[ncl-talk] Interpolation for taylor diagram
Adam Phillips
asphilli at ucar.edu
Tue Feb 28 11:36:15 MST 2017
Hi Sri,
The error message is telling you what the issue is:
fatal:linint2: The rightmost dimensions of fi must be nyi x nxi, where nyi
and nxi are the lengths of yi and xi respectively
fi is your input array, and the error message is saying that the rightmost
dimensions of fi must be equal to the sizes of the lon and lat arrays that
you pass in.
Thus, if you pass in your t2mw array to linint2 like this:
fo = linint2(t2mw&lon,t2mw&lat,t2mw, True, LON, LAT, 0)
should work as lon and lat are the 2 rightmost dimensions of t2mw. However,
if you pass in your airw array:
fo = linint2(airw&lon,airw&lat,airw, True, LON, LAT, 0)
You will get the referenced error message as time is the rightmost
dimension in airw. The solution is to reorder the dimensions in airw:
fo = linint2(airw&lon,airw&lat,airw(time|:,lat|:,lon|:), True, LON, LAT, 0)
Hope that helps. If you have any further questions please respond to the
ncl-talk email list and not to me personally.
Adam
On Tue, Feb 28, 2017 at 8:43 AM, Sri Nandini <snandini at marum.de> wrote:
> Thank you
>
> So i have cleaned out the commented statements, and the errors i am
> getting are these:
>
> fatal:linint2: The rightmost dimensions of fi must be nyi x nxi, where nyi
> and nxi are the lengths of yi and xi respectively
>
> printVarSummary(t2mw)
> Dimensions and sizes: [time | 100] x [lat | 192] x [lon | 288]
> printVarSummary(airw)
> Dimensions and sizes: [lat | 62] x [lon | 162] x [time | 100]
> It stops at the interpolation stage before even coming to the correlation
> section.
> Basically i am unsure of my interpolation method between observations and
> model output data.
>
> On Feb 24, 2017 4:28:11 PM, Dennis Shea wrote:
>
> I started to look at your code. However, it has lots of commented
> statements and, to me, it is not clear what is happening. Really, you
> should send only clean scripts. We like to help but we don't have the time
> to decipher codes.
>
> The commented
>
> ;cor1 = dim_avg_n_Wrap(pattern_cor( t2mw, airw, clat, 0), 0)
>
> contains
> http://www.ncl.ucar.edu/Document/Functions/
> Contributed/pattern_cor.shtml
>
> What is wrong with the following:
>
> printVarSummary(t2mw)
> printVarSummary(airw)
>
> pcor = pattern_cor( t2mw, airw, clat, 0)
> print(pcor)
>
>
>
> On Thu, Feb 23, 2017 at 9:03 AM, Sri Nandini <snandini at marum.de> wrote:
>
> Dear NCL community,
> Greetings!
>
> I am trying to plot seasonal (DJF) Taylor diagrams and have errors in
> interpolation my datasets on same grid.
> (a) read 2 data sets with different resolutions and regrid (modelled and
> obs temperature for a test)
> (b) calculate a pattern correlation
>
> My script is attached below ::
>
> ;=============================
> =====================================
> ;Taylor diagram calculations
> ;================================ interpolation onto common grid (of
> observational data)
> ;ncl pattern_cor between different size arrays
> t2mw = f->t2mw(0,0,:,{0:360}); remove cyclic point
> lon = f->lon({0:360})
> ;************************************************
> ; interpolate to new grid
> ;***********************************************
> newlat = fspan(-60.,60,24)
> newlon = fspan(0.,355.,72)
>
> newt2mw = linint2_Wrap(lon,t2mw&lat,t2mw,True,newlon,newlat,0)
>
> newt2mw!0 ="lat"
> newt2mw!1 = "lon"
> newt2mw&lat = newlat
> newt2mw&lon = newlon
> ;=============================
> =========================================centered Pattern correlation
> (coslat weighting has been done previously above)
> re=escorc(airw,newt2mw)
> ;cor1 = dim_avg_n_Wrap(pattern_cor( t2mw, airw, clat, 0), 0);rc =
> pattern_cor(x, y,gw, 0) ; gaussian weighting, centered
> mmd= (/cor1/)
> printVarSummary(mmd)
> ;================================Standard deviation
> ;================================
>
> ;pre0_Std = dim_avg_n_Wrap( dim_stddev_n_Wrap( t2mw, (/1,2/)), 0)
> ;std1 = dim_rmsd_Wrap(airw,t2mw, 0);computes rootmean square difference
> ;std1 = dim_rmsd_n(t2mw, airw, 0);
> std1 = dim_rmsd( t2mw(lat|:,lon|:,time|:), airw(lat|:,lon|:,time|:)
> ) ; ==> rmsdTime(nlat,nlon)
>
> ;rmsdTime = dim_rmsd_n( x, y, 0 )
> ; ==> no reordering needed
> ================================================================
> I had a look at other interpolation functions for correlations between
> different grids such a s:
>
> Assume *fi* is a 4D array dimensioned *ntim* x *nlvl* x *nlat* x *mlon* (
> *ntim*=50, *nlvl*=30, *nlat*=64, *mlon*=128), and that the rightmost
> dimension is to be treated as cyclic (the user should not add a cyclic
> point for the rightmost dimension).
>
> All times and levels will be interpolated and returned in a new array *fo*
> dimensioned *ntim* x *nlvl* x *73* x *144*:
>
> lon = (0., 2.8125, .... , 357,0125)
> lat = (-87.8638, ... ,87.8638)
>
> LON = (0., 2.5, ... , 357.5) ; length 144
> LAT = (-90.,87.5,...90.) ; length 73
>
> fo = *linint2_Wrap* (lon,lat,fi, True, LON,LAT, 0)
>
> Error:
>
> Deeply appreciated
>
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--
Adam Phillips
Associate Scientist, Climate and Global Dynamics Laboratory, NCAR
www.cgd.ucar.edu/staff/asphilli/ 303-497-1726
<http://www.cgd.ucar.edu/staff/asphilli>
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