[ncl-talk] Incorrect significance plot
Ipshita Majhi
ipmajhi at alaska.edu
Tue Feb 2 11:35:58 MST 2016
Dear NCL,
I calculated correlation and am trying to plot the significance plot. The
significance plot , is not plotting correctly, it is giving no significance
where there is high correlation and vice versa. It will be great if you
could point out where I am going wrong.
Best Regards
Ipshita
;=============================================
; Reading data
;=============================================
a=addfile("~/Documents/SST/Monthly/sst.mnmean.v4.nc","r")
JJAS
=asciiread("~/Documents/SST/Monthly/jjas_1871_2012.txt",(/142,1/),"float")
;============================================
;Extracting JJAS for 1967 to 2012
;============================================
JJAS_1967_2012=JJAS(96:141,0)
e=transpose(transpose(JJAS_1967_2012))
;=============================================
;The dataset goes from 1854-2015
sst=a->sst
copy_VarAtts(a,sst)
copy_VarCoords_1(a,sst)
;============================================
;Extracting sea surface temperature
sst=a->sst
;Extracting 1967-2012 for SST
sst_1967_2012=sst(1356:1907,:,:)
copy_VarAtts(sst,sst_1967_2012)
copy_VarCoords_1(a,sst_1967_2012)
;============================================
;Extracting 1871 to 2012 SST
Dec_sst = new((/46,89,180/),float)
Dec_sst at _FillValue = -9.9621e+36
;==========================================
;Extracting SST for each month
;========================================
do nyr=0,551,12
Dec_sst(nyr/12,:,:) =sst_1967_2012(nyr+11,:,:)
end do
copy_VarAtts(sst_1967_2012,Dec_sst)
copy_VarCoords_1(sst_1967_2012,Dec_sst)
;=======================================
;Reordering
;=======================================
Dec_reorder=Dec_sst(lat|:,lon|:,time|:)
Dec_reorder at _FillValue = -9.9621e+36
copy_VarAtts(Dec_sst,Dec_reorder)
copy_VarCoords_1(Dec_sst,Dec_reorder)
;=====================================
;======================================
;Calculating Correlation
;======================================
corr_dec=escorc(Dec_reorder,e)
copy_VarCoords_1(Dec_reorder,corr_dec)
;===========================================
;Calculating significance
prob_dec = rtest(corr_dec(:,:,0),46,0)
copy_VarCoords_1(Dec_reorder,prob_dec)
prob_dec at _FillValue = -9.9621e+36
;==============================================
; Now plotting the Significance
wks = gsn_open_wks("pdf","Significance_test")
gsn_define_colormap(wks,"testcmap") ; choose colormap
res = True ; make plot mods
res at gsnDraw = True
res at gsnFrame = True
res at cnFillOn = True ; turn on color
res at gsnSpreadColors = True ; use full colormap
res at lbLabelAutoStride = True ; automatic lb label stride
res at cnLinesOn = False ; turn off contour lines
res at cnLevelSelectionMode = "ManualLevels" ; manually set cnlev
res at cnMinLevelValF = -1 ; min level
res at cnMaxLevelValF = 1 ; max level
res at cnLevelSpacingF = 0.1 ; contour level spacing
res at tiMainString = "Dec SST with JJAS rainfall Regular 1967-2012"
plot= gsn_csm_contour_map_ce(wks,prob_dec,res)
;===========================================
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