<div dir="ltr">The attached graphics should have accompanied my earlier mail. One has the usual wrf-ncl graphics titling and the other has titling from my modified script.</div><div id="DAB4FAD8-2DD7-40BB-A1B8-4E2AA1F9FDF2"><br>
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</table><a href="#DAB4FAD8-2DD7-40BB-A1B8-4E2AA1F9FDF2" width="1" height="1"></a></div><br><div class="gmail_quote"><div dir="ltr" class="gmail_attr">On Thu, Apr 7, 2022 at 9:13 PM Zilore Mumba <<a href="mailto:zmumba@gmail.com">zmumba@gmail.com</a>> wrote:<br></div><blockquote class="gmail_quote" style="margin:0px 0px 0px 0.8ex;border-left:1px solid rgb(204,204,204);padding-left:1ex"><div dir="ltr"><p class="MsoNormal" style="margin:0cm;line-height:15pt;font-size:12pt;font-family:Arial,sans-serif">Firstly, my sincere apologies for this very long mail.</p>

<p class="MsoNormal" style="margin:6pt 0cm 0cm;line-height:15pt;font-size:12pt;font-family:Arial,sans-serif">Coming from a weather forecasting
background, it is preferable to have the title on the graphic as, e.g.</p>

<p class="MsoNormal" style="margin:6pt 0cm 0cm;line-height:15pt;font-size:12pt;font-family:Arial,sans-serif">WRF Surface Pressure, Winds and
Temperatures</p>

<p class="MsoNormal" style="margin:0cm;line-height:15pt;font-size:12pt;font-family:Arial,sans-serif">Valid at 06Z on 2022-04-07, From 00Z on 2022-04-07"</p>

<p class="MsoNormal" style="margin:6pt 0cm 0cm;line-height:15pt;font-size:12pt;font-family:Arial,sans-serif">This quickly tells the forecaster
1) what he/she is looking at, 2) the validity time and date, and 3) the model initiation
time and date.</p>

<p class="MsoNormal" style="margin:6pt 0cm 0cm;line-height:15pt;font-size:12pt;font-family:Arial,sans-serif">The current titling and subtitling
in wrf-ncl scripts is not convenient for a forecasting setup.</p>

<p class="MsoNormal" style="margin:6pt 0cm 0cm;line-height:15pt;font-size:12pt;font-family:Arial,sans-serif">In the script below I have stripped
off the ncl hard-coded titles, mainly with ”opts@FieldTitle = " " and
opts@PlotLevelID = " ", and then setting all units to “”</p>

<p class="MsoNormal" style="margin:6pt 0cm 0cm;line-height:15pt;font-size:12pt;font-family:Arial,sans-serif">Not knowing how to extract part of
a file name in ncl, I have used perl to extract yyyy-mm-dd and hh from
wrfout_d01_yyy-mm-dd_hh:mm:ss. These are written to files and are like below</p>

<p class="MsoNormal" style="margin:6pt 0cm 0cm;line-height:15pt;font-size:12pt;font-family:Arial,sans-serif">Variable: data1</p>

<p class="MsoNormal" style="margin:6pt 0cm 0cm;line-height:15pt;font-size:12pt;font-family:Arial,sans-serif">Type: string</p>

<p class="MsoNormal" style="margin:6pt 0cm 0cm;line-height:15pt;font-size:12pt;font-family:Arial,sans-serif">Total Size: 104 bytes</p>

<p class="MsoNormal" style="margin:6pt 0cm 0cm;line-height:15pt;font-size:12pt;font-family:Arial,sans-serif">            13 values</p>

<p class="MsoNormal" style="margin:6pt 0cm 0cm;line-height:15pt;font-size:12pt;font-family:Arial,sans-serif">Number of Dimensions: 1</p>

<p class="MsoNormal" style="margin:6pt 0cm 0cm;line-height:15pt;font-size:12pt;font-family:Arial,sans-serif">Dimensions and sizes:        [13]</p>

<p class="MsoNormal" style="margin:6pt 0cm 0cm;line-height:15pt;font-size:12pt;font-family:Arial,sans-serif">Coordinates: </p>

<p class="MsoNormal" style="margin:6pt 0cm 0cm;line-height:15pt;font-size:12pt;font-family:Arial,sans-serif">Number Of Attributes: 1</p>

<p class="MsoNormal" style="margin:6pt 0cm 0cm;line-height:15pt;font-size:12pt;font-family:Arial,sans-serif"> 
_FillValue :  missing</p>

<p class="MsoNormal" style="margin:6pt 0cm 0cm;line-height:15pt;font-size:12pt;font-family:Arial,sans-serif">(0)       2022-03-28</p>

<p class="MsoNormal" style="margin:6pt 0cm 0cm;line-height:15pt;font-size:12pt;font-family:Arial,sans-serif">(1)       2022-03-28</p>

<p class="MsoNormal" style="margin:6pt 0cm 0cm;line-height:15pt;font-size:12pt;font-family:Arial,sans-serif">(2)       2022-03-28</p>

<p class="MsoNormal" style="margin:6pt 0cm 0cm;line-height:15pt;font-size:12pt;font-family:Arial,sans-serif">(3)       2022-03-28</p>

<p class="MsoNormal" style="margin:6pt 0cm 0cm;line-height:15pt;font-size:12pt;font-family:Arial,sans-serif">(4)       2022-03-28</p>

<p class="MsoNormal" style="margin:6pt 0cm 0cm;line-height:15pt;font-size:12pt;font-family:Arial,sans-serif">(5)       2022-03-28</p>

<p class="MsoNormal" style="margin:6pt 0cm 0cm;line-height:15pt;font-size:12pt;font-family:Arial,sans-serif">(6)       2022-03-28</p>

<p class="MsoNormal" style="margin:6pt 0cm 0cm;line-height:15pt;font-size:12pt;font-family:Arial,sans-serif">(7)       2022-03-28</p>

<p class="MsoNormal" style="margin:6pt 0cm 0cm;line-height:15pt;font-size:12pt;font-family:Arial,sans-serif">(8)       2022-03-28</p>

<p class="MsoNormal" style="margin:6pt 0cm 0cm;line-height:15pt;font-size:12pt;font-family:Arial,sans-serif">(9)       2022-03-28</p>

<p class="MsoNormal" style="margin:6pt 0cm 0cm;line-height:15pt;font-size:12pt;font-family:Arial,sans-serif"> </p>

<p class="MsoNormal" style="margin:6pt 0cm 0cm;line-height:15pt;font-size:12pt;font-family:Arial,sans-serif">Variable: data2</p>

<p class="MsoNormal" style="margin:6pt 0cm 0cm;line-height:15pt;font-size:12pt;font-family:Arial,sans-serif">Type: string</p>

<p class="MsoNormal" style="margin:6pt 0cm 0cm;line-height:15pt;font-size:12pt;font-family:Arial,sans-serif">Total Size: 104 bytes</p>

<p class="MsoNormal" style="margin:6pt 0cm 0cm;line-height:15pt;font-size:12pt;font-family:Arial,sans-serif">            13 values</p>

<p class="MsoNormal" style="margin:6pt 0cm 0cm;line-height:15pt;font-size:12pt;font-family:Arial,sans-serif">Number of Dimensions: 1</p>

<p class="MsoNormal" style="margin:6pt 0cm 0cm;line-height:15pt;font-size:12pt;font-family:Arial,sans-serif">Dimensions and sizes:        [13]</p>

<p class="MsoNormal" style="margin:6pt 0cm 0cm;line-height:15pt;font-size:12pt;font-family:Arial,sans-serif">Coordinates: </p>

<p class="MsoNormal" style="margin:6pt 0cm 0cm;line-height:15pt;font-size:12pt;font-family:Arial,sans-serif">Number Of Attributes: 1</p>

<p class="MsoNormal" style="margin:6pt 0cm 0cm;line-height:15pt;font-size:12pt;font-family:Arial,sans-serif"> 
_FillValue :  missing</p>

<p class="MsoNormal" style="margin:6pt 0cm 0cm;line-height:15pt;font-size:12pt;font-family:Arial,sans-serif">(0)       00</p>

<p class="MsoNormal" style="margin:6pt 0cm 0cm;line-height:15pt;font-size:12pt;font-family:Arial,sans-serif">(1)       01</p>

<p class="MsoNormal" style="margin:6pt 0cm 0cm;line-height:15pt;font-size:12pt;font-family:Arial,sans-serif">(2)       02</p>

<p class="MsoNormal" style="margin:6pt 0cm 0cm;line-height:15pt;font-size:12pt;font-family:Arial,sans-serif">(3)       03</p>

<p class="MsoNormal" style="margin:6pt 0cm 0cm;line-height:15pt;font-size:12pt;font-family:Arial,sans-serif">(4)       04</p>

<p class="MsoNormal" style="margin:6pt 0cm 0cm;line-height:15pt;font-size:12pt;font-family:Arial,sans-serif">(5)       05</p>

<p class="MsoNormal" style="margin:6pt 0cm 0cm;line-height:15pt;font-size:12pt;font-family:Arial,sans-serif">(6)       06</p>

<p class="MsoNormal" style="margin:6pt 0cm 0cm;line-height:15pt;font-size:12pt;font-family:Arial,sans-serif">(7)       07</p>

<p class="MsoNormal" style="margin:6pt 0cm 0cm;line-height:15pt;font-size:12pt;font-family:Arial,sans-serif">(8)       08</p>

<p class="MsoNormal" style="margin:6pt 0cm 0cm;line-height:15pt;font-size:12pt;font-family:Arial,sans-serif">(9)       09</p>

<p class="MsoNormal" style="margin:6pt 0cm 0cm;line-height:15pt;font-size:12pt;font-family:Arial,sans-serif">(10)     10</p>

<p class="MsoNormal" style="margin:6pt 0cm 0cm;line-height:15pt;font-size:12pt;font-family:Arial,sans-serif">(11)     11</p>

<p class="MsoNormal" style="margin:6pt 0cm 0cm;line-height:15pt;font-size:12pt;font-family:Arial,sans-serif">(12)     12</p>

<p class="MsoNormal" style="margin:6pt 0cm 0cm;line-height:15pt;font-size:12pt;font-family:Arial,sans-serif">If anyone can assist</p>

<p style="margin:6pt 0cm 0.0001pt 21.3pt;line-height:15pt;font-size:12pt;font-family:Arial,sans-serif"><span style="background-color:rgb(0,0,255)"><font color="#f3f3f3">1.<span style="font-variant-numeric:normal;font-variant-east-asian:normal;font-stretch:normal;font-size:7pt;line-height:normal;font-family:"Times New Roman"">     </span>how
to read data1 and data2 into 1d subscripted arrays</font></span></p>

<p style="margin:6pt 0cm 0.0001pt 21.3pt;line-height:15pt;font-size:12pt;font-family:Arial,sans-serif"><span style="background-color:rgb(0,0,255)"><font color="#f3f3f3">2.<span style="font-variant-numeric:normal;font-variant-east-asian:normal;font-stretch:normal;font-size:7pt;line-height:normal;font-family:"Times New Roman"">     </span>how
to correctly position the main title, if possible</font></span></p>

<p style="margin:6pt 0cm 0.0001pt 21.3pt;line-height:15pt;font-size:12pt;font-family:Arial,sans-serif"> </p>

<p style="margin:6pt 0cm 0.0001pt;line-height:15pt;font-size:12pt;font-family:Arial,sans-serif">I
know ncl scripts are being migrated to python, so this may not be interesting.</p><div><br></div><div><br>;   Example script to produce plots for a WRF real-data run,<br>;   with the ARW coordinate dynamics option.<br>;   Interpolating to specified pressure levels<br><br>load "$NCARG_ROOT/lib/ncarg/nclscripts/csm/gsn_code.ncl"<br>load "$NCARG_ROOT/lib/ncarg/nclscripts/wrf/WRFUserARW.ncl"<br><br>begin<br>;<br>; The WRF ARW input file.  <br>     DATADir = "/home/zmumba/DA/OUTPUT/2022022800/noda/"<br>     FILES = systemfunc (" ls -1 " + DATADir + "wrfout_d01* ")<br>     numFILES = dimsizes(FILES)<br><br>     files_all = addfiles(FILES+".nc","r")<br><br><br>; Perl script takes the files and extracts yyyy-mm-dd and hh<br>;-----------------------------------------------------------<br>  system("perl /home/zmumba/DA/SCRIPTS/03_Ncl_Scripts/<a href="http://sort_files.pl" target="_blank">sort_files.pl</a>")<br><br>  data1 = asciiread("/home/zmumba/DA/SCRIPTS/03_Ncl_Scripts/datesfile.txt",-1,"string")<br>  data2 = asciiread("/home/zmumba/DA/SCRIPTS/03_Ncl_Scripts/timesfile.txt",-1,"string")<br><br><br>; Need to read files above into a 1d array to be used in title<br>;,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,<br><br><br>;Code below does not work<br>;-------------------------<br>  ; Init_date = date1(0)<br>  ; Init_time = date2(0)<br>;,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,<br>  ;do i = 0, numFILES-1<br>  ;   valid_date(i) = data1(i)<br>  ;   valid_time(i) = data2(i)<br>  ;   print(valid_time(i))<br>  ;end do<br>;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;<br><br>; We generate plots, but what kind do we prefer?<br>;  type = "x11"<br>;  type = "pdf"<br>; type = "ps"<br>; type = "ncgm"<br>  type = "png"<br>;  wks = gsn_open_wks(type,"plt_PressureLevel1")<br><br>;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;<br><br>; What times and how many time steps are in the data set?<br>; get time information and strip out the day and hour<br>  times_in_file = files_all[:]->Times<br><br>  dims = dimsizes (times_in_file)<br>  ntimes = dims(0)<br><br>  times_to_use = new(dims(0),string)     ;create empty array<br><br>  do i=0,dims(0)-1<br>    times_to_use(i) = chartostring(times_in_file(i,8:12))<br>    print(times_to_use(i))<br>  end do<br>;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;<br><br>; Set some Basic Plot options<br>  res = True<br>  ;res@NoHeaderFooter = True<br><br>  res@MainTitle  = "WRF Surface Pressure, Winds and Temperatures ~C~ Valid at Valid_time(i)Z on Valid_date(i) From Init_time Z on Init_date"<br>  res@tiMainOffsetXF = 6.0<br>  res@InitTime   = False<br>  res@Footer = False<br><br>  pltres = True<br>  mpres = True<br>  mpres@mpFillOn                    = False        ; turn off gray fill<br>  mpres@mpOutlineBoundarySets       = "National"   ; turn on country boundaries<br>  mpres@mpGeophysicalLineColor      = "Navy"       ; color of cont. outlines<br>  mpres@mpGeophysicalLineThicknessF = 1.5          ; thickness of outlines<br>  mpres@mpNationalLineColor         = "Black"<br>  mpres@mpNationalLineThicknessF    = 2.5          ; turn on country boundaries<br><br>  mpres@mpDataBaseVersion           = "MediumRes"  ; choose higher resolution<br>  mpres@mpDataSetName               = "Earth..4"   ; choose most recent boundaries<br><br>  mpres@mpMaxLatF                   = -4           ; choose subregion<br>  mpres@mpMinLatF                   = -21<br>  mpres@mpMaxLonF                   =  37<br>  mpres@mpMinLonF                   =  21<br><br>;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;<br><br>; The specific pressure levels that we want the data interpolated to.<br>  pressure_levels = (/ 850., 700., 500., 300./)   ; pressure levels to plot<br>  nlevels         = dimsizes(pressure_levels)     ; number of pressure levels<br><br>;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;<br><br>;  VTlab = (/ "T+00", T+00", "T+06", "T+12", "T+18", "T+24", "T+30", "T+36", "T+42", "T+48"/)   ; Validity for file name <br><br>  do it = 0,ntimes(0)-1,2             ; TIME LOOP<br><br>    print("Working on time: " +  times_to_use(it) )<br>    ;res@TimeLabel =  times_to_use(it)   ; Set Valid time to use on plots<br><br>;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;<br>; First get the variables we will need        <br><br>    tc = wrf_user_getvar(files_all,"tc",it)        ; T in C<br>    u  = wrf_user_getvar(files_all,"ua",it)        ; u averaged to mass points<br>    v  = wrf_user_getvar(files_all,"va",it)        ; v averaged to mass points<br>    p  = wrf_user_getvar(files_all, "pressure",it) ; pressure is our vertical coordinate<br>    z  = wrf_user_getvar(files_all, "z",it)        ; grid point height<br>    rh = wrf_user_getvar(files_all,"rh",it)        ; relative humidity<br><br>    tc@units = ""<br>      u@units = ""<br>        v@units = ""<br>        p@units = ""<br>        z@units = ""<br>        rh@units = ""<br>;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;<br><br>    do level = 0,nlevels-1                 ; LOOP OVER LEVELS<br><br>      pressure = pressure_levels(level)<br><br>      tc_plane = wrf_user_intrp3d(tc,p,"h",pressure,0.,False)<br>      z_plane  = wrf_user_intrp3d( z,p,"h",pressure,0.,False)<br>      rh_plane = wrf_user_intrp3d(rh,p,"h",pressure,0.,False)<br>      u_plane  = wrf_user_intrp3d( u,p,"h",pressure,0.,False)<br>      v_plane  = wrf_user_intrp3d( v,p,"h",pressure,0.,False)<br><br>      spd     = (u_plane*u_plane + v_plane*v_plane)^(0.5) ; m/sec<br>      spd@description = "Wind Speed"<br>      ;spd@units = "m/s"<br>      spd@units = ""<br>      u_plane = u_plane*1.94386     ; kts<br>      v_plane = v_plane*1.94386     ; kts<br>      ;u_plane@units = "kts"<br>      ;v_plane@units = "kts"<br>      u_plane@units = ""<br>      v_plane@units = ""<br><br>      wks = gsn_open_wks(type,"Plots00-" + "P" + pressure_levels(level) + "_" + times_to_use(it) + "Z")   <br>      <br>      ; Plotting options for T                <br>        opts = res<br><br>        opts@cnLineColor = "Red"<br>        opts@ContourParameters = (/ 5.0 /)<br>        opts@cnInfoLabelOrthogonalPosF = 0.07  ; offset second label information<br>        opts@gsnContourLineThicknessesScale = 2.0<br>        opts@FieldTitle = ""       ; overwrite Field Title<br>               opts@PlotLevelID = ""<br>               opts@cnInfoLabelString = ""<br>        contour_tc = wrf_contour(files_all[it],wks,tc_plane,opts)<br>        delete(opts)<br><br>      ; Plotting options for RH                <br>        opts = res                          <br>        opts@cnFillOn = True  <br>        opts@pmLabelBarOrthogonalPosF = -0.1<br>        opts@ContourParameters = (/ 10., 90., 10./)<br>        opts@FieldTitle = ""       ; overwrite Field Title<br>              opts@PlotLevelID = ""<br>        opts@cnInfoLabelString = ""<br>        opts@cnFillColors = (/"White","White","White", \<br>                              "White","Chartreuse","Green",\<br>                              "Green3","Green4", \<br>                              "ForestGreen","PaleGreen4"/)<br>        contour_rh = wrf_contour(files_all[it],wks,rh_plane,opts)<br>        delete(opts)<br><br>      ; Plotting options for Wind Speed                <br>        opts = res                          <br>        opts@cnLineColor = "MediumSeaGreen"<br>        opts@ContourParameters = (/ 10. /)<br>        opts@cnInfoLabelOrthogonalPosF = 0.07  ; offset second label information<br>        opts@FieldTitle = ""       ; overwrite Field Title<br>          opts@PlotLevelID = ""<br>        opts@cnInfoLabelString = ""<br>        opts@gsnContourLineThicknessesScale = 3.0<br>        contour_spd = wrf_contour(files_all[it],wks,spd,opts)<br>        delete(opts)<br><br>      ; Plotting options for Wind Vectors                 <br>        opts = res          <br>        ;opts@FieldTitle = "Wind"   ; overwrite Field Title<br>        opts@FieldTitle = ""       ; overwrite Field Title<br>               opts@PlotLevelID = ""<br>        ;opts@cnInfoLabelString = ""<br>        opts@NumVectors = 47       ; wind barb density<br>        vector = wrf_vector(files_all[it],wks,u_plane,v_plane,opts)<br>        delete(opts)<br><br><br>      ; Plotting options for Geopotential Heigh<br>        opts_z = res                          <br>        opts_z@cnLineColor = "Blue"<br>        opts_z@FieldTitle = ""       ; overwrite Field Title<br>              opts_z@PlotLevelID = ""<br>        ;opts@cnInfoLabelString = ""<br>        opts_z@gsnContourLineThicknessesScale = 3.0<br><br><br>      ; MAKE PLOTS   <br>                                    <br>;        wks = gsn_open_wks(type,"plt_PressureLevel1"+level+it)<br><br>        if ( pressure .eq. 850 ) then   ; plot temp, rh, height, wind barbs<br>          opts_z@ContourParameters = (/ 20.0 /)<br>          contour_height = wrf_contour(files_all[it],wks,z_plane,opts_z)<br>          plot = wrf_map_overlays(files_all[it],wks,(/contour_rh,contour_tc,contour_height, \<br>                                    vector/),pltres,mpres)<br>        end if<br><br>        if ( pressure .eq. 700 ) then   ; plot temp, height, wind barbs<br>          opts_z@ContourParameters = (/ 30.0 /)<br>          contour_height = wrf_contour(files_all[it],wks, z_plane,opts_z)<br>          plot = wrf_map_overlays(files_all[it],wks,(/contour_tc,contour_height, \<br>                                    vector/),pltres,mpres)<br>        end if<br><br>        if ( pressure .eq. 500 ) then   ; plot temp, height, wind barbs<br>          opts_z@ContourParameters = (/ 60.0 /)<br>          contour_height = wrf_contour(files_all[it],wks, z_plane,opts_z)<br>          plot = wrf_map_overlays(files_all[it],wks,(/contour_tc,contour_height, \<br>                                    vector/),pltres,mpres)<br>        end if<br><br>        if ( pressure .eq. 300 ) then   ; plot windspeed, height, wind barbs<br>          opts_z@ContourParameters = (/ 60.0 /)<br>          contour_height = wrf_contour(files_all[it],wks, z_plane,opts_z)<br>          plot = wrf_map_overlays(files_all[it],wks,(/contour_spd,contour_height, \<br>                                    vector/),pltres,mpres)<br>        end if<br>        delete(opts_z)<br>;        delete(wks)<br><br>    end do      ; END OF LEVEL LOOP<br><br>;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;<br><br>  end do        ; END OF TIME LOOP<br><br>end<br></div></div><div id="gmail-m_-2536201397953271582DAB4FAD8-2DD7-40BB-A1B8-4E2AA1F9FDF2"><br>
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