCL
BCMSE_BCU RMSE     RMSE_BCL RMSE_BCU E10       E10_BCL E10_BCU E25
E25_BCL E25_BCU E50     E50_BCL E50_BCU E75     E75_BCL E75_BCU E90
E90_BCL E90_BCU EIQR    EIQR_BCL EIQR_BCU MAD     MAD_BCL MAD_BCU
ANOM_CORR ANOM_CORR_NCL ANOM_CORR_NCU ANOM_CORR_BCL ANOM_CORR_BCU ME2
ME2_BCL ME2_BCU MSESS    MSESS_BCL MSESS_BCU RMSFA RMSFA_BCL RMSFA_BCU
RMSOA RMSOA_BCL RMSOA_BCU ANOM_CORR_UNCNTR ANOM_CORR_UNCNTR_BCL
ANOM_CORR_UNCNTR_BCU
V9.1    GFS-dmo NA   960000    20200807_223000 20200807_223000 960000
20200807_223000 20200807_223000 APCP     kg/m^2     A24      APCP
kg/m^2    A24     IMERG  FULL    NEAREST     1           NA
NA         NA         0.05  CNT       96621 11.54125 11.44417 11.63834
NA       NA 15.39728   15.32893   15.46624         NA         NA
8.58025   8.4634   8.6971       NA       NA 18.53202   18.44976
18.61502         NA         NA 0.34094     0.33535      0.3465
NA          NA      NA      NA     0          0          0 2.961
2.83713 3.08487     NA     NA 19.64544   19.55824   19.73343
NA         NA 1.3451        NA        NA 10.54162      NA      NA
394.70701      NA      NA 385.93947        NA        NA 19.86723
NA       NA -10.22471      NA      NA -1.02446      NA      NA 1.01217
NA      NA 9.54404      NA      NA 20.57055      NA      NA 10.5685
NA       NA 5.09254      NA      NA        NA            NA
NA            NA            NA 8.76754      NA      NA -0.14929
NA        NA    NA        NA        NA    NA        NA        NA
NA                   NA                   NA

------------------------------------------------
Subject: Request for plotting scripts
From: HARVIR SINGH
Time: Sat Feb 06 09:28:04 2021

VERSION MODEL   DESC FCST_LEAD FCST_VALID_BEG  FCST_VALID_END
OBS_LEAD OBS_VALID_BEG   OBS_VALID_END   FCST_VAR FCST_UNITS FCST_LEV
OBS_VAR OBS_UNITS OBS_LEV OBTYPE VX_MASK INTERP_MTHD INTERP_PNTS
FCST_THRESH OBS_THRESH COV_THRESH ALPHA LINE_TYPE TOTAL FBAR
FBAR_NCL FBAR_NCU FBAR_BCL FBAR_BCU FSTDEV   FSTDEV_NCL FSTDEV_NCU
FSTDEV_BCL FSTDEV_BCU OBAR     OBAR_NCL OBAR_NCU OBAR_BCL OBAR_BCU
OSTDEV   OSTDEV_NCL OSTDEV_NCU OSTDEV_BCL OSTDEV_BCU PR_CORR
PR_CORR_NCL PR_CORR_NCU PR_CORR_BCL PR_CORR_BCU SP_CORR KT_CORR RANKS
FRANK_TIES ORANK_TIES ME    ME_NCL  ME_NCU  ME_BCL ME_BCU ESTDEV
ESTDEV_NCL ESTDEV_NCU ESTDEV_BCL ESTDEV_BCU MBIAS   MBIAS_BCL
MBIAS_BCU MAE      MAE_BCL MAE_BCU MSE       MSE_BCL MSE_BCU BCMSE
BCMSE_BCL BCMSE_BCU RMSE     RMSE_BCL RMSE_BCU E10       E10_BCL
E10_BCU E25      E25_BCL E25_BCU E50     E50_BCL E50_BCU E75
E75_BCL E75_BCU E90      E90_BCL E90_BCU EIQR    EIQR_BCL EIQR_BCU MAD
MAD_BCL MAD_BCU ANOM_CORR ANOM_CORR_NCL ANOM_CORR_NCU ANOM_CORR_BCL
ANOM_CORR_BCU ME2     ME2_BCL ME2_BCU MSESS   MSESS_BCL MSESS_BCU
RMSFA RMSFA_BCL RMSFA_BCU RMSOA RMSOA_BCL RMSOA_BCU ANOM_CORR_UNCNTR
ANOM_CORR_UNCNTR_BCL ANOM_CORR_UNCNTR_BCU
V9.1    GFS-dmo NA   960000    20200806_223000 20200806_223000 960000
20200806_223000 20200806_223000 APCP     kg/m^2     A24      APCP
kg/m^2    A24     IMERG  FULL    NEAREST     1           NA
NA         NA         0.05  CNT       96621 12.53186 12.39283 12.67088
NA       NA 22.04859   21.95072   22.14734         NA         NA
10.28786 10.13483 10.44089       NA       NA 24.26922    24.1615
24.37792         NA         NA 0.57596     0.57173     0.58016
NA          NA      NA      NA     0          0          0 2.244
2.10895 2.37905     NA     NA 21.41816   21.32309   21.51409
NA         NA 1.21812        NA        NA 10.62929      NA      NA
463.76835      NA      NA 458.73282        NA        NA 21.53528
NA       NA -11.99888      NA      NA -0.99822      NA      NA 0.72616
NA      NA 8.26045      NA      NA 18.91644      NA      NA 9.25867
NA       NA 4.91259      NA      NA        NA            NA
NA            NA            NA 5.03554      NA      NA 0.21261
NA        NA    NA        NA        NA    NA        NA        NA
NA                   NA                   NA

------------------------------------------------
Subject: Request for plotting scripts
From: HARVIR SINGH
Time: Sat Feb 06 09:28:04 2021

VERSION MODEL   DESC FCST_LEAD FCST_VALID_BEG  FCST_VALID_END
OBS_LEAD OBS_VALID_BEG   OBS_VALID_END   FCST_VAR FCST_UNITS FCST_LEV
OBS_VAR OBS_UNITS OBS_LEV OBTYPE VX_MASK INTERP_MTHD INTERP_PNTS
FCST_THRESH OBS_THRESH COV_THRESH ALPHA LINE_TYPE TOTAL FBAR
FBAR_NCL FBAR_NCU FBAR_BCL FBAR_BCU FSTDEV   FSTDEV_NCL FSTDEV_NCU
FSTDEV_BCL FSTDEV_BCU OBAR     OBAR_NCL OBAR_NCU OBAR_BCL OBAR_BCU
OSTDEV   OSTDEV_NCL OSTDEV_NCU OSTDEV_BCL OSTDEV_BCU PR_CORR
PR_CORR_NCL PR_CORR_NCU PR_CORR_BCL PR_CORR_BCU SP_CORR KT_CORR RANKS
FRANK_TIES ORANK_TIES ME       ME_NCL   ME_NCU   ME_BCL ME_BCU ESTDEV
ESTDEV_NCL ESTDEV_NCU ESTDEV_BCL ESTDEV_BCU MBIAS  MBIAS_BCL MBIAS_BCU
MAE     MAE_BCL MAE_BCU MSE       MSE_BCL MSE_BCU BCMSE     BCMSE_BCL
BCMSE_BCU RMSE     RMSE_BCL RMSE_BCU E10      E10_BCL E10_BCU E25
E25_BCL E25_BCU E50      E50_BCL E50_BCU E75    E75_BCL E75_BCU E90
E90_BCL E90_BCU EIQR     EIQR_BCL EIQR_BCU MAD     MAD_BCL MAD_BCU
ANOM_CORR ANOM_CORR_NCL ANOM_CORR_NCU ANOM_CORR_BCL ANOM_CORR_BCU ME2
ME2_BCL ME2_BCU MSESS  MSESS_BCL MSESS_BCU RMSFA RMSFA_BCL RMSFA_BCU
RMSOA RMSOA_BCL RMSOA_BCU ANOM_CORR_UNCNTR ANOM_CORR_UNCNTR_BCL
ANOM_CORR_UNCNTR_BCU
V9.1    GFS-dmo NA   960000    20200805_223000 20200805_223000 960000
20200805_223000 20200805_223000 APCP     kg/m^2     A24      APCP
kg/m^2    A24     IMERG  FULL    NEAREST     1           NA
NA         NA         0.05  CNT       96621 13.92606 13.79956 14.05256
NA       NA 20.06243   19.97338   20.15229         NA         NA
15.76774 15.55994 15.97553       NA       NA 32.95536   32.80909
33.10296         NA         NA 0.41963     0.41442     0.42481
NA          NA      NA      NA     0          0          0 -1.84168
-2.03434 -1.64901     NA     NA 30.55596   30.42034   30.69282
NA         NA 0.8832        NA        NA 14.5526      NA      NA
937.04903      NA      NA 933.65726        NA        NA 30.61126
NA       NA -24.5597      NA      NA -3.33228      NA      NA 0.075195
NA      NA 6.7178      NA      NA 18.45914      NA      NA 10.05008
NA       NA 5.59772      NA      NA        NA            NA
NA            NA            NA 3.39177      NA      NA 0.1372
NA        NA    NA        NA        NA    NA        NA        NA
NA                   NA                   NA

------------------------------------------------
Subject: Request for plotting scripts
From: HARVIR SINGH
Time: Sat Feb 06 09:28:04 2021

VERSION MODEL   DESC FCST_LEAD FCST_VALID_BEG  FCST_VALID_END
OBS_LEAD OBS_VALID_BEG   OBS_VALID_END   FCST_VAR FCST_UNITS FCST_LEV
OBS_VAR OBS_UNITS OBS_LEV OBTYPE VX_MASK INTERP_MTHD INTERP_PNTS
FCST_THRESH OBS_THRESH COV_THRESH ALPHA LINE_TYPE TOTAL FBAR
FBAR_NCL FBAR_NCU FBAR_BCL FBAR_BCU FSTDEV   FSTDEV_NCL FSTDEV_NCU
FSTDEV_BCL FSTDEV_BCU OBAR    OBAR_NCL OBAR_NCU OBAR_BCL OBAR_BCU
OSTDEV   OSTDEV_NCL OSTDEV_NCU OSTDEV_BCL OSTDEV_BCU PR_CORR
PR_CORR_NCL PR_CORR_NCU PR_CORR_BCL PR_CORR_BCU SP_CORR KT_CORR RANKS
FRANK_TIES ORANK_TIES ME      ME_NCL  ME_NCU  ME_BCL ME_BCU ESTDEV
ESTDEV_NCL ESTDEV_NCU ESTDEV_BCL ESTDEV_BCU MBIAS   MBIAS_BCL
MBIAS_BCU MAE      MAE_BCL MAE_BCU MSE       MSE_BCL MSE_BCU BCMSE
BCMSE_BCL BCMSE_BCU RMSE     RMSE_BCL RMSE_BCU E10       E10_BCL
E10_BCU E25      E25_BCL E25_BCU E50     E50_BCL E50_BCU E75
E75_BCL E75_BCU E90     E90_BCL E90_BCU EIQR    EIQR_BCL EIQR_BCU MAD
MAD_BCL MAD_BCU ANOM_CORR ANOM_CORR_NCL ANOM_CORR_NCU ANOM_CORR_BCL
ANOM_CORR_BCU ME2     ME2_BCL ME2_BCU MSESS    MSESS_BCL MSESS_BCU
RMSFA RMSFA_BCL RMSFA_BCU RMSOA RMSOA_BCL RMSOA_BCU ANOM_CORR_UNCNTR
ANOM_CORR_UNCNTR_BCL ANOM_CORR_UNCNTR_BCU
V9.1    GFS-dmo NA   960000    20200808_223000 20200808_223000 960000
20200808_223000 20200808_223000 APCP     kg/m^2     A24      APCP
kg/m^2    A24     IMERG  FULL    NEAREST     1           NA
NA         NA         0.05  CNT       96621 11.17496 11.06245 11.28746
NA       NA 17.84315   17.76395   17.92306         NA         NA
9.74839  9.62723  9.86956       NA       NA 19.21601   19.13072
19.30208         NA         NA 0.30013     0.29438     0.30585
NA          NA      NA      NA     0          0          0 1.42656
1.28815 1.56497     NA     NA 21.95045   21.85302   22.04876
NA         NA 1.14634        NA        NA 10.95362      NA      NA
483.85244      NA      NA 481.81737        NA        NA 21.99665
NA       NA -13.48845      NA      NA -1.64155      NA      NA 0.16837
NA      NA 6.96644      NA      NA 20.4907      NA      NA 8.60799
NA       NA 4.28492      NA      NA        NA            NA
NA            NA            NA 2.03508      NA      NA -0.31035
NA        NA    NA        NA        NA    NA        NA        NA
NA                   NA                   NA

------------------------------------------------
Subject: Request for plotting scripts
From: HARVIR SINGH
Time: Sat Feb 06 09:28:04 2021

VERSION MODEL   DESC FCST_LEAD FCST_VALID_BEG  FCST_VALID_END
OBS_LEAD OBS_VALID_BEG   OBS_VALID_END   FCST_VAR FCST_UNITS FCST_LEV
OBS_VAR OBS_UNITS OBS_LEV OBTYPE VX_MASK INTERP_MTHD INTERP_PNTS
FCST_THRESH OBS_THRESH COV_THRESH ALPHA LINE_TYPE TOTAL FBAR
FBAR_NCL FBAR_NCU FBAR_BCL FBAR_BCU FSTDEV   FSTDEV_NCL FSTDEV_NCU
FSTDEV_BCL FSTDEV_BCU OBAR    OBAR_NCL OBAR_NCU OBAR_BCL OBAR_BCU
OSTDEV   OSTDEV_NCL OSTDEV_NCU OSTDEV_BCL OSTDEV_BCU PR_CORR
PR_CORR_NCL PR_CORR_NCU PR_CORR_BCL PR_CORR_BCU SP_CORR KT_CORR RANKS
FRANK_TIES ORANK_TIES ME      ME_NCL   ME_NCU   ME_BCL ME_BCU ESTDEV
ESTDEV_NCL ESTDEV_NCU ESTDEV_BCL ESTDEV_BCU MBIAS   MBIAS_BCL
MBIAS_BCU MAE      MAE_BCL MAE_BCU MSE       MSE_BCL MSE_BCU BCMSE
BCMSE_BCL BCMSE_BCU RMSE     RMSE_BCL RMSE_BCU E10      E10_BCL
E10_BCU E25    E25_BCL E25_BCU E50      E50_BCL E50_BCU E75   E75_BCL
E75_BCU E90      E90_BCL E90_BCU EIQR  EIQR_BCL EIQR_BCU MAD
MAD_BCL MAD_BCU ANOM_CORR ANOM_CORR_NCL ANOM_CORR_NCU ANOM_CORR_BCL
ANOM_CORR_BCU ME2     ME2_BCL ME2_BCU MSESS     MSESS_BCL MSESS_BCU
RMSFA RMSFA_BCL RMSFA_BCU RMSOA RMSOA_BCL RMSOA_BCU ANOM_CORR_UNCNTR
ANOM_CORR_UNCNTR_BCL ANOM_CORR_UNCNTR_BCU
V9.1    GFS-dmo NA   1200000    20200801_223000 20200801_223000
1200000   20200801_223000 20200801_223000 APCP     kg/m^2     A24
APCP    kg/m^2    A24     IMERG  FULL    NEAREST     1           NA
NA         NA         0.05  CNT       96621 8.81983   8.7468  8.89287
NA       NA 11.58262   11.53121    11.6345         NA         NA
9.37304  9.25893  9.48714       NA       NA 18.09673   18.01641
18.17778         NA         NA 0.27541     0.26958     0.28123
NA          NA      NA      NA     0          0          0 -0.5532
-0.67052 -0.43588     NA     NA 18.60622   18.52363   18.68955
NA         NA 0.94098        NA        NA 10.43708      NA      NA
346.49384      NA      NA 346.18781        NA        NA 18.61435
NA       NA -17.9638      NA      NA -2.964      NA      NA 0.087521
NA      NA 6.063      NA      NA 16.26027      NA      NA 9.027
NA       NA 4.64428      NA      NA        NA            NA
NA            NA            NA 0.30603      NA      NA -0.058023
NA        NA    NA        NA        NA    NA        NA        NA
NA                   NA                   NA

------------------------------------------------
Subject: Request for plotting scripts
From: HARVIR SINGH
Time: Sat Feb 06 09:28:04 2021

VERSION MODEL   DESC FCST_LEAD FCST_VALID_BEG  FCST_VALID_END
OBS_LEAD OBS_VALID_BEG   OBS_VALID_END   FCST_VAR FCST_UNITS FCST_LEV
OBS_VAR OBS_UNITS OBS_LEV OBTYPE VX_MASK INTERP_MTHD INTERP_PNTS
FCST_THRESH OBS_THRESH COV_THRESH ALPHA LINE_TYPE TOTAL FBAR
FBAR_NCL FBAR_NCU FBAR_BCL FBAR_BCU FSTDEV   FSTDEV_NCL FSTDEV_NCU
FSTDEV_BCL FSTDEV_BCU OBAR     OBAR_NCL OBAR_NCU OBAR_BCL OBAR_BCU
OSTDEV   OSTDEV_NCL OSTDEV_NCU OSTDEV_BCL OSTDEV_BCU PR_CORR
PR_CORR_NCL PR_CORR_NCU PR_CORR_BCL PR_CORR_BCU SP_CORR KT_CORR RANKS
FRANK_TIES ORANK_TIES ME      ME_NCL  ME_NCU  ME_BCL ME_BCU ESTDEV
ESTDEV_NCL ESTDEV_NCU ESTDEV_BCL ESTDEV_BCU MBIAS   MBIAS_BCL
MBIAS_BCU MAE      MAE_BCL MAE_BCU MSE       MSE_BCL MSE_BCU BCMSE
BCMSE_BCL BCMSE_BCU RMSE     RMSE_BCL RMSE_BCU E10       E10_BCL
E10_BCU E25   E25_BCL E25_BCU E50      E50_BCL E50_BCU E75     E75_BCL
E75_BCU E90      E90_BCL E90_BCU EIQR     EIQR_BCL EIQR_BCU MAD
MAD_BCL MAD_BCU ANOM_CORR ANOM_CORR_NCL ANOM_CORR_NCU ANOM_CORR_BCL
ANOM_CORR_BCU ME2     ME2_BCL ME2_BCU MSESS    MSESS_BCL MSESS_BCU
RMSFA RMSFA_BCL RMSFA_BCU RMSOA RMSOA_BCL RMSOA_BCU ANOM_CORR_UNCNTR
ANOM_CORR_UNCNTR_BCL ANOM_CORR_UNCNTR_BCU
V9.1    GFS-dmo NA   960000    20200809_223000 20200809_223000 960000
20200809_223000 20200809_223000 APCP     kg/m^2     A24      APCP
kg/m^2    A24     IMERG  FULL    NEAREST     1           NA
NA         NA         0.05  CNT       96621 11.95734 11.84128 12.07341
NA       NA 18.40677   18.32506    18.4892         NA         NA
11.30477 11.17544  11.4341       NA       NA 20.51067   20.41963
20.60253         NA         NA 0.29874     0.29298     0.30447
NA          NA      NA      NA     0          0          0 0.65257
0.50687 0.79827     NA     NA 23.10689   23.00432   23.21038
NA         NA 1.05773        NA        NA 12.27816      NA      NA
534.34856      NA      NA 533.92271        NA        NA 23.11598
NA       NA -17.83915      NA      NA -3.45      NA      NA 0.010232
NA      NA 7.68176      NA      NA 19.93512      NA      NA 11.13176
NA       NA 5.57276      NA      NA        NA            NA
NA            NA            NA 0.42585      NA      NA -0.27018
NA        NA    NA        NA        NA    NA        NA        NA
NA                   NA                   NA

------------------------------------------------
Subject: Request for plotting scripts
From: HARVIR SINGH
Time: Sat Feb 06 09:28:04 2021

VERSION MODEL   DESC FCST_LEAD FCST_VALID_BEG  FCST_VALID_END
OBS_LEAD OBS_VALID_BEG   OBS_VALID_END   FCST_VAR FCST_UNITS FCST_LEV
OBS_VAR OBS_UNITS OBS_LEV OBTYPE VX_MASK INTERP_MTHD INTERP_PNTS
FCST_THRESH OBS_THRESH COV_THRESH ALPHA LINE_TYPE TOTAL FBAR
FBAR_NCL FBAR_NCU FBAR_BCL FBAR_BCU FSTDEV   FSTDEV_NCL FSTDEV_NCU
FSTDEV_BCL FSTDEV_BCU OBAR     OBAR_NCL OBAR_NCU OBAR_BCL OBAR_BCU
OSTDEV   OSTDEV_NCL OSTDEV_NCU OSTDEV_BCL OSTDEV_BCU PR_CORR
PR_CORR_NCL PR_CORR_NCU PR_CORR_BCL PR_CORR_BCU SP_CORR KT_CORR RANKS
FRANK_TIES ORANK_TIES ME       ME_NCL   ME_NCU   ME_BCL ME_BCU ESTDEV
ESTDEV_NCL ESTDEV_NCU ESTDEV_BCL ESTDEV_BCU MBIAS   MBIAS_BCL
MBIAS_BCU MAE      MAE_BCL MAE_BCU MSE       MSE_BCL MSE_BCU BCMSE
BCMSE_BCL BCMSE_BCU RMSE     RMSE_BCL RMSE_BCU E10    E10_BCL E10_BCU
E25      E25_BCL E25_BCU E50      E50_BCL E50_BCU E75     E75_BCL
E75_BCU E90      E90_BCL E90_BCU EIQR     EIQR_BCL EIQR_BCU MAD
MAD_BCL MAD_BCU ANOM_CORR ANOM_CORR_NCL ANOM_CORR_NCU ANOM_CORR_BCL
ANOM_CORR_BCU ME2     ME2_BCL ME2_BCU MSESS    MSESS_BCL MSESS_BCU
RMSFA RMSFA_BCL RMSFA_BCU RMSOA RMSOA_BCL RMSOA_BCU ANOM_CORR_UNCNTR
ANOM_CORR_UNCNTR_BCL ANOM_CORR_UNCNTR_BCU
V9.1    GFS-dmo NA   1200000    20200803_223000 20200803_223000
1200000   20200803_223000 20200803_223000 APCP     kg/m^2     A24
APCP    kg/m^2    A24     IMERG  FULL    NEAREST     1           NA
NA         NA         0.05  CNT       96621 13.12025 12.97673 13.26378
NA       NA 22.76177   22.66074   22.86372         NA         NA
14.47054 14.31225 14.62882       NA       NA 25.10283   24.99141
25.21526         NA         NA 0.37962     0.37421     0.38501
NA          NA      NA      NA     0          0          0 -1.35028
-1.51882 -1.18175     NA     NA 26.72883   26.61019   26.84854
NA         NA 0.90669        NA        NA 14.16015      NA      NA
716.24612      NA      NA 714.42286        NA        NA 26.76277
NA       NA -27.27      NA      NA -5.15755      NA      NA 0.019468
NA      NA 7.19314      NA      NA 20.05766      NA      NA 12.35069
NA       NA 6.40855      NA      NA        NA            NA
NA            NA            NA 1.82326      NA      NA -0.13662
NA        NA    NA        NA        NA    NA        NA        NA
NA                   NA                   NA

------------------------------------------------
Subject: Request for plotting scripts
From: HARVIR SINGH
Time: Sat Feb 06 09:28:04 2021

VERSION MODEL   DESC FCST_LEAD FCST_VALID_BEG  FCST_VALID_END
OBS_LEAD OBS_VALID_BEG   OBS_VALID_END   FCST_VAR FCST_UNITS FCST_LEV
OBS_VAR OBS_UNITS OBS_LEV OBTYPE VX_MASK INTERP_MTHD INTERP_PNTS
FCST_THRESH OBS_THRESH COV_THRESH ALPHA LINE_TYPE TOTAL FBAR
FBAR_NCL FBAR_NCU FBAR_BCL FBAR_BCU FSTDEV   FSTDEV_NCL FSTDEV_NCU
FSTDEV_BCL FSTDEV_BCU OBAR    OBAR_NCL OBAR_NCU OBAR_BCL OBAR_BCU
OSTDEV   OSTDEV_NCL OSTDEV_NCU OSTDEV_BCL OSTDEV_BCU PR_CORR
PR_CORR_NCL PR_CORR_NCU PR_CORR_BCL PR_CORR_BCU SP_CORR KT_CORR RANKS
FRANK_TIES ORANK_TIES ME      ME_NCL  ME_NCU  ME_BCL ME_BCU ESTDEV
ESTDEV_NCL ESTDEV_NCU ESTDEV_BCL ESTDEV_BCU MBIAS   MBIAS_BCL
MBIAS_BCU MAE      MAE_BCL MAE_BCU MSE       MSE_BCL MSE_BCU BCMSE
BCMSE_BCL BCMSE_BCU RMSE     RMSE_BCL RMSE_BCU E10       E10_BCL
E10_BCU E25      E25_BCL E25_BCU E50     E50_BCL E50_BCU E75
E75_BCL E75_BCU E90      E90_BCL E90_BCU EIQR     EIQR_BCL EIQR_BCU
MAD     MAD_BCL MAD_BCU ANOM_CORR ANOM_CORR_NCL ANOM_CORR_NCU
ANOM_CORR_BCL ANOM_CORR_BCU ME2     ME2_BCL ME2_BCU MSESS   MSESS_BCL
MSESS_BCU RMSFA RMSFA_BCL RMSFA_BCU RMSOA RMSOA_BCL RMSOA_BCU
ANOM_CORR_UNCNTR ANOM_CORR_UNCNTR_BCL ANOM_CORR_UNCNTR_BCU
V9.1    GFS-dmo NA   1200000    20200802_223000 20200802_223000
1200000   20200802_223000 20200802_223000 APCP     kg/m^2     A24
APCP    kg/m^2    A24     IMERG  FULL    NEAREST     1           NA
NA         NA         0.05  CNT       96621 11.25114  11.1614 11.34089
NA       NA 14.23242   14.16925   14.29616         NA         NA
10.4467 10.32248 10.57091       NA       NA 19.69954    19.6121
19.78776         NA         NA 0.40414     0.39885     0.40941
NA          NA      NA      NA     0          0          0 0.80445
0.68415 0.92475     NA     NA 19.0791   18.99442   19.16455         NA
NA 1.07701        NA        NA 11.38015      NA      NA 364.65557
NA      NA 364.00843        NA        NA 19.09596       NA       NA
-18.86444      NA      NA -1.87863      NA      NA 0.35273      NA
NA 8.27981      NA      NA 20.47117      NA      NA 10.15845       NA
NA 5.34172      NA      NA        NA            NA            NA
NA            NA 0.64714      NA      NA 0.06034        NA        NA
NA        NA        NA    NA        NA        NA               NA
NA                   NA

------------------------------------------------
Subject: Request for plotting scripts
From: HARVIR SINGH
Time: Sat Feb 06 09:28:04 2021

VERSION MODEL   DESC FCST_LEAD FCST_VALID_BEG  FCST_VALID_END
OBS_LEAD OBS_VALID_BEG   OBS_VALID_END   FCST_VAR FCST_UNITS FCST_LEV
OBS_VAR OBS_UNITS OBS_LEV OBTYPE VX_MASK INTERP_MTHD INTERP_PNTS
FCST_THRESH OBS_THRESH COV_THRESH ALPHA LINE_TYPE TOTAL FBAR
FBAR_NCL FBAR_NCU FBAR_BCL FBAR_BCU FSTDEV   FSTDEV_NCL FSTDEV_NCU
FSTDEV_BCL FSTDEV_BCU OBAR     OBAR_NCL OBAR_NCU OBAR_BCL OBAR_BCU
OSTDEV   OSTDEV_NCL OSTDEV_NCU OSTDEV_BCL OSTDEV_BCU PR_CORR
PR_CORR_NCL PR_CORR_NCU PR_CORR_BCL PR_CORR_BCU SP_CORR KT_CORR RANKS
FRANK_TIES ORANK_TIES ME       ME_NCL   ME_NCU   ME_BCL ME_BCU ESTDEV
ESTDEV_NCL ESTDEV_NCU ESTDEV_BCL ESTDEV_BCU MBIAS   MBIAS_BCL
MBIAS_BCU MAE      MAE_BCL MAE_BCU MSE        MSE_BCL MSE_BCU BCMSE
BCMSE_BCL BCMSE_BCU RMSE     RMSE_BCL RMSE_BCU E10       E10_BCL
E10_BCU E25      E25_BCL E25_BCU E50     E50_BCL E50_BCU E75
E75_BCL E75_BCU E90      E90_BCL E90_BCU EIQR    EIQR_BCL EIQR_BCU MAD
MAD_BCL MAD_BCU ANOM_CORR ANOM_CORR_NCL ANOM_CORR_NCU ANOM_CORR_BCL
ANOM_CORR_BCU ME2     ME2_BCL ME2_BCU MSESS     MSESS_BCL MSESS_BCU
RMSFA RMSFA_BCL RMSFA_BCU RMSOA RMSOA_BCL RMSOA_BCU ANOM_CORR_UNCNTR
ANOM_CORR_UNCNTR_BCL ANOM_CORR_UNCNTR_BCU
V9.1    GFS-dmo NA   1200000    20200804_223000 20200804_223000
1200000   20200804_223000 20200804_223000 APCP     kg/m^2     A24
APCP    kg/m^2    A24     IMERG  FULL    NEAREST     1           NA
NA         NA         0.05  CNT       96621 14.22957 14.07554 14.38359
NA       NA 24.42793    24.3195   24.53733         NA         NA
15.96575 15.77021 16.16129       NA       NA 31.01115    30.8735
31.15004         NA         NA 0.35388     0.34835     0.35938
NA          NA      NA      NA     0          0          0 -1.73618
-1.93778 -1.53458     NA     NA 31.9728   31.83088     32.116
NA         NA 0.89126        NA        NA 15.37617      NA      NA
1025.26373      NA      NA 1022.24941        NA        NA 32.01974
NA       NA -25.80715      NA      NA -3.23834      NA      NA 0.18914
NA      NA 6.56467      NA      NA 19.08747      NA      NA 9.80301
NA       NA 5.28261      NA      NA        NA            NA
NA            NA            NA 3.01432      NA      NA -0.066105
NA        NA    NA        NA        NA    NA        NA        NA
NA                   NA                   NA

------------------------------------------------
Subject: Request for plotting scripts
From: HARVIR SINGH
Time: Sat Feb 06 09:28:04 2021

VERSION MODEL   DESC FCST_LEAD FCST_VALID_BEG  FCST_VALID_END
OBS_LEAD OBS_VALID_BEG   OBS_VALID_END   FCST_VAR FCST_UNITS FCST_LEV
OBS_VAR OBS_UNITS OBS_LEV OBTYPE VX_MASK INTERP_MTHD INTERP_PNTS
FCST_THRESH OBS_THRESH COV_THRESH ALPHA LINE_TYPE TOTAL FBAR
FBAR_NCL FBAR_NCU FBAR_BCL FBAR_BCU FSTDEV   FSTDEV_NCL FSTDEV_NCU
FSTDEV_BCL FSTDEV_BCU OBAR     OBAR_NCL OBAR_NCU OBAR_BCL OBAR_BCU
OSTDEV   OSTDEV_NCL OSTDEV_NCU OSTDEV_BCL OSTDEV_BCU PR_CORR
PR_CORR_NCL PR_CORR_NCU PR_CORR_BCL PR_CORR_BCU SP_CORR KT_CORR RANKS
FRANK_TIES ORANK_TIES ME      ME_NCL  ME_NCU  ME_BCL ME_BCU ESTDEV
ESTDEV_NCL ESTDEV_NCU ESTDEV_BCL ESTDEV_BCU MBIAS   MBIAS_BCL
MBIAS_BCU MAE      MAE_BCL MAE_BCU MSE       MSE_BCL MSE_BCU BCMSE
BCMSE_BCL BCMSE_BCU RMSE     RMSE_BCL RMSE_BCU E10       E10_BCL
E10_BCU E25      E25_BCL E25_BCU E50     E50_BCL E50_BCU E75
E75_BCL E75_BCU E90      E90_BCL E90_BCU EIQR     EIQR_BCL EIQR_BCU
MAD     MAD_BCL MAD_BCU ANOM_CORR ANOM_CORR_NCL ANOM_CORR_NCU
ANOM_CORR_BCL ANOM_CORR_BCU ME2     ME2_BCL ME2_BCU MSESS
MSESS_BCL MSESS_BCU RMSFA RMSFA_BCL RMSFA_BCU RMSOA RMSOA_BCL
RMSOA_BCU ANOM_CORR_UNCNTR ANOM_CORR_UNCNTR_BCL ANOM_CORR_UNCNTR_BCU
V9.1    GFS-dmo NA   1200000    20200809_223000 20200809_223000
1200000   20200809_223000 20200809_223000 APCP     kg/m^2     A24
APCP    kg/m^2    A24     IMERG  FULL    NEAREST     1           NA
NA         NA         0.05  CNT       96621 11.6729 11.57971  11.7661
NA       NA 14.78014   14.71454   14.84634         NA         NA
11.30477 11.17544  11.4341       NA       NA 20.51067   20.41963
20.60253         NA         NA 0.29892     0.29316     0.30465
NA          NA      NA      NA     0          0          0 0.36813
0.23321 0.50306     NA     NA 21.39875   21.30377   21.49459
NA         NA 1.03256        NA        NA 12.08481      NA      NA
458.03731      NA      NA 457.90178        NA        NA 21.40181
NA       NA -18.08169      NA      NA -3.34711      NA      NA 0.19212
NA      NA 8.35578      NA      NA 19.43097      NA      NA 11.70289
NA       NA 6.24136      NA      NA        NA            NA
NA            NA            NA 0.13552      NA      NA -0.088782
NA        NA    NA        NA        NA    NA        NA        NA
NA                   NA                   NA

------------------------------------------------
Subject: Request for plotting scripts
From: HARVIR SINGH
Time: Sat Feb 06 09:28:04 2021

VERSION MODEL   DESC FCST_LEAD FCST_VALID_BEG  FCST_VALID_END
OBS_LEAD OBS_VALID_BEG   OBS_VALID_END   FCST_VAR FCST_UNITS FCST_LEV
OBS_VAR OBS_UNITS OBS_LEV OBTYPE VX_MASK INTERP_MTHD INTERP_PNTS
FCST_THRESH OBS_THRESH COV_THRESH ALPHA LINE_TYPE TOTAL FBAR
FBAR_NCL FBAR_NCU FBAR_BCL FBAR_BCU FSTDEV   FSTDEV_NCL FSTDEV_NCU
FSTDEV_BCL FSTDEV_BCU OBAR     OBAR_NCL OBAR_NCU OBAR_BCL OBAR_BCU
OSTDEV   OSTDEV_NCL OSTDEV_NCU OSTDEV_BCL OSTDEV_BCU PR_CORR
PR_CORR_NCL PR_CORR_NCU PR_CORR_BCL PR_CORR_BCU SP_CORR KT_CORR RANKS
FRANK_TIES ORANK_TIES ME      ME_NCL  ME_NCU  ME_BCL ME_BCU ESTDEV
ESTDEV_NCL ESTDEV_NCU ESTDEV_BCL ESTDEV_BCU MBIAS   MBIAS_BCL
MBIAS_BCU MAE      MAE_BCL MAE_BCU MSE       MSE_BCL MSE_BCU BCMSE
BCMSE_BCL BCMSE_BCU RMSE     RMSE_BCL RMSE_BCU E10       E10_BCL
E10_BCU E25      E25_BCL E25_BCU E50     E50_BCL E50_BCU E75
E75_BCL E75_BCU E90      E90_BCL E90_BCU EIQR    EIQR_BCL EIQR_BCU MAD
MAD_BCL MAD_BCU ANOM_CORR ANOM_CORR_NCL ANOM_CORR_NCU ANOM_CORR_BCL
ANOM_CORR_BCU ME2     ME2_BCL ME2_BCU MSESS    MSESS_BCL MSESS_BCU
RMSFA RMSFA_BCL RMSFA_BCU RMSOA RMSOA_BCL RMSOA_BCU ANOM_CORR_UNCNTR
ANOM_CORR_UNCNTR_BCL ANOM_CORR_UNCNTR_BCU
V9.1    GFS-dmo NA   1200000    20200806_223000 20200806_223000
1200000   20200806_223000 20200806_223000 APCP     kg/m^2     A24
APCP    kg/m^2    A24     IMERG  FULL    NEAREST     1           NA
NA         NA         0.05  CNT       96621 11.6152 11.49543 11.73497
NA       NA 18.99452   18.91021   19.07959         NA         NA
10.28786 10.13483 10.44089       NA       NA 24.26922    24.1615
24.37792         NA         NA  0.4408     0.43571     0.44587
NA          NA      NA      NA     0          0          0 1.32734
1.18036 1.47432     NA     NA 23.3106   23.20713     23.415         NA
NA 1.12902        NA        NA 10.78937      NA      NA 545.14038
NA      NA 543.37854        NA        NA 23.34824       NA       NA
-13.66084      NA      NA -1.22343      NA      NA 0.78611      NA
NA 8.13124      NA      NA 17.78986      NA      NA 9.35467       NA
NA 4.87692      NA      NA        NA            NA            NA
NA            NA 1.76184      NA      NA 0.074457        NA        NA
NA        NA        NA    NA        NA        NA               NA
NA                   NA

------------------------------------------------
Subject: Request for plotting scripts
From: HARVIR SINGH
Time: Sat Feb 06 09:28:04 2021

VERSION MODEL   DESC FCST_LEAD FCST_VALID_BEG  FCST_VALID_END
OBS_LEAD OBS_VALID_BEG   OBS_VALID_END   FCST_VAR FCST_UNITS FCST_LEV
OBS_VAR OBS_UNITS OBS_LEV OBTYPE VX_MASK INTERP_MTHD INTERP_PNTS
FCST_THRESH OBS_THRESH COV_THRESH ALPHA LINE_TYPE TOTAL FBAR
FBAR_NCL FBAR_NCU FBAR_BCL FBAR_BCU FSTDEV   FSTDEV_NCL FSTDEV_NCU
FSTDEV_BCL FSTDEV_BCU OBAR    OBAR_NCL OBAR_NCU OBAR_BCL OBAR_BCU
OSTDEV   OSTDEV_NCL OSTDEV_NCU OSTDEV_BCL OSTDEV_BCU PR_CORR
PR_CORR_NCL PR_CORR_NCU PR_CORR_BCL PR_CORR_BCU SP_CORR KT_CORR RANKS
FRANK_TIES ORANK_TIES ME      ME_NCL  ME_NCU  ME_BCL ME_BCU ESTDEV
ESTDEV_NCL ESTDEV_NCU ESTDEV_BCL ESTDEV_BCU MBIAS   MBIAS_BCL
MBIAS_BCU MAE      MAE_BCL MAE_BCU MSE       MSE_BCL MSE_BCU BCMSE
BCMSE_BCL BCMSE_BCU RMSE     RMSE_BCL RMSE_BCU E10     E10_BCL E10_BCU
E25      E25_BCL E25_BCU E50     E50_BCL E50_BCU E75     E75_BCL
E75_BCU E90      E90_BCL E90_BCU EIQR     EIQR_BCL EIQR_BCU MAD
MAD_BCL MAD_BCU ANOM_CORR ANOM_CORR_NCL ANOM_CORR_NCU ANOM_CORR_BCL
ANOM_CORR_BCU ME2     ME2_BCL ME2_BCU MSESS     MSESS_BCL MSESS_BCU
RMSFA RMSFA_BCL RMSFA_BCU RMSOA RMSOA_BCL RMSOA_BCU ANOM_CORR_UNCNTR
ANOM_CORR_UNCNTR_BCL ANOM_CORR_UNCNTR_BCU
V9.1    GFS-dmo NA   1200000    20200807_223000 20200807_223000
1200000   20200807_223000 20200807_223000 APCP     kg/m^2     A24
APCP    kg/m^2    A24     IMERG  FULL    NEAREST     1           NA
NA         NA         0.05  CNT       96621 11.50259 11.40473 11.60044
NA       NA 15.51912   15.45024   15.58863         NA         NA
8.58025   8.4634   8.6971       NA       NA 18.53202   18.44976
18.61502         NA         NA 0.38352     0.37813     0.38888
NA          NA      NA      NA     0          0          0 2.92234
2.80209 3.04258     NA     NA 19.07036   18.98571   19.15577
NA         NA 1.34059        NA        NA 10.27009      NA      NA
372.21497      NA      NA 363.67491        NA        NA 19.29287
NA       NA -9.9467      NA      NA -1.07935      NA      NA 1.07889
NA      NA 9.61572      NA      NA 19.92349      NA      NA 10.69507
NA       NA 5.07256      NA      NA        NA            NA
NA            NA            NA 8.54006      NA      NA -0.083798
NA        NA    NA        NA        NA    NA        NA        NA
NA                   NA                   NA

------------------------------------------------
Subject: Request for plotting scripts
From: HARVIR SINGH
Time: Sat Feb 06 09:28:04 2021

VERSION MODEL   DESC FCST_LEAD FCST_VALID_BEG  FCST_VALID_END
OBS_LEAD OBS_VALID_BEG   OBS_VALID_END   FCST_VAR FCST_UNITS FCST_LEV
OBS_VAR OBS_UNITS OBS_LEV OBTYPE VX_MASK INTERP_MTHD INTERP_PNTS
FCST_THRESH OBS_THRESH COV_THRESH ALPHA LINE_TYPE TOTAL FBAR
FBAR_NCL FBAR_NCU FBAR_BCL FBAR_BCU FSTDEV   FSTDEV_NCL FSTDEV_NCU
FSTDEV_BCL FSTDEV_BCU OBAR     OBAR_NCL OBAR_NCU OBAR_BCL OBAR_BCU
OSTDEV   OSTDEV_NCL OSTDEV_NCU OSTDEV_BCL OSTDEV_BCU PR_CORR
PR_CORR_NCL PR_CORR_NCU PR_CORR_BCL PR_CORR_BCU SP_CORR KT_CORR RANKS
FRANK_TIES ORANK_TIES ME       ME_NCL   ME_NCU   ME_BCL ME_BCU ESTDEV
ESTDEV_NCL ESTDEV_NCU ESTDEV_BCL ESTDEV_BCU MBIAS   MBIAS_BCL
MBIAS_BCU MAE     MAE_BCL MAE_BCU MSE       MSE_BCL MSE_BCU BCMSE
BCMSE_BCL BCMSE_BCU RMSE    RMSE_BCL RMSE_BCU E10      E10_BCL E10_BCU
E25      E25_BCL E25_BCU E50     E50_BCL E50_BCU E75    E75_BCL
E75_BCU E90     E90_BCL E90_BCU EIQR    EIQR_BCL EIQR_BCU MAD
MAD_BCL MAD_BCU ANOM_CORR ANOM_CORR_NCL ANOM_CORR_NCU ANOM_CORR_BCL
ANOM_CORR_BCU ME2     ME2_BCL ME2_BCU MSESS  MSESS_BCL MSESS_BCU RMSFA
RMSFA_BCL RMSFA_BCU RMSOA RMSOA_BCL RMSOA_BCU ANOM_CORR_UNCNTR
ANOM_CORR_UNCNTR_BCL ANOM_CORR_UNCNTR_BCU
V9.1    GFS-dmo NA   1200000    20200805_223000 20200805_223000
1200000   20200805_223000 20200805_223000 APCP     kg/m^2     A24
APCP    kg/m^2    A24     IMERG  FULL    NEAREST     1           NA
NA         NA         0.05  CNT       96621 14.42185  14.2853  14.5584
NA       NA 21.65601   21.55989     21.753         NA         NA
15.76774 15.55994 15.97553       NA       NA 32.95536   32.80909
33.10296         NA         NA 0.45735     0.45235     0.46233
NA          NA      NA      NA     0          0          0 -1.34589
-1.53529 -1.15649     NA     NA 30.03712   29.90379   30.17164
NA         NA 0.91464        NA        NA 13.8217      NA      NA
904.03046      NA      NA 902.21904        NA        NA 30.0671
NA       NA -20.7992      NA      NA -1.94945      NA      NA 0.31632
NA      NA 7.5924      NA      NA 18.2711      NA      NA 9.54185
NA       NA 5.24251      NA      NA        NA            NA
NA            NA            NA 1.81142      NA      NA 0.1676
NA        NA    NA        NA        NA    NA        NA        NA
NA                   NA                   NA

------------------------------------------------
Subject: Request for plotting scripts
From: HARVIR SINGH
Time: Sat Feb 06 09:28:04 2021

VERSION MODEL   DESC FCST_LEAD FCST_VALID_BEG  FCST_VALID_END
OBS_LEAD OBS_VALID_BEG   OBS_VALID_END   FCST_VAR FCST_UNITS FCST_LEV
OBS_VAR OBS_UNITS OBS_LEV OBTYPE VX_MASK INTERP_MTHD INTERP_PNTS
FCST_THRESH OBS_THRESH COV_THRESH ALPHA LINE_TYPE TOTAL FBAR
FBAR_NCL FBAR_NCU FBAR_BCL FBAR_BCU FSTDEV   FSTDEV_NCL FSTDEV_NCU
FSTDEV_BCL FSTDEV_BCU OBAR    OBAR_NCL OBAR_NCU OBAR_BCL OBAR_BCU
OSTDEV   OSTDEV_NCL OSTDEV_NCU OSTDEV_BCL OSTDEV_BCU PR_CORR
PR_CORR_NCL PR_CORR_NCU PR_CORR_BCL PR_CORR_BCU SP_CORR KT_CORR RANKS
FRANK_TIES ORANK_TIES ME      ME_NCL  ME_NCU  ME_BCL ME_BCU ESTDEV
ESTDEV_NCL ESTDEV_NCU ESTDEV_BCL ESTDEV_BCU MBIAS   MBIAS_BCL
MBIAS_BCU MAE      MAE_BCL MAE_BCU MSE       MSE_BCL MSE_BCU BCMSE
BCMSE_BCL BCMSE_BCU RMSE     RMSE_BCL RMSE_BCU E10       E10_BCL
E10_BCU E25      E25_BCL E25_BCU E50    E50_BCL E50_BCU E75
E75_BCL E75_BCU E90      E90_BCL E90_BCU EIQR    EIQR_BCL EIQR_BCU MAD
MAD_BCL MAD_BCU ANOM_CORR ANOM_CORR_NCL ANOM_CORR_NCU ANOM_CORR_BCL
ANOM_CORR_BCU ME2    ME2_BCL ME2_BCU MSESS    MSESS_BCL MSESS_BCU
RMSFA RMSFA_BCL RMSFA_BCU RMSOA RMSOA_BCL RMSOA_BCU ANOM_CORR_UNCNTR
ANOM_CORR_UNCNTR_BCL ANOM_CORR_UNCNTR_BCU
V9.1    GFS-dmo NA   1200000    20200808_223000 20200808_223000
1200000   20200808_223000 20200808_223000 APCP     kg/m^2     A24
APCP    kg/m^2    A24     IMERG  FULL    NEAREST     1           NA
NA         NA         0.05  CNT       96621 10.86795 10.77136 10.96453
NA       NA 15.31789    15.2499   15.38649         NA         NA
9.74839  9.62723  9.86956       NA       NA 19.21601   19.13072
19.30208         NA         NA 0.27999     0.27417      0.2858
NA          NA      NA      NA     0          0          0 1.11955
0.98743 1.25167     NA     NA 20.95378   20.86077   21.04763
NA         NA 1.11484        NA        NA 10.89269      NA      NA
440.30981      NA      NA 439.05642        NA        NA 20.98356
NA       NA -13.71505      NA      NA -1.60566      NA      NA 0.2595
NA      NA 8.13212      NA      NA 18.70755      NA      NA 9.73778
NA       NA 4.84309      NA      NA        NA            NA
NA            NA            NA 1.2534      NA      NA -0.19243
NA        NA    NA        NA        NA    NA        NA        NA
NA                   NA                   NA

------------------------------------------------
Subject: Request for plotting scripts
From: HARVIR SINGH
Time: Sat Feb 06 09:28:04 2021

VERSION MODEL   DESC FCST_LEAD FCST_VALID_BEG  FCST_VALID_END
OBS_LEAD OBS_VALID_BEG   OBS_VALID_END   FCST_VAR FCST_UNITS FCST_LEV
OBS_VAR OBS_UNITS OBS_LEV OBTYPE VX_MASK INTERP_MTHD INTERP_PNTS
FCST_THRESH OBS_THRESH COV_THRESH ALPHA LINE_TYPE TOTAL FBAR
FBAR_NCL FBAR_NCU FBAR_BCL FBAR_BCU FSTDEV   FSTDEV_NCL FSTDEV_NCU
FSTDEV_BCL FSTDEV_BCU OBAR    OBAR_NCL OBAR_NCU OBAR_BCL OBAR_BCU
OSTDEV   OSTDEV_NCL OSTDEV_NCU OSTDEV_BCL OSTDEV_BCU PR_CORR
PR_CORR_NCL PR_CORR_NCU PR_CORR_BCL PR_CORR_BCU SP_CORR KT_CORR RANKS
FRANK_TIES ORANK_TIES ME       ME_NCL   ME_NCU   ME_BCL ME_BCU ESTDEV
ESTDEV_NCL ESTDEV_NCU ESTDEV_BCL ESTDEV_BCU MBIAS  MBIAS_BCL MBIAS_BCU
MAE     MAE_BCL MAE_BCU MSE       MSE_BCL MSE_BCU BCMSE     BCMSE_BCL
BCMSE_BCU RMSE     RMSE_BCL RMSE_BCU E10      E10_BCL E10_BCU E25
E25_BCL E25_BCU E50     E50_BCL E50_BCU E75    E75_BCL E75_BCU E90
E90_BCL E90_BCU EIQR   EIQR_BCL EIQR_BCU MAD    MAD_BCL MAD_BCU
ANOM_CORR ANOM_CORR_NCL ANOM_CORR_NCU ANOM_CORR_BCL ANOM_CORR_BCU ME2
ME2_BCL ME2_BCU MSESS   MSESS_BCL MSESS_BCU RMSFA RMSFA_BCL RMSFA_BCU
RMSOA RMSOA_BCL RMSOA_BCU ANOM_CORR_UNCNTR ANOM_CORR_UNCNTR_BCL
ANOM_CORR_UNCNTR_BCU
V9.1    GFS-exp NA   240000    20200802_223000 20200802_223000 240000
20200802_223000 20200802_223000 APCP     kg/m^2     A24      APCP
kg/m^2    A24     IMERG  FULL    NEAREST     1           NA
NA         NA         0.05  CNT       96621 9.63501  9.55185  9.71817
NA       NA 13.18833   13.12979    13.2474         NA         NA
10.4467 10.32248 10.57091       NA       NA 19.69954    19.6121
19.78776         NA         NA 0.53462     0.53011     0.53911
NA          NA      NA      NA     0          0          0 -0.81168
-0.91798 -0.70539     NA     NA 16.85848   16.78365   16.93399
NA         NA 0.9223        NA        NA 9.37537      NA      NA
284.86432      NA      NA 284.20549        NA        NA 16.87792
NA       NA -18.0231      NA      NA -2.213      NA      NA 0.59384
NA      NA 4.9096      NA      NA 13.38875      NA      NA 7.1226
NA       NA 3.7545      NA      NA        NA            NA
NA            NA            NA 0.65883      NA      NA 0.26595
NA        NA    NA        NA        NA    NA        NA        NA
NA                   NA                   NA

------------------------------------------------
Subject: Request for plotting scripts
From: HARVIR SINGH
Time: Sat Feb 06 09:28:04 2021

VERSION MODEL   DESC FCST_LEAD FCST_VALID_BEG  FCST_VALID_END
OBS_LEAD OBS_VALID_BEG   OBS_VALID_END   FCST_VAR FCST_UNITS FCST_LEV
OBS_VAR OBS_UNITS OBS_LEV OBTYPE VX_MASK INTERP_MTHD INTERP_PNTS
FCST_THRESH OBS_THRESH COV_THRESH ALPHA LINE_TYPE TOTAL FBAR
FBAR_NCL FBAR_NCU FBAR_BCL FBAR_BCU FSTDEV  FSTDEV_NCL FSTDEV_NCU
FSTDEV_BCL FSTDEV_BCU OBAR    OBAR_NCL OBAR_NCU OBAR_BCL OBAR_BCU
OSTDEV   OSTDEV_NCL OSTDEV_NCU OSTDEV_BCL OSTDEV_BCU PR_CORR
PR_CORR_NCL PR_CORR_NCU PR_CORR_BCL PR_CORR_BCU SP_CORR KT_CORR RANKS
FRANK_TIES ORANK_TIES ME        ME_NCL  ME_NCU   ME_BCL ME_BCU ESTDEV
ESTDEV_NCL ESTDEV_NCU ESTDEV_BCL ESTDEV_BCU MBIAS   MBIAS_BCL
MBIAS_BCU MAE      MAE_BCL MAE_BCU MSE       MSE_BCL MSE_BCU BCMSE
BCMSE_BCL BCMSE_BCU RMSE     RMSE_BCL RMSE_BCU E10       E10_BCL
E10_BCU E25     E25_BCL E25_BCU E50     E50_BCL E50_BCU E75   E75_BCL
E75_BCU E90      E90_BCL E90_BCU EIQR   EIQR_BCL EIQR_BCU MAD
MAD_BCL MAD_BCU ANOM_CORR ANOM_CORR_NCL ANOM_CORR_NCU ANOM_CORR_BCL
ANOM_CORR_BCU ME2      ME2_BCL ME2_BCU MSESS    MSESS_BCL MSESS_BCU
RMSFA RMSFA_BCL RMSFA_BCU RMSOA RMSOA_BCL RMSOA_BCU ANOM_CORR_UNCNTR
ANOM_CORR_UNCNTR_BCL ANOM_CORR_UNCNTR_BCU
V9.1    GFS-exp NA   240000    20200801_223000 20200801_223000 240000
20200801_223000 20200801_223000 APCP     kg/m^2     A24      APCP
kg/m^2    A24     IMERG  FULL    NEAREST     1           NA
NA         NA         0.05  CNT       96621 9.28061  9.20823    9.353
NA       NA 11.4797   11.42875   11.53112         NA         NA
9.37304  9.25893  9.48714       NA       NA 18.09673   18.01641
18.17778         NA         NA 0.34495     0.33938     0.35049
NA          NA      NA      NA     0          0          0 -0.092423
-0.2045 0.019656     NA     NA 17.77502   17.69613   17.85463
NA         NA 0.99014        NA        NA 10.13243      NA      NA
315.95674      NA      NA 315.94819        NA        NA 17.77517
NA       NA -17.86275      NA      NA -1.8199      NA      NA 0.90625
NA      NA 6.625      NA      NA 15.26333      NA      NA 8.4449
NA       NA 4.49643      NA      NA        NA            NA
NA            NA            NA 0.008542      NA      NA 0.035222
NA        NA    NA        NA        NA    NA        NA        NA
NA                   NA                   NA

------------------------------------------------
Subject: Request for plotting scripts
From: HARVIR SINGH
Time: Sat Feb 06 09:28:04 2021

VERSION MODEL   DESC FCST_LEAD FCST_VALID_BEG  FCST_VALID_END
OBS_LEAD OBS_VALID_BEG   OBS_VALID_END   FCST_VAR FCST_UNITS FCST_LEV
OBS_VAR OBS_UNITS OBS_LEV OBTYPE VX_MASK INTERP_MTHD INTERP_PNTS
FCST_THRESH OBS_THRESH COV_THRESH ALPHA LINE_TYPE TOTAL FBAR
FBAR_NCL FBAR_NCU FBAR_BCL FBAR_BCU FSTDEV   FSTDEV_NCL FSTDEV_NCU
FSTDEV_BCL FSTDEV_BCU OBAR     OBAR_NCL OBAR_NCU OBAR_BCL OBAR_BCU
OSTDEV   OSTDEV_NCL OSTDEV_NCU OSTDEV_BCL OSTDEV_BCU PR_CORR
PR_CORR_NCL PR_CORR_NCU PR_CORR_BCL PR_CORR_BCU SP_CORR KT_CORR RANKS
FRANK_TIES ORANK_TIES ME       ME_NCL   ME_NCU   ME_BCL ME_BCU ESTDEV
ESTDEV_NCL ESTDEV_NCU ESTDEV_BCL ESTDEV_BCU MBIAS   MBIAS_BCL
MBIAS_BCU MAE      MAE_BCL MAE_BCU MSE       MSE_BCL MSE_BCU BCMSE
BCMSE_BCL BCMSE_BCU RMSE     RMSE_BCL RMSE_BCU E10       E10_BCL
E10_BCU E25      E25_BCL E25_BCU E50     E50_BCL E50_BCU E75
E75_BCL E75_BCU E90      E90_BCL E90_BCU EIQR    EIQR_BCL EIQR_BCU MAD
MAD_BCL MAD_BCU ANOM_CORR ANOM_CORR_NCL ANOM_CORR_NCU ANOM_CORR_BCL
ANOM_CORR_BCU ME2      ME2_BCL ME2_BCU MSESS   MSESS_BCL MSESS_BCU
RMSFA RMSFA_BCL RMSFA_BCU RMSOA RMSOA_BCL RMSOA_BCU ANOM_CORR_UNCNTR
ANOM_CORR_UNCNTR_BCL ANOM_CORR_UNCNTR_BCU
V9.1    GFS-exp NA   240000    20200803_223000 20200803_223000 240000
20200803_223000 20200803_223000 APCP     kg/m^2     A24      APCP
kg/m^2    A24     IMERG  FULL    NEAREST     1           NA
NA         NA         0.05  CNT       96621 11.22422 11.11979 11.32866
NA       NA 16.56298   16.48946   16.63716         NA         NA
14.47054 14.31225 14.62882       NA       NA 25.10283   24.99141
25.21526         NA         NA 0.53477     0.53025     0.53925
NA          NA      NA      NA     0          0          0 -3.24632
-3.38152 -3.11111     NA     NA 21.44288   21.34771   21.53892
NA         NA 0.77566        NA        NA 11.29428      NA      NA
470.33107      NA      NA 459.79251        NA        NA 21.68712
NA       NA -25.49502      NA      NA -4.07167      NA      NA 0.10938
NA      NA 4.3845      NA      NA 12.03437      NA      NA 8.45617
NA       NA 4.25006      NA      NA        NA            NA
NA            NA            NA 10.53856      NA      NA 0.25362
NA        NA    NA        NA        NA    NA        NA        NA
NA                   NA                   NA

------------------------------------------------
Subject: Request for plotting scripts
From: HARVIR SINGH
Time: Sat Feb 06 09:28:04 2021

VERSION MODEL   DESC FCST_LEAD FCST_VALID_BEG  FCST_VALID_END
OBS_LEAD OBS_VALID_BEG   OBS_VALID_END   FCST_VAR FCST_UNITS FCST_LEV
OBS_VAR OBS_UNITS OBS_LEV OBTYPE VX_MASK INTERP_MTHD INTERP_PNTS
FCST_THRESH OBS_THRESH COV_THRESH ALPHA LINE_TYPE TOTAL FBAR
FBAR_NCL FBAR_NCU FBAR_BCL FBAR_BCU FSTDEV   FSTDEV_NCL FSTDEV_NCU
FSTDEV_BCL FSTDEV_BCU OBAR     OBAR_NCL OBAR_NCU OBAR_BCL OBAR_BCU
OSTDEV   OSTDEV_NCL OSTDEV_NCU OSTDEV_BCL OSTDEV_BCU PR_CORR
PR_CORR_NCL PR_CORR_NCU PR_CORR_BCL PR_CORR_BCU SP_CORR KT_CORR RANKS
FRANK_TIES ORANK_TIES ME      ME_NCL   ME_NCU   ME_BCL ME_BCU ESTDEV
ESTDEV_NCL ESTDEV_NCU ESTDEV_BCL ESTDEV_BCU MBIAS   MBIAS_BCL
MBIAS_BCU MAE      MAE_BCL MAE_BCU MSE       MSE_BCL MSE_BCU BCMSE
BCMSE_BCL BCMSE_BCU RMSE     RMSE_BCL RMSE_BCU E10       E10_BCL
E10_BCU E25    E25_BCL E25_BCU E50  E50_BCL E50_BCU E75     E75_BCL
E75_BCU E90     E90_BCL E90_BCU EIQR    EIQR_BCL EIQR_BCU MAD
MAD_BCL MAD_BCU ANOM_CORR ANOM_CORR_NCL ANOM_CORR_NCU ANOM_CORR_BCL
ANOM_CORR_BCU ME2     ME2_BCL ME2_BCU MSESS   MSESS_BCL MSESS_BCU
RMSFA RMSFA_BCL RMSFA_BCU RMSOA RMSOA_BCL RMSOA_BCU ANOM_CORR_UNCNTR
ANOM_CORR_UNCNTR_BCL ANOM_CORR_UNCNTR_BCU
V9.1    GFS-exp NA   240000    20200805_223000 20200805_223000 240000
20200805_223000 20200805_223000 APCP     kg/m^2     A24      APCP
kg/m^2    A24     IMERG  FULL    NEAREST     1           NA
NA         NA         0.05  CNT       96621 13.36233 13.21656 13.50811
NA       NA 23.11937   23.01675   23.22292         NA         NA
15.76774 15.55994 15.97553       NA       NA 32.95536   32.80909
33.10296         NA         NA 0.57355      0.5693     0.57776
NA          NA      NA      NA     0          0          0 -2.4054
-2.57769 -2.23312     NA     NA 27.32368    27.2024   27.44605
NA         NA 0.84745        NA        NA 12.35873      NA      NA
752.36171      NA      NA 746.57575        NA        NA 27.42921
NA       NA -23.38213      NA      NA -3.106      NA      NA 0.25
NA      NA 5.00139      NA      NA 14.0335      NA      NA 8.10739
NA       NA 4.30752      NA      NA        NA            NA
NA            NA            NA 5.78596      NA      NA 0.30725
NA        NA    NA        NA        NA    NA        NA        NA
NA                   NA                   NA

------------------------------------------------
Subject: Request for plotting scripts
From: HARVIR SINGH
Time: Sat Feb 06 09:28:04 2021

VERSION MODEL   DESC FCST_LEAD FCST_VALID_BEG  FCST_VALID_END
OBS_LEAD OBS_VALID_BEG   OBS_VALID_END   FCST_VAR FCST_UNITS FCST_LEV
OBS_VAR OBS_UNITS OBS_LEV OBTYPE VX_MASK INTERP_MTHD INTERP_PNTS
FCST_THRESH OBS_THRESH COV_THRESH ALPHA LINE_TYPE TOTAL FBAR
FBAR_NCL FBAR_NCU FBAR_BCL FBAR_BCU FSTDEV   FSTDEV_NCL FSTDEV_NCU
FSTDEV_BCL FSTDEV_BCU OBAR     OBAR_NCL OBAR_NCU OBAR_BCL OBAR_BCU
OSTDEV   OSTDEV_NCL OSTDEV_NCU OSTDEV_BCL OSTDEV_BCU PR_CORR
PR_CORR_NCL PR_CORR_NCU PR_CORR_BCL PR_CORR_BCU SP_CORR KT_CORR RANKS
FRANK_TIES ORANK_TIES ME       ME_NCL   ME_NCU   ME_BCL ME_BCU ESTDEV
ESTDEV_NCL ESTDEV_NCU ESTDEV_BCL ESTDEV_BCU MBIAS   MBIAS_BCL
MBIAS_BCU MAE      MAE_BCL MAE_BCU MSE      MSE_BCL MSE_BCU BCMSE
BCMSE_BCL BCMSE_BCU RMSE     RMSE_BCL RMSE_BCU E10       E10_BCL
E10_BCU E25     E25_BCL E25_BCU E50    E50_BCL E50_BCU E75    E75_BCL
E75_BCU E90      E90_BCL E90_BCU EIQR  EIQR_BCL EIQR_BCU MAD
MAD_BCL MAD_BCU ANOM_CORR ANOM_CORR_NCL ANOM_CORR_NCU ANOM_CORR_BCL
ANOM_CORR_BCU ME2      ME2_BCL ME2_BCU MSESS   MSESS_BCL MSESS_BCU
RMSFA RMSFA_BCL RMSFA_BCU RMSOA RMSOA_BCL RMSOA_BCU ANOM_CORR_UNCNTR
ANOM_CORR_UNCNTR_BCL ANOM_CORR_UNCNTR_BCU
V9.1    GFS-exp NA   240000    20200804_223000 20200804_223000 240000
20200804_223000 20200804_223000 APCP     kg/m^2     A24      APCP
kg/m^2    A24     IMERG  FULL    NEAREST     1           NA
NA         NA         0.05  CNT       96621 12.71683  12.5858 12.84785
NA       NA 20.77996   20.68773   20.87303         NA         NA
15.96575 15.77021 16.16129       NA       NA 31.01115    30.8735
31.15004         NA         NA 0.52759     0.52302     0.53212
NA          NA      NA      NA     0          0          0 -3.24892
-3.41735 -3.08049     NA     NA 26.71201   26.59344   26.83164
NA         NA 0.79651        NA        NA 12.59321      NA      NA
724.0794      NA      NA 713.52393        NA        NA 26.90872
NA       NA -24.07947      NA      NA -4.2835      NA      NA 0.0625
NA      NA 4.1875      NA      NA 12.83489      NA      NA 8.471
NA       NA 4.1921      NA      NA        NA            NA
NA            NA            NA 10.55547      NA      NA 0.24708
NA        NA    NA        NA        NA    NA        NA        NA
NA                   NA                   NA

------------------------------------------------
Subject: Request for plotting scripts
From: HARVIR SINGH
Time: Sat Feb 06 09:28:04 2021

VERSION MODEL   DESC FCST_LEAD FCST_VALID_BEG  FCST_VALID_END
OBS_LEAD OBS_VALID_BEG   OBS_VALID_END   FCST_VAR FCST_UNITS FCST_LEV
OBS_VAR OBS_UNITS OBS_LEV OBTYPE VX_MASK INTERP_MTHD INTERP_PNTS
FCST_THRESH OBS_THRESH COV_THRESH ALPHA LINE_TYPE TOTAL FBAR
FBAR_NCL FBAR_NCU FBAR_BCL FBAR_BCU FSTDEV   FSTDEV_NCL FSTDEV_NCU
FSTDEV_BCL FSTDEV_BCU OBAR     OBAR_NCL OBAR_NCU OBAR_BCL OBAR_BCU
OSTDEV   OSTDEV_NCL OSTDEV_NCU OSTDEV_BCL OSTDEV_BCU PR_CORR
PR_CORR_NCL PR_CORR_NCU PR_CORR_BCL PR_CORR_BCU SP_CORR KT_CORR RANKS
FRANK_TIES ORANK_TIES ME      ME_NCL  ME_NCU  ME_BCL ME_BCU ESTDEV
ESTDEV_NCL ESTDEV_NCU ESTDEV_BCL ESTDEV_BCU MBIAS   MBIAS_BCL
MBIAS_BCU MAE     MAE_BCL MAE_BCU MSE       MSE_BCL MSE_BCU BCMSE
BCMSE_BCL BCMSE_BCU RMSE     RMSE_BCL RMSE_BCU E10      E10_BCL
E10_BCU E25      E25_BCL E25_BCU E50   E50_BCL E50_BCU E75   E75_BCL
E75_BCU E90    E90_BCL E90_BCU EIQR    EIQR_BCL EIQR_BCU MAD
MAD_BCL MAD_BCU ANOM_CORR ANOM_CORR_NCL ANOM_CORR_NCU ANOM_CORR_BCL
ANOM_CORR_BCU ME2     ME2_BCL ME2_BCU MSESS   MSESS_BCL MSESS_BCU
RMSFA RMSFA_BCL RMSFA_BCU RMSOA RMSOA_BCL RMSOA_BCU ANOM_CORR_UNCNTR
ANOM_CORR_UNCNTR_BCL ANOM_CORR_UNCNTR_BCU
V9.1    GFS-exp NA   240000    20200806_223000 20200806_223000 240000
20200806_223000 20200806_223000 APCP     kg/m^2     A24      APCP
kg/m^2    A24     IMERG  FULL    NEAREST     1           NA
NA         NA         0.05  CNT       96621 11.71279 11.57412 11.85147
NA       NA 21.99326   21.89564   22.09176         NA         NA
10.28786 10.13483 10.44089       NA       NA 24.26922    24.1615
24.37792         NA         NA 0.64908     0.64541     0.65271
NA          NA      NA      NA     0          0          0 1.42493
1.30205 1.54781     NA     NA 19.48839   19.40188   19.57567
NA         NA 1.13851        NA        NA 9.50799      NA      NA
381.82372      NA      NA 379.79328        NA        NA 19.54031
NA       NA -11.6963      NA      NA -1.01837      NA      NA 0.625
NA      NA 5.796      NA      NA 16.103      NA      NA 6.81437
NA       NA 3.54995      NA      NA        NA            NA
NA            NA            NA 2.03043      NA      NA 0.35174
NA        NA    NA        NA        NA    NA        NA        NA
NA                   NA                   NA

------------------------------------------------
Subject: Request for plotting scripts
From: HARVIR SINGH
Time: Sat Feb 06 09:28:04 2021

VERSION MODEL   DESC FCST_LEAD FCST_VALID_BEG  FCST_VALID_END
OBS_LEAD OBS_VALID_BEG   OBS_VALID_END   FCST_VAR FCST_UNITS FCST_LEV
OBS_VAR OBS_UNITS OBS_LEV OBTYPE VX_MASK INTERP_MTHD INTERP_PNTS
FCST_THRESH OBS_THRESH COV_THRESH ALPHA LINE_TYPE TOTAL FBAR
FBAR_NCL FBAR_NCU FBAR_BCL FBAR_BCU FSTDEV   FSTDEV_NCL FSTDEV_NCU
FSTDEV_BCL FSTDEV_BCU OBAR    OBAR_NCL OBAR_NCU OBAR_BCL OBAR_BCU
OSTDEV   OSTDEV_NCL OSTDEV_NCU OSTDEV_BCL OSTDEV_BCU PR_CORR
PR_CORR_NCL PR_CORR_NCU PR_CORR_BCL PR_CORR_BCU SP_CORR KT_CORR RANKS
FRANK_TIES ORANK_TIES ME      ME_NCL  ME_NCU  ME_BCL ME_BCU ESTDEV
ESTDEV_NCL ESTDEV_NCU ESTDEV_BCL ESTDEV_BCU MBIAS   MBIAS_BCL
MBIAS_BCU MAE      MAE_BCL MAE_BCU MSE       MSE_BCL MSE_BCU BCMSE
BCMSE_BCL BCMSE_BCU RMSE     RMSE_BCL RMSE_BCU E10     E10_BCL E10_BCU
E25     E25_BCL E25_BCU E50   E50_BCL E50_BCU E75     E75_BCL E75_BCU
E90      E90_BCL E90_BCU EIQR    EIQR_BCL EIQR_BCU MAD     MAD_BCL
MAD_BCU ANOM_CORR ANOM_CORR_NCL ANOM_CORR_NCU ANOM_CORR_BCL
ANOM_CORR_BCU ME2     ME2_BCL ME2_BCU MSESS    MSESS_BCL MSESS_BCU
RMSFA RMSFA_BCL RMSFA_BCU RMSOA RMSOA_BCL RMSOA_BCU ANOM_CORR_UNCNTR
ANOM_CORR_UNCNTR_BCL ANOM_CORR_UNCNTR_BCU
V9.1    GFS-exp NA   480000    20200801_223000 20200801_223000 480000
20200801_223000 20200801_223000 APCP     kg/m^2     A24      APCP
kg/m^2    A24     IMERG  FULL    NEAREST     1           NA
NA         NA         0.05  CNT       96621 9.95949   9.8864 10.03259
NA       NA 11.59244   11.54099   11.64436         NA         NA
9.37304  9.25893  9.48714       NA       NA 18.09673   18.01641
18.17778         NA         NA 0.34989     0.34435     0.35542
NA          NA      NA      NA     0          0          0 0.58646
0.47454 0.69838     NA     NA 17.75024   17.67145   17.82974
NA         NA 1.06257        NA        NA 10.29297      NA      NA
315.41162      NA      NA 315.06769        NA        NA 17.75983
NA       NA -16.351      NA      NA -1.3835      NA      NA 1.125
NA      NA 7.66843      NA      NA 16.31994      NA      NA 9.05193
NA       NA 4.84763      NA      NA        NA            NA
NA            NA            NA 0.34393      NA      NA 0.036887
NA        NA    NA        NA        NA    NA        NA        NA
NA                   NA                   NA

------------------------------------------------
Subject: Request for plotting scripts
From: HARVIR SINGH
Time: Sat Feb 06 09:28:04 2021

VERSION MODEL   DESC FCST_LEAD FCST_VALID_BEG  FCST_VALID_END
OBS_LEAD OBS_VALID_BEG   OBS_VALID_END   FCST_VAR FCST_UNITS FCST_LEV
OBS_VAR OBS_UNITS OBS_LEV OBTYPE VX_MASK INTERP_MTHD INTERP_PNTS
FCST_THRESH OBS_THRESH COV_THRESH ALPHA LINE_TYPE TOTAL FBAR
FBAR_NCL FBAR_NCU FBAR_BCL FBAR_BCU FSTDEV   FSTDEV_NCL FSTDEV_NCU
FSTDEV_BCL FSTDEV_BCU OBAR    OBAR_NCL OBAR_NCU OBAR_BCL OBAR_BCU
OSTDEV   OSTDEV_NCL OSTDEV_NCU OSTDEV_BCL OSTDEV_BCU PR_CORR
PR_CORR_NCL PR_CORR_NCU PR_CORR_BCL PR_CORR_BCU SP_CORR KT_CORR RANKS
FRANK_TIES ORANK_TIES ME      ME_NCL   ME_NCU    ME_BCL ME_BCU ESTDEV
ESTDEV_NCL ESTDEV_NCU ESTDEV_BCL ESTDEV_BCU MBIAS   MBIAS_BCL
MBIAS_BCU MAE     MAE_BCL MAE_BCU MSE      MSE_BCL MSE_BCU BCMSE
BCMSE_BCL BCMSE_BCU RMSE     RMSE_BCL RMSE_BCU E10       E10_BCL
E10_BCU E25     E25_BCL E25_BCU E50     E50_BCL E50_BCU E75
E75_BCL E75_BCU E90      E90_BCL E90_BCU EIQR    EIQR_BCL EIQR_BCU MAD
MAD_BCL MAD_BCU ANOM_CORR ANOM_CORR_NCL ANOM_CORR_NCU ANOM_CORR_BCL
ANOM_CORR_BCU ME2      ME2_BCL ME2_BCU MSESS   MSESS_BCL MSESS_BCU
RMSFA RMSFA_BCL RMSFA_BCU RMSOA RMSOA_BCL RMSOA_BCU ANOM_CORR_UNCNTR
ANOM_CORR_UNCNTR_BCL ANOM_CORR_UNCNTR_BCU
V9.1    GFS-exp NA   240000    20200808_223000 20200808_223000 240000
20200808_223000 20200808_223000 APCP     kg/m^2     A24      APCP
kg/m^2    A24     IMERG  FULL    NEAREST     1           NA
NA         NA         0.05  CNT       96621 9.59019  9.51354  9.66685
NA       NA 12.15688   12.10292   12.21132         NA         NA
9.74839  9.62723  9.86956       NA       NA 19.21601   19.13072
19.30208         NA         NA  0.4001     0.39479     0.40538
NA          NA      NA      NA     0          0          0 -0.1582
-0.27277 -0.043639     NA     NA 18.16902   18.08837   18.25039
NA         NA 0.98377        NA        NA 9.30406      NA      NA
330.1348      NA      NA 330.10977        NA        NA 18.16961
NA       NA -13.81388      NA      NA -1.4105      NA      NA 0.59558
NA      NA 6.06025      NA      NA 14.72754      NA      NA 7.47075
NA       NA 3.79988      NA      NA        NA            NA
NA            NA            NA 0.025028      NA      NA 0.10594
NA        NA    NA        NA        NA    NA        NA        NA
NA                   NA                   NA

------------------------------------------------
Subject: Request for plotting scripts
From: HARVIR SINGH
Time: Sat Feb 06 09:28:04 2021

VERSION MODEL   DESC FCST_LEAD FCST_VALID_BEG  FCST_VALID_END
OBS_LEAD OBS_VALID_BEG   OBS_VALID_END   FCST_VAR FCST_UNITS FCST_LEV
OBS_VAR OBS_UNITS OBS_LEV OBTYPE VX_MASK INTERP_MTHD INTERP_PNTS
FCST_THRESH OBS_THRESH COV_THRESH ALPHA LINE_TYPE TOTAL FBAR
FBAR_NCL FBAR_NCU FBAR_BCL FBAR_BCU FSTDEV   FSTDEV_NCL FSTDEV_NCU
FSTDEV_BCL FSTDEV_BCU OBAR     OBAR_NCL OBAR_NCU OBAR_BCL OBAR_BCU
OSTDEV   OSTDEV_NCL OSTDEV_NCU OSTDEV_BCL OSTDEV_BCU PR_CORR
PR_CORR_NCL PR_CORR_NCU PR_CORR_BCL PR_CORR_BCU SP_CORR KT_CORR RANKS
FRANK_TIES ORANK_TIES ME      ME_NCL   ME_NCU  ME_BCL ME_BCU ESTDEV
ESTDEV_NCL ESTDEV_NCU ESTDEV_BCL ESTDEV_BCU MBIAS   MBIAS_BCL
MBIAS_BCU MAE      MAE_BCL MAE_BCU MSE       MSE_BCL MSE_BCU BCMSE
BCMSE_BCL BCMSE_BCU RMSE     RMSE_BCL RMSE_BCU E10       E10_BCL
E10_BCU E25      E25_BCL E25_BCU E50     E50_BCL E50_BCU E75
E75_BCL E75_BCU E90      E90_BCL E90_BCU EIQR    EIQR_BCL EIQR_BCU MAD
MAD_BCL MAD_BCU ANOM_CORR ANOM_CORR_NCL ANOM_CORR_NCU ANOM_CORR_BCL
ANOM_CORR_BCU ME2      ME2_BCL ME2_BCU MSESS    MSESS_BCL MSESS_BCU
RMSFA RMSFA_BCL RMSFA_BCU RMSOA RMSOA_BCL RMSOA_BCU ANOM_CORR_UNCNTR
ANOM_CORR_UNCNTR_BCL ANOM_CORR_UNCNTR_BCU
V9.1    GFS-exp NA   240000    20200809_223000 20200809_223000 240000
20200809_223000 20200809_223000 APCP     kg/m^2     A24      APCP
kg/m^2    A24     IMERG  FULL    NEAREST     1           NA
NA         NA         0.05  CNT       96621 11.45786 11.36786 11.54786
NA       NA 14.27372   14.21036   14.33765         NA         NA
11.30477 11.17544  11.4341       NA       NA 20.51067   20.41963
20.60253         NA         NA 0.37841     0.37299      0.3838
NA          NA      NA      NA     0          0          0 0.15309
0.026535 0.27965     NA     NA 20.07131   19.98222   20.16121
NA         NA 1.01354        NA        NA 10.89819      NA      NA
402.87685      NA      NA 402.85342        NA        NA 20.07179
NA       NA -15.88474      NA      NA -2.57092      NA      NA 0.69715
NA      NA 7.27009      NA      NA 17.13419      NA      NA 9.84101
NA       NA 4.96654      NA      NA        NA            NA
NA            NA            NA 0.023437      NA      NA 0.042337
NA        NA    NA        NA        NA    NA        NA        NA
NA                   NA                   NA

------------------------------------------------
Subject: Request for plotting scripts
From: HARVIR SINGH
Time: Sat Feb 06 09:28:04 2021

VERSION MODEL   DESC FCST_LEAD FCST_VALID_BEG  FCST_VALID_END
OBS_LEAD OBS_VALID_BEG   OBS_VALID_END   FCST_VAR FCST_UNITS FCST_LEV
OBS_VAR OBS_UNITS OBS_LEV OBTYPE VX_MASK INTERP_MTHD INTERP_PNTS
FCST_THRESH OBS_THRESH COV_THRESH ALPHA LINE_TYPE TOTAL FBAR
FBAR_NCL FBAR_NCU FBAR_BCL FBAR_BCU FSTDEV   FSTDEV_NCL FSTDEV_NCU
FSTDEV_BCL FSTDEV_BCU OBAR    OBAR_NCL OBAR_NCU OBAR_BCL OBAR_BCU
OSTDEV   OSTDEV_NCL OSTDEV_NCU OSTDEV_BCL OSTDEV_BCU PR_CORR
PR_CORR_NCL PR_CORR_NCU PR_CORR_BCL PR_CORR_BCU SP_CORR KT_CORR RANKS
FRANK_TIES ORANK_TIES ME      ME_NCL  ME_NCU  ME_BCL ME_BCU ESTDEV
ESTDEV_NCL ESTDEV_NCU ESTDEV_BCL ESTDEV_BCU MBIAS   MBIAS_BCL
MBIAS_BCU MAE     MAE_BCL MAE_BCU MSE       MSE_BCL MSE_BCU BCMSE
BCMSE_BCL BCMSE_BCU RMSE     RMSE_BCL RMSE_BCU E10       E10_BCL
E10_BCU E25     E25_BCL E25_BCU E50     E50_BCL E50_BCU E75
E75_BCL E75_BCU E90      E90_BCL E90_BCU EIQR    EIQR_BCL EIQR_BCU MAD
MAD_BCL MAD_BCU ANOM_CORR ANOM_CORR_NCL ANOM_CORR_NCU ANOM_CORR_BCL
ANOM_CORR_BCU ME2     ME2_BCL ME2_BCU MSESS    MSESS_BCL MSESS_BCU
RMSFA RMSFA_BCL RMSFA_BCU RMSOA RMSOA_BCL RMSOA_BCU ANOM_CORR_UNCNTR
ANOM_CORR_UNCNTR_BCL ANOM_CORR_UNCNTR_BCU
V9.1    GFS-exp NA   240000    20200807_223000 20200807_223000 240000
20200807_223000 20200807_223000 APCP     kg/m^2     A24      APCP
kg/m^2    A24     IMERG  FULL    NEAREST     1           NA
NA         NA         0.05  CNT       96621 10.71637 10.61233 10.82041
NA       NA 16.49991   16.42668   16.57381         NA         NA
8.58025   8.4634   8.6971       NA       NA 18.53202   18.44976
18.61502         NA         NA 0.38959     0.38423     0.39493
NA          NA      NA      NA     0          0          0 2.13612
2.01363 2.25862     NA     NA 19.42749   19.34126    19.5145
NA         NA 1.24896        NA        NA 9.60964      NA      NA
381.98657      NA      NA 377.42355        NA        NA 19.54448
NA       NA -10.05625      NA      NA -1.2165      NA      NA 0.68777
NA      NA 7.55706      NA      NA 17.24563      NA      NA 8.77356
NA       NA 4.18441      NA      NA        NA            NA
NA            NA            NA 4.56303      NA      NA -0.11225
NA        NA    NA        NA        NA    NA        NA        NA
NA                   NA                   NA

------------------------------------------------
Subject: Request for plotting scripts
From: HARVIR SINGH
Time: Sat Feb 06 09:28:04 2021

VERSION MODEL   DESC FCST_LEAD FCST_VALID_BEG  FCST_VALID_END
OBS_LEAD OBS_VALID_BEG   OBS_VALID_END   FCST_VAR FCST_UNITS FCST_LEV
OBS_VAR OBS_UNITS OBS_LEV OBTYPE VX_MASK INTERP_MTHD INTERP_PNTS
FCST_THRESH OBS_THRESH COV_THRESH ALPHA LINE_TYPE TOTAL FBAR
FBAR_NCL FBAR_NCU FBAR_BCL FBAR_BCU FSTDEV   FSTDEV_NCL FSTDEV_NCU
FSTDEV_BCL FSTDEV_BCU OBAR     OBAR_NCL OBAR_NCU OBAR_BCL OBAR_BCU
OSTDEV   OSTDEV_NCL OSTDEV_NCU OSTDEV_BCL OSTDEV_BCU PR_CORR
PR_CORR_NCL PR_CORR_NCU PR_CORR_BCL PR_CORR_BCU SP_CORR KT_CORR RANKS
FRANK_TIES ORANK_TIES ME       ME_NCL   ME_NCU   ME_BCL ME_BCU ESTDEV
ESTDEV_NCL ESTDEV_NCU ESTDEV_BCL ESTDEV_BCU MBIAS   MBIAS_BCL
MBIAS_BCU MAE      MAE_BCL MAE_BCU MSE       MSE_BCL MSE_BCU BCMSE
BCMSE_BCL BCMSE_BCU RMSE     RMSE_BCL RMSE_BCU E10       E10_BCL
E10_BCU E25      E25_BCL E25_BCU E50      E50_BCL E50_BCU E75
E75_BCL E75_BCU E90     E90_BCL E90_BCU EIQR    EIQR_BCL EIQR_BCU MAD
MAD_BCL MAD_BCU ANOM_CORR ANOM_CORR_NCL ANOM_CORR_NCU ANOM_CORR_BCL
ANOM_CORR_BCU ME2      ME2_BCL ME2_BCU MSESS   MSESS_BCL MSESS_BCU
RMSFA RMSFA_BCL RMSFA_BCU RMSOA RMSOA_BCL RMSOA_BCU ANOM_CORR_UNCNTR
ANOM_CORR_UNCNTR_BCL ANOM_CORR_UNCNTR_BCU
V9.1    GFS-exp NA   480000    20200804_223000 20200804_223000 480000
20200804_223000 20200804_223000 APCP     kg/m^2     A24      APCP
kg/m^2    A24     IMERG  FULL    NEAREST     1           NA
NA         NA         0.05  CNT       96621 12.56427 12.43785  12.6907
NA       NA 20.05064   19.96164   20.14044         NA         NA
15.96575 15.77021 16.16129       NA       NA 31.01115    30.8735
31.15004         NA         NA 0.42111     0.41591     0.42628
NA          NA      NA      NA     0          0          0 -3.40147
-3.58422 -3.21872     NA     NA 28.98336   28.85471   29.11317
NA         NA 0.78695        NA        NA 13.73715      NA      NA
851.59633      NA      NA 840.02632        NA        NA 29.18212
NA       NA -26.26012      NA      NA -4.39708      NA      NA
0.078708      NA      NA 4.66461      NA      NA 14.5625      NA
NA 9.06169       NA       NA 4.54629      NA      NA        NA
NA            NA            NA            NA 11.57002      NA      NA
0.11448        NA        NA    NA        NA        NA    NA        NA
NA               NA                   NA                   NA

------------------------------------------------
Subject: Request for plotting scripts
From: HARVIR SINGH
Time: Sat Feb 06 09:28:04 2021

VERSION MODEL   DESC FCST_LEAD FCST_VALID_BEG  FCST_VALID_END
OBS_LEAD OBS_VALID_BEG   OBS_VALID_END   FCST_VAR FCST_UNITS FCST_LEV
OBS_VAR OBS_UNITS OBS_LEV OBTYPE VX_MASK INTERP_MTHD INTERP_PNTS
FCST_THRESH OBS_THRESH COV_THRESH ALPHA LINE_TYPE TOTAL FBAR
FBAR_NCL FBAR_NCU FBAR_BCL FBAR_BCU FSTDEV   FSTDEV_NCL FSTDEV_NCU
FSTDEV_BCL FSTDEV_BCU OBAR     OBAR_NCL OBAR_NCU OBAR_BCL OBAR_BCU
OSTDEV   OSTDEV_NCL OSTDEV_NCU OSTDEV_BCL OSTDEV_BCU PR_CORR
PR_CORR_NCL PR_CORR_NCU PR_CORR_BCL PR_CORR_BCU SP_CORR KT_CORR RANKS
FRANK_TIES ORANK_TIES ME       ME_NCL   ME_NCU   ME_BCL ME_BCU ESTDEV
ESTDEV_NCL ESTDEV_NCU ESTDEV_BCL ESTDEV_BCU MBIAS  MBIAS_BCL MBIAS_BCU
MAE      MAE_BCL MAE_BCU MSE       MSE_BCL MSE_BCU BCMSE     BCMSE_BCL
BCMSE_BCU RMSE     RMSE_BCL RMSE_BCU E10     E10_BCL E10_BCU E25
E25_BCL E25_BCU E50     E50_BCL E50_BCU E75     E75_BCL E75_BCU E90
E90_BCL E90_BCU EIQR    EIQR_BCL EIQR_BCU MAD     MAD_BCL MAD_BCU
ANOM_CORR ANOM_CORR_NCL ANOM_CORR_NCU ANOM_CORR_BCL ANOM_CORR_BCU ME2
ME2_BCL ME2_BCU MSESS   MSESS_BCL MSESS_BCU RMSFA RMSFA_BCL RMSFA_BCU
RMSOA RMSOA_BCL RMSOA_BCU ANOM_CORR_UNCNTR ANOM_CORR_UNCNTR_BCL
ANOM_CORR_UNCNTR_BCU
V9.1    GFS-exp NA   480000    20200803_223000 20200803_223000 480000
20200803_223000 20200803_223000 APCP     kg/m^2     A24      APCP
kg/m^2    A24     IMERG  FULL    NEAREST     1           NA
NA         NA         0.05  CNT       96621 11.46505 11.35502 11.57508
NA       NA 17.45037   17.37291   17.52852         NA         NA
14.47054 14.31225 14.62882       NA       NA 25.10283   24.99141
25.21526         NA         NA 0.56083     0.55649     0.56513
NA          NA      NA      NA     0          0          0 -3.00549
-3.13825 -2.87272     NA     NA 21.05526   20.96181   21.14957
NA         NA 0.7923        NA        NA 11.16556      NA      NA
452.35254      NA      NA 443.31959        NA        NA 21.26858
NA       NA -25.211      NA      NA -4.74863      NA      NA 0.10937
NA      NA 4.35752      NA      NA 11.568      NA      NA 9.10615
NA       NA 4.43993      NA      NA        NA            NA
NA            NA            NA 9.03295      NA      NA 0.28215
NA        NA    NA        NA        NA    NA        NA        NA
NA                   NA                   NA

------------------------------------------------
Subject: Request for plotting scripts
From: HARVIR SINGH
Time: Sat Feb 06 09:28:04 2021

VERSION MODEL   DESC FCST_LEAD FCST_VALID_BEG  FCST_VALID_END
OBS_LEAD OBS_VALID_BEG   OBS_VALID_END   FCST_VAR FCST_UNITS FCST_LEV
OBS_VAR OBS_UNITS OBS_LEV OBTYPE VX_MASK INTERP_MTHD INTERP_PNTS
FCST_THRESH OBS_THRESH COV_THRESH ALPHA LINE_TYPE TOTAL FBAR
FBAR_NCL FBAR_NCU FBAR_BCL FBAR_BCU FSTDEV   FSTDEV_NCL FSTDEV_NCU
FSTDEV_BCL FSTDEV_BCU OBAR     OBAR_NCL OBAR_NCU OBAR_BCL OBAR_BCU
OSTDEV   OSTDEV_NCL OSTDEV_NCU OSTDEV_BCL OSTDEV_BCU PR_CORR
PR_CORR_NCL PR_CORR_NCU PR_CORR_BCL PR_CORR_BCU SP_CORR KT_CORR RANKS
FRANK_TIES ORANK_TIES ME       ME_NCL   ME_NCU   ME_BCL ME_BCU ESTDEV
ESTDEV_NCL ESTDEV_NCU ESTDEV_BCL ESTDEV_BCU MBIAS   MBIAS_BCL
MBIAS_BCU MAE      MAE_BCL MAE_BCU MSE       MSE_BCL MSE_BCU BCMSE
BCMSE_BCL BCMSE_BCU RMSE     RMSE_BCL RMSE_BCU E10       E10_BCL
E10_BCU E25      E25_BCL E25_BCU E50    E50_BCL E50_BCU E75
E75_BCL E75_BCU E90    E90_BCL E90_BCU EIQR   EIQR_BCL EIQR_BCU MAD
MAD_BCL MAD_BCU ANOM_CORR ANOM_CORR_NCL ANOM_CORR_NCU ANOM_CORR_BCL
ANOM_CORR_BCU ME2     ME2_BCL ME2_BCU MSESS   MSESS_BCL MSESS_BCU
RMSFA RMSFA_BCL RMSFA_BCU RMSOA RMSOA_BCL RMSOA_BCU ANOM_CORR_UNCNTR
ANOM_CORR_UNCNTR_BCL ANOM_CORR_UNCNTR_BCU
V9.1    GFS-exp NA   480000    20200805_223000 20200805_223000 480000
20200805_223000 20200805_223000 APCP     kg/m^2     A24      APCP
kg/m^2    A24     IMERG  FULL    NEAREST     1           NA
NA         NA         0.05  CNT       96621 12.6803 12.53859 12.82201
NA       NA 22.47481   22.37505   22.57546         NA         NA
15.76774 15.55994 15.97553       NA       NA 32.95536   32.80909
33.10296         NA         NA 0.50316     0.49844     0.50786
NA          NA      NA      NA     0          0          0 -3.08743
-3.27081 -2.90405     NA     NA 29.08302   28.95393   29.21327
NA         NA 0.80419        NA        NA 12.70487      NA      NA
855.34551      NA      NA 845.81325        NA        NA 29.24629
NA       NA -23.86414      NA      NA -3.80121      NA      NA 0.0625
NA      NA 4.09409      NA      NA 13.139      NA      NA 7.8953
NA       NA 3.97205      NA      NA        NA            NA
NA            NA            NA 9.53225      NA      NA 0.21243
NA        NA    NA        NA        NA    NA        NA        NA
NA                   NA                   NA

------------------------------------------------
Subject: Request for plotting scripts
From: HARVIR SINGH
Time: Sat Feb 06 09:28:04 2021

VERSION MODEL   DESC FCST_LEAD FCST_VALID_BEG  FCST_VALID_END
OBS_LEAD OBS_VALID_BEG   OBS_VALID_END   FCST_VAR FCST_UNITS FCST_LEV
OBS_VAR OBS_UNITS OBS_LEV OBTYPE VX_MASK INTERP_MTHD INTERP_PNTS
FCST_THRESH OBS_THRESH COV_THRESH ALPHA LINE_TYPE TOTAL FBAR
FBAR_NCL FBAR_NCU FBAR_BCL FBAR_BCU FSTDEV   FSTDEV_NCL FSTDEV_NCU
FSTDEV_BCL FSTDEV_BCU OBAR    OBAR_NCL OBAR_NCU OBAR_BCL OBAR_BCU
OSTDEV   OSTDEV_NCL OSTDEV_NCU OSTDEV_BCL OSTDEV_BCU PR_CORR
PR_CORR_NCL PR_CORR_NCU PR_CORR_BCL PR_CORR_BCU SP_CORR KT_CORR RANKS
FRANK_TIES ORANK_TIES ME       ME_NCL   ME_NCU    ME_BCL ME_BCU ESTDEV
ESTDEV_NCL ESTDEV_NCU ESTDEV_BCL ESTDEV_BCU MBIAS   MBIAS_BCL
MBIAS_BCU MAE     MAE_BCL MAE_BCU MSE       MSE_BCL MSE_BCU BCMSE
BCMSE_BCL BCMSE_BCU RMSE     RMSE_BCL RMSE_BCU E10      E10_BCL
E10_BCU E25     E25_BCL E25_BCU E50   E50_BCL E50_BCU E75     E75_BCL
E75_BCU E90    E90_BCL E90_BCU EIQR    EIQR_BCL EIQR_BCU MAD
MAD_BCL MAD_BCU ANOM_CORR ANOM_CORR_NCL ANOM_CORR_NCU ANOM_CORR_BCL
ANOM_CORR_BCU ME2      ME2_BCL ME2_BCU MSESS   MSESS_BCL MSESS_BCU
RMSFA RMSFA_BCL RMSFA_BCU RMSOA RMSOA_BCL RMSOA_BCU ANOM_CORR_UNCNTR
ANOM_CORR_UNCNTR_BCL ANOM_CORR_UNCNTR_BCU
V9.1    GFS-exp NA   480000    20200802_223000 20200802_223000 480000
20200802_223000 20200802_223000 APCP     kg/m^2     A24      APCP
kg/m^2    A24     IMERG  FULL    NEAREST     1           NA
NA         NA         0.05  CNT       96621 10.26916 10.18516 10.35316
NA       NA 13.32229   13.26316   13.38196         NA         NA
10.4467 10.32248 10.57091       NA       NA 19.69954    19.6121
19.78776         NA         NA 0.50696     0.50226     0.51163
NA          NA      NA      NA     0          0          0 -0.17754
-0.28665 -0.068423     NA     NA 17.30482   17.22801   17.38232
NA         NA 0.98301        NA        NA 9.85316      NA      NA
299.48515      NA      NA 299.45363        NA        NA 17.30564
NA       NA -17.5429      NA      NA -2.1835      NA      NA 0.869
NA      NA 5.83696      NA      NA 14.422      NA      NA 8.02046
NA       NA 4.23103      NA      NA        NA            NA
NA            NA            NA 0.031519      NA      NA 0.22827
NA        NA    NA        NA        NA    NA        NA        NA
NA                   NA                   NA

------------------------------------------------
Subject: Request for plotting scripts
From: HARVIR SINGH
Time: Sat Feb 06 09:28:04 2021

VERSION MODEL   DESC FCST_LEAD FCST_VALID_BEG  FCST_VALID_END
OBS_LEAD OBS_VALID_BEG   OBS_VALID_END   FCST_VAR FCST_UNITS FCST_LEV
OBS_VAR OBS_UNITS OBS_LEV OBTYPE VX_MASK INTERP_MTHD INTERP_PNTS
FCST_THRESH OBS_THRESH COV_THRESH ALPHA LINE_TYPE TOTAL FBAR
FBAR_NCL FBAR_NCU FBAR_BCL FBAR_BCU FSTDEV   FSTDEV_NCL FSTDEV_NCU
FSTDEV_BCL FSTDEV_BCU OBAR     OBAR_NCL OBAR_NCU OBAR_BCL OBAR_BCU
OSTDEV   OSTDEV_NCL OSTDEV_NCU OSTDEV_BCL OSTDEV_BCU PR_CORR
PR_CORR_NCL PR_CORR_NCU PR_CORR_BCL PR_CORR_BCU SP_CORR KT_CORR RANKS
FRANK_TIES ORANK_TIES ME      ME_NCL ME_NCU  ME_BCL ME_BCU ESTDEV
ESTDEV_NCL ESTDEV_NCU ESTDEV_BCL ESTDEV_BCU MBIAS   MBIAS_BCL
MBIAS_BCU MAE      MAE_BCL MAE_BCU MSE       MSE_BCL MSE_BCU BCMSE
BCMSE_BCL BCMSE_BCU RMSE     RMSE_BCL RMSE_BCU E10      E10_BCL
E10_BCU E25    E25_BCL E25_BCU E50     E50_BCL E50_BCU E75     E75_BCL
E75_BCU E90      E90_BCL E90_BCU EIQR    EIQR_BCL EIQR_BCU MAD
MAD_BCL MAD_BCU ANOM_CORR ANOM_CORR_NCL ANOM_CORR_NCU ANOM_CORR_BCL
ANOM_CORR_BCU ME2     ME2_BCL ME2_BCU MSESS     MSESS_BCL MSESS_BCU
RMSFA RMSFA_BCL RMSFA_BCU RMSOA RMSOA_BCL RMSOA_BCU ANOM_CORR_UNCNTR
ANOM_CORR_UNCNTR_BCL ANOM_CORR_UNCNTR_BCU
V9.1    GFS-exp NA   480000    20200806_223000 20200806_223000 480000
20200806_223000 20200806_223000 APCP     kg/m^2     A24      APCP
kg/m^2    A24     IMERG  FULL    NEAREST     1           NA
NA         NA         0.05  CNT       96621 11.36349 11.22853 11.49844
NA       NA 21.40268   21.30768   21.49854         NA         NA
10.28786 10.13483 10.44089       NA       NA 24.26922    24.1615
24.37792         NA         NA  0.4253     0.42012     0.43045
NA          NA      NA      NA     0          0          0 1.07563
0.9205 1.23075     NA     NA 24.60178   24.49258   24.71197         NA
NA 1.10455        NA        NA 10.38692      NA      NA 606.39835
NA      NA 605.24138        NA        NA 24.62516       NA       NA
-13.7394      NA      NA -1.797      NA      NA 0.33079      NA
NA 5.41879      NA      NA 15.93568      NA      NA 7.21579       NA
NA 3.66126      NA      NA        NA            NA            NA
NA            NA 1.15697      NA      NA -0.029547        NA        NA
NA        NA        NA    NA        NA        NA               NA
NA                   NA

------------------------------------------------
Subject: Request for plotting scripts
From: HARVIR SINGH
Time: Sat Feb 06 09:28:04 2021

VERSION MODEL   DESC FCST_LEAD FCST_VALID_BEG  FCST_VALID_END
OBS_LEAD OBS_VALID_BEG   OBS_VALID_END   FCST_VAR FCST_UNITS FCST_LEV
OBS_VAR OBS_UNITS OBS_LEV OBTYPE VX_MASK INTERP_MTHD INTERP_PNTS
FCST_THRESH OBS_THRESH COV_THRESH ALPHA LINE_TYPE TOTAL FBAR
FBAR_NCL FBAR_NCU FBAR_BCL FBAR_BCU FSTDEV   FSTDEV_NCL FSTDEV_NCU
FSTDEV_BCL FSTDEV_BCU OBAR    OBAR_NCL OBAR_NCU OBAR_BCL OBAR_BCU
OSTDEV   OSTDEV_NCL OSTDEV_NCU OSTDEV_BCL OSTDEV_BCU PR_CORR
PR_CORR_NCL PR_CORR_NCU PR_CORR_BCL PR_CORR_BCU SP_CORR KT_CORR RANKS
FRANK_TIES ORANK_TIES ME         ME_NCL   ME_NCU  ME_BCL ME_BCU ESTDEV
ESTDEV_NCL ESTDEV_NCU ESTDEV_BCL ESTDEV_BCU MBIAS   MBIAS_BCL
MBIAS_BCU MAE     MAE_BCL MAE_BCU MSE       MSE_BCL MSE_BCU BCMSE
BCMSE_BCL BCMSE_BCU RMSE     RMSE_BCL RMSE_BCU E10       E10_BCL
E10_BCU E25      E25_BCL E25_BCU E50     E50_BCL E50_BCU E75
E75_BCL E75_BCU E90      E90_BCL E90_BCU EIQR    EIQR_BCL EIQR_BCU MAD
MAD_BCL MAD_BCU ANOM_CORR ANOM_CORR_NCL ANOM_CORR_NCU ANOM_CORR_BCL
ANOM_CORR_BCU ME2        ME2_BCL ME2_BCU MSESS    MSESS_BCL MSESS_BCU
RMSFA RMSFA_BCL RMSFA_BCU RMSOA RMSOA_BCL RMSOA_BCU ANOM_CORR_UNCNTR
ANOM_CORR_UNCNTR_BCL ANOM_CORR_UNCNTR_BCU
V9.1    GFS-exp NA   480000    20200808_223000 20200808_223000 480000
20200808_223000 20200808_223000 APCP     kg/m^2     A24      APCP
kg/m^2    A24     IMERG  FULL    NEAREST     1           NA
NA         NA         0.05  CNT       96621 9.74576  9.66901  9.82251
NA       NA 12.17175   12.11772   12.22626         NA         NA
9.74839  9.62723  9.86956       NA       NA 19.21601   19.13072
19.30208         NA         NA  0.3318     0.32617      0.3374
NA          NA      NA      NA     0          0          0 -0.0026364
-0.12264 0.11736     NA     NA 19.03147     18.947   19.11671
NA         NA 0.99973        NA        NA 9.96138      NA      NA
362.19311      NA      NA 362.19311        NA        NA 19.03137
NA       NA -14.40109      NA      NA -1.68969      NA      NA 0.40972
NA      NA 6.46046      NA      NA 16.69644      NA      NA 8.15015
NA       NA 4.13295      NA      NA        NA            NA
NA            NA            NA 6.9507e-06      NA      NA 0.019125
NA        NA    NA        NA        NA    NA        NA        NA
NA                   NA                   NA

------------------------------------------------
Subject: Request for plotting scripts
From: HARVIR SINGH
Time: Sat Feb 06 09:28:04 2021

VERSION MODEL   DESC FCST_LEAD FCST_VALID_BEG  FCST_VALID_END
OBS_LEAD OBS_VALID_BEG   OBS_VALID_END   FCST_VAR FCST_UNITS FCST_LEV
OBS_VAR OBS_UNITS OBS_LEV OBTYPE VX_MASK INTERP_MTHD INTERP_PNTS
FCST_THRESH OBS_THRESH COV_THRESH ALPHA LINE_TYPE TOTAL FBAR
FBAR_NCL FBAR_NCU FBAR_BCL FBAR_BCU FSTDEV   FSTDEV_NCL FSTDEV_NCU
FSTDEV_BCL FSTDEV_BCU OBAR    OBAR_NCL OBAR_NCU OBAR_BCL OBAR_BCU
OSTDEV   OSTDEV_NCL OSTDEV_NCU OSTDEV_BCL OSTDEV_BCU PR_CORR
PR_CORR_NCL PR_CORR_NCU PR_CORR_BCL PR_CORR_BCU SP_CORR KT_CORR RANKS
FRANK_TIES ORANK_TIES ME     ME_NCL  ME_NCU ME_BCL ME_BCU ESTDEV
ESTDEV_NCL ESTDEV_NCU ESTDEV_BCL ESTDEV_BCU MBIAS   MBIAS_BCL
MBIAS_BCU MAE     MAE_BCL MAE_BCU MSE       MSE_BCL MSE_BCU BCMSE
BCMSE_BCL BCMSE_BCU RMSE    RMSE_BCL RMSE_BCU E10       E10_BCL
E10_BCU E25      E25_BCL E25_BCU E50     E50_BCL E50_BCU E75   E75_BCL
E75_BCU E90      E90_BCL E90_BCU EIQR    EIQR_BCL EIQR_BCU MAD
MAD_BCL MAD_BCU ANOM_CORR ANOM_CORR_NCL ANOM_CORR_NCU ANOM_CORR_BCL
ANOM_CORR_BCU ME2     ME2_BCL ME2_BCU MSESS    MSESS_BCL MSESS_BCU
RMSFA RMSFA_BCL RMSFA_BCU RMSOA RMSOA_BCL RMSOA_BCU ANOM_CORR_UNCNTR
ANOM_CORR_UNCNTR_BCL ANOM_CORR_UNCNTR_BCU
V9.1    GFS-exp NA   480000    20200807_223000 20200807_223000 480000
20200807_223000 20200807_223000 APCP     kg/m^2     A24      APCP
kg/m^2    A24     IMERG  FULL    NEAREST     1           NA
NA         NA         0.05  CNT       96621 11.01044 10.88769  11.1332
NA       NA 19.46844   19.38202   19.55563         NA         NA
8.58025   8.4634   8.6971       NA       NA 18.53202   18.44976
18.61502         NA         NA  0.3892     0.38384     0.39454
NA          NA      NA      NA     0          0          0 2.4302
2.29769 2.5627     NA     NA 21.01466   20.92138   21.10878         NA
NA 1.28323        NA        NA 9.79126      NA      NA 447.51722
NA      NA 441.61136        NA        NA 21.1546       NA       NA
-10.48593      NA      NA -1.50366      NA      NA 0.63618      NA
NA 7.108      NA      NA 17.35362      NA      NA 8.61166       NA
NA 4.15982      NA      NA        NA            NA            NA
NA            NA 5.90585      NA      NA -0.30306        NA        NA
NA        NA        NA    NA        NA        NA               NA
NA                   NA

------------------------------------------------
Subject: Request for plotting scripts
From: HARVIR SINGH
Time: Sat Feb 06 09:28:04 2021

VERSION MODEL   DESC FCST_LEAD FCST_VALID_BEG  FCST_VALID_END
OBS_LEAD OBS_VALID_BEG   OBS_VALID_END   FCST_VAR FCST_UNITS FCST_LEV
OBS_VAR OBS_UNITS OBS_LEV OBTYPE VX_MASK INTERP_MTHD INTERP_PNTS
FCST_THRESH OBS_THRESH COV_THRESH ALPHA LINE_TYPE TOTAL FBAR
FBAR_NCL FBAR_NCU FBAR_BCL FBAR_BCU FSTDEV   FSTDEV_NCL FSTDEV_NCU
FSTDEV_BCL FSTDEV_BCU OBAR    OBAR_NCL OBAR_NCU OBAR_BCL OBAR_BCU
OSTDEV   OSTDEV_NCL OSTDEV_NCU OSTDEV_BCL OSTDEV_BCU PR_CORR
PR_CORR_NCL PR_CORR_NCU PR_CORR_BCL PR_CORR_BCU SP_CORR KT_CORR RANKS
FRANK_TIES ORANK_TIES ME      ME_NCL   ME_NCU   ME_BCL ME_BCU ESTDEV
ESTDEV_NCL ESTDEV_NCU ESTDEV_BCL ESTDEV_BCU MBIAS   MBIAS_BCL
MBIAS_BCU MAE     MAE_BCL MAE_BCU MSE       MSE_BCL MSE_BCU BCMSE
BCMSE_BCL BCMSE_BCU RMSE     RMSE_BCL RMSE_BCU E10       E10_BCL
E10_BCU E25      E25_BCL E25_BCU E50  E50_BCL E50_BCU E75     E75_BCL
E75_BCU E90    E90_BCL E90_BCU EIQR    EIQR_BCL EIQR_BCU MAD MAD_BCL
MAD_BCU ANOM_CORR ANOM_CORR_NCL ANOM_CORR_NCU ANOM_CORR_BCL
ANOM_CORR_BCU ME2     ME2_BCL ME2_BCU MSESS  MSESS_BCL MSESS_BCU RMSFA
RMSFA_BCL RMSFA_BCU RMSOA RMSOA_BCL RMSOA_BCU ANOM_CORR_UNCNTR
ANOM_CORR_UNCNTR_BCL ANOM_CORR_UNCNTR_BCU
V9.1    GFS-exp NA   720000    20200802_223000 20200802_223000 720000
20200802_223000 20200802_223000 APCP     kg/m^2     A24      APCP
kg/m^2    A24     IMERG  FULL    NEAREST     1           NA
NA         NA         0.05  CNT       96621 9.99039  9.89725 10.08354
NA       NA 14.77277    14.7072   14.83893         NA         NA
10.4467 10.32248 10.57091       NA       NA 19.69954    19.6121
19.78776         NA         NA 0.48358     0.47874      0.4884
NA          NA      NA      NA     0          0          0 -0.4563
-0.56995 -0.34266     NA     NA 18.02348   17.94348    18.1042
NA         NA 0.95632        NA        NA 9.98122      NA      NA
325.05072      NA      NA 324.84251        NA        NA 18.02916
NA       NA -18.51225      NA      NA -2.55003      NA      NA 0.25
NA      NA 5.03171      NA      NA 14.443      NA      NA 7.58174
NA       NA   4      NA      NA        NA            NA            NA
NA            NA 0.20821      NA      NA 0.1624        NA        NA
NA        NA        NA    NA        NA        NA               NA
NA                   NA

------------------------------------------------
Subject: Request for plotting scripts
From: HARVIR SINGH
Time: Sat Feb 06 09:28:04 2021

VERSION MODEL   DESC FCST_LEAD FCST_VALID_BEG  FCST_VALID_END
OBS_LEAD OBS_VALID_BEG   OBS_VALID_END   FCST_VAR FCST_UNITS FCST_LEV
OBS_VAR OBS_UNITS OBS_LEV OBTYPE VX_MASK INTERP_MTHD INTERP_PNTS
FCST_THRESH OBS_THRESH COV_THRESH ALPHA LINE_TYPE TOTAL FBAR
FBAR_NCL FBAR_NCU FBAR_BCL FBAR_BCU FSTDEV   FSTDEV_NCL FSTDEV_NCU
FSTDEV_BCL FSTDEV_BCU OBAR     OBAR_NCL OBAR_NCU OBAR_BCL OBAR_BCU
OSTDEV   OSTDEV_NCL OSTDEV_NCU OSTDEV_BCL OSTDEV_BCU PR_CORR
PR_CORR_NCL PR_CORR_NCU PR_CORR_BCL PR_CORR_BCU SP_CORR KT_CORR RANKS
FRANK_TIES ORANK_TIES ME        ME_NCL   ME_NCU  ME_BCL ME_BCU ESTDEV
ESTDEV_NCL ESTDEV_NCU ESTDEV_BCL ESTDEV_BCU MBIAS   MBIAS_BCL
MBIAS_BCU MAE      MAE_BCL MAE_BCU MSE       MSE_BCL MSE_BCU BCMSE
BCMSE_BCL BCMSE_BCU RMSE     RMSE_BCL RMSE_BCU E10       E10_BCL
E10_BCU E25      E25_BCL E25_BCU E50   E50_BCL E50_BCU E75     E75_BCL
E75_BCU E90     E90_BCL E90_BCU EIQR   EIQR_BCL EIQR_BCU MAD   MAD_BCL
MAD_BCU ANOM_CORR ANOM_CORR_NCL ANOM_CORR_NCU ANOM_CORR_BCL
ANOM_CORR_BCU ME2       ME2_BCL ME2_BCU MSESS     MSESS_BCL MSESS_BCU
RMSFA RMSFA_BCL RMSFA_BCU RMSOA RMSOA_BCL RMSOA_BCU ANOM_CORR_UNCNTR
ANOM_CORR_UNCNTR_BCL ANOM_CORR_UNCNTR_BCU
V9.1    GFS-exp NA   480000    20200809_223000 20200809_223000 480000
20200809_223000 20200809_223000 APCP     kg/m^2     A24      APCP
kg/m^2    A24     IMERG  FULL    NEAREST     1           NA
NA         NA         0.05  CNT       96621 11.2066 11.11346 11.29975
NA       NA 14.77202   14.70646   14.83818         NA         NA
11.30477 11.17544  11.4341       NA       NA 20.51067   20.41963
20.60253         NA         NA 0.36633     0.36085     0.37177
NA          NA      NA      NA     0          0          0 -0.098167
-0.22691 0.03058     NA     NA 20.41859   20.32796   20.51004
NA         NA 0.99132        NA        NA 10.99346      NA      NA
416.92403      NA      NA 416.9144        NA        NA 20.41872
NA       NA -17.21544      NA      NA -2.94429      NA      NA 0.374
NA      NA 6.32631      NA      NA 17.5417      NA      NA 9.2706
NA       NA 4.698      NA      NA        NA            NA
NA            NA            NA 0.0096368      NA      NA 0.0089463
NA        NA    NA        NA        NA    NA        NA        NA
NA                   NA                   NA

------------------------------------------------
Subject: Request for plotting scripts
From: HARVIR SINGH
Time: Sat Feb 06 09:28:04 2021

VERSION MODEL   DESC FCST_LEAD FCST_VALID_BEG  FCST_VALID_END
OBS_LEAD OBS_VALID_BEG   OBS_VALID_END   FCST_VAR FCST_UNITS FCST_LEV
OBS_VAR OBS_UNITS OBS_LEV OBTYPE VX_MASK INTERP_MTHD INTERP_PNTS
FCST_THRESH OBS_THRESH COV_THRESH ALPHA LINE_TYPE TOTAL FBAR
FBAR_NCL FBAR_NCU FBAR_BCL FBAR_BCU FSTDEV   FSTDEV_NCL FSTDEV_NCU
FSTDEV_BCL FSTDEV_BCU OBAR    OBAR_NCL OBAR_NCU OBAR_BCL OBAR_BCU
OSTDEV   OSTDEV_NCL OSTDEV_NCU OSTDEV_BCL OSTDEV_BCU PR_CORR
PR_CORR_NCL PR_CORR_NCU PR_CORR_BCL PR_CORR_BCU SP_CORR KT_CORR RANKS
FRANK_TIES ORANK_TIES ME      ME_NCL  ME_NCU  ME_BCL ME_BCU ESTDEV
ESTDEV_NCL ESTDEV_NCU ESTDEV_BCL ESTDEV_BCU MBIAS   MBIAS_BCL
MBIAS_BCU MAE     MAE_BCL MAE_BCU MSE       MSE_BCL MSE_BCU BCMSE
BCMSE_BCL BCMSE_BCU RMSE     RMSE_BCL RMSE_BCU E10       E10_BCL
E10_BCU E25    E25_BCL E25_BCU E50    E50_BCL E50_BCU E75     E75_BCL
E75_BCU E90     E90_BCL E90_BCU EIQR    EIQR_BCL EIQR_BCU MAD
MAD_BCL MAD_BCU ANOM_CORR ANOM_CORR_NCL ANOM_CORR_NCU ANOM_CORR_BCL
ANOM_CORR_BCU ME2     ME2_BCL ME2_BCU MSESS   MSESS_BCL MSESS_BCU
RMSFA RMSFA_BCL RMSFA_BCU RMSOA RMSOA_BCL RMSOA_BCU ANOM_CORR_UNCNTR
ANOM_CORR_UNCNTR_BCL ANOM_CORR_UNCNTR_BCU
V9.1    GFS-exp NA   720000    20200801_223000 20200801_223000 720000
20200801_223000 20200801_223000 APCP     kg/m^2     A24      APCP
kg/m^2    A24     IMERG  FULL    NEAREST     1           NA
NA         NA         0.05  CNT       96621 9.9355  9.85173 10.01927
NA       NA 13.28534   13.22637   13.34484         NA         NA
9.37304  9.25893  9.48714       NA       NA 18.09673   18.01641
18.17778         NA         NA   0.436     0.43088      0.4411
NA          NA      NA      NA     0          0          0 0.56246
0.45429 0.67064     NA     NA 17.15643   17.08028   17.23327
NA         NA 1.06001        NA        NA 9.54644      NA      NA
294.65636      NA      NA 294.33999        NA        NA 17.16556
NA       NA -13.78892      NA      NA -1.203      NA      NA 0.8214
NA      NA 6.55042      NA      NA 15.3025      NA      NA 7.75342
NA       NA 4.1786      NA      NA        NA            NA
NA            NA            NA 0.31637      NA      NA 0.10026
NA        NA    NA        NA        NA    NA        NA        NA
NA                   NA                   NA

------------------------------------------------
Subject: Request for plotting scripts
From: HARVIR SINGH
Time: Sat Feb 06 09:28:04 2021

VERSION MODEL   DESC FCST_LEAD FCST_VALID_BEG  FCST_VALID_END
OBS_LEAD OBS_VALID_BEG   OBS_VALID_END   FCST_VAR FCST_UNITS FCST_LEV
OBS_VAR OBS_UNITS OBS_LEV OBTYPE VX_MASK INTERP_MTHD INTERP_PNTS
FCST_THRESH OBS_THRESH COV_THRESH ALPHA LINE_TYPE TOTAL FBAR
FBAR_NCL FBAR_NCU FBAR_BCL FBAR_BCU FSTDEV   FSTDEV_NCL FSTDEV_NCU
FSTDEV_BCL FSTDEV_BCU OBAR     OBAR_NCL OBAR_NCU OBAR_BCL OBAR_BCU
OSTDEV   OSTDEV_NCL OSTDEV_NCU OSTDEV_BCL OSTDEV_BCU PR_CORR
PR_CORR_NCL PR_CORR_NCU PR_CORR_BCL PR_CORR_BCU SP_CORR KT_CORR RANKS
FRANK_TIES ORANK_TIES ME       ME_NCL   ME_NCU   ME_BCL ME_BCU ESTDEV
ESTDEV_NCL ESTDEV_NCU ESTDEV_BCL ESTDEV_BCU MBIAS   MBIAS_BCL
MBIAS_BCU MAE      MAE_BCL MAE_BCU MSE       MSE_BCL MSE_BCU BCMSE
BCMSE_BCL BCMSE_BCU RMSE    RMSE_BCL RMSE_BCU E10       E10_BCL
E10_BCU E25     E25_BCL E25_BCU E50      E50_BCL E50_BCU E75
E75_BCL E75_BCU E90    E90_BCL E90_BCU EIQR    EIQR_BCL EIQR_BCU MAD
MAD_BCL MAD_BCU ANOM_CORR ANOM_CORR_NCL ANOM_CORR_NCU ANOM_CORR_BCL
ANOM_CORR_BCU ME2     ME2_BCL ME2_BCU MSESS   MSESS_BCL MSESS_BCU
RMSFA RMSFA_BCL RMSFA_BCU RMSOA RMSOA_BCL RMSOA_BCU ANOM_CORR_UNCNTR
ANOM_CORR_UNCNTR_BCL ANOM_CORR_UNCNTR_BCU
V9.1    GFS-exp NA   720000    20200803_223000 20200803_223000 720000
20200803_223000 20200803_223000 APCP     kg/m^2     A24      APCP
kg/m^2    A24     IMERG  FULL    NEAREST     1           NA
NA         NA         0.05  CNT       96621 11.41526 11.29745 11.53306
NA       NA 18.68333    18.6004   18.76701         NA         NA
14.47054 14.31225 14.62882       NA       NA 25.10283   24.99141
25.21526         NA         NA 0.47912     0.47425     0.48397
NA          NA      NA      NA     0          0          0 -3.05528
-3.20041 -2.91015     NA     NA 23.01733   22.91516   23.12042
NA         NA 0.78886        NA        NA 12.22726      NA      NA
539.12668      NA      NA 529.79194        NA        NA 23.2191
NA       NA -26.48129      NA      NA -5.1055      NA      NA 0.062529
NA      NA 4.64373      NA      NA 13.163      NA      NA 9.74923
NA       NA 4.77028      NA      NA        NA            NA
NA            NA            NA 9.33473      NA      NA 0.14445
NA        NA    NA        NA        NA    NA        NA        NA
NA                   NA                   NA

------------------------------------------------
Subject: Request for plotting scripts
From: HARVIR SINGH
Time: Sat Feb 06 09:28:04 2021

VERSION MODEL   DESC FCST_LEAD FCST_VALID_BEG  FCST_VALID_END
OBS_LEAD OBS_VALID_BEG   OBS_VALID_END   FCST_VAR FCST_UNITS FCST_LEV
OBS_VAR OBS_UNITS OBS_LEV OBTYPE VX_MASK INTERP_MTHD INTERP_PNTS
FCST_THRESH OBS_THRESH COV_THRESH ALPHA LINE_TYPE TOTAL FBAR
FBAR_NCL FBAR_NCU FBAR_BCL FBAR_BCU FSTDEV   FSTDEV_NCL FSTDEV_NCU
FSTDEV_BCL FSTDEV_BCU OBAR     OBAR_NCL OBAR_NCU OBAR_BCL OBAR_BCU
OSTDEV   OSTDEV_NCL OSTDEV_NCU OSTDEV_BCL OSTDEV_BCU PR_CORR
PR_CORR_NCL PR_CORR_NCU PR_CORR_BCL PR_CORR_BCU SP_CORR KT_CORR RANKS
FRANK_TIES ORANK_TIES ME       ME_NCL   ME_NCU   ME_BCL ME_BCU ESTDEV
ESTDEV_NCL ESTDEV_NCU ESTDEV_BCL ESTDEV_BCU MBIAS   MBIAS_BCL
MBIAS_BCU MAE      MAE_BCL MAE_BCU MSE       MSE_BCL MSE_BCU BCMSE
BCMSE_BCL BCMSE_BCU RMSE     RMSE_BCL RMSE_BCU E10       E10_BCL
E10_BCU E25     E25_BCL E25_BCU E50    E50_BCL E50_BCU E75    E75_BCL
E75_BCU E90    E90_BCL E90_BCU EIQR   EIQR_BCL EIQR_BCU MAD
MAD_BCL MAD_BCU ANOM_CORR ANOM_CORR_NCL ANOM_CORR_NCU ANOM_CORR_BCL
ANOM_CORR_BCU ME2     ME2_BCL ME2_BCU MSESS    MSESS_BCL MSESS_BCU
RMSFA RMSFA_BCL RMSFA_BCU RMSOA RMSOA_BCL RMSOA_BCU ANOM_CORR_UNCNTR
ANOM_CORR_UNCNTR_BCL ANOM_CORR_UNCNTR_BCU
V9.1    GFS-exp NA   720000    20200804_223000 20200804_223000 720000
20200804_223000 20200804_223000 APCP     kg/m^2     A24      APCP
kg/m^2    A24     IMERG  FULL    NEAREST     1           NA
NA         NA         0.05  CNT       96621 13.41164 13.27241 13.55086
NA       NA 22.08074   21.98273   22.17963         NA         NA
15.96575 15.77021 16.16129       NA       NA 31.01115    30.8735
31.15004         NA         NA 0.38784     0.38247     0.39318
NA          NA      NA      NA     0          0          0 -2.55411
-2.74517 -2.36306     NA     NA 30.30021   30.16572   30.43591
NA         NA 0.84003        NA        NA 14.59358      NA      NA
924.61665      NA      NA 918.09316        NA        NA 30.40751
NA       NA -26.51666      NA      NA -3.9775      NA      NA 0.3125
NA      NA 6.0295      NA      NA 15.812      NA      NA 10.007
NA       NA 5.27975      NA      NA        NA            NA
NA            NA            NA 6.52349      NA      NA 0.038552
NA        NA    NA        NA        NA    NA        NA        NA
NA                   NA                   NA

------------------------------------------------
Subject: Request for plotting scripts
From: HARVIR SINGH
Time: Sat Feb 06 09:28:04 2021

VERSION MODEL   DESC FCST_LEAD FCST_VALID_BEG  FCST_VALID_END
OBS_LEAD OBS_VALID_BEG   OBS_VALID_END   FCST_VAR FCST_UNITS FCST_LEV
OBS_VAR OBS_UNITS OBS_LEV OBTYPE VX_MASK INTERP_MTHD INTERP_PNTS
FCST_THRESH OBS_THRESH COV_THRESH ALPHA LINE_TYPE TOTAL FBAR
FBAR_NCL FBAR_NCU FBAR_BCL FBAR_BCU FSTDEV  FSTDEV_NCL FSTDEV_NCU
FSTDEV_BCL FSTDEV_BCU OBAR     OBAR_NCL OBAR_NCU OBAR_BCL OBAR_BCU
OSTDEV   OSTDEV_NCL OSTDEV_NCU OSTDEV_BCL OSTDEV_BCU PR_CORR
PR_CORR_NCL PR_CORR_NCU PR_CORR_BCL PR_CORR_BCU SP_CORR KT_CORR RANKS
FRANK_TIES ORANK_TIES ME      ME_NCL  ME_NCU ME_BCL ME_BCU ESTDEV
ESTDEV_NCL ESTDEV_NCU ESTDEV_BCL ESTDEV_BCU MBIAS   MBIAS_BCL
MBIAS_BCU MAE      MAE_BCL MAE_BCU MSE       MSE_BCL MSE_BCU BCMSE
BCMSE_BCL BCMSE_BCU RMSE     RMSE_BCL RMSE_BCU E10      E10_BCL
E10_BCU E25    E25_BCL E25_BCU E50   E50_BCL E50_BCU E75    E75_BCL
E75_BCU E90      E90_BCL E90_BCU EIQR   EIQR_BCL EIQR_BCU MAD
MAD_BCL MAD_BCU ANOM_CORR ANOM_CORR_NCL ANOM_CORR_NCU ANOM_CORR_BCL
ANOM_CORR_BCU ME2    ME2_BCL ME2_BCU MSESS   MSESS_BCL MSESS_BCU RMSFA
RMSFA_BCL RMSFA_BCU RMSOA RMSOA_BCL RMSOA_BCU ANOM_CORR_UNCNTR
ANOM_CORR_UNCNTR_BCL ANOM_CORR_UNCNTR_BCU
V9.1    GFS-exp NA   720000    20200806_223000 20200806_223000 720000
20200806_223000 20200806_223000 APCP     kg/m^2     A24      APCP
kg/m^2    A24     IMERG  FULL    NEAREST     1           NA
NA         NA         0.05  CNT       96621 11.64731 11.53204 11.76258
NA       NA 18.2814   18.20025   18.36327         NA         NA
10.28786 10.13483 10.44089       NA       NA 24.26922    24.1615
24.37792         NA         NA 0.50408     0.49936     0.50877
NA          NA      NA      NA     0          0          0 1.35945
1.22189  1.497     NA     NA 21.81536   21.71853   21.91307         NA
NA 1.13214        NA        NA 10.42397      NA      NA 477.75324
NA      NA 475.90514        NA        NA 21.85757       NA       NA
-13.4755      NA      NA -1.283      NA      NA 0.547      NA      NA
7.1135      NA      NA 17.91775      NA      NA 8.3965       NA
NA 4.258      NA      NA        NA            NA            NA
NA            NA 1.8481      NA      NA 0.18887        NA        NA
NA        NA        NA    NA        NA        NA               NA
NA                   NA

------------------------------------------------
Subject: Request for plotting scripts
From: HARVIR SINGH
Time: Sat Feb 06 09:28:04 2021

VERSION MODEL   DESC FCST_LEAD FCST_VALID_BEG  FCST_VALID_END
OBS_LEAD OBS_VALID_BEG   OBS_VALID_END   FCST_VAR FCST_UNITS FCST_LEV
OBS_VAR OBS_UNITS OBS_LEV OBTYPE VX_MASK INTERP_MTHD INTERP_PNTS
FCST_THRESH OBS_THRESH COV_THRESH ALPHA LINE_TYPE TOTAL FBAR
FBAR_NCL FBAR_NCU FBAR_BCL FBAR_BCU FSTDEV   FSTDEV_NCL FSTDEV_NCU
FSTDEV_BCL FSTDEV_BCU OBAR     OBAR_NCL OBAR_NCU OBAR_BCL OBAR_BCU
OSTDEV   OSTDEV_NCL OSTDEV_NCU OSTDEV_BCL OSTDEV_BCU PR_CORR
PR_CORR_NCL PR_CORR_NCU PR_CORR_BCL PR_CORR_BCU SP_CORR KT_CORR RANKS
FRANK_TIES ORANK_TIES ME       ME_NCL  ME_NCU   ME_BCL ME_BCU ESTDEV
ESTDEV_NCL ESTDEV_NCU ESTDEV_BCL ESTDEV_BCU MBIAS   MBIAS_BCL
MBIAS_BCU MAE      MAE_BCL MAE_BCU MSE       MSE_BCL MSE_BCU BCMSE
BCMSE_BCL BCMSE_BCU RMSE     RMSE_BCL RMSE_BCU E10      E10_BCL
E10_BCU E25      E25_BCL E25_BCU E50     E50_BCL E50_BCU E75
E75_BCL E75_BCU E90    E90_BCL E90_BCU EIQR    EIQR_BCL EIQR_BCU MAD
MAD_BCL MAD_BCU ANOM_CORR ANOM_CORR_NCL ANOM_CORR_NCU ANOM_CORR_BCL
ANOM_CORR_BCU ME2     ME2_BCL ME2_BCU MSESS   MSESS_BCL MSESS_BCU
RMSFA RMSFA_BCL RMSFA_BCU RMSOA RMSOA_BCL RMSOA_BCU ANOM_CORR_UNCNTR
ANOM_CORR_UNCNTR_BCL ANOM_CORR_UNCNTR_BCU
V9.1    GFS-exp NA   720000    20200805_223000 20200805_223000 720000
20200805_223000 20200805_223000 APCP     kg/m^2     A24      APCP
kg/m^2    A24     IMERG  FULL    NEAREST     1           NA
NA         NA         0.05  CNT       96621 12.64752 12.52633  12.7687
NA       NA 19.21923   19.13392   19.30531         NA         NA
15.76774 15.55994 15.97553       NA       NA 32.95536   32.80909
33.10296         NA         NA 0.53609     0.53159     0.54057
NA          NA      NA      NA     0          0          0 -3.12022
-3.2959 -2.94453     NA     NA 27.8628   27.73913   27.98759
NA         NA 0.80211        NA        NA 12.52794      NA      NA
786.06334      NA      NA 776.32757        NA        NA 28.03682
NA       NA -22.7145      NA      NA -4.12988      NA      NA 0.27509
NA      NA 4.71013      NA      NA 13.082      NA      NA 8.84001
NA       NA 4.42569      NA      NA        NA            NA
NA            NA            NA 9.73576      NA      NA 0.27622
NA        NA    NA        NA        NA    NA        NA        NA
NA                   NA                   NA

------------------------------------------------
Subject: Request for plotting scripts
From: HARVIR SINGH
Time: Sat Feb 06 09:28:04 2021

VERSION MODEL   DESC FCST_LEAD FCST_VALID_BEG  FCST_VALID_END
OBS_LEAD OBS_VALID_BEG   OBS_VALID_END   FCST_VAR FCST_UNITS FCST_LEV
OBS_VAR OBS_UNITS OBS_LEV OBTYPE VX_MASK INTERP_MTHD INTERP_PNTS
FCST_THRESH OBS_THRESH COV_THRESH ALPHA LINE_TYPE TOTAL FBAR
FBAR_NCL FBAR_NCU FBAR_BCL FBAR_BCU FSTDEV   FSTDEV_NCL FSTDEV_NCU
FSTDEV_BCL FSTDEV_BCU OBAR    OBAR_NCL OBAR_NCU OBAR_BCL OBAR_BCU
OSTDEV   OSTDEV_NCL OSTDEV_NCU OSTDEV_BCL OSTDEV_BCU PR_CORR
PR_CORR_NCL PR_CORR_NCU PR_CORR_BCL PR_CORR_BCU SP_CORR KT_CORR RANKS
FRANK_TIES ORANK_TIES ME      ME_NCL  ME_NCU  ME_BCL ME_BCU ESTDEV
ESTDEV_NCL ESTDEV_NCU ESTDEV_BCL ESTDEV_BCU MBIAS   MBIAS_BCL
MBIAS_BCU MAE   MAE_BCL MAE_BCU MSE      MSE_BCL MSE_BCU BCMSE
BCMSE_BCL BCMSE_BCU RMSE     RMSE_BCL RMSE_BCU E10    E10_BCL E10_BCU
E25      E25_BCL E25_BCU E50   E50_BCL E50_BCU E75     E75_BCL E75_BCU
E90      E90_BCL E90_BCU EIQR    EIQR_BCL EIQR_BCU MAD   MAD_BCL
MAD_BCU ANOM_CORR ANOM_CORR_NCL ANOM_CORR_NCU ANOM_CORR_BCL
ANOM_CORR_BCU ME2      ME2_BCL ME2_BCU MSESS    MSESS_BCL MSESS_BCU
RMSFA RMSFA_BCL RMSFA_BCU RMSOA RMSOA_BCL RMSOA_BCU ANOM_CORR_UNCNTR
ANOM_CORR_UNCNTR_BCL ANOM_CORR_UNCNTR_BCU
V9.1    GFS-exp NA   720000    20200807_223000 20200807_223000 720000
20200807_223000 20200807_223000 APCP     kg/m^2     A24      APCP
kg/m^2    A24     IMERG  FULL    NEAREST     1           NA
NA         NA         0.05  CNT       96621 12.83794 12.67232 13.00356
NA       NA 26.26653   26.14994   26.38417         NA         NA
8.58025   8.4634   8.6971       NA       NA 18.53202   18.44976
18.61502         NA         NA 0.30665     0.30092     0.31235
NA          NA      NA      NA     0          0          0 4.25769
4.08677 4.42862     NA     NA 27.10778   26.98746   27.22919
NA         NA 1.49622        NA        NA 11.42      NA      NA
752.9523      NA      NA 734.82433        NA        NA 27.43998
NA       NA -9.983      NA      NA -1.19287      NA      NA 0.738
NA      NA 8.49141      NA      NA 19.21881      NA      NA 9.68428
NA       NA 4.517      NA      NA        NA            NA
NA            NA            NA 18.12797      NA      NA -1.19241
NA        NA    NA        NA        NA    NA        NA        NA
NA                   NA                   NA

------------------------------------------------
Subject: Request for plotting scripts
From: HARVIR SINGH
Time: Sat Feb 06 09:28:04 2021

VERSION MODEL   DESC FCST_LEAD FCST_VALID_BEG  FCST_VALID_END
OBS_LEAD OBS_VALID_BEG   OBS_VALID_END   FCST_VAR FCST_UNITS FCST_LEV
OBS_VAR OBS_UNITS OBS_LEV OBTYPE VX_MASK INTERP_MTHD INTERP_PNTS
FCST_THRESH OBS_THRESH COV_THRESH ALPHA LINE_TYPE TOTAL FBAR
FBAR_NCL FBAR_NCU FBAR_BCL FBAR_BCU FSTDEV   FSTDEV_NCL FSTDEV_NCU
FSTDEV_BCL FSTDEV_BCU OBAR    OBAR_NCL OBAR_NCU OBAR_BCL OBAR_BCU
OSTDEV   OSTDEV_NCL OSTDEV_NCU OSTDEV_BCL OSTDEV_BCU PR_CORR
PR_CORR_NCL PR_CORR_NCU PR_CORR_BCL PR_CORR_BCU SP_CORR KT_CORR RANKS
FRANK_TIES ORANK_TIES ME      ME_NCL  ME_NCU  ME_BCL ME_BCU ESTDEV
ESTDEV_NCL ESTDEV_NCU ESTDEV_BCL ESTDEV_BCU MBIAS   MBIAS_BCL
MBIAS_BCU MAE      MAE_BCL MAE_BCU MSE       MSE_BCL MSE_BCU BCMSE
BCMSE_BCL BCMSE_BCU RMSE     RMSE_BCL RMSE_BCU E10      E10_BCL
E10_BCU E25      E25_BCL E25_BCU E50     E50_BCL E50_BCU E75
E75_BCL E75_BCU E90      E90_BCL E90_BCU EIQR    EIQR_BCL EIQR_BCU MAD
MAD_BCL MAD_BCU ANOM_CORR ANOM_CORR_NCL ANOM_CORR_NCU ANOM_CORR_BCL
ANOM_CORR_BCU ME2     ME2_BCL ME2_BCU MSESS     MSESS_BCL MSESS_BCU
RMSFA RMSFA_BCL RMSFA_BCU RMSOA RMSOA_BCL RMSOA_BCU ANOM_CORR_UNCNTR
ANOM_CORR_UNCNTR_BCL ANOM_CORR_UNCNTR_BCU
V9.1    GFS-exp NA   720000    20200808_223000 20200808_223000 720000
20200808_223000 20200808_223000 APCP     kg/m^2     A24      APCP
kg/m^2    A24     IMERG  FULL    NEAREST     1           NA
NA         NA         0.05  CNT       96621 10.36105 10.26649 10.45561
NA       NA 14.99638   14.92981   15.06354         NA         NA
9.74839  9.62723  9.86956       NA       NA 19.21601   19.13072
19.30208         NA         NA 0.33681     0.33121     0.34239
NA          NA      NA      NA     0          0          0 0.61266
0.48655 0.73877     NA     NA 20.00071   19.91193   20.09029
NA         NA 1.06285        NA        NA 10.34113      NA      NA
400.39964      NA      NA 400.02429        NA        NA 20.00999
NA       NA -13.8465      NA      NA -2.01142      NA      NA 0.42238
NA      NA 6.34299      NA      NA 17.70263      NA      NA 8.35441
NA       NA 4.14663      NA      NA        NA            NA
NA            NA            NA 0.37535      NA      NA -0.084344
NA        NA    NA        NA        NA    NA        NA        NA
NA                   NA                   NA

------------------------------------------------
Subject: Request for plotting scripts
From: HARVIR SINGH
Time: Sat Feb 06 09:28:04 2021

VERSION MODEL   DESC FCST_LEAD FCST_VALID_BEG  FCST_VALID_END
OBS_LEAD OBS_VALID_BEG   OBS_VALID_END   FCST_VAR FCST_UNITS FCST_LEV
OBS_VAR OBS_UNITS OBS_LEV OBTYPE VX_MASK INTERP_MTHD INTERP_PNTS
FCST_THRESH OBS_THRESH COV_THRESH ALPHA LINE_TYPE TOTAL FBAR
FBAR_NCL FBAR_NCU FBAR_BCL FBAR_BCU FSTDEV   FSTDEV_NCL FSTDEV_NCU
FSTDEV_BCL FSTDEV_BCU OBAR     OBAR_NCL OBAR_NCU OBAR_BCL OBAR_BCU
OSTDEV   OSTDEV_NCL OSTDEV_NCU OSTDEV_BCL OSTDEV_BCU PR_CORR
PR_CORR_NCL PR_CORR_NCU PR_CORR_BCL PR_CORR_BCU SP_CORR KT_CORR RANKS
FRANK_TIES ORANK_TIES ME      ME_NCL   ME_NCU  ME_BCL ME_BCU ESTDEV
ESTDEV_NCL ESTDEV_NCU ESTDEV_BCL ESTDEV_BCU MBIAS   MBIAS_BCL
MBIAS_BCU MAE      MAE_BCL MAE_BCU MSE       MSE_BCL MSE_BCU BCMSE
BCMSE_BCL BCMSE_BCU RMSE     RMSE_BCL RMSE_BCU E10       E10_BCL
E10_BCU E25     E25_BCL E25_BCU E50     E50_BCL E50_BCU E75    E75_BCL
E75_BCU E90    E90_BCL E90_BCU EIQR   EIQR_BCL EIQR_BCU MAD
MAD_BCL MAD_BCU ANOM_CORR ANOM_CORR_NCL ANOM_CORR_NCU ANOM_CORR_BCL
ANOM_CORR_BCU ME2      ME2_BCL ME2_BCU MSESS    MSESS_BCL MSESS_BCU
RMSFA RMSFA_BCL RMSFA_BCU RMSOA RMSOA_BCL RMSOA_BCU ANOM_CORR_UNCNTR
ANOM_CORR_UNCNTR_BCL ANOM_CORR_UNCNTR_BCU
V9.1    GFS-exp NA   720000    20200809_223000 20200809_223000 720000
20200809_223000 20200809_223000 APCP     kg/m^2     A24      APCP
kg/m^2    A24     IMERG  FULL    NEAREST     1           NA
NA         NA         0.05  CNT       96621 11.46169 11.34598  11.5774
NA       NA 18.35109   18.26963   18.43328         NA         NA
11.30477 11.17544  11.4341       NA       NA 20.51067   20.41963
20.60253         NA         NA 0.34291     0.33733     0.34846
NA          NA      NA      NA     0          0          0 0.15692
0.016021 0.29781     NA     NA 22.34532   22.24614    22.4454
NA         NA 1.01388        NA        NA 11.25543      NA      NA
499.33283      NA      NA 499.30821        NA        NA 22.34576
NA       NA -16.06622      NA      NA -3.0625      NA      NA 0.29808
NA      NA 6.2554      NA      NA 17.929      NA      NA 9.3179
NA       NA 4.74392      NA      NA        NA            NA
NA            NA            NA 0.024623      NA      NA -0.18694
NA        NA    NA        NA        NA    NA        NA        NA
NA                   NA                   NA

------------------------------------------------
Subject: Request for plotting scripts
From: HARVIR SINGH
Time: Sat Feb 06 09:28:04 2021

VERSION MODEL   DESC FCST_LEAD FCST_VALID_BEG  FCST_VALID_END
OBS_LEAD OBS_VALID_BEG   OBS_VALID_END   FCST_VAR FCST_UNITS FCST_LEV
OBS_VAR OBS_UNITS OBS_LEV OBTYPE VX_MASK INTERP_MTHD INTERP_PNTS
FCST_THRESH OBS_THRESH COV_THRESH ALPHA LINE_TYPE TOTAL FBAR
FBAR_NCL FBAR_NCU FBAR_BCL FBAR_BCU FSTDEV   FSTDEV_NCL FSTDEV_NCU
FSTDEV_BCL FSTDEV_BCU OBAR     OBAR_NCL OBAR_NCU OBAR_BCL OBAR_BCU
OSTDEV   OSTDEV_NCL OSTDEV_NCU OSTDEV_BCL OSTDEV_BCU PR_CORR
PR_CORR_NCL PR_CORR_NCU PR_CORR_BCL PR_CORR_BCU SP_CORR KT_CORR RANKS
FRANK_TIES ORANK_TIES ME       ME_NCL   ME_NCU   ME_BCL ME_BCU ESTDEV
ESTDEV_NCL ESTDEV_NCU ESTDEV_BCL ESTDEV_BCU MBIAS   MBIAS_BCL
MBIAS_BCU MAE      MAE_BCL MAE_BCU MSE       MSE_BCL MSE_BCU BCMSE
BCMSE_BCL BCMSE_BCU RMSE     RMSE_BCL RMSE_BCU E10       E10_BCL
E10_BCU E25      E25_BCL E25_BCU E50      E50_BCL E50_BCU E75
E75_BCL E75_BCU E90    E90_BCL E90_BCU EIQR     EIQR_BCL EIQR_BCU MAD
MAD_BCL MAD_BCU ANOM_CORR ANOM_CORR_NCL ANOM_CORR_NCU ANOM_CORR_BCL
ANOM_CORR_BCU ME2     ME2_BCL ME2_BCU MSESS    MSESS_BCL MSESS_BCU
RMSFA RMSFA_BCL RMSFA_BCU RMSOA RMSOA_BCL RMSOA_BCU ANOM_CORR_UNCNTR
ANOM_CORR_UNCNTR_BCL ANOM_CORR_UNCNTR_BCU
V9.1    GFS-exp NA   960000    20200803_223000 20200803_223000 960000
20200803_223000 20200803_223000 APCP     kg/m^2     A24      APCP
kg/m^2    A24     IMERG  FULL    NEAREST     1           NA
NA         NA         0.05  CNT       96621 11.50399 11.35545 11.65253
NA       NA 23.55745   23.45289   23.66296         NA         NA
14.47054 14.31225 14.62882       NA       NA 25.10283   24.99141
25.21526         NA         NA 0.37639     0.37096     0.38179
NA          NA      NA      NA     0          0          0 -2.96654
-3.13806 -2.79503     NA     NA 27.20197   27.08123    27.3238
NA         NA 0.79499        NA        NA 13.50276      NA      NA
748.73991      NA      NA 739.93953        NA        NA 27.36311
NA       NA -29.22089      NA      NA -6.16623      NA      NA
0.078142      NA      NA 4.38796      NA      NA 13.492      NA
NA 10.55419       NA       NA 4.90386      NA      NA        NA
NA            NA            NA            NA 8.80039      NA      NA
-0.18819        NA        NA    NA        NA        NA    NA        NA
NA               NA                   NA                   NA

------------------------------------------------
Subject: Request for plotting scripts
From: HARVIR SINGH
Time: Sat Feb 06 09:28:04 2021

VERSION MODEL   DESC FCST_LEAD FCST_VALID_BEG  FCST_VALID_END
OBS_LEAD OBS_VALID_BEG   OBS_VALID_END   FCST_VAR FCST_UNITS FCST_LEV
OBS_VAR OBS_UNITS OBS_LEV OBTYPE VX_MASK INTERP_MTHD INTERP_PNTS
FCST_THRESH OBS_THRESH COV_THRESH ALPHA LINE_TYPE TOTAL FBAR
FBAR_NCL FBAR_NCU FBAR_BCL FBAR_BCU FSTDEV   FSTDEV_NCL FSTDEV_NCU
FSTDEV_BCL FSTDEV_BCU OBAR    OBAR_NCL OBAR_NCU OBAR_BCL OBAR_BCU
OSTDEV   OSTDEV_NCL OSTDEV_NCU OSTDEV_BCL OSTDEV_BCU PR_CORR
PR_CORR_NCL PR_CORR_NCU PR_CORR_BCL PR_CORR_BCU SP_CORR KT_CORR RANKS
FRANK_TIES ORANK_TIES ME      ME_NCL  ME_NCU  ME_BCL ME_BCU ESTDEV
ESTDEV_NCL ESTDEV_NCU ESTDEV_BCL ESTDEV_BCU MBIAS   MBIAS_BCL
MBIAS_BCU MAE      MAE_BCL MAE_BCU MSE       MSE_BCL MSE_BCU BCMSE
BCMSE_BCL BCMSE_BCU RMSE     RMSE_BCL RMSE_BCU E10      E10_BCL
E10_BCU E25      E25_BCL E25_BCU E50     E50_BCL E50_BCU E75
E75_BCL E75_BCU E90      E90_BCL E90_BCU EIQR    EIQR_BCL EIQR_BCU MAD
MAD_BCL MAD_BCU ANOM_CORR ANOM_CORR_NCL ANOM_CORR_NCU ANOM_CORR_BCL
ANOM_CORR_BCU ME2     ME2_BCL ME2_BCU MSESS     MSESS_BCL MSESS_BCU
RMSFA RMSFA_BCL RMSFA_BCU RMSOA RMSOA_BCL RMSOA_BCU ANOM_CORR_UNCNTR
ANOM_CORR_UNCNTR_BCL ANOM_CORR_UNCNTR_BCU
V9.1    GFS-exp NA   960000    20200801_223000 20200801_223000 960000
20200801_223000 20200801_223000 APCP     kg/m^2     A24      APCP
kg/m^2    A24     IMERG  FULL    NEAREST     1           NA
NA         NA         0.05  CNT       96621 10.11525 10.02516 10.20535
NA       NA 14.28918   14.22575   14.35318         NA         NA
9.37304  9.25893  9.48714       NA       NA 18.09673   18.01641
18.17778         NA         NA  0.3968     0.39147      0.4021
NA          NA      NA      NA     0          0          0 0.74222
0.62829 0.85614     NA     NA 18.06813   17.98793   18.14905
NA         NA 1.07919        NA        NA 10.13553      NA      NA
327.00487      NA      NA 326.45399        NA        NA 18.08328
NA       NA -15.5574      NA      NA -1.63819      NA      NA 0.70301
NA      NA 6.6875      NA      NA 16.73477      NA      NA 8.32569
NA       NA 4.44526      NA      NA        NA            NA
NA            NA            NA 0.55089      NA      NA 0.0014866
NA        NA    NA        NA        NA    NA        NA        NA
NA                   NA                   NA

------------------------------------------------
Subject: Request for plotting scripts
From: HARVIR SINGH
Time: Sat Feb 06 09:28:04 2021

VERSION MODEL   DESC FCST_LEAD FCST_VALID_BEG  FCST_VALID_END
OBS_LEAD OBS_VALID_BEG   OBS_VALID_END   FCST_VAR FCST_UNITS FCST_LEV
OBS_VAR OBS_UNITS OBS_LEV OBTYPE VX_MASK INTERP_MTHD INTERP_PNTS
FCST_THRESH OBS_THRESH COV_THRESH ALPHA LINE_TYPE TOTAL FBAR
FBAR_NCL FBAR_NCU FBAR_BCL FBAR_BCU FSTDEV  FSTDEV_NCL FSTDEV_NCU
FSTDEV_BCL FSTDEV_BCU OBAR    OBAR_NCL OBAR_NCU OBAR_BCL OBAR_BCU
OSTDEV   OSTDEV_NCL OSTDEV_NCU OSTDEV_BCL OSTDEV_BCU PR_CORR
PR_CORR_NCL PR_CORR_NCU PR_CORR_BCL PR_CORR_BCU SP_CORR KT_CORR RANKS
FRANK_TIES ORANK_TIES ME      ME_NCL  ME_NCU  ME_BCL ME_BCU ESTDEV
ESTDEV_NCL ESTDEV_NCU ESTDEV_BCL ESTDEV_BCU MBIAS   MBIAS_BCL
MBIAS_BCU MAE     MAE_BCL MAE_BCU MSE       MSE_BCL MSE_BCU BCMSE
BCMSE_BCL BCMSE_BCU RMSE     RMSE_BCL RMSE_BCU E10      E10_BCL
E10_BCU E25      E25_BCL E25_BCU E50     E50_BCL E50_BCU E75
E75_BCL E75_BCU E90    E90_BCL E90_BCU EIQR    EIQR_BCL EIQR_BCU MAD
MAD_BCL MAD_BCU ANOM_CORR ANOM_CORR_NCL ANOM_CORR_NCU ANOM_CORR_BCL
ANOM_CORR_BCU ME2      ME2_BCL ME2_BCU MSESS    MSESS_BCL MSESS_BCU
RMSFA RMSFA_BCL RMSFA_BCU RMSOA RMSOA_BCL RMSOA_BCU ANOM_CORR_UNCNTR
ANOM_CORR_UNCNTR_BCL ANOM_CORR_UNCNTR_BCU
V9.1    GFS-exp NA   960000    20200802_223000 20200802_223000 960000
20200802_223000 20200802_223000 APCP     kg/m^2     A24      APCP
kg/m^2    A24     IMERG  FULL    NEAREST     1           NA
NA         NA         0.05  CNT       96621 10.69583 10.57342 10.81825
NA       NA 19.4144   19.32822   19.50135         NA         NA
10.4467 10.32248 10.57091       NA       NA 19.69954    19.6121
19.78776         NA         NA 0.44071     0.43561     0.44577
NA          NA      NA      NA     0          0          0 0.24914
0.11871 0.37957     NA     NA 20.68551    20.5937   20.77816
NA         NA 1.02385        NA        NA 10.1249      NA      NA
427.94808      NA      NA 427.88601        NA        NA 20.68691
NA       NA -15.9845      NA      NA -2.06637      NA      NA 0.21874
NA      NA 4.88388      NA      NA 14.606      NA      NA 6.95025
NA       NA 3.66424      NA      NA        NA            NA
NA            NA            NA 0.062068      NA      NA -0.10276
NA        NA    NA        NA        NA    NA        NA        NA
NA                   NA                   NA

------------------------------------------------
Subject: Request for plotting scripts
From: HARVIR SINGH
Time: Sat Feb 06 09:28:04 2021

VERSION MODEL   DESC FCST_LEAD FCST_VALID_BEG  FCST_VALID_END
OBS_LEAD OBS_VALID_BEG   OBS_VALID_END   FCST_VAR FCST_UNITS FCST_LEV
OBS_VAR OBS_UNITS OBS_LEV OBTYPE VX_MASK INTERP_MTHD INTERP_PNTS
FCST_THRESH OBS_THRESH COV_THRESH ALPHA LINE_TYPE TOTAL FBAR
FBAR_NCL FBAR_NCU FBAR_BCL FBAR_BCU FSTDEV   FSTDEV_NCL FSTDEV_NCU
FSTDEV_BCL FSTDEV_BCU OBAR     OBAR_NCL OBAR_NCU OBAR_BCL OBAR_BCU
OSTDEV   OSTDEV_NCL OSTDEV_NCU OSTDEV_BCL OSTDEV_BCU PR_CORR
PR_CORR_NCL PR_CORR_NCU PR_CORR_BCL PR_CORR_BCU SP_CORR KT_CORR RANKS
FRANK_TIES ORANK_TIES ME       ME_NCL   ME_NCU   ME_BCL ME_BCU ESTDEV
ESTDEV_NCL ESTDEV_NCU ESTDEV_BCL ESTDEV_BCU MBIAS  MBIAS_BCL MBIAS_BCU
MAE      MAE_BCL MAE_BCU MSE        MSE_BCL MSE_BCU BCMSE
BCMSE_BCL BCMSE_BCU RMSE     RMSE_BCL RMSE_BCU E10       E10_BCL
E10_BCU E25      E25_BCL E25_BCU E50     E50_BCL E50_BCU E75
E75_BCL E75_BCU E90     E90_BCL E90_BCU EIQR    EIQR_BCL EIQR_BCU MAD
MAD_BCL MAD_BCU ANOM_CORR ANOM_CORR_NCL ANOM_CORR_NCU ANOM_CORR_BCL
ANOM_CORR_BCU ME2     ME2_BCL ME2_BCU MSESS    MSESS_BCL MSESS_BCU
RMSFA RMSFA_BCL RMSFA_BCU RMSOA RMSOA_BCL RMSOA_BCU ANOM_CORR_UNCNTR
ANOM_CORR_UNCNTR_BCL ANOM_CORR_UNCNTR_BCU
V9.1    GFS-exp NA   960000    20200804_223000 20200804_223000 960000
20200804_223000 20200804_223000 APCP     kg/m^2     A24      APCP
kg/m^2    A24     IMERG  FULL    NEAREST     1           NA
NA         NA         0.05  CNT       96621 13.64267 13.48782 13.79753
NA       NA 24.55903   24.45002   24.66903         NA         NA
15.96575 15.77021 16.16129       NA       NA 31.01115    30.8735
31.15004         NA         NA 0.32417     0.31851      0.3298
NA          NA      NA      NA     0          0          0 -2.32308
-2.52943 -2.11672     NA     NA 32.72715   32.58188   32.87372
NA         NA 0.8545        NA        NA 15.57598      NA      NA
1076.45183      NA      NA 1071.05514        NA        NA 32.80933
NA       NA -26.98458      NA      NA -3.54836      NA      NA 0.60933
NA      NA 6.25307      NA      NA 15.6305      NA      NA 9.80143
NA       NA 5.20067      NA      NA        NA            NA
NA            NA            NA 5.39668      NA      NA -0.11933
NA        NA    NA        NA        NA    NA        NA        NA
NA                   NA                   NA

------------------------------------------------
Subject: Request for plotting scripts
From: HARVIR SINGH
Time: Sat Feb 06 09:28:04 2021

VERSION MODEL   DESC FCST_LEAD FCST_VALID_BEG  FCST_VALID_END
OBS_LEAD OBS_VALID_BEG   OBS_VALID_END   FCST_VAR FCST_UNITS FCST_LEV
OBS_VAR OBS_UNITS OBS_LEV OBTYPE VX_MASK INTERP_MTHD INTERP_PNTS
FCST_THRESH OBS_THRESH COV_THRESH ALPHA LINE_TYPE TOTAL FBAR
FBAR_NCL FBAR_NCU FBAR_BCL FBAR_BCU FSTDEV  FSTDEV_NCL FSTDEV_NCU
FSTDEV_BCL FSTDEV_BCU OBAR     OBAR_NCL OBAR_NCU OBAR_BCL OBAR_BCU
OSTDEV   OSTDEV_NCL OSTDEV_NCU OSTDEV_BCL OSTDEV_BCU PR_CORR
PR_CORR_NCL PR_CORR_NCU PR_CORR_BCL PR_CORR_BCU SP_CORR KT_CORR RANKS
FRANK_TIES ORANK_TIES ME       ME_NCL   ME_NCU   ME_BCL ME_BCU ESTDEV
ESTDEV_NCL ESTDEV_NCU ESTDEV_BCL ESTDEV_BCU MBIAS   MBIAS_BCL
MBIAS_BCU MAE      MAE_BCL MAE_BCU MSE       MSE_BCL MSE_BCU BCMSE
BCMSE_BCL BCMSE_BCU RMSE    RMSE_BCL RMSE_BCU E10       E10_BCL
E10_BCU E25    E25_BCL E25_BCU E50   E50_BCL E50_BCU E75 E75_BCL
E75_BCU E90     E90_BCL E90_BCU EIQR  EIQR_BCL EIQR_BCU MAD
MAD_BCL MAD_BCU ANOM_CORR ANOM_CORR_NCL ANOM_CORR_NCU ANOM_CORR_BCL
ANOM_CORR_BCU ME2     ME2_BCL ME2_BCU MSESS   MSESS_BCL MSESS_BCU
RMSFA RMSFA_BCL RMSFA_BCU RMSOA RMSOA_BCL RMSOA_BCU ANOM_CORR_UNCNTR
ANOM_CORR_UNCNTR_BCL ANOM_CORR_UNCNTR_BCU
V9.1    GFS-exp NA   960000    20200805_223000 20200805_223000 960000
20200805_223000 20200805_223000 APCP     kg/m^2     A24      APCP
kg/m^2    A24     IMERG  FULL    NEAREST     1           NA
NA         NA         0.05  CNT       96621 13.26461 13.13732  13.3919
NA       NA 20.1875   20.09789   20.27791         NA         NA
15.76774 15.55994 15.97553       NA       NA 32.95536   32.80909
33.10296         NA         NA 0.54969     0.54527     0.55407
NA          NA      NA      NA     0          0          0 -2.50313
-2.67721 -2.32905     NA     NA 27.6078   27.48525   27.73144
NA         NA 0.84125        NA        NA 12.81815      NA      NA
768.44813      NA      NA 762.18246        NA        NA 27.7209
NA       NA -23.03715      NA      NA -3.626      NA      NA 0.375
NA      NA   6      NA      NA 14.8815      NA      NA 9.626       NA
NA 5.08975      NA      NA        NA            NA            NA
NA            NA 6.26567      NA      NA 0.29244        NA        NA
NA        NA        NA    NA        NA        NA               NA
NA                   NA

------------------------------------------------
Subject: Request for plotting scripts
From: HARVIR SINGH
Time: Sat Feb 06 09:28:04 2021

VERSION MODEL   DESC FCST_LEAD FCST_VALID_BEG  FCST_VALID_END
OBS_LEAD OBS_VALID_BEG   OBS_VALID_END   FCST_VAR FCST_UNITS FCST_LEV
OBS_VAR OBS_UNITS OBS_LEV OBTYPE VX_MASK INTERP_MTHD INTERP_PNTS
FCST_THRESH OBS_THRESH COV_THRESH ALPHA LINE_TYPE TOTAL FBAR
FBAR_NCL FBAR_NCU FBAR_BCL FBAR_BCU FSTDEV FSTDEV_NCL FSTDEV_NCU
FSTDEV_BCL FSTDEV_BCU OBAR     OBAR_NCL OBAR_NCU OBAR_BCL OBAR_BCU
OSTDEV   OSTDEV_NCL OSTDEV_NCU OSTDEV_BCL OSTDEV_BCU PR_CORR
PR_CORR_NCL PR_CORR_NCU PR_CORR_BCL PR_CORR_BCU SP_CORR KT_CORR RANKS
FRANK_TIES ORANK_TIES ME      ME_NCL ME_NCU  ME_BCL ME_BCU ESTDEV
ESTDEV_NCL ESTDEV_NCU ESTDEV_BCL ESTDEV_BCU MBIAS   MBIAS_BCL
MBIAS_BCU MAE      MAE_BCL MAE_BCU MSE       MSE_BCL MSE_BCU BCMSE
BCMSE_BCL BCMSE_BCU RMSE     RMSE_BCL RMSE_BCU E10       E10_BCL
E10_BCU E25      E25_BCL E25_BCU E50     E50_BCL E50_BCU E75
E75_BCL E75_BCU E90      E90_BCL E90_BCU EIQR    EIQR_BCL EIQR_BCU MAD
MAD_BCL MAD_BCU ANOM_CORR ANOM_CORR_NCL ANOM_CORR_NCU ANOM_CORR_BCL
ANOM_CORR_BCU ME2     ME2_BCL ME2_BCU MSESS   MSESS_BCL MSESS_BCU
RMSFA RMSFA_BCL RMSFA_BCU RMSOA RMSOA_BCL RMSOA_BCU ANOM_CORR_UNCNTR
ANOM_CORR_UNCNTR_BCL ANOM_CORR_UNCNTR_BCU
V9.1    GFS-exp NA   960000    20200806_223000 20200806_223000 960000
20200806_223000 20200806_223000 APCP     kg/m^2     A24      APCP
kg/m^2    A24     IMERG  FULL    NEAREST     1           NA
NA         NA         0.05  CNT       96621 11.71633 11.60418 11.82848
NA       NA 17.786   17.70706   17.86566         NA         NA
10.28786 10.13483 10.44089       NA       NA 24.26922    24.1615
24.37792         NA         NA 0.43973     0.43463      0.4448
NA          NA      NA      NA     0          0          0 1.42847
1.2839 1.57304     NA     NA 22.92848    22.8267   23.03117         NA
NA 1.13885        NA        NA 10.64873      NA      NA 527.75012
NA      NA 525.70959        NA        NA 22.97281       NA       NA
-13.15063      NA      NA -1.35213      NA      NA 0.81594      NA
NA 6.96799      NA      NA 17.93465      NA      NA 8.32011       NA
NA 4.37156      NA      NA        NA            NA            NA
NA            NA 2.04053      NA      NA 0.10398        NA        NA
NA        NA        NA    NA        NA        NA               NA
NA                   NA

------------------------------------------------
Subject: Request for plotting scripts
From: HARVIR SINGH
Time: Sat Feb 06 09:28:04 2021

VERSION MODEL   DESC FCST_LEAD FCST_VALID_BEG  FCST_VALID_END
OBS_LEAD OBS_VALID_BEG   OBS_VALID_END   FCST_VAR FCST_UNITS FCST_LEV
OBS_VAR OBS_UNITS OBS_LEV OBTYPE VX_MASK INTERP_MTHD INTERP_PNTS
FCST_THRESH OBS_THRESH COV_THRESH ALPHA LINE_TYPE TOTAL FBAR
FBAR_NCL FBAR_NCU FBAR_BCL FBAR_BCU FSTDEV  FSTDEV_NCL FSTDEV_NCU
FSTDEV_BCL FSTDEV_BCU OBAR    OBAR_NCL OBAR_NCU OBAR_BCL OBAR_BCU
OSTDEV   OSTDEV_NCL OSTDEV_NCU OSTDEV_BCL OSTDEV_BCU PR_CORR
PR_CORR_NCL PR_CORR_NCU PR_CORR_BCL PR_CORR_BCU SP_CORR KT_CORR RANKS
FRANK_TIES ORANK_TIES ME      ME_NCL  ME_NCU  ME_BCL ME_BCU ESTDEV
ESTDEV_NCL ESTDEV_NCU ESTDEV_BCL ESTDEV_BCU MBIAS   MBIAS_BCL
MBIAS_BCU MAE    MAE_BCL MAE_BCU MSE       MSE_BCL MSE_BCU BCMSE
BCMSE_BCL BCMSE_BCU RMSE     RMSE_BCL RMSE_BCU E10       E10_BCL
E10_BCU E25      E25_BCL E25_BCU E50     E50_BCL E50_BCU E75
E75_BCL E75_BCU E90      E90_BCL E90_BCU EIQR    EIQR_BCL EIQR_BCU MAD
MAD_BCL MAD_BCU ANOM_CORR ANOM_CORR_NCL ANOM_CORR_NCU ANOM_CORR_BCL
ANOM_CORR_BCU ME2     ME2_BCL ME2_BCU MSESS     MSESS_BCL MSESS_BCU
RMSFA RMSFA_BCL RMSFA_BCU RMSOA RMSOA_BCL RMSOA_BCU ANOM_CORR_UNCNTR
ANOM_CORR_UNCNTR_BCL ANOM_CORR_UNCNTR_BCU
V9.1    GFS-exp NA   960000    20200807_223000 20200807_223000 960000
20200807_223000 20200807_223000 APCP     kg/m^2     A24      APCP
kg/m^2    A24     IMERG  FULL    NEAREST     1           NA
NA         NA         0.05  CNT       96621 11.05364 10.95356 11.15373
NA       NA 15.8729   15.80244   15.94399         NA         NA
8.58025   8.4634   8.6971       NA       NA 18.53202   18.44976
18.61502         NA         NA 0.42087     0.41567     0.42604
NA          NA      NA      NA     0          0          0 2.47339
2.35581 2.59098     NA     NA 18.64892   18.56615   18.73245
NA         NA 1.28827        NA        NA 9.6798      NA      NA
353.89643      NA      NA 347.77875        NA        NA 18.81214
NA       NA -10.05442      NA      NA -1.01532      NA      NA 0.92675
NA      NA 7.96825      NA      NA 17.92009      NA      NA 8.98357
NA       NA 4.46961      NA      NA        NA            NA
NA            NA            NA 6.11768      NA      NA -0.030459
NA        NA    NA        NA        NA    NA        NA        NA
NA                   NA                   NA

------------------------------------------------
Subject: Request for plotting scripts
From: HARVIR SINGH
Time: Sat Feb 06 09:28:04 2021

VERSION MODEL   DESC FCST_LEAD FCST_VALID_BEG  FCST_VALID_END
OBS_LEAD OBS_VALID_BEG   OBS_VALID_END   FCST_VAR FCST_UNITS FCST_LEV
OBS_VAR OBS_UNITS OBS_LEV OBTYPE VX_MASK INTERP_MTHD INTERP_PNTS
FCST_THRESH OBS_THRESH COV_THRESH ALPHA LINE_TYPE TOTAL FBAR
FBAR_NCL FBAR_NCU FBAR_BCL FBAR_BCU FSTDEV   FSTDEV_NCL FSTDEV_NCU
FSTDEV_BCL FSTDEV_BCU OBAR    OBAR_NCL OBAR_NCU OBAR_BCL OBAR_BCU
OSTDEV   OSTDEV_NCL OSTDEV_NCU OSTDEV_BCL OSTDEV_BCU PR_CORR
PR_CORR_NCL PR_CORR_NCU PR_CORR_BCL PR_CORR_BCU SP_CORR KT_CORR RANKS
FRANK_TIES ORANK_TIES ME      ME_NCL  ME_NCU  ME_BCL ME_BCU ESTDEV
ESTDEV_NCL ESTDEV_NCU ESTDEV_BCL ESTDEV_BCU MBIAS   MBIAS_BCL
MBIAS_BCU MAE     MAE_BCL MAE_BCU MSE       MSE_BCL MSE_BCU BCMSE
BCMSE_BCL BCMSE_BCU RMSE     RMSE_BCL RMSE_BCU E10      E10_BCL
E10_BCU E25      E25_BCL E25_BCU E50     E50_BCL E50_BCU E75   E75_BCL
E75_BCU E90      E90_BCL E90_BCU EIQR    EIQR_BCL EIQR_BCU MAD
MAD_BCL MAD_BCU ANOM_CORR ANOM_CORR_NCL ANOM_CORR_NCU ANOM_CORR_BCL
ANOM_CORR_BCU ME2    ME2_BCL ME2_BCU MSESS    MSESS_BCL MSESS_BCU
RMSFA RMSFA_BCL RMSFA_BCU RMSOA RMSOA_BCL RMSOA_BCU ANOM_CORR_UNCNTR
ANOM_CORR_UNCNTR_BCL ANOM_CORR_UNCNTR_BCU
V9.1    GFS-exp NA   960000    20200808_223000 20200808_223000 960000
20200808_223000 20200808_223000 APCP     kg/m^2     A24      APCP
kg/m^2    A24     IMERG  FULL    NEAREST     1           NA
NA         NA         0.05  CNT       96621 11.22603 11.12003 11.33202
NA       NA 16.80997   16.73536   16.88526         NA         NA
9.74839  9.62723  9.86956       NA       NA 19.21601   19.13072
19.30208         NA         NA 0.29819     0.29244     0.30393
NA          NA      NA      NA     0          0          0 1.47763
1.34252 1.61275     NA     NA 21.42861    21.3335   21.52458
NA         NA 1.15158        NA        NA 10.8701      NA      NA
461.36404      NA      NA 459.18064        NA        NA 21.47939
NA       NA -13.5011      NA      NA -1.55918      NA      NA 0.54075
NA      NA 6.821      NA      NA 19.89458      NA      NA 8.38018
NA       NA 4.1706      NA      NA        NA            NA
NA            NA            NA 2.1834      NA      NA -0.24945
NA        NA    NA        NA        NA    NA        NA        NA
NA                   NA                   NA

------------------------------------------------
Subject: Request for plotting scripts
From: HARVIR SINGH
Time: Sat Feb 06 09:28:04 2021

VERSION MODEL   DESC FCST_LEAD FCST_VALID_BEG  FCST_VALID_END
OBS_LEAD OBS_VALID_BEG   OBS_VALID_END   FCST_VAR FCST_UNITS FCST_LEV
OBS_VAR OBS_UNITS OBS_LEV OBTYPE VX_MASK INTERP_MTHD INTERP_PNTS
FCST_THRESH OBS_THRESH COV_THRESH ALPHA LINE_TYPE TOTAL FBAR
FBAR_NCL FBAR_NCU FBAR_BCL FBAR_BCU FSTDEV   FSTDEV_NCL FSTDEV_NCU
FSTDEV_BCL FSTDEV_BCU OBAR     OBAR_NCL OBAR_NCU OBAR_BCL OBAR_BCU
OSTDEV   OSTDEV_NCL OSTDEV_NCU OSTDEV_BCL OSTDEV_BCU PR_CORR
PR_CORR_NCL PR_CORR_NCU PR_CORR_BCL PR_CORR_BCU SP_CORR KT_CORR RANKS
FRANK_TIES ORANK_TIES ME      ME_NCL  ME_NCU  ME_BCL ME_BCU ESTDEV
ESTDEV_NCL ESTDEV_NCU ESTDEV_BCL ESTDEV_BCU MBIAS   MBIAS_BCL
MBIAS_BCU MAE      MAE_BCL MAE_BCU MSE       MSE_BCL MSE_BCU BCMSE
BCMSE_BCL BCMSE_BCU RMSE     RMSE_BCL RMSE_BCU E10       E10_BCL
E10_BCU E25     E25_BCL E25_BCU E50     E50_BCL E50_BCU E75
E75_BCL E75_BCU E90    E90_BCL E90_BCU EIQR     EIQR_BCL EIQR_BCU MAD
MAD_BCL MAD_BCU ANOM_CORR ANOM_CORR_NCL ANOM_CORR_NCU ANOM_CORR_BCL
ANOM_CORR_BCU ME2     ME2_BCL ME2_BCU MSESS   MSESS_BCL MSESS_BCU
RMSFA RMSFA_BCL RMSFA_BCU RMSOA RMSOA_BCL RMSOA_BCU ANOM_CORR_UNCNTR
ANOM_CORR_UNCNTR_BCL ANOM_CORR_UNCNTR_BCU
V9.1    GFS-exp NA   960000    20200809_223000 20200809_223000 960000
20200809_223000 20200809_223000 APCP     kg/m^2     A24      APCP
kg/m^2    A24     IMERG  FULL    NEAREST     1           NA
NA         NA         0.05  CNT       96621 11.71079 11.60151 11.82007
NA       NA 17.33073    17.2538   17.40834         NA         NA
11.30477 11.17544  11.4341       NA       NA 20.51067   20.41963
20.60253         NA         NA 0.35696     0.35145     0.36245
NA          NA      NA      NA     0          0          0 0.40602
0.26972 0.54232     NA     NA 21.61632   21.52038   21.71314
NA         NA 1.03592        NA        NA 11.51178      NA      NA
467.42543      NA      NA 467.26058        NA        NA 21.62002
NA       NA -16.64341      NA      NA -3.1925      NA      NA 0.28799
NA      NA 7.03322      NA      NA 18.824      NA      NA 10.22572
NA       NA 5.16153      NA      NA        NA            NA
NA            NA            NA 0.16485      NA      NA -0.1111
NA        NA    NA        NA        NA    NA        NA        NA
NA                   NA                   NA

------------------------------------------------
Subject: Request for plotting scripts
From: HARVIR SINGH
Time: Sat Feb 06 09:28:04 2021

VERSION MODEL   DESC FCST_LEAD FCST_VALID_BEG  FCST_VALID_END
OBS_LEAD OBS_VALID_BEG   OBS_VALID_END   FCST_VAR FCST_UNITS FCST_LEV
OBS_VAR OBS_UNITS OBS_LEV OBTYPE VX_MASK INTERP_MTHD INTERP_PNTS
FCST_THRESH OBS_THRESH COV_THRESH ALPHA LINE_TYPE TOTAL FBAR  FBAR_NCL
FBAR_NCU FBAR_BCL FBAR_BCU FSTDEV   FSTDEV_NCL FSTDEV_NCU FSTDEV_BCL
FSTDEV_BCU OBAR    OBAR_NCL OBAR_NCU OBAR_BCL OBAR_BCU OSTDEV
OSTDEV_NCL OSTDEV_NCU OSTDEV_BCL OSTDEV_BCU PR_CORR PR_CORR_NCL
PR_CORR_NCU PR_CORR_BCL PR_CORR_BCU SP_CORR KT_CORR RANKS FRANK_TIES
ORANK_TIES ME      ME_NCL  ME_NCU ME_BCL ME_BCU ESTDEV   ESTDEV_NCL
ESTDEV_NCU ESTDEV_BCL ESTDEV_BCU MBIAS   MBIAS_BCL MBIAS_BCU MAE
MAE_BCL MAE_BCU MSE       MSE_BCL MSE_BCU BCMSE     BCMSE_BCL
BCMSE_BCU RMSE    RMSE_BCL RMSE_BCU E10      E10_BCL E10_BCU E25
E25_BCL E25_BCU E50     E50_BCL E50_BCU E75  E75_BCL E75_BCU E90
E90_BCL E90_BCU EIQR    EIQR_BCL EIQR_BCU MAD     MAD_BCL MAD_BCU
ANOM_CORR ANOM_CORR_NCL ANOM_CORR_NCU ANOM_CORR_BCL ANOM_CORR_BCU ME2
ME2_BCL ME2_BCU MSESS    MSESS_BCL MSESS_BCU RMSFA RMSFA_BCL RMSFA_BCU
RMSOA RMSOA_BCL RMSOA_BCU ANOM_CORR_UNCNTR ANOM_CORR_UNCNTR_BCL
ANOM_CORR_UNCNTR_BCU
V9.1    GFS-exp NA   1200000    20200801_223000 20200801_223000
1200000   20200801_223000 20200801_223000 APCP     kg/m^2     A24
APCP    kg/m^2    A24     IMERG  FULL    NEAREST     1           NA
NA         NA         0.05  CNT       96621 9.843   9.7565   9.9295
NA       NA 13.71863   13.65773   13.78007         NA         NA
9.37304  9.25893  9.48714       NA       NA 18.09673   18.01641
18.17778         NA         NA  0.3281     0.32246     0.33371
NA          NA      NA      NA     0          0          0 0.46996
0.35153 0.5884     NA     NA 18.78252   18.69915   18.86664         NA
NA 1.05014        NA        NA 10.42242      NA      NA 353.00018
NA      NA 352.77932        NA        NA 18.7883       NA       NA
-15.8265      NA      NA -1.99412      NA      NA 0.64967      NA
NA 6.63      NA      NA 15.8775      NA      NA 8.62412       NA
NA 4.62716      NA      NA        NA            NA            NA
NA            NA 0.22087      NA      NA -0.07789        NA        NA
NA        NA        NA    NA        NA        NA               NA
NA                   NA

------------------------------------------------
Subject: Request for plotting scripts
From: HARVIR SINGH
Time: Sat Feb 06 09:28:04 2021

VERSION MODEL   DESC FCST_LEAD FCST_VALID_BEG  FCST_VALID_END
OBS_LEAD OBS_VALID_BEG   OBS_VALID_END   FCST_VAR FCST_UNITS FCST_LEV
OBS_VAR OBS_UNITS OBS_LEV OBTYPE VX_MASK INTERP_MTHD INTERP_PNTS
FCST_THRESH OBS_THRESH COV_THRESH ALPHA LINE_TYPE TOTAL FBAR
FBAR_NCL FBAR_NCU FBAR_BCL FBAR_BCU FSTDEV   FSTDEV_NCL FSTDEV_NCU
FSTDEV_BCL FSTDEV_BCU OBAR    OBAR_NCL OBAR_NCU OBAR_BCL OBAR_BCU
OSTDEV   OSTDEV_NCL OSTDEV_NCU OSTDEV_BCL OSTDEV_BCU PR_CORR
PR_CORR_NCL PR_CORR_NCU PR_CORR_BCL PR_CORR_BCU SP_CORR KT_CORR RANKS
FRANK_TIES ORANK_TIES ME      ME_NCL ME_NCU  ME_BCL ME_BCU ESTDEV
ESTDEV_NCL ESTDEV_NCU ESTDEV_BCL ESTDEV_BCU MBIAS  MBIAS_BCL MBIAS_BCU
MAE      MAE_BCL MAE_BCU MSE      MSE_BCL MSE_BCU BCMSE     BCMSE_BCL
BCMSE_BCU RMSE    RMSE_BCL RMSE_BCU E10      E10_BCL E10_BCU E25
E25_BCL E25_BCU E50     E50_BCL E50_BCU E75     E75_BCL E75_BCU E90
E90_BCL E90_BCU EIQR    EIQR_BCL EIQR_BCU MAD     MAD_BCL MAD_BCU
ANOM_CORR ANOM_CORR_NCL ANOM_CORR_NCU ANOM_CORR_BCL ANOM_CORR_BCU ME2
ME2_BCL ME2_BCU MSESS   MSESS_BCL MSESS_BCU RMSFA RMSFA_BCL RMSFA_BCU
RMSOA RMSOA_BCL RMSOA_BCU ANOM_CORR_UNCNTR ANOM_CORR_UNCNTR_BCL
ANOM_CORR_UNCNTR_BCU
V9.1    GFS-exp NA   1200000    20200802_223000 20200802_223000
1200000   20200802_223000 20200802_223000 APCP     kg/m^2     A24
APCP    kg/m^2    A24     IMERG  FULL    NEAREST     1           NA
NA         NA         0.05  CNT       96621 10.95961 10.85046 11.06877
NA       NA 17.31136   17.23452   17.38889         NA         NA
10.4467 10.32248 10.57091       NA       NA 19.69954    19.6121
19.78776         NA         NA 0.51115     0.50648      0.5158
NA          NA      NA      NA     0          0          0 0.51292
0.3968 0.62903     NA     NA 18.41525   18.33351   18.49773         NA
NA 1.0491        NA        NA 10.13578      NA      NA 339.3811
NA      NA 339.11801        NA        NA 18.4223       NA       NA
-15.9345      NA      NA -1.884      NA      NA 0.35457      NA
NA 6.03217      NA      NA 16.4495      NA      NA 7.91617       NA
NA 4.20557      NA      NA        NA            NA            NA
NA            NA 0.26308      NA      NA 0.12547        NA        NA
NA        NA        NA    NA        NA        NA               NA
NA                   NA

------------------------------------------------
Subject: Request for plotting scripts
From: HARVIR SINGH
Time: Sat Feb 06 09:28:04 2021

VERSION MODEL   DESC FCST_LEAD FCST_VALID_BEG  FCST_VALID_END
OBS_LEAD OBS_VALID_BEG   OBS_VALID_END   FCST_VAR FCST_UNITS FCST_LEV
OBS_VAR OBS_UNITS OBS_LEV OBTYPE VX_MASK INTERP_MTHD INTERP_PNTS
FCST_THRESH OBS_THRESH COV_THRESH ALPHA LINE_TYPE TOTAL FBAR
FBAR_NCL FBAR_NCU FBAR_BCL FBAR_BCU FSTDEV   FSTDEV_NCL FSTDEV_NCU
FSTDEV_BCL FSTDEV_BCU OBAR     OBAR_NCL OBAR_NCU OBAR_BCL OBAR_BCU
OSTDEV   OSTDEV_NCL OSTDEV_NCU OSTDEV_BCL OSTDEV_BCU PR_CORR
PR_CORR_NCL PR_CORR_NCU PR_CORR_BCL PR_CORR_BCU SP_CORR KT_CORR RANKS
FRANK_TIES ORANK_TIES ME       ME_NCL   ME_NCU  ME_BCL ME_BCU ESTDEV
ESTDEV_NCL ESTDEV_NCU ESTDEV_BCL ESTDEV_BCU MBIAS   MBIAS_BCL
MBIAS_BCU MAE      MAE_BCL MAE_BCU MSE       MSE_BCL MSE_BCU BCMSE
BCMSE_BCL BCMSE_BCU RMSE     RMSE_BCL RMSE_BCU E10      E10_BCL
E10_BCU E25      E25_BCL E25_BCU E50    E50_BCL E50_BCU E75
E75_BCL E75_BCU E90    E90_BCL E90_BCU EIQR     EIQR_BCL EIQR_BCU MAD
MAD_BCL MAD_BCU ANOM_CORR ANOM_CORR_NCL ANOM_CORR_NCU ANOM_CORR_BCL
ANOM_CORR_BCU ME2     ME2_BCL ME2_BCU MSESS    MSESS_BCL MSESS_BCU
RMSFA RMSFA_BCL RMSFA_BCU RMSOA RMSOA_BCL RMSOA_BCU ANOM_CORR_UNCNTR
ANOM_CORR_UNCNTR_BCL ANOM_CORR_UNCNTR_BCU
V9.1    GFS-exp NA   1200000    20200803_223000 20200803_223000
1200000   20200803_223000 20200803_223000 APCP     kg/m^2     A24
APCP    kg/m^2    A24     IMERG  FULL    NEAREST     1           NA
NA         NA         0.05  CNT       96621 11.32557 11.20689 11.44425
NA       NA 18.82223   18.73869   18.90653         NA         NA
14.47054 14.31225 14.62882       NA       NA 25.10283   24.99141
25.21526         NA         NA 0.40422     0.39893     0.40948
NA          NA      NA      NA     0          0          0 -3.14497
-3.29973 -2.9902     NA     NA 24.54487   24.43593    24.6548
NA         NA 0.78266        NA        NA 12.92587      NA      NA
612.33539      NA      NA 602.44457        NA        NA 24.74541
NA       NA -27.6111      NA      NA -5.35075      NA      NA 0.0625
NA      NA 5.12572      NA      NA 13.375      NA      NA 10.47647
NA       NA 5.18349      NA      NA        NA            NA
NA            NA            NA 9.89082      NA      NA 0.028274
NA        NA    NA        NA        NA    NA        NA        NA
NA                   NA                   NA

------------------------------------------------
Subject: Request for plotting scripts
From: HARVIR SINGH
Time: Sat Feb 06 09:28:04 2021

VERSION MODEL   DESC FCST_LEAD FCST_VALID_BEG  FCST_VALID_END
OBS_LEAD OBS_VALID_BEG   OBS_VALID_END   FCST_VAR FCST_UNITS FCST_LEV
OBS_VAR OBS_UNITS OBS_LEV OBTYPE VX_MASK INTERP_MTHD INTERP_PNTS
FCST_THRESH OBS_THRESH COV_THRESH ALPHA LINE_TYPE TOTAL FBAR
FBAR_NCL FBAR_NCU FBAR_BCL FBAR_BCU FSTDEV   FSTDEV_NCL FSTDEV_NCU
FSTDEV_BCL FSTDEV_BCU OBAR     OBAR_NCL OBAR_NCU OBAR_BCL OBAR_BCU
OSTDEV   OSTDEV_NCL OSTDEV_NCU OSTDEV_BCL OSTDEV_BCU PR_CORR
PR_CORR_NCL PR_CORR_NCU PR_CORR_BCL PR_CORR_BCU SP_CORR KT_CORR RANKS
FRANK_TIES ORANK_TIES ME       ME_NCL   ME_NCU  ME_BCL ME_BCU ESTDEV
ESTDEV_NCL ESTDEV_NCU ESTDEV_BCL ESTDEV_BCU MBIAS   MBIAS_BCL
MBIAS_BCU MAE      MAE_BCL MAE_BCU MSE       MSE_BCL MSE_BCU BCMSE
BCMSE_BCL BCMSE_BCU RMSE     RMSE_BCL RMSE_BCU E10     E10_BCL E10_BCU
E25     E25_BCL E25_BCU E50  E50_BCL E50_BCU E75     E75_BCL E75_BCU
E90      E90_BCL E90_BCU EIQR    EIQR_BCL EIQR_BCU MAD    MAD_BCL
MAD_BCU ANOM_CORR ANOM_CORR_NCL ANOM_CORR_NCU ANOM_CORR_BCL
ANOM_CORR_BCU ME2     ME2_BCL ME2_BCU MSESS       MSESS_BCL MSESS_BCU
RMSFA RMSFA_BCL RMSFA_BCU RMSOA RMSOA_BCL RMSOA_BCU ANOM_CORR_UNCNTR
ANOM_CORR_UNCNTR_BCL ANOM_CORR_UNCNTR_BCU
V9.1    GFS-exp NA   1200000    20200804_223000 20200804_223000
1200000   20200804_223000 20200804_223000 APCP     kg/m^2     A24
APCP    kg/m^2    A24     IMERG  FULL    NEAREST     1           NA
NA         NA         0.05  CNT       96621 13.16044  13.0323 13.28858
NA       NA 20.32262   20.23241   20.41364         NA         NA
15.96575 15.77021 16.16129       NA       NA 31.01115    30.8735
31.15004         NA         NA 0.33336     0.32775     0.33895
NA          NA      NA      NA     0          0          0 -2.80531
-3.00012 -2.6105     NA     NA 30.89519   30.75805   31.03356
NA         NA 0.82429        NA        NA 15.04765      NA      NA
962.37255      NA      NA 954.50279        NA        NA 31.02213
NA       NA -26.341      NA      NA -2.8435      NA      NA 0.75
NA      NA 7.01437      NA      NA 16.20458      NA      NA 9.85787
NA       NA 5.4375      NA      NA        NA            NA
NA            NA            NA 7.86976      NA      NA -0.00070832
NA        NA    NA        NA        NA    NA        NA        NA
NA                   NA                   NA

------------------------------------------------
Subject: Request for plotting scripts
From: HARVIR SINGH
Time: Sat Feb 06 09:28:04 2021

VERSION MODEL   DESC FCST_LEAD FCST_VALID_BEG  FCST_VALID_END
OBS_LEAD OBS_VALID_BEG   OBS_VALID_END   FCST_VAR FCST_UNITS FCST_LEV
OBS_VAR OBS_UNITS OBS_LEV OBTYPE VX_MASK INTERP_MTHD INTERP_PNTS
FCST_THRESH OBS_THRESH COV_THRESH ALPHA LINE_TYPE TOTAL FBAR
FBAR_NCL FBAR_NCU FBAR_BCL FBAR_BCU FSTDEV   FSTDEV_NCL FSTDEV_NCU
FSTDEV_BCL FSTDEV_BCU OBAR     OBAR_NCL OBAR_NCU OBAR_BCL OBAR_BCU
OSTDEV   OSTDEV_NCL OSTDEV_NCU OSTDEV_BCL OSTDEV_BCU PR_CORR
PR_CORR_NCL PR_CORR_NCU PR_CORR_BCL PR_CORR_BCU SP_CORR KT_CORR RANKS
FRANK_TIES ORANK_TIES ME       ME_NCL   ME_NCU   ME_BCL ME_BCU ESTDEV
ESTDEV_NCL ESTDEV_NCU ESTDEV_BCL ESTDEV_BCU MBIAS   MBIAS_BCL
MBIAS_BCU MAE      MAE_BCL MAE_BCU MSE       MSE_BCL MSE_BCU BCMSE
BCMSE_BCL BCMSE_BCU RMSE     RMSE_BCL RMSE_BCU E10       E10_BCL
E10_BCU E25     E25_BCL E25_BCU E50     E50_BCL E50_BCU E75
E75_BCL E75_BCU E90     E90_BCL E90_BCU EIQR    EIQR_BCL EIQR_BCU MAD
MAD_BCL MAD_BCU ANOM_CORR ANOM_CORR_NCL ANOM_CORR_NCU ANOM_CORR_BCL
ANOM_CORR_BCU ME2     ME2_BCL ME2_BCU MSESS   MSESS_BCL MSESS_BCU
RMSFA RMSFA_BCL RMSFA_BCU RMSOA RMSOA_BCL RMSOA_BCU ANOM_CORR_UNCNTR
ANOM_CORR_UNCNTR_BCL ANOM_CORR_UNCNTR_BCU
V9.1    GFS-exp NA   1200000    20200805_223000 20200805_223000
1200000   20200805_223000 20200805_223000 APCP     kg/m^2     A24
APCP    kg/m^2    A24     IMERG  FULL    NEAREST     1           NA
NA         NA         0.05  CNT       96621 13.64032 13.50541 13.77524
NA       NA 21.39632   21.30135   21.49215         NA         NA
15.76774 15.55994 15.97553       NA       NA 32.95536   32.80909
33.10296         NA         NA 0.44662     0.44156     0.45165
NA          NA      NA      NA     0          0          0 -2.12741
-2.31804 -1.93679     NA     NA 30.23267   30.09848   30.36807
NA         NA 0.86508        NA        NA 14.32759      NA      NA
918.53071      NA      NA 914.00482        NA        NA 30.30727
NA       NA -24.86096      NA      NA -2.9885      NA      NA 0.43038
NA      NA 6.49023      NA      NA 17.0625      NA      NA 9.47873
NA       NA 5.12909      NA      NA        NA            NA
NA            NA            NA 4.52589      NA      NA 0.15425
NA        NA    NA        NA        NA    NA        NA        NA
NA                   NA                   NA

------------------------------------------------
Subject: Request for plotting scripts
From: HARVIR SINGH
Time: Sat Feb 06 09:28:04 2021

VERSION MODEL   DESC FCST_LEAD FCST_VALID_BEG  FCST_VALID_END
OBS_LEAD OBS_VALID_BEG   OBS_VALID_END   FCST_VAR FCST_UNITS FCST_LEV
OBS_VAR OBS_UNITS OBS_LEV OBTYPE VX_MASK INTERP_MTHD INTERP_PNTS
FCST_THRESH OBS_THRESH COV_THRESH ALPHA LINE_TYPE TOTAL FBAR
FBAR_NCL FBAR_NCU FBAR_BCL FBAR_BCU FSTDEV   FSTDEV_NCL FSTDEV_NCU
FSTDEV_BCL FSTDEV_BCU OBAR     OBAR_NCL OBAR_NCU OBAR_BCL OBAR_BCU
OSTDEV   OSTDEV_NCL OSTDEV_NCU OSTDEV_BCL OSTDEV_BCU PR_CORR
PR_CORR_NCL PR_CORR_NCU PR_CORR_BCL PR_CORR_BCU SP_CORR KT_CORR RANKS
FRANK_TIES ORANK_TIES ME      ME_NCL  ME_NCU  ME_BCL ME_BCU ESTDEV
ESTDEV_NCL ESTDEV_NCU ESTDEV_BCL ESTDEV_BCU MBIAS   MBIAS_BCL
MBIAS_BCU MAE      MAE_BCL MAE_BCU MSE       MSE_BCL MSE_BCU BCMSE
BCMSE_BCL BCMSE_BCU RMSE     RMSE_BCL RMSE_BCU E10     E10_BCL E10_BCU
E25      E25_BCL E25_BCU E50   E50_BCL E50_BCU E75   E75_BCL E75_BCU
E90     E90_BCL E90_BCU EIQR    EIQR_BCL EIQR_BCU MAD     MAD_BCL
MAD_BCU ANOM_CORR ANOM_CORR_NCL ANOM_CORR_NCU ANOM_CORR_BCL
ANOM_CORR_BCU ME2     ME2_BCL ME2_BCU MSESS   MSESS_BCL MSESS_BCU
RMSFA RMSFA_BCL RMSFA_BCU RMSOA RMSOA_BCL RMSOA_BCU ANOM_CORR_UNCNTR
ANOM_CORR_UNCNTR_BCL ANOM_CORR_UNCNTR_BCU
V9.1    GFS-exp NA   1200000    20200806_223000 20200806_223000
1200000   20200806_223000 20200806_223000 APCP     kg/m^2     A24
APCP    kg/m^2    A24     IMERG  FULL    NEAREST     1           NA
NA         NA         0.05  CNT       96621 11.37134 11.26833 11.47434
NA       NA 16.33565   16.26314   16.40881         NA         NA
10.28786 10.13483 10.44089       NA       NA 24.26922    24.1615
24.37792         NA         NA 0.43012     0.42497     0.43525
NA          NA      NA      NA     0          0          0 1.08348
0.94041 1.22654     NA     NA 22.6892   22.58849   22.79081         NA
NA 1.10532        NA        NA 10.82951      NA      NA 515.96817
NA      NA 514.79425        NA        NA 22.71493       NA       NA
-13.845      NA      NA -1.65302      NA      NA 0.951      NA      NA
6.887      NA      NA 17.4695      NA      NA 8.54002       NA
NA 4.51162      NA      NA        NA            NA            NA
NA            NA 1.17392      NA      NA 0.12399        NA        NA
NA        NA        NA    NA        NA        NA               NA
NA                   NA

------------------------------------------------
Subject: Request for plotting scripts
From: HARVIR SINGH
Time: Sat Feb 06 09:28:04 2021

VERSION MODEL   DESC FCST_LEAD FCST_VALID_BEG  FCST_VALID_END
OBS_LEAD OBS_VALID_BEG   OBS_VALID_END   FCST_VAR FCST_UNITS FCST_LEV
OBS_VAR OBS_UNITS OBS_LEV OBTYPE VX_MASK INTERP_MTHD INTERP_PNTS
FCST_THRESH OBS_THRESH COV_THRESH ALPHA LINE_TYPE TOTAL FBAR
FBAR_NCL FBAR_NCU FBAR_BCL FBAR_BCU FSTDEV   FSTDEV_NCL FSTDEV_NCU
FSTDEV_BCL FSTDEV_BCU OBAR    OBAR_NCL OBAR_NCU OBAR_BCL OBAR_BCU
OSTDEV   OSTDEV_NCL OSTDEV_NCU OSTDEV_BCL OSTDEV_BCU PR_CORR
PR_CORR_NCL PR_CORR_NCU PR_CORR_BCL PR_CORR_BCU SP_CORR KT_CORR RANKS
FRANK_TIES ORANK_TIES ME      ME_NCL  ME_NCU ME_BCL ME_BCU ESTDEV
ESTDEV_NCL ESTDEV_NCU ESTDEV_BCL ESTDEV_BCU MBIAS   MBIAS_BCL
MBIAS_BCU MAE      MAE_BCL MAE_BCU MSE      MSE_BCL MSE_BCU BCMSE
BCMSE_BCL BCMSE_BCU RMSE     RMSE_BCL RMSE_BCU E10      E10_BCL
E10_BCU E25      E25_BCL E25_BCU E50     E50_BCL E50_BCU E75
E75_BCL E75_BCU E90    E90_BCL E90_BCU EIQR    EIQR_BCL EIQR_BCU MAD
MAD_BCL MAD_BCU ANOM_CORR ANOM_CORR_NCL ANOM_CORR_NCU ANOM_CORR_BCL
ANOM_CORR_BCU ME2     ME2_BCL ME2_BCU MSESS    MSESS_BCL MSESS_BCU
RMSFA RMSFA_BCL RMSFA_BCU RMSOA RMSOA_BCL RMSOA_BCU ANOM_CORR_UNCNTR
ANOM_CORR_UNCNTR_BCL ANOM_CORR_UNCNTR_BCU
V9.1    GFS-exp NA   1200000    20200808_223000 20200808_223000
1200000   20200808_223000 20200808_223000 APCP     kg/m^2     A24
APCP    kg/m^2    A24     IMERG  FULL    NEAREST     1           NA
NA         NA         0.05  CNT       96621 10.57763 10.46713 10.68813
NA       NA 17.52435   17.44657   17.60284         NA         NA
9.74839  9.62723  9.86956       NA       NA 19.21601   19.13072
19.30208         NA         NA 0.23127     0.22529     0.23723
NA          NA      NA      NA     0          0          0 0.82924
0.68537 0.9731     NA     NA 22.81666   22.71539   22.91885         NA
NA 1.08506        NA        NA 10.86412      NA      NA 521.2824
NA      NA 520.59476        NA        NA 22.83161       NA       NA
-14.7488      NA      NA -1.74395      NA      NA 0.53118      NA
NA 6.4345      NA      NA 16.312      NA      NA 8.17845       NA
NA 4.14518      NA      NA        NA            NA            NA
NA            NA 0.68763      NA      NA -0.41171        NA        NA
NA        NA        NA    NA        NA        NA               NA
NA                   NA

------------------------------------------------
Subject: Request for plotting scripts
From: HARVIR SINGH
Time: Sat Feb 06 09:28:04 2021

VERSION MODEL   DESC FCST_LEAD FCST_VALID_BEG  FCST_VALID_END
OBS_LEAD OBS_VALID_BEG   OBS_VALID_END   FCST_VAR FCST_UNITS FCST_LEV
OBS_VAR OBS_UNITS OBS_LEV OBTYPE VX_MASK INTERP_MTHD INTERP_PNTS
FCST_THRESH OBS_THRESH COV_THRESH ALPHA LINE_TYPE TOTAL FBAR
FBAR_NCL FBAR_NCU FBAR_BCL FBAR_BCU FSTDEV   FSTDEV_NCL FSTDEV_NCU
FSTDEV_BCL FSTDEV_BCU OBAR    OBAR_NCL OBAR_NCU OBAR_BCL OBAR_BCU
OSTDEV   OSTDEV_NCL OSTDEV_NCU OSTDEV_BCL OSTDEV_BCU PR_CORR
PR_CORR_NCL PR_CORR_NCU PR_CORR_BCL PR_CORR_BCU SP_CORR KT_CORR RANKS
FRANK_TIES ORANK_TIES ME      ME_NCL  ME_NCU  ME_BCL ME_BCU ESTDEV
ESTDEV_NCL ESTDEV_NCU ESTDEV_BCL ESTDEV_BCU MBIAS   MBIAS_BCL
MBIAS_BCU MAE      MAE_BCL MAE_BCU MSE       MSE_BCL MSE_BCU BCMSE
BCMSE_BCL BCMSE_BCU RMSE     RMSE_BCL RMSE_BCU E10       E10_BCL
E10_BCU E25    E25_BCL E25_BCU E50     E50_BCL E50_BCU E75     E75_BCL
E75_BCU E90      E90_BCL E90_BCU EIQR    EIQR_BCL EIQR_BCU MAD
MAD_BCL MAD_BCU ANOM_CORR ANOM_CORR_NCL ANOM_CORR_NCU ANOM_CORR_BCL
ANOM_CORR_BCU ME2     ME2_BCL ME2_BCU MSESS    MSESS_BCL MSESS_BCU
RMSFA RMSFA_BCL RMSFA_BCU RMSOA RMSOA_BCL RMSOA_BCU ANOM_CORR_UNCNTR
ANOM_CORR_UNCNTR_BCL ANOM_CORR_UNCNTR_BCU
V9.1    GFS-exp NA   1200000    20200807_223000 20200807_223000
1200000   20200807_223000 20200807_223000 APCP     kg/m^2     A24
APCP    kg/m^2    A24     IMERG  FULL    NEAREST     1           NA
NA         NA         0.05  CNT       96621 10.64771 10.54971 10.74571
NA       NA 15.54189    15.4729   15.61149         NA         NA
8.58025   8.4634   8.6971       NA       NA 18.53202   18.44976
18.61502         NA         NA  0.3411     0.33551     0.34666
NA          NA      NA      NA     0          0          0 2.06746
1.94318 2.19174     NA     NA 19.7104   19.62291   19.79868         NA
NA 1.24096        NA        NA 10.01557      NA      NA 392.77016
NA      NA 388.49577        NA        NA 19.81843       NA       NA
-10.97658      NA      NA -1.391      NA      NA 0.75837      NA
NA 7.55361      NA      NA 17.81862      NA      NA 8.94461       NA
NA 4.46143      NA      NA        NA            NA            NA
NA            NA 4.27439      NA      NA -0.14365        NA        NA
NA        NA        NA    NA        NA        NA               NA
NA                   NA

------------------------------------------------
Subject: Request for plotting scripts
From: HARVIR SINGH
Time: Sat Feb 06 09:28:04 2021

VERSION MODEL   DESC FCST_LEAD FCST_VALID_BEG  FCST_VALID_END
OBS_LEAD OBS_VALID_BEG   OBS_VALID_END   FCST_VAR FCST_UNITS FCST_LEV
OBS_VAR OBS_UNITS OBS_LEV OBTYPE VX_MASK INTERP_MTHD INTERP_PNTS
FCST_THRESH OBS_THRESH COV_THRESH ALPHA LINE_TYPE TOTAL FBAR
FBAR_NCL FBAR_NCU FBAR_BCL FBAR_BCU FSTDEV   FSTDEV_NCL FSTDEV_NCU
FSTDEV_BCL FSTDEV_BCU OBAR     OBAR_NCL OBAR_NCU OBAR_BCL OBAR_BCU
OSTDEV   OSTDEV_NCL OSTDEV_NCU OSTDEV_BCL OSTDEV_BCU PR_CORR
PR_CORR_NCL PR_CORR_NCU PR_CORR_BCL PR_CORR_BCU SP_CORR KT_CORR RANKS
FRANK_TIES ORANK_TIES ME     ME_NCL  ME_NCU  ME_BCL ME_BCU ESTDEV
ESTDEV_NCL ESTDEV_NCU ESTDEV_BCL ESTDEV_BCU MBIAS   MBIAS_BCL
MBIAS_BCU MAE      MAE_BCL MAE_BCU MSE       MSE_BCL MSE_BCU BCMSE
BCMSE_BCL BCMSE_BCU RMSE     RMSE_BCL RMSE_BCU E10      E10_BCL
E10_BCU E25     E25_BCL E25_BCU E50     E50_BCL E50_BCU E75   E75_BCL
E75_BCU E90    E90_BCL E90_BCU EIQR    EIQR_BCL EIQR_BCU MAD
MAD_BCL MAD_BCU ANOM_CORR ANOM_CORR_NCL ANOM_CORR_NCU ANOM_CORR_BCL
ANOM_CORR_BCU ME2     ME2_BCL ME2_BCU MSESS   MSESS_BCL MSESS_BCU
RMSFA RMSFA_BCL RMSFA_BCU RMSOA RMSOA_BCL RMSOA_BCU ANOM_CORR_UNCNTR
ANOM_CORR_UNCNTR_BCL ANOM_CORR_UNCNTR_BCU
V9.1    GFS-exp NA   1200000    20200809_223000 20200809_223000
1200000   20200809_223000 20200809_223000 APCP     kg/m^2     A24
APCP    kg/m^2    A24     IMERG  FULL    NEAREST     1           NA
NA         NA         0.05  CNT       96621 12.41217    12.31 12.51433
NA       NA 16.20285   16.13093   16.27542         NA         NA
11.30477 11.17544  11.4341       NA       NA 20.51067   20.41963
20.60253         NA         NA 0.31803     0.31235     0.32368
NA          NA      NA      NA     0          0          0 1.1074
0.97043 1.24436     NA     NA 21.72188   21.62547   21.81917
NA         NA 1.09796        NA        NA 12.33434      NA      NA
473.06165      NA      NA 471.83532        NA        NA 21.74998
NA       NA -17.5675      NA      NA -3.0624      NA      NA 0.62964
NA      NA 8.231      NA      NA 21.018      NA      NA 11.2934
NA       NA 5.77586      NA      NA        NA            NA
NA            NA            NA 1.22633      NA      NA -0.1245
NA        NA    NA        NA        NA    NA        NA        NA
NA                   NA                   NA

------------------------------------------------
Subject: Request for plotting scripts
From: John Halley Gotway
Time: Mon Feb 08 09:16:58 2021

Harvir,

We actually found/fixed this issue late last week when testing the
Rscript
changes for inclusion in the MET repository.

Please try testing one more time. I updated the link on the MET
website (
http://dtcenter.org/community-code/model-evaluation-tools-met/sample-
analysis-scripts)
to point directly to the script in MET repository:

https://raw.githubusercontent.com/dtcenter/MET/develop/met/scripts/Rscripts/plot_cnt.R

Here's the GitHub issue and pull request for these changes:
https://github.com/dtcenter/MET/issues/1653
https://github.com/dtcenter/MET/pull/1654

Sorry for the trouble. The problem was based on the version of R. My
Mac
was using a newer version on which the script really did work. But it
didn't work with an older version of R.

Thanks,
John

On Sat, Feb 6, 2021 at 9:28 AM HARVIR SINGH via RT <met_help at ucar.edu>
wrote:

>
> <URL: https://rt.rap.ucar.edu/rt/Ticket/Display.html?id=98517 >
>
> Hello Dr. John,
>
> Sorry for the late reply,
> Actually the plot_cnt.R provided by you is not working for me. and
giving
> me the following error...
>
> [1] "Found: 1 CNT lines"
> [1] "Reading:
>
> ../output/INDIA/gfs_jjas/20200809/grid_stat_GFS-
dmo_APCP_240000L_20200809_223000V_cnt.txt"
> [1] "Found: 1 CNT lines"
> [1] "Reading:
>
> ../output/INDIA/gfs_jjas/20200809/grid_stat_GFS-
dmo_APCP_480000L_20200809_223000V_cnt.txt"
> [1] "Found: 1 CNT lines"
> [1] "Reading:
>
> ../output/INDIA/gfs_jjas/20200809/grid_stat_GFS-
dmo_APCP_720000L_20200809_223000V_cnt.txt"
> [1] "Found: 1 CNT lines"
> [1] "Reading:
>
> ../output/INDIA/gfs_jjas/20200809/grid_stat_GFS-
dmo_APCP_960000L_20200809_223000V_cnt.txt"
> [1] "Found: 1 CNT lines"
> [1] "Reading:
>
> ../output/INDIA/gfs_jjas/20200809/grid_stat_GFS-
exp_APCP_1200000L_20200809_223000V_cnt.txt"
> [1] "Found: 1 CNT lines"
> [1] "Reading:
>
> ../output/INDIA/gfs_jjas/20200809/grid_stat_GFS-
exp_APCP_240000L_20200809_223000V_cnt.txt"
> [1] "Found: 1 CNT lines"
> [1] "Reading:
>
> ../output/INDIA/gfs_jjas/20200809/grid_stat_GFS-
exp_APCP_480000L_20200809_223000V_cnt.txt"
> [1] "Found: 1 CNT lines"
> [1] "Reading:
>
> ../output/INDIA/gfs_jjas/20200809/grid_stat_GFS-
exp_APCP_720000L_20200809_223000V_cnt.txt"
> [1] "Found: 1 CNT lines"
> [1] "Reading:
>
> ../output/INDIA/gfs_jjas/20200809/grid_stat_GFS-
exp_APCP_960000L_20200809_223000V_cnt.txt"
> [1] "Found: 1 CNT lines"
> Error in strsplit(data[1, 1], "\\.") : non-character argument
> Calls: unlist -> strsplit
> Execution halted
>
>
> Then I tried to update the old script and it's updated (Version 9.1)
> successfully for me. I'm attaching my updated version
(plot_cnt_harvir.R)
> and my MET OUTPUT files. You can update the website if my Rscripts
is
> working for you.
>
> *     Regards*
> ===========================================
>       HARVIR SINGH  / हरवीर सिंह
>       Project Scientist- 'C' / परियोजना वैज्ञानिक 'स'
>       National Centre for Medium Range Weather Forecasting /
राष्‍ट्रीय
> मध्यम अवधि मौसम पूर्वानुमान केन्द्र
>       (Ministry of Earth Sciences/पृथ्वी विज्ञान मंत्रालय )
>       A-50, Sector-62, NOIDA / ए-50, खण्ड-62 नोएडा,
>       UTTAR PRADESH /उत्तर प्रदेश
>       INDIA/ भारत
>       harvir at ncmrwf.gov.in,
>       Contact +91-120-2419443 (O), extn. 443
>       Mobile No. +91-9540042780
>       http://www.harvir007.webs.com
> ===========================================
>
>
> On Thu, Feb 4, 2021 at 12:25 AM John Halley Gotway via RT <
> met_help at ucar.edu>
> wrote:
>
> > Hello Harvir,
> >
> > I see that you've found that the sample R scripts on the MET
website (
> >
> >
> http://dtcenter.org/community-code/model-evaluation-tools-
met/sample-analysis-scripts
> > )
> > do NOT work for MET version 9.1.
> >
> > Looking at those scripts, I see that they haven't been updated
since MET
> > version 6.0. Unfortunately, those scripts contain hard-coded
column
> header
> > names!  And if those hard-coded headers do not match the version
of the
> > data you're processing, you'll get unexpected results.
> >
> > I'm a bit torn on how to address this issue. Big picture, the
METplotpy
> > repository (https://github.com/dtcenter/METplotpy) is intended to
> replace
> > our use of R for plotting output from MET. That being said, there
is no
> > exact replacement for this Rscript. So I don't have an easy python
> > alternative to send you.
> >
> > Let's test this way. I just updated plot_cnt.R to parse the
version from
> > the data being read. Then it grabs the headers for that version
from the
> > MET installation directory. This requires you to define:
> > -met_base on the command line... or ... MET_BASE as an environment
> > variable.
> > You should define that as {MET INSTALLATION DIRECTORY}/share/met.
> >
> > I tested it like this:
> > Rscript new/plot_cnt.R out/point_stat/*.stat  -met_base
> > /Volumes/d1/projects/MET/MET_development/MET-develop/met/share/met
> >
> > Once you confirm that this version works for you, I'll post it to
the MET
> > website and update the other Rscripts in a similar fashion.
> >
> > Thanks,
> > John Halley Gotway
> >
> > On Tue, Feb 2, 2021 at 10:31 PM HARVIR SINGH via RT
<met_help at ucar.edu>
> > wrote:
> >
> > >
> > > Tue Feb 02 22:30:37 2021: Request 98517 was acted upon.
> > > Transaction: Ticket created by harviriitkgp at gmail.com
> > >        Queue: met_help
> > >      Subject: Request for plotting scripts
> > >        Owner: Nobody
> > >   Requestors: harviriitkgp at gmail.com
> > >       Status: new
> > >  Ticket <URL:
https://rt.rap.ucar.edu/rt/Ticket/Display.html?id=98517
> >
> > >
> > >
> > > Dear MET_HELP,
> > >
> > > I'm facing issues with plotting Rscripts (plot_cnt.R,
plot_mpr.R,
> > > mode_summary.R and mode_quilt_plot.R) which are available on web
are
> not
> > > valid for latest versions of METv9.1. Please send me the updated
list
> of
> > > plotting Rscripts and update same on the website as well. Prompt
reply
> > will
> > > be appreciated.
> > > *     Regards*
> > > ===========================================
> > >       HARVIR SINGH  / हरवीर सिंह
> > >       Project Scientist- 'C' / परियोजना वैज्ञानिक 'स'
> > >       National Centre for Medium Range Weather Forecasting /
राष्‍ट्रीय
> > > मध्यम अवधि मौसम पूर्वानुमान केन्द्र
> > >       (Ministry of Earth Sciences/पृथ्वी विज्ञान मंत्रालय )
> > >       A-50, Sector-62, NOIDA / ए-50, खण्ड-62 नोएडा,
> > >       UTTAR PRADESH /उत्तर प्रदेश
> > >       INDIA/ भारत
> > >       harvir at ncmrwf.gov.in,
> > >       Contact +91-120-2419443 (O), extn. 443
> > >       Mobile No. +91-9540042780
> > >       http://www.harvir007.webs.com
> > > ===========================================
> > >
> > >
> >
> >
>
>

------------------------------------------------
Subject: Request for plotting scripts
From: John Halley Gotway
Time: Mon Feb 08 09:20:48 2021

And to double-check, I did run that script on the data you sent, which
produced the attached pdf.

Looks like it all worked fine on my machine:

Rscript plot_cnt.R -met_base
/Volumes/d1/projects/MET/MET_development/MET-develop/met/share/met
*_cnt.txt

Thanks,
John

On Mon, Feb 8, 2021 at 9:16 AM John Halley Gotway <johnhg at ucar.edu>
wrote:

> Harvir,
>
> We actually found/fixed this issue late last week when testing the
Rscript
> changes for inclusion in the MET repository.
>
> Please try testing one more time. I updated the link on the MET
website (
> http://dtcenter.org/community-code/model-evaluation-tools-
met/sample-analysis-scripts)
> to point directly to the script in MET repository:
>
>
https://raw.githubusercontent.com/dtcenter/MET/develop/met/scripts/Rscripts/plot_cnt.R
>
> Here's the GitHub issue and pull request for these changes:
> https://github.com/dtcenter/MET/issues/1653
> https://github.com/dtcenter/MET/pull/1654
>
> Sorry for the trouble. The problem was based on the version of R. My
Mac
> was using a newer version on which the script really did work. But
it
> didn't work with an older version of R.
>
> Thanks,
> John
>
> On Sat, Feb 6, 2021 at 9:28 AM HARVIR SINGH via RT
<met_help at ucar.edu>
> wrote:
>
>>
>> <URL: https://rt.rap.ucar.edu/rt/Ticket/Display.html?id=98517 >
>>
>> Hello Dr. John,
>>
>> Sorry for the late reply,
>> Actually the plot_cnt.R provided by you is not working for me. and
giving
>> me the following error...
>>
>> [1] "Found: 1 CNT lines"
>> [1] "Reading:
>>
>> ../output/INDIA/gfs_jjas/20200809/grid_stat_GFS-
dmo_APCP_240000L_20200809_223000V_cnt.txt"
>> [1] "Found: 1 CNT lines"
>> [1] "Reading:
>>
>> ../output/INDIA/gfs_jjas/20200809/grid_stat_GFS-
dmo_APCP_480000L_20200809_223000V_cnt.txt"
>> [1] "Found: 1 CNT lines"
>> [1] "Reading:
>>
>> ../output/INDIA/gfs_jjas/20200809/grid_stat_GFS-
dmo_APCP_720000L_20200809_223000V_cnt.txt"
>> [1] "Found: 1 CNT lines"
>> [1] "Reading:
>>
>> ../output/INDIA/gfs_jjas/20200809/grid_stat_GFS-
dmo_APCP_960000L_20200809_223000V_cnt.txt"
>> [1] "Found: 1 CNT lines"
>> [1] "Reading:
>>
>> ../output/INDIA/gfs_jjas/20200809/grid_stat_GFS-
exp_APCP_1200000L_20200809_223000V_cnt.txt"
>> [1] "Found: 1 CNT lines"
>> [1] "Reading:
>>
>> ../output/INDIA/gfs_jjas/20200809/grid_stat_GFS-
exp_APCP_240000L_20200809_223000V_cnt.txt"
>> [1] "Found: 1 CNT lines"
>> [1] "Reading:
>>
>> ../output/INDIA/gfs_jjas/20200809/grid_stat_GFS-
exp_APCP_480000L_20200809_223000V_cnt.txt"
>> [1] "Found: 1 CNT lines"
>> [1] "Reading:
>>
>> ../output/INDIA/gfs_jjas/20200809/grid_stat_GFS-
exp_APCP_720000L_20200809_223000V_cnt.txt"
>> [1] "Found: 1 CNT lines"
>> [1] "Reading:
>>
>> ../output/INDIA/gfs_jjas/20200809/grid_stat_GFS-
exp_APCP_960000L_20200809_223000V_cnt.txt"
>> [1] "Found: 1 CNT lines"
>> Error in strsplit(data[1, 1], "\\.") : non-character argument
>> Calls: unlist -> strsplit
>> Execution halted
>>
>>
>> Then I tried to update the old script and it's updated (Version
9.1)
>> successfully for me. I'm attaching my updated version
(plot_cnt_harvir.R)
>> and my MET OUTPUT files. You can update the website if my Rscripts
is
>> working for you.
>>
>> *     Regards*
>> ===========================================
>>       HARVIR SINGH  / हरवीर सिंह
>>       Project Scientist- 'C' / परियोजना वैज्ञानिक 'स'
>>       National Centre for Medium Range Weather Forecasting /
राष्‍ट्रीय
>> मध्यम अवधि मौसम पूर्वानुमान केन्द्र
>>       (Ministry of Earth Sciences/पृथ्वी विज्ञान मंत्रालय )
>>       A-50, Sector-62, NOIDA / ए-50, खण्ड-62 नोएडा,
>>       UTTAR PRADESH /उत्तर प्रदेश
>>       INDIA/ भारत
>>       harvir at ncmrwf.gov.in,
>>       Contact +91-120-2419443 (O), extn. 443
>>       Mobile No. +91-9540042780
>>       http://www.harvir007.webs.com
>> ===========================================
>>
>>
>> On Thu, Feb 4, 2021 at 12:25 AM John Halley Gotway via RT <
>> met_help at ucar.edu>
>> wrote:
>>
>> > Hello Harvir,
>> >
>> > I see that you've found that the sample R scripts on the MET
website (
>> >
>> >
>> http://dtcenter.org/community-code/model-evaluation-tools-
met/sample-analysis-scripts
>> > )
>> > do NOT work for MET version 9.1.
>> >
>> > Looking at those scripts, I see that they haven't been updated
since MET
>> > version 6.0. Unfortunately, those scripts contain hard-coded
column
>> header
>> > names!  And if those hard-coded headers do not match the version
of the
>> > data you're processing, you'll get unexpected results.
>> >
>> > I'm a bit torn on how to address this issue. Big picture, the
METplotpy
>> > repository (https://github.com/dtcenter/METplotpy) is intended to
>> replace
>> > our use of R for plotting output from MET. That being said, there
is no
>> > exact replacement for this Rscript. So I don't have an easy
python
>> > alternative to send you.
>> >
>> > Let's test this way. I just updated plot_cnt.R to parse the
version from
>> > the data being read. Then it grabs the headers for that version
from the
>> > MET installation directory. This requires you to define:
>> > -met_base on the command line... or ... MET_BASE as an
environment
>> > variable.
>> > You should define that as {MET INSTALLATION DIRECTORY}/share/met.
>> >
>> > I tested it like this:
>> > Rscript new/plot_cnt.R out/point_stat/*.stat  -met_base
>> > /Volumes/d1/projects/MET/MET_development/MET-
develop/met/share/met
>> >
>> > Once you confirm that this version works for you, I'll post it to
the
>> MET
>> > website and update the other Rscripts in a similar fashion.
>> >
>> > Thanks,
>> > John Halley Gotway
>> >
>> > On Tue, Feb 2, 2021 at 10:31 PM HARVIR SINGH via RT
<met_help at ucar.edu>
>> > wrote:
>> >
>> > >
>> > > Tue Feb 02 22:30:37 2021: Request 98517 was acted upon.
>> > > Transaction: Ticket created by harviriitkgp at gmail.com
>> > >        Queue: met_help
>> > >      Subject: Request for plotting scripts
>> > >        Owner: Nobody
>> > >   Requestors: harviriitkgp at gmail.com
>> > >       Status: new
>> > >  Ticket <URL:
https://rt.rap.ucar.edu/rt/Ticket/Display.html?id=98517
>> >
>> > >
>> > >
>> > > Dear MET_HELP,
>> > >
>> > > I'm facing issues with plotting Rscripts (plot_cnt.R,
plot_mpr.R,
>> > > mode_summary.R and mode_quilt_plot.R) which are available on
web are
>> not
>> > > valid for latest versions of METv9.1. Please send me the
updated list
>> of
>> > > plotting Rscripts and update same on the website as well.
Prompt reply
>> > will
>> > > be appreciated.
>> > > *     Regards*
>> > > ===========================================
>> > >       HARVIR SINGH  / हरवीर सिंह
>> > >       Project Scientist- 'C' / परियोजना वैज्ञानिक 'स'
>> > >       National Centre for Medium Range Weather Forecasting /
>> राष्‍ट्रीय
>> > > मध्यम अवधि मौसम पूर्वानुमान केन्द्र
>> > >       (Ministry of Earth Sciences/पृथ्वी विज्ञान मंत्रालय )
>> > >       A-50, Sector-62, NOIDA / ए-50, खण्ड-62 नोएडा,
>> > >       UTTAR PRADESH /उत्तर प्रदेश
>> > >       INDIA/ भारत
>> > >       harvir at ncmrwf.gov.in,
>> > >       Contact +91-120-2419443 (O), extn. 443
>> > >       Mobile No. +91-9540042780
>> > >       http://www.harvir007.webs.com
>> > > ===========================================
>> > >
>> > >
>> >
>> >
>>
>>

------------------------------------------------
Subject: Request for plotting scripts
From: HARVIR SINGH
Time: Mon Feb 08 22:43:11 2021

Great, thanks!
*     Regards*
===========================================
      HARVIR SINGH  / हरवीर सिंह
      Project Scientist- 'C' / परियोजना वैज्ञानिक 'स'
      National Centre for Medium Range Weather Forecasting /
राष्‍ट्रीय
मध्यम अवधि मौसम पूर्वानुमान केन्द्र
      (Ministry of Earth Sciences/पृथ्वी विज्ञान मंत्रालय )
      A-50, Sector-62, NOIDA / ए-50, खण्ड-62 नोएडा,
      UTTAR PRADESH /उत्तर प्रदेश
      INDIA/ भारत
      harvir at ncmrwf.gov.in,
      Contact +91-120-2419443 (O), extn. 443
      Mobile No. +91-9540042780
      http://www.harvir007.webs.com
===========================================


On Mon, Feb 8, 2021 at 9:50 PM John Halley Gotway via RT
<met_help at ucar.edu>
wrote:

> And to double-check, I did run that script on the data you sent,
which
> produced the attached pdf.
>
> Looks like it all worked fine on my machine:
>
> Rscript plot_cnt.R -met_base
> /Volumes/d1/projects/MET/MET_development/MET-develop/met/share/met
> *_cnt.txt
>
> Thanks,
> John
>
> On Mon, Feb 8, 2021 at 9:16 AM John Halley Gotway <johnhg at ucar.edu>
wrote:
>
> > Harvir,
> >
> > We actually found/fixed this issue late last week when testing the
> Rscript
> > changes for inclusion in the MET repository.
> >
> > Please try testing one more time. I updated the link on the MET
website (
> >
> http://dtcenter.org/community-code/model-evaluation-tools-
met/sample-analysis-scripts
> )
> > to point directly to the script in MET repository:
> >
> >
>
https://raw.githubusercontent.com/dtcenter/MET/develop/met/scripts/Rscripts/plot_cnt.R
> >
> > Here's the GitHub issue and pull request for these changes:
> > https://github.com/dtcenter/MET/issues/1653
> > https://github.com/dtcenter/MET/pull/1654
> >
> > Sorry for the trouble. The problem was based on the version of R.
My Mac
> > was using a newer version on which the script really did work. But
it
> > didn't work with an older version of R.
> >
> > Thanks,
> > John
> >
> > On Sat, Feb 6, 2021 at 9:28 AM HARVIR SINGH via RT
<met_help at ucar.edu>
> > wrote:
> >
> >>
> >> <URL: https://rt.rap.ucar.edu/rt/Ticket/Display.html?id=98517 >
> >>
> >> Hello Dr. John,
> >>
> >> Sorry for the late reply,
> >> Actually the plot_cnt.R provided by you is not working for me.
and
> giving
> >> me the following error...
> >>
> >> [1] "Found: 1 CNT lines"
> >> [1] "Reading:
> >>
> >>
> ../output/INDIA/gfs_jjas/20200809/grid_stat_GFS-
dmo_APCP_240000L_20200809_223000V_cnt.txt"
> >> [1] "Found: 1 CNT lines"
> >> [1] "Reading:
> >>
> >>
> ../output/INDIA/gfs_jjas/20200809/grid_stat_GFS-
dmo_APCP_480000L_20200809_223000V_cnt.txt"
> >> [1] "Found: 1 CNT lines"
> >> [1] "Reading:
> >>
> >>
> ../output/INDIA/gfs_jjas/20200809/grid_stat_GFS-
dmo_APCP_720000L_20200809_223000V_cnt.txt"
> >> [1] "Found: 1 CNT lines"
> >> [1] "Reading:
> >>
> >>
> ../output/INDIA/gfs_jjas/20200809/grid_stat_GFS-
dmo_APCP_960000L_20200809_223000V_cnt.txt"
> >> [1] "Found: 1 CNT lines"
> >> [1] "Reading:
> >>
> >>
> ../output/INDIA/gfs_jjas/20200809/grid_stat_GFS-
exp_APCP_1200000L_20200809_223000V_cnt.txt"
> >> [1] "Found: 1 CNT lines"
> >> [1] "Reading:
> >>
> >>
> ../output/INDIA/gfs_jjas/20200809/grid_stat_GFS-
exp_APCP_240000L_20200809_223000V_cnt.txt"
> >> [1] "Found: 1 CNT lines"
> >> [1] "Reading:
> >>
> >>
> ../output/INDIA/gfs_jjas/20200809/grid_stat_GFS-
exp_APCP_480000L_20200809_223000V_cnt.txt"
> >> [1] "Found: 1 CNT lines"
> >> [1] "Reading:
> >>
> >>
> ../output/INDIA/gfs_jjas/20200809/grid_stat_GFS-
exp_APCP_720000L_20200809_223000V_cnt.txt"
> >> [1] "Found: 1 CNT lines"
> >> [1] "Reading:
> >>
> >>
> ../output/INDIA/gfs_jjas/20200809/grid_stat_GFS-
exp_APCP_960000L_20200809_223000V_cnt.txt"
> >> [1] "Found: 1 CNT lines"
> >> Error in strsplit(data[1, 1], "\\.") : non-character argument
> >> Calls: unlist -> strsplit
> >> Execution halted
> >>
> >>
> >> Then I tried to update the old script and it's updated (Version
9.1)
> >> successfully for me. I'm attaching my updated version
> (plot_cnt_harvir.R)
> >> and my MET OUTPUT files. You can update the website if my
Rscripts is
> >> working for you.
> >>
> >> *     Regards*
> >> ===========================================
> >>       HARVIR SINGH  / हरवीर सिंह
> >>       Project Scientist- 'C' / परियोजना वैज्ञानिक 'स'
> >>       National Centre for Medium Range Weather Forecasting /
राष्‍ट्रीय
> >> मध्यम अवधि मौसम पूर्वानुमान केन्द्र
> >>       (Ministry of Earth Sciences/पृथ्वी विज्ञान मंत्रालय )
> >>       A-50, Sector-62, NOIDA / ए-50, खण्ड-62 नोएडा,
> >>       UTTAR PRADESH /उत्तर प्रदेश
> >>       INDIA/ भारत
> >>       harvir at ncmrwf.gov.in,
> >>       Contact +91-120-2419443 (O), extn. 443
> >>       Mobile No. +91-9540042780
> >>       http://www.harvir007.webs.com
> >> ===========================================
> >>
> >>
> >> On Thu, Feb 4, 2021 at 12:25 AM John Halley Gotway via RT <
> >> met_help at ucar.edu>
> >> wrote:
> >>
> >> > Hello Harvir,
> >> >
> >> > I see that you've found that the sample R scripts on the MET
website (
> >> >
> >> >
> >>
> http://dtcenter.org/community-code/model-evaluation-tools-
met/sample-analysis-scripts
> >> > )
> >> > do NOT work for MET version 9.1.
> >> >
> >> > Looking at those scripts, I see that they haven't been updated
since
> MET
> >> > version 6.0. Unfortunately, those scripts contain hard-coded
column
> >> header
> >> > names!  And if those hard-coded headers do not match the
version of
> the
> >> > data you're processing, you'll get unexpected results.
> >> >
> >> > I'm a bit torn on how to address this issue. Big picture, the
> METplotpy
> >> > repository (https://github.com/dtcenter/METplotpy) is intended
to
> >> replace
> >> > our use of R for plotting output from MET. That being said,
there is
> no
> >> > exact replacement for this Rscript. So I don't have an easy
python
> >> > alternative to send you.
> >> >
> >> > Let's test this way. I just updated plot_cnt.R to parse the
version
> from
> >> > the data being read. Then it grabs the headers for that version
from
> the
> >> > MET installation directory. This requires you to define:
> >> > -met_base on the command line... or ... MET_BASE as an
environment
> >> > variable.
> >> > You should define that as {MET INSTALLATION
DIRECTORY}/share/met.
> >> >
> >> > I tested it like this:
> >> > Rscript new/plot_cnt.R out/point_stat/*.stat  -met_base
> >> > /Volumes/d1/projects/MET/MET_development/MET-
develop/met/share/met
> >> >
> >> > Once you confirm that this version works for you, I'll post it
to the
> >> MET
> >> > website and update the other Rscripts in a similar fashion.
> >> >
> >> > Thanks,
> >> > John Halley Gotway
> >> >
> >> > On Tue, Feb 2, 2021 at 10:31 PM HARVIR SINGH via RT <
> met_help at ucar.edu>
> >> > wrote:
> >> >
> >> > >
> >> > > Tue Feb 02 22:30:37 2021: Request 98517 was acted upon.
> >> > > Transaction: Ticket created by harviriitkgp at gmail.com
> >> > >        Queue: met_help
> >> > >      Subject: Request for plotting scripts
> >> > >        Owner: Nobody
> >> > >   Requestors: harviriitkgp at gmail.com
> >> > >       Status: new
> >> > >  Ticket <URL:
> https://rt.rap.ucar.edu/rt/Ticket/Display.html?id=98517
> >> >
> >> > >
> >> > >
> >> > > Dear MET_HELP,
> >> > >
> >> > > I'm facing issues with plotting Rscripts (plot_cnt.R,
plot_mpr.R,
> >> > > mode_summary.R and mode_quilt_plot.R) which are available on
web are
> >> not
> >> > > valid for latest versions of METv9.1. Please send me the
updated
> list
> >> of
> >> > > plotting Rscripts and update same on the website as well.
Prompt
> reply
> >> > will
> >> > > be appreciated.
> >> > > *     Regards*
> >> > > ===========================================
> >> > >       HARVIR SINGH  / हरवीर सिंह
> >> > >       Project Scientist- 'C' / परियोजना वैज्ञानिक 'स'
> >> > >       National Centre for Medium Range Weather Forecasting /
> >> राष्‍ट्रीय
> >> > > मध्यम अवधि मौसम पूर्वानुमान केन्द्र
> >> > >       (Ministry of Earth Sciences/पृथ्वी विज्ञान मंत्रालय )
> >> > >       A-50, Sector-62, NOIDA / ए-50, खण्ड-62 नोएडा,
> >> > >       UTTAR PRADESH /उत्तर प्रदेश
> >> > >       INDIA/ भारत
> >> > >       harvir at ncmrwf.gov.in,
> >> > >       Contact +91-120-2419443 (O), extn. 443
> >> > >       Mobile No. +91-9540042780
> >> > >       http://www.harvir007.webs.com
> >> > > ===========================================
> >> > >
> >> > >
> >> >
> >> >
> >>
> >>
>
>

------------------------------------------------


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