[ncl-talk] 95% confidence interval

Kunal Bali kunal.bali9 at gmail.com
Sat Feb 2 10:13:52 MST 2019


Dear NCL users,

for computing 95% CI, I used the following code.
In that, I am trying to first calculate the 95% CI and then overlay (with
pattern/shading fill) with the other plot. But I am not getting the 95%
area over the high correlation area. So, could you please let me know
whether I am using the correct code or not.
The result is also attached herewith.


;**********************************************
;Calculating significance
;**********************************************

 prob_Dec=rtest(ccr,24,0)
 sig_Dec =100*(1-prob_Dec)

printVarSummary(sig_Dec)

 copy_VarAtts(ts2, sig_Dec)
 copy_VarCoords_1(ts1,sig_Dec)

 sig_Dec = mask(sig_Dec, sig_Dec.ge.100,False)
 sig_Dec = mask(sig_Dec, sig_Dec.lt.90,False)


  res2=True
  res2 at gsnLeftString     = ""
  res2 at gsnRightString     = ""
  res2 at gsnDraw              = False           ; Do not draw plot
  res2 at gsnFrame             = False           ; Do not advance frome
  ;res2 at cnMonoFillColor      = False
  res2 at cnLinesOn            = False    ; turn off contour lines
  res2 at lbLabelBarOn         = False                            ; turn off
label bar
  res2 at cnFillColor          = "black"
  res2 at cnLevelSelectionMode = "ManualLevels"   ; manually specify contour
levels
  res2 at cnMinLevelValF       = 90             ; min level
  res2 at cnMaxLevelValF       = 100             ; max level
  res2 at cnLevelSpacingF      =  1              ; contour interval
  res2 at gsnSpreadColors      = False


   plotB=gsn_csm_contour(wks,sig_Dec, res2) ; contours are at 90,100

   opt = True
   opt at gsnShadeFillType = "pattern" ; pattern fill
   opt at gsnShadeHigh =16     ; use pattern #2
   opt at gsnShadeFillDotSizeF =  2
   plotc=gsn_contour_shade(plotB,-999.,90.,opt)


  pmres                        =  True
  pmres at gsMarkerColor          = "white"       ;-- marker color
  pmres at gsMarkerSizeF          =  50       ;-- set size of marker
  pmres at gsLineThicknessF       =  46.          ;-- marker line thickness
  pmres at gsMarkerIndex          = 1
  pmres at gsFillColor            = "white"


SUMMARY:

Variable: ts1

Type: float

Total Size: 389486592 bytes

            97371648 values

Number of Dimensions: 3

Dimensions and sizes: [lat | 2112] x [lon | 1921] x [time | 24]

Coordinates:

            lat: [5.0078125..37.9921875]

            lon: [  68..  98]

            time: [9465090..9465113]

Number Of Attributes: 8

  vmin : -1e+15

  vmax : 1e+15

  fmissing_value : 1e+15

  missing_value : 1e+15

  _FillValue : 1e+15

  units : kg m-3



Variable: ts2

Type: float

Total Size: 389486592 bytes

            97371648 values

Number of Dimensions: 3

Dimensions and sizes: [lat | 2112] x [lon | 1921] x [time | 24]

Coordinates:

            lat: [5.0078125..37.9921875]

            lon: [  68..  98]

            time: [9466530..9466553]

Number Of Attributes: 8

  vmin : -1e+15

  vmax : 1e+15

  fmissing_value : 1e+15

  missing_value : 1e+15

  _FillValue : 1e+15

  units : m



Variable: ccr

Type: float

Total Size: 16228608 bytes

            4057152 values

Number of Dimensions: 2

Dimensions and sizes: [2112] x [1921]

Coordinates:

Number Of Attributes: 1

  _FillValue : 1e+15

(0) min=-0.996108   max=0.325499


Variable: sig_Dec

Type: float

Total Size: 16228608 bytes

            4057152 values

Number of Dimensions: 2

Dimensions and sizes: [2112] x [1921]

Coordinates:




---
Kunal
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