|
1 ;***************************************************** |
|
2 ; combine scatter, histogram, global and zonal plots |
|
3 ; compute all correlation coef and M score |
|
4 ; add 1-to-1 line in scatter plots |
|
5 ;***************************************************** |
|
6 load "$NCARG_ROOT/lib/ncarg/nclscripts/csm/gsn_code.ncl.test" |
|
7 load "$NCARG_ROOT/lib/ncarg/nclscripts/csm/gsn_csm.ncl.test" |
|
8 load "$NCARG_ROOT/lib/ncarg/nclscripts/csm/contributed.ncl" |
|
9 ;***************************************************** |
|
10 procedure get_bin(RAIN1_1D[*]:numeric, NPP1_1D[*]:numeric \ |
|
11 ,RAIN2_1D[*]:numeric, NPP2_1D[*]:numeric \ |
|
12 ,xvalues[*][*]:numeric, yvalues[*][*]:numeric \ |
|
13 ,mn_yvalues[*][*]:numeric, mx_yvalues[*][*]:numeric \ |
|
14 ,dx4[1]:numeric \ |
|
15 ) |
|
16 begin |
|
17 ; Calculaee "nice" bins for binning the data in equally spaced ranges. |
|
18 ; input : RAIN1_1D, RAIN2_1D, NPP1_1D, NPP2_1D |
|
19 ; output: xvalues, yvalues, mn_yvalues, mx_yvalues,dx4 |
|
20 |
|
21 nbins = 15 ; Number of bins to use. |
|
22 |
|
23 nicevals = nice_mnmxintvl(min(RAIN1_1D),max(RAIN1_1D),nbins,True) |
|
24 nvals = floattoint((nicevals(1) - nicevals(0))/nicevals(2) + 1) |
|
25 range = fspan(nicevals(0),nicevals(1),nvals) |
|
26 |
|
27 ; Use this range information to grab all the values in a |
|
28 ; particular range, and then take an average. |
|
29 |
|
30 nr = dimsizes(range) |
|
31 nx = nr-1 |
|
32 ; print (nx) |
|
33 |
|
34 ; xvalues = new((/2,nx/),typeof(RAIN1_1D)) |
|
35 xvalues(0,:) = range(0:nr-2) + (range(1:)-range(0:nr-2))/2. |
|
36 dx = xvalues(0,1) - xvalues(0,0) ; range width |
|
37 dx4 = dx/4 ; 1/4 of the range |
|
38 xvalues(1,:) = xvalues(0,:) - dx/5. |
|
39 ; yvalues = new((/2,nx/),typeof(RAIN1_1D)) |
|
40 ; mn_yvalues = new((/2,nx/),typeof(RAIN1_1D)) |
|
41 ; mx_yvalues = new((/2,nx/),typeof(RAIN1_1D)) |
|
42 |
|
43 do nd=0,1 |
|
44 |
|
45 ; See if we are doing model or observational data. |
|
46 |
|
47 if(nd.eq.0) then |
|
48 data = RAIN1_1D |
|
49 npp_data = NPP1_1D |
|
50 else |
|
51 data = RAIN2_1D |
|
52 npp_data = NPP2_1D |
|
53 end if |
|
54 |
|
55 ; Loop through each range and check for values. |
|
56 |
|
57 do i=0,nr-2 |
|
58 if (i.ne.(nr-2)) then |
|
59 ; print("") |
|
60 ; print("In range ["+range(i)+","+range(i+1)+")") |
|
61 idx = ind((range(i).le.data).and.(data.lt.range(i+1))) |
|
62 else |
|
63 ; print("") |
|
64 ; print("In range ["+range(i)+",)") |
|
65 idx = ind(range(i).le.data) |
|
66 end if |
|
67 |
|
68 ; Calculate average, and get min and max. |
|
69 |
|
70 if(.not.any(ismissing(idx))) then |
|
71 yvalues(nd,i) = avg(npp_data(idx)) |
|
72 mn_yvalues(nd,i) = min(npp_data(idx)) |
|
73 mx_yvalues(nd,i) = max(npp_data(idx)) |
|
74 count = dimsizes(idx) |
|
75 else |
|
76 count = 0 |
|
77 yvalues(nd,i) = yvalues@_FillValue |
|
78 mn_yvalues(nd,i) = yvalues@_FillValue |
|
79 mx_yvalues(nd,i) = yvalues@_FillValue |
|
80 end if |
|
81 |
|
82 ; Print out information. |
|
83 |
|
84 ; print(data_types(nd) + ": " + count + " points, avg = " + yvalues(nd,i)) |
|
85 ; print("Min/Max: " + mn_yvalues(nd,i) + "/" + mx_yvalues(nd,i)) |
|
86 |
|
87 |
|
88 ; Clean up for next time in loop. |
|
89 |
|
90 delete(idx) |
|
91 end do |
|
92 delete(data) |
|
93 delete(npp_data) |
|
94 end do |
|
95 end |
|
96 ;**************************************************************************** |
|
97 ; Main code. |
|
98 ;**************************************************************************** |
|
99 begin |
|
100 |
|
101 plot_type = "ps" |
|
102 plot_type_new = "png" |
|
103 |
|
104 ;************************************************ |
|
105 ; read model data |
|
106 ;************************************************ |
|
107 |
|
108 ;film = "i01.06cn_1798-2004_ANN_climo.nc" |
|
109 ;model_name = "06cn" |
|
110 ;model_grid = "T42" |
|
111 |
|
112 ;film = "i01.06casa_1798-2004_ANN_climo.nc" |
|
113 ;model_name = "06casa" |
|
114 ;model_grid = "T42" |
|
115 |
|
116 film = "i01.10casa_1948-2004_ANN_climo.nc" |
|
117 model_name = "10casa" |
|
118 model_grid = "T42" |
|
119 |
|
120 ;film = "i01.10cn_1948-2004_ANN_climo.nc" |
|
121 ;model_name = "10cn" |
|
122 ;model_grid = "T42" |
|
123 ;-------------------------------------------------- |
|
124 dirm = "/fis/cgd/cseg/people/jeff/clamp_data/model/" |
|
125 fm = addfile (dirm+film,"r") |
|
126 |
|
127 nppmod0 = fm->NPP |
|
128 rainmod0 = fm->RAIN |
|
129 xm = fm->lon |
|
130 ym = fm->lat |
|
131 |
|
132 ;************************************************ |
|
133 ; read ob data |
|
134 ;************************************************ |
|
135 |
|
136 ;(1) data at 81 sites |
|
137 dir81 = "/fis/cgd/cseg/people/jeff/clamp_data/npp/ob/" |
|
138 fil81 = "data.81.nc" |
|
139 f81 = addfile (dir81+fil81,"r") |
|
140 |
|
141 id81 = f81->SITE_ID |
|
142 npp81 = f81->TNPP_C |
|
143 rain81 = tofloat(f81->PREC_ANN) |
|
144 x81 = f81->LONG_DD |
|
145 y81 = f81->LAT_DD |
|
146 |
|
147 id81@long_name = "SITE_ID" |
|
148 |
|
149 ;change longitude from (-180,180) to (0,360) |
|
150 ;for model data interpolation |
|
151 |
|
152 do i= 0,dimsizes(x81)-1 |
|
153 if (x81(i) .lt. 0.) then |
|
154 x81(i) = x81(i)+ 360. |
|
155 end if |
|
156 end do |
|
157 ;print (x81) |
|
158 ;------------------------------------- |
|
159 ;(2) data at 933 sites |
|
160 dir933 = "/fis/cgd/cseg/people/jeff/clamp_data/npp/ob/" |
|
161 fil933 = "data.933.nc" |
|
162 f933 = addfile (dir933+fil933,"r") |
|
163 |
|
164 id933 = f933->SITE_ID |
|
165 npp933 = f933->TNPP_C |
|
166 rain933 = f933->PREC |
|
167 x933 = f933->LONG_DD |
|
168 y933 = f933->LAT_DD |
|
169 |
|
170 id933@long_name = "SITE_ID" |
|
171 |
|
172 ;change longitude from (-180,180) to (0,360) |
|
173 ;for model data interpolation |
|
174 |
|
175 do i= 0,dimsizes(x933)-1 |
|
176 if (x933(i) .lt. 0.) then |
|
177 x933(i) = x933(i)+ 360. |
|
178 end if |
|
179 end do |
|
180 ;print (x933) |
|
181 ;---------------------------------------- |
|
182 ;(3) global data, interpolated into model grid |
|
183 dirglobe = "/fis/cgd/cseg/people/jeff/clamp_data/npp/ob/" |
|
184 filglobe = "Npp_"+model_grid+"_mean.nc" |
|
185 fglobe = addfile (dirglobe+filglobe,"r") |
|
186 |
|
187 nppglobe0 = fglobe->NPP |
|
188 nppglobe = nppglobe0 |
|
189 |
|
190 ;*********************************************************************** |
|
191 ; interpolate model data into ob sites |
|
192 ;*********************************************************************** |
|
193 |
|
194 nppmod = nppmod0(0,:,:) |
|
195 rainmod = rainmod0(0,:,:) |
|
196 delete (nppmod0) |
|
197 delete (rainmod0) |
|
198 |
|
199 nppmod81 =linint2_points(xm,ym,nppmod,True,x81,y81,0) |
|
200 |
|
201 nppmod933 =linint2_points(xm,ym,nppmod,True,x933,y933,0) |
|
202 |
|
203 rainmod81 =linint2_points(xm,ym,rainmod,True,x81,y81,0) |
|
204 |
|
205 rainmod933=linint2_points(xm,ym,rainmod,True,x933,y933,0) |
|
206 |
|
207 ;********************************************************** |
|
208 ; unified units |
|
209 ;********************************************************** |
|
210 ; Units for these variables are: |
|
211 ; |
|
212 ; rain81 : mm/year |
|
213 ; rainmod : mm/s |
|
214 ; npp81 : g C/m^2/year |
|
215 ; nppmod81: g C/m^2/s |
|
216 ; nppglobe: g C/m^2/year |
|
217 ; |
|
218 ; We want to convert these to "m/year" and "g C/m^2/year". |
|
219 |
|
220 nsec_per_year = 60*60*24*365 |
|
221 |
|
222 rain81 = rain81 / 1000. |
|
223 rainmod81 = (rainmod81/ 1000.) * nsec_per_year |
|
224 nppmod81 = nppmod81 * nsec_per_year |
|
225 |
|
226 rain933 = rain933 / 1000. |
|
227 rainmod933 = (rainmod933/ 1000.) * nsec_per_year |
|
228 nppmod933 = nppmod933 * nsec_per_year |
|
229 |
|
230 nppmod = nppmod * nsec_per_year |
|
231 |
|
232 npp81@units = "gC/m^2/yr" |
|
233 nppmod81@units = "gC/m^2/yr" |
|
234 npp933@units = "gC/m^2/yr" |
|
235 nppmod933@units = "gC/m^2/yr" |
|
236 nppmod@units = "gC/m^2/yr" |
|
237 nppglobe@units = "gC/m^2/yr" |
|
238 rain81@units = "m/yr" |
|
239 rainmod81@units = "m/yr" |
|
240 rain933@units = "m/yr" |
|
241 rainmod933@units = "m/yr" |
|
242 |
|
243 npp81@long_name = "NPP (gC/m2/year)" |
|
244 npp933@long_name = "NPP (gC/m2/year)" |
|
245 nppmod81@long_name = "NPP (gC/m2/year)" |
|
246 nppmod933@long_name = "NPP (gC/m2/year)" |
|
247 nppmod@long_name = "NPP (gC/m2/year)" |
|
248 nppglobe@long_name = "NPP (gC/m2/year)" |
|
249 rain81@long_name = "PREC (m/year)" |
|
250 rain933@long_name = "PREC (m/year)" |
|
251 rainmod81@long_name = "PREC (m/year)" |
|
252 rainmod933@long_name = "PREC (m/year)" |
|
253 |
|
254 ;******************************************************************* |
|
255 ;(A)-1 table of site81 (1) (the first 41 sites) |
|
256 ;******************************************************************* |
|
257 |
|
258 table_length = 0.95 |
|
259 |
|
260 ; table header name |
|
261 table_header_name = "Site ID" |
|
262 |
|
263 ; column (not including header column) |
|
264 col_header = (/"Latitude","Longitude","NPP (gC/m2/year)","RAIN (m/year)"/) |
|
265 ncol = dimsizes(col_header) |
|
266 |
|
267 ; row (not including header row) |
|
268 nrow = 41 |
|
269 row_header = new ((/nrow/),string ) |
|
270 row_header(0:nrow-1) = id81(0:nrow-1) |
|
271 |
|
272 ; Table header |
|
273 ncr1 = (/1,1/) ; 1 row, 1 column |
|
274 x1 = (/0.005,0.15/) ; Start and end X |
|
275 y1 = (/0.900,0.95/) ; Start and end Y |
|
276 text1 = table_header_name |
|
277 res1 = True |
|
278 res1@txFontHeightF = 0.015 |
|
279 res1@gsFillColor = "CornFlowerBlue" |
|
280 |
|
281 ; Column header (equally space in x2) |
|
282 ncr2 = (/1,ncol/) ; 1 rows, ncol columns |
|
283 x2 = (/x1(1),0.995/) ; start from end of x1 |
|
284 y2 = y1 ; same as y1 |
|
285 text2 = col_header |
|
286 res2 = True |
|
287 res2@txFontHeightF = 0.015 |
|
288 res2@gsFillColor = "Gray" |
|
289 |
|
290 ; Row header (equally space in y2) |
|
291 ncr3 = (/nrow,1/) ; nrow rows, 1 columns |
|
292 x3 = x1 ; same as x1 |
|
293 y3 = (/1.0-table_length,y1(0)/) ; end at start of y1 |
|
294 text3 = row_header |
|
295 res3 = True |
|
296 res3@txFontHeightF = 0.010 |
|
297 res3@gsFillColor = "Gray" |
|
298 |
|
299 ; Main table body |
|
300 ncr4 = (/nrow,ncol/) ; nrow rows, ncol columns |
|
301 x4 = x2 ; Start and end x |
|
302 y4 = y3 ; Start and end Y |
|
303 text4 = new((/nrow,ncol/),string) |
|
304 |
|
305 color_fill4 = new((/nrow,ncol/),string) |
|
306 color_fill4 = "white" |
|
307 ; color_fill4(:,ncol-1) = "grey" |
|
308 ; color_fill4(nrow-1,:) = "green" |
|
309 |
|
310 res4 = True ; Set up resource list |
|
311 ; res4@gsnDebug = True ; Useful to print NDC row,col values used. |
|
312 res4@txFontHeightF = 0.015 |
|
313 res4@gsFillColor = color_fill4 |
|
314 |
|
315 delete (color_fill4) |
|
316 ;------------------------------------------------------------------- |
|
317 ; for table value |
|
318 |
|
319 do n = 0,nrow-1 |
|
320 text4(n,0) = sprintf("%5.2f", y81(n)) |
|
321 text4(n,1) = sprintf("%5.2f", x81(n)) |
|
322 text4(n,2) = sprintf("%5.2f", npp81(n)) |
|
323 text4(n,3) = sprintf("%5.2f", rain81(n)) |
|
324 end do |
|
325 ;------------------------------------------------------------------- |
|
326 |
|
327 plot_name = "table_site81_ob1" |
|
328 |
|
329 wks = gsn_open_wks (plot_type,plot_name) |
|
330 ;------------------------------------------ |
|
331 ; for table title |
|
332 |
|
333 gRes = True |
|
334 gRes@txFontHeightF = 0.02 |
|
335 ; gRes@txAngleF = 90 |
|
336 |
|
337 title_text = "Observation at 81 Sites (1)" |
|
338 |
|
339 gsn_text_ndc(wks,title_text,0.50,0.975,gRes) |
|
340 ;------------------------------------------ |
|
341 |
|
342 gsn_table(wks,ncr1,x1,y1,text1,res1) |
|
343 gsn_table(wks,ncr2,x2,y2,text2,res2) |
|
344 gsn_table(wks,ncr3,x3,y3,text3,res3) |
|
345 gsn_table(wks,ncr4,x4,y4,text4,res4) |
|
346 |
|
347 frame(wks) |
|
348 clear (wks) |
|
349 |
|
350 delete (row_header) |
|
351 delete (res3) |
|
352 delete (ncr3) |
|
353 delete (text3) |
|
354 delete (res4) |
|
355 delete (ncr4) |
|
356 delete (text4) |
|
357 |
|
358 system("convert "+plot_name+"."+plot_type+" "+plot_name+"."+plot_type_new) |
|
359 system("rm "+plot_name+"."+plot_type) |
|
360 system("rm "+plot_name+"-1."+plot_type_new) |
|
361 system("mv "+plot_name+"-0."+plot_type_new+" "+plot_name+"."+plot_type_new) |
|
362 |
|
363 ;******************************************************************* |
|
364 ;(A)-2 table of site81 (2) (the last 40 sites) |
|
365 ;******************************************************************* |
|
366 |
|
367 table_length = 0.95 |
|
368 |
|
369 ; table header name |
|
370 table_header_name = "Site ID" |
|
371 |
|
372 ; column (not including header column) |
|
373 col_header = (/"Latitude","Longitude","NPP (gC/m2/year)","RAIN (m/year)"/) |
|
374 ncol = dimsizes(col_header) |
|
375 |
|
376 ; row (not including header row) |
|
377 nrow = 40 |
|
378 row_header = new ((/nrow/),string ) |
|
379 row_header(0:nrow-1) = id81(41:41+nrow-1) |
|
380 |
|
381 ; Table header |
|
382 ncr1 = (/1,1/) ; 1 row, 1 column |
|
383 x1 = (/0.005,0.15/) ; Start and end X |
|
384 y1 = (/0.900,0.95/) ; Start and end Y |
|
385 text1 = table_header_name |
|
386 res1 = True |
|
387 res1@txFontHeightF = 0.015 |
|
388 res1@gsFillColor = "CornFlowerBlue" |
|
389 |
|
390 ; Column header (equally space in x2) |
|
391 ncr2 = (/1,ncol/) ; 1 rows, ncol columns |
|
392 x2 = (/x1(1),0.995/) ; start from end of x1 |
|
393 y2 = y1 ; same as y1 |
|
394 text2 = col_header |
|
395 res2 = True |
|
396 res2@txFontHeightF = 0.015 |
|
397 res2@gsFillColor = "Gray" |
|
398 |
|
399 ; Row header (equally space in y2) |
|
400 ncr3 = (/nrow,1/) ; nrow rows, 1 columns |
|
401 x3 = x1 ; same as x1 |
|
402 y3 = (/1.0-table_length,y1(0)/) ; end at start of y1 |
|
403 text3 = row_header |
|
404 res3 = True |
|
405 res3@txFontHeightF = 0.010 |
|
406 res3@gsFillColor = "Gray" |
|
407 |
|
408 ; Main table body |
|
409 ncr4 = (/nrow,ncol/) ; nrow rows, ncol columns |
|
410 x4 = x2 ; Start and end x |
|
411 y4 = y3 ; Start and end Y |
|
412 text4 = new((/nrow,ncol/),string) |
|
413 |
|
414 color_fill4 = new((/nrow,ncol/),string) |
|
415 color_fill4 = "white" |
|
416 ; color_fill4(:,ncol-1) = "grey" |
|
417 ; color_fill4(nrow-1,:) = "green" |
|
418 |
|
419 res4 = True ; Set up resource list |
|
420 ; res4@gsnDebug = True ; Useful to print NDC row,col values used. |
|
421 res4@txFontHeightF = 0.015 |
|
422 res4@gsFillColor = color_fill4 |
|
423 |
|
424 delete (color_fill4) |
|
425 ;------------------------------------------------------------------- |
|
426 ; for table value |
|
427 |
|
428 do n = 0,nrow-1 |
|
429 text4(n,0) = sprintf("%5.2f", y81(n+41)) |
|
430 text4(n,1) = sprintf("%5.2f", x81(n+41)) |
|
431 text4(n,2) = sprintf("%5.2f", npp81(n+41)) |
|
432 text4(n,3) = sprintf("%5.2f", rain81(n+41)) |
|
433 end do |
|
434 ;------------------------------------------------------------------- |
|
435 |
|
436 plot_name = "table_site81_ob2" |
|
437 |
|
438 wks = gsn_open_wks (plot_type,plot_name) |
|
439 ;------------------------------------------ |
|
440 ; for table title |
|
441 |
|
442 gRes = True |
|
443 gRes@txFontHeightF = 0.02 |
|
444 ; gRes@txAngleF = 90 |
|
445 |
|
446 title_text = "Observation at 81 Sites (2)" |
|
447 |
|
448 gsn_text_ndc(wks,title_text,0.50,0.975,gRes) |
|
449 ;------------------------------------------ |
|
450 |
|
451 gsn_table(wks,ncr1,x1,y1,text1,res1) |
|
452 gsn_table(wks,ncr2,x2,y2,text2,res2) |
|
453 gsn_table(wks,ncr3,x3,y3,text3,res3) |
|
454 gsn_table(wks,ncr4,x4,y4,text4,res4) |
|
455 |
|
456 frame(wks) |
|
457 clear (wks) |
|
458 |
|
459 delete (row_header) |
|
460 delete (res3) |
|
461 delete (ncr3) |
|
462 delete (text3) |
|
463 delete (res4) |
|
464 delete (ncr4) |
|
465 delete (text4) |
|
466 |
|
467 system("convert "+plot_name+"."+plot_type+" "+plot_name+"."+plot_type_new) |
|
468 system("rm "+plot_name+"."+plot_type) |
|
469 system("rm "+plot_name+"-1."+plot_type_new) |
|
470 system("mv "+plot_name+"-0."+plot_type_new+" "+plot_name+"."+plot_type_new) |
|
471 |
|
472 ;************************************************************************** |
|
473 ;(A)-3 scatter plot, ob 933 |
|
474 ;************************************************************************** |
|
475 |
|
476 plot_name = "scatter_ob_933" |
|
477 title = "Observed 933 sites" |
|
478 |
|
479 wks = gsn_open_wks (plot_type,plot_name) ; open workstation |
|
480 res = True ; plot mods desired |
|
481 res@tiMainString = title ; add title |
|
482 res@xyMarkLineModes = "Markers" ; choose which have markers |
|
483 res@xyMarkers = 16 ; choose type of marker |
|
484 res@xyMarkerColor = "red" ; Marker color |
|
485 res@xyMarkerSizeF = 0.01 ; Marker size (default 0.01) |
|
486 res@tmLabelAutoStride = True ; nice tick mark labels |
|
487 |
|
488 plot = gsn_csm_xy (wks,id933,npp933,res) ; create plot |
|
489 frame(wks) |
|
490 clear (wks) |
|
491 |
|
492 system("convert "+plot_name+"."+plot_type+" "+plot_name+"."+plot_type_new) |
|
493 system("mv "+plot_name+"-0."+plot_type_new+" "+plot_name+"."+plot_type_new) |
|
494 system("rm "+plot_name+"-*."+plot_type_new) |
|
495 system("rm "+plot_name+"."+plot_type) |
|
496 |
|
497 ;************************************************************************** |
|
498 ;(A)-4 scatter plot, model 933 |
|
499 ;************************************************************************** |
|
500 |
|
501 plot_name = "scatter_model_933" |
|
502 title = "Model "+ model_name +" 933 sites" |
|
503 |
|
504 wks = gsn_open_wks (plot_type,plot_name) ; open workstation |
|
505 res = True ; plot mods desired |
|
506 res@tiMainString = title ; add title |
|
507 res@xyMarkLineModes = "Markers" ; choose which have markers |
|
508 res@xyMarkers = 16 ; choose type of marker |
|
509 res@xyMarkerColor = "red" ; Marker color |
|
510 res@xyMarkerSizeF = 0.01 ; Marker size (default 0.01) |
|
511 res@tmLabelAutoStride = True ; nice tick mark labels |
|
512 |
|
513 plot = gsn_csm_xy (wks,id933,nppmod933,res) ; create plot |
|
514 frame(wks) |
|
515 clear (wks) |
|
516 |
|
517 system("convert "+plot_name+"."+plot_type+" "+plot_name+"."+plot_type_new) |
|
518 system("mv "+plot_name+"-0."+plot_type_new+" "+plot_name+"."+plot_type_new) |
|
519 system("rm "+plot_name+"-*."+plot_type_new) |
|
520 system("rm "+plot_name+"."+plot_type) |
|
521 |
|
522 ;*************************************************************************** |
|
523 ;(A)-5 scatter plot, model vs ob 81 |
|
524 ;*************************************************************************** |
|
525 |
|
526 plot_name = "scatter_model_vs_ob_81" |
|
527 title = model_name +" vs ob 81 sites" |
|
528 |
|
529 wks = gsn_open_wks (plot_type,plot_name) ; open workstation |
|
530 res = True ; plot mods desired |
|
531 res@tiMainString = title ; add title |
|
532 res@xyMarkLineModes = "Markers" ; choose which have markers |
|
533 res@xyMarkers = 16 ; choose type of marker |
|
534 res@xyMarkerColor = "red" ; Marker color |
|
535 res@xyMarkerSizeF = 0.01 ; Marker size (default 0.01) |
|
536 res@tmLabelAutoStride = True ; nice tick mark labels |
|
537 |
|
538 res@gsnDraw = False |
|
539 res@gsnFrame = False ; don't advance frame yet |
|
540 ;------------------------------- |
|
541 ;compute correlation coef. and M |
|
542 ccr81 = esccr(nppmod81,npp81,0) |
|
543 ;print (ccr81) |
|
544 |
|
545 ;new eq |
|
546 bias = sum(abs(nppmod81-npp81)/(abs(nppmod81)+abs(npp81))) |
|
547 M81 = (1. - (bias/dimsizes(y81)))*5. |
|
548 print (M81) |
|
549 |
|
550 tRes = True |
|
551 tRes@txFontHeightF = 0.025 |
|
552 |
|
553 correlation_text = "(correlation coef = "+sprintf("%5.2f", ccr81)+")" |
|
554 |
|
555 gsn_text_ndc(wks,correlation_text,0.5,0.95,tRes) |
|
556 ;-------------------------------- |
|
557 plot = gsn_csm_xy (wks,npp81,nppmod81,res) ; create plot |
|
558 ;------------------------------- |
|
559 ; add polyline |
|
560 |
|
561 dum=gsn_add_polyline(wks,plot,(/0,1200/),(/0,1200/),False) |
|
562 ;------------------------------- |
|
563 draw (plot) |
|
564 frame(wks) |
|
565 clear (wks) |
|
566 delete (dum) |
|
567 |
|
568 system("convert "+plot_name+"."+plot_type+" "+plot_name+"."+plot_type_new) |
|
569 system("mv "+plot_name+"-0."+plot_type_new+" "+plot_name+"."+plot_type_new) |
|
570 system("rm "+plot_name+"-*."+plot_type_new) |
|
571 system("rm "+plot_name+"."+plot_type) |
|
572 |
|
573 ;*************************************************************************** |
|
574 ;(A)-6 scatter plot, model vs ob 933 |
|
575 ;*************************************************************************** |
|
576 |
|
577 plot_name = "scatter_model_vs_ob_933" |
|
578 title = model_name +" vs ob 933 sites" |
|
579 |
|
580 wks = gsn_open_wks (plot_type,plot_name) ; open workstation |
|
581 res = True ; plot mods desired |
|
582 res@tiMainString = title ; add title |
|
583 res@xyMarkLineModes = "Markers" ; choose which have markers |
|
584 res@xyMarkers = 16 ; choose type of marker |
|
585 res@xyMarkerColor = "red" ; Marker color |
|
586 res@xyMarkerSizeF = 0.01 ; Marker size (default 0.01) |
|
587 res@tmLabelAutoStride = True ; nice tick mark labels |
|
588 |
|
589 res@gsnDraw = False |
|
590 res@gsnFrame = False ; don't advance frame yet |
|
591 ;------------------------------- |
|
592 ;compute correlation coef. and M |
|
593 ccr933 = esccr(nppmod933,npp933,0) |
|
594 ;print (ccr933) |
|
595 |
|
596 ;new eq |
|
597 bias = sum(abs(nppmod933-npp933)/(abs(nppmod933)+abs(npp933))) |
|
598 M933 = (1. - (bias/dimsizes(y933)))*5. |
|
599 print (M933) |
|
600 |
|
601 tRes = True |
|
602 tRes@txFontHeightF = 0.025 |
|
603 |
|
604 correlation_text = "(correlation coef = "+sprintf("%5.2f", ccr933)+")" |
|
605 |
|
606 gsn_text_ndc(wks,correlation_text,0.5,0.95,tRes) |
|
607 ;-------------------------------- |
|
608 plot = gsn_csm_xy (wks,npp933,nppmod933,res) ; create plot |
|
609 ;------------------------------- |
|
610 ; add polyline |
|
611 |
|
612 dum=gsn_add_polyline(wks,plot,(/0,1500/),(/0,1500/),False) |
|
613 ;------------------------------- |
|
614 draw (plot) |
|
615 frame(wks) |
|
616 clear (wks) |
|
617 delete (dum) |
|
618 |
|
619 system("convert "+plot_name+"."+plot_type+" "+plot_name+"."+plot_type_new) |
|
620 system("mv "+plot_name+"-0."+plot_type_new+" "+plot_name+"."+plot_type_new) |
|
621 system("rm "+plot_name+"-*."+plot_type_new) |
|
622 system("rm "+plot_name+"."+plot_type) |
|
623 |
|
624 ;******************************************************************* |
|
625 ;(A)-7 table of site81 (1) (the first 41 sites), model vs ob |
|
626 ;******************************************************************* |
|
627 |
|
628 table_length = 0.95 |
|
629 |
|
630 ; table header name |
|
631 table_header_name = "Site ID" |
|
632 |
|
633 ; row (not including header row) |
|
634 nrow = 41 |
|
635 row_header = new ((/nrow/),string ) |
|
636 row_header(0:nrow-1) = id81(0:nrow-1) |
|
637 |
|
638 ; Table header |
|
639 ncr1 = (/1,1/) ; 1 row, 1 column |
|
640 x1 = (/0.005,0.15/) ; Start and end X |
|
641 y1 = (/0.85 ,0.95/) ; Start and end Y |
|
642 text1 = table_header_name |
|
643 res1 = True |
|
644 res1@txFontHeightF = 0.015 |
|
645 res1@gsFillColor = "CornFlowerBlue" |
|
646 |
|
647 ; Column header1 (equally space in x2) |
|
648 |
|
649 delete (col_header) |
|
650 delete (ncr2) |
|
651 delete (text2) |
|
652 |
|
653 col_header = (/"Latitude","Longitude"/) |
|
654 ncol = dimsizes(col_header) |
|
655 |
|
656 ncr2 = (/1,ncol/) ; 1 rows, ncol columns |
|
657 x2 = (/x1(1),0.35/) ; start from end of x1 |
|
658 y2 = y1 ; same as y1 |
|
659 text2 = col_header |
|
660 res2 = True |
|
661 res2@txFontHeightF = 0.015 |
|
662 res2@gsFillColor = "Gray" |
|
663 |
|
664 ; Column header2 (equally space in x2) |
|
665 |
|
666 col_header1 = (/"NPP (gC/m2/year)","RAIN (m/year)"/) |
|
667 col_header2 = (/"ob",model_name \ |
|
668 ,"ob",model_name \ |
|
669 /) |
|
670 |
|
671 ncol1 = dimsizes(col_header1) |
|
672 ncol2 = dimsizes(col_header2) |
|
673 |
|
674 ncr21 = (/1,ncol1/) ; 1 rows, 4 columns |
|
675 x21 = (/x2(1),0.995/) ; start from end of x2 |
|
676 yhalf = (y1(0)+y1(1))*0.5 |
|
677 y21 = (/yhalf,y1(1)/) ; top half of y1 |
|
678 text21 = col_header1 |
|
679 res21 = True |
|
680 res21@txFontHeightF = 0.015 |
|
681 res21@gsFillColor = "Gray" |
|
682 |
|
683 ncr22 = (/1,ncol2/) ; 1 rows, 12 columns |
|
684 x22 = x21 ; start from end of x1 |
|
685 y22 = (/y1(0),yhalf/) ; bottom half of y1 |
|
686 text22 = col_header2 |
|
687 res22 = True |
|
688 res22@txFontHeightF = 0.015 |
|
689 res22@gsFillColor = "Gray" |
|
690 |
|
691 ; Row header (equally space in y2) |
|
692 ncr3 = (/nrow,1/) ; nrow rows, 1 columns |
|
693 x3 = x1 ; same as x1 |
|
694 y3 = (/1.0-table_length,y1(0)/) ; end at start of y1 |
|
695 text3 = row_header |
|
696 res3 = True |
|
697 res3@txFontHeightF = 0.010 |
|
698 res3@gsFillColor = "Gray" |
|
699 |
|
700 ; Main table body-1 |
|
701 ncr4 = (/nrow,ncol/) ; nrow rows, ncol columns |
|
702 x4 = x2 ; Start and end x |
|
703 y4 = y3 ; Start and end Y |
|
704 text4 = new((/nrow,ncol/),string) |
|
705 |
|
706 color_fill4 = new((/nrow,ncol/),string) |
|
707 color_fill4 = "white" |
|
708 ; color_fill4(:,ncol-1) = "grey" |
|
709 ; color_fill4(nrow-1,:) = "green" |
|
710 |
|
711 res4 = True ; Set up resource list |
|
712 ; res4@gsnDebug = True ; Useful to print NDC row,col values used. |
|
713 res4@txFontHeightF = 0.015 |
|
714 res4@gsFillColor = color_fill4 |
|
715 |
|
716 delete (color_fill4) |
|
717 |
|
718 ; Main table body-2 |
|
719 ncr42 = (/nrow,ncol2/) ; nrow rows, ncol columns |
|
720 x42 = x21 ; Start and end x |
|
721 y42 = y3 ; Start and end Y |
|
722 text42 = new((/nrow,ncol2/),string) |
|
723 |
|
724 color_fill42 = new((/nrow,ncol2/),string) |
|
725 color_fill42 = "white" |
|
726 ; color_fill42(:,ncol-1) = "grey" |
|
727 ; color_fill42(nrow-1,:) = "green" |
|
728 |
|
729 res42 = True ; Set up resource list |
|
730 ; res42@gsnDebug = True ; Useful to print NDC row,col values used. |
|
731 res42@txFontHeightF = 0.015 |
|
732 res42@gsFillColor = color_fill42 |
|
733 |
|
734 delete (color_fill42) |
|
735 ;------------------------------------------------------------------- |
|
736 ; for table value |
|
737 |
|
738 do n = 0,nrow-1 |
|
739 text4(n,0) = sprintf("%5.2f", y81(n)) |
|
740 text4(n,1) = sprintf("%5.2f", x81(n)) |
|
741 end do |
|
742 |
|
743 do n = 0,nrow-1 |
|
744 text42(n,0) = sprintf("%5.2f", npp81(n)) |
|
745 text42(n,1) = sprintf("%5.2f", nppmod81(n)) |
|
746 text42(n,2) = sprintf("%5.2f", rain81(n)) |
|
747 text42(n,3) = sprintf("%5.2f", rainmod81(n)) |
|
748 end do |
|
749 ;--------------------------------------------------------------------------- |
|
750 |
|
751 plot_name = "table_site81_model_vs_ob1" |
|
752 |
|
753 wks = gsn_open_wks (plot_type,plot_name) |
|
754 ;------------------------------------------ |
|
755 ; for table title |
|
756 |
|
757 gRes = True |
|
758 gRes@txFontHeightF = 0.02 |
|
759 ; gRes@txAngleF = 90 |
|
760 |
|
761 title_text = "Model vs Observation at 81 Sites (1)" |
|
762 |
|
763 gsn_text_ndc(wks,title_text,0.50,0.975,gRes) |
|
764 ;------------------------------------------ |
|
765 |
|
766 gsn_table(wks,ncr1,x1,y1,text1,res1) |
|
767 gsn_table(wks,ncr2,x2,y2,text2,res2) |
|
768 gsn_table(wks,ncr21,x21,y21,text21,res21) |
|
769 gsn_table(wks,ncr22,x22,y22,text22,res22) |
|
770 gsn_table(wks,ncr3,x3,y3,text3,res3) |
|
771 gsn_table(wks,ncr4,x4,y4,text4,res4) |
|
772 gsn_table(wks,ncr42,x42,y42,text42,res42) |
|
773 |
|
774 frame(wks) |
|
775 clear (wks) |
|
776 |
|
777 delete (col_header) |
|
778 delete (row_header) |
|
779 delete (res1) |
|
780 delete (ncr1) |
|
781 delete (text1) |
|
782 delete (res2) |
|
783 delete (ncr2) |
|
784 delete (text2) |
|
785 delete (res21) |
|
786 delete (ncr21) |
|
787 delete (text21) |
|
788 delete (res22) |
|
789 delete (ncr22) |
|
790 delete (text22) |
|
791 delete (res3) |
|
792 delete (ncr3) |
|
793 delete (text3) |
|
794 delete (res4) |
|
795 delete (ncr4) |
|
796 delete (text4) |
|
797 delete (res42) |
|
798 delete (ncr42) |
|
799 delete (text42) |
|
800 |
|
801 system("convert "+plot_name+"."+plot_type+" "+plot_name+"."+plot_type_new) |
|
802 system("rm "+plot_name+"."+plot_type) |
|
803 system("rm "+plot_name+"-1."+plot_type_new) |
|
804 system("mv "+plot_name+"-0."+plot_type_new+" "+plot_name+"."+plot_type_new) |
|
805 |
|
806 ;******************************************************************* |
|
807 ;(A)-8 table of site81 (2) (the last 40 sites), model vs ob |
|
808 ;******************************************************************* |
|
809 |
|
810 table_length = 0.95 |
|
811 |
|
812 ; table header name |
|
813 table_header_name = "Site ID" |
|
814 |
|
815 ; row (not including header row) |
|
816 nrow = 40 |
|
817 row_header = new ((/nrow/),string ) |
|
818 row_header(0:nrow-1) = id81(41:41+nrow-1) |
|
819 |
|
820 ; Table header |
|
821 ncr1 = (/1,1/) ; 1 row, 1 column |
|
822 x1 = (/0.005,0.15/) ; Start and end X |
|
823 y1 = (/0.85 ,0.95/) ; Start and end Y |
|
824 text1 = table_header_name |
|
825 res1 = True |
|
826 res1@txFontHeightF = 0.015 |
|
827 res1@gsFillColor = "CornFlowerBlue" |
|
828 |
|
829 ; Column header1 (equally space in x2) |
|
830 |
|
831 col_header = (/"Latitude","Longitude"/) |
|
832 ncol = dimsizes(col_header) |
|
833 |
|
834 ncr2 = (/1,ncol/) ; 1 rows, ncol columns |
|
835 x2 = (/x1(1),0.35/) ; start from end of x1 |
|
836 y2 = y1 ; same as y1 |
|
837 text2 = col_header |
|
838 res2 = True |
|
839 res2@txFontHeightF = 0.015 |
|
840 res2@gsFillColor = "Gray" |
|
841 |
|
842 ; Column header2 (equally space in x2) |
|
843 |
|
844 ; col_header1 = (/"NPP (gC/m2/year)","RAIN (m/year)"/) |
|
845 col_header2 = (/"ob",model_name \ |
|
846 ,"ob",model_name \ |
|
847 /) |
|
848 |
|
849 ncol1 = dimsizes(col_header1) |
|
850 ncol2 = dimsizes(col_header2) |
|
851 |
|
852 ncr21 = (/1,ncol1/) ; 1 rows, 4 columns |
|
853 x21 = (/x2(1),0.995/) ; start from end of x2 |
|
854 yhalf = (y1(0)+y1(1))*0.5 |
|
855 y21 = (/yhalf,y1(1)/) ; top half of y1 |
|
856 text21 = col_header1 |
|
857 res21 = True |
|
858 res21@txFontHeightF = 0.015 |
|
859 res21@gsFillColor = "Gray" |
|
860 |
|
861 ncr22 = (/1,ncol2/) ; 1 rows, 12 columns |
|
862 x22 = x21 ; start from end of x1 |
|
863 y22 = (/y1(0),yhalf/) ; bottom half of y1 |
|
864 text22 = col_header2 |
|
865 res22 = True |
|
866 res22@txFontHeightF = 0.015 |
|
867 res22@gsFillColor = "Gray" |
|
868 |
|
869 ; Row header (equally space in y2) |
|
870 ncr3 = (/nrow,1/) ; nrow rows, 1 columns |
|
871 x3 = x1 ; same as x1 |
|
872 y3 = (/1.0-table_length,y1(0)/) ; end at start of y1 |
|
873 text3 = row_header |
|
874 res3 = True |
|
875 res3@txFontHeightF = 0.010 |
|
876 res3@gsFillColor = "Gray" |
|
877 |
|
878 ; Main table body-1 |
|
879 ncr4 = (/nrow,ncol/) ; nrow rows, ncol columns |
|
880 x4 = x2 ; Start and end x |
|
881 y4 = y3 ; Start and end Y |
|
882 text4 = new((/nrow,ncol/),string) |
|
883 |
|
884 color_fill4 = new((/nrow,ncol/),string) |
|
885 color_fill4 = "white" |
|
886 ; color_fill4(:,ncol-1) = "grey" |
|
887 ; color_fill4(nrow-1,:) = "green" |
|
888 |
|
889 res4 = True ; Set up resource list |
|
890 ; res4@gsnDebug = True ; Useful to print NDC row,col values used. |
|
891 res4@txFontHeightF = 0.015 |
|
892 res4@gsFillColor = color_fill4 |
|
893 |
|
894 delete (color_fill4) |
|
895 |
|
896 ; Main table body-2 |
|
897 ncr42 = (/nrow,ncol2/) ; nrow rows, ncol columns |
|
898 x42 = x21 ; Start and end x |
|
899 y42 = y3 ; Start and end Y |
|
900 text42 = new((/nrow,ncol2/),string) |
|
901 |
|
902 color_fill42 = new((/nrow,ncol2/),string) |
|
903 color_fill42 = "white" |
|
904 ; color_fill42(:,ncol-1) = "grey" |
|
905 ; color_fill42(nrow-1,:) = "green" |
|
906 |
|
907 res42 = True ; Set up resource list |
|
908 ; res42@gsnDebug = True ; Useful to print NDC row,col values used. |
|
909 res42@txFontHeightF = 0.015 |
|
910 res42@gsFillColor = color_fill42 |
|
911 |
|
912 delete (color_fill42) |
|
913 ;------------------------------------------------------------------- |
|
914 ; for table value |
|
915 |
|
916 do n = 0,nrow-1 |
|
917 text4(n,0) = sprintf("%5.2f", y81(n+41)) |
|
918 text4(n,1) = sprintf("%5.2f", x81(n+41)) |
|
919 end do |
|
920 |
|
921 do n = 0,nrow-1 |
|
922 text42(n,0) = sprintf("%5.2f", npp81(n+41)) |
|
923 text42(n,1) = sprintf("%5.2f", nppmod81(n+41)) |
|
924 text42(n,2) = sprintf("%5.2f", rain81(n+41)) |
|
925 text42(n,3) = sprintf("%5.2f", rainmod81(n+41)) |
|
926 end do |
|
927 ;------------------------------------------------------------------- |
|
928 |
|
929 plot_name = "table_site81_model_vs_ob2" |
|
930 |
|
931 wks = gsn_open_wks (plot_type,plot_name) |
|
932 ;------------------------------------------ |
|
933 ; for table title |
|
934 |
|
935 gRes = True |
|
936 gRes@txFontHeightF = 0.02 |
|
937 ; gRes@txAngleF = 90 |
|
938 |
|
939 title_text = "Model vs Observation at 81 Sites (2)" |
|
940 |
|
941 gsn_text_ndc(wks,title_text,0.50,0.975,gRes) |
|
942 ;------------------------------------------ |
|
943 |
|
944 gsn_table(wks,ncr1,x1,y1,text1,res1) |
|
945 gsn_table(wks,ncr2,x2,y2,text2,res2) |
|
946 gsn_table(wks,ncr21,x21,y21,text21,res21) |
|
947 gsn_table(wks,ncr22,x22,y22,text22,res22) |
|
948 gsn_table(wks,ncr3,x3,y3,text3,res3) |
|
949 gsn_table(wks,ncr4,x4,y4,text4,res4) |
|
950 gsn_table(wks,ncr42,x42,y42,text42,res42) |
|
951 |
|
952 frame(wks) |
|
953 clear (wks) |
|
954 |
|
955 delete (col_header) |
|
956 delete (row_header) |
|
957 delete (res1) |
|
958 delete (ncr1) |
|
959 delete (text1) |
|
960 delete (res2) |
|
961 delete (ncr2) |
|
962 delete (text2) |
|
963 delete (res21) |
|
964 delete (ncr21) |
|
965 delete (text21) |
|
966 delete (res22) |
|
967 delete (ncr22) |
|
968 delete (text22) |
|
969 delete (res3) |
|
970 delete (ncr3) |
|
971 delete (text3) |
|
972 delete (res4) |
|
973 delete (ncr4) |
|
974 delete (text4) |
|
975 delete (res42) |
|
976 delete (ncr42) |
|
977 delete (text42) |
|
978 |
|
979 system("convert "+plot_name+"."+plot_type+" "+plot_name+"."+plot_type_new) |
|
980 system("rm "+plot_name+"."+plot_type) |
|
981 system("rm "+plot_name+"-1."+plot_type_new) |
|
982 system("mv "+plot_name+"-0."+plot_type_new+" "+plot_name+"."+plot_type_new) |
|
983 |
|
984 ;************************************************************************** |
|
985 ;(B) histogram 81 |
|
986 ;************************************************************************** |
|
987 ;get data |
|
988 RAIN1_1D = ndtooned(rain81) |
|
989 RAIN2_1D = ndtooned(rainmod81) |
|
990 NPP1_1D = ndtooned(npp81) |
|
991 NPP2_1D = ndtooned(nppmod81) |
|
992 |
|
993 ; number of bin |
|
994 nx = 8 |
|
995 |
|
996 xvalues = new((/2,nx/),float) |
|
997 yvalues = new((/2,nx/),float) |
|
998 mn_yvalues = new((/2,nx/),float) |
|
999 mx_yvalues = new((/2,nx/),float) |
|
1000 dx4 = new((/1/),float) |
|
1001 |
|
1002 get_bin(RAIN1_1D, NPP1_1D, RAIN2_1D, NPP2_1D \ |
|
1003 ,xvalues,yvalues,mn_yvalues,mx_yvalues,dx4) |
|
1004 |
|
1005 ;---------------------------------------- |
|
1006 ;compute correlation coeff and M score |
|
1007 |
|
1008 u = yvalues(0,:) |
|
1009 v = yvalues(1,:) |
|
1010 |
|
1011 good = ind(.not.ismissing(u) .and. .not.ismissing(v)) |
|
1012 uu = u(good) |
|
1013 vv = v(good) |
|
1014 |
|
1015 ccr81h = esccr(uu,vv,0) |
|
1016 ;print (ccr81h) |
|
1017 |
|
1018 ;new eq |
|
1019 bias = sum(abs(vv-uu)/(abs(vv)+abs(uu))) |
|
1020 M81h = (1.- (bias/dimsizes(uu)))*5. |
|
1021 print (M81h) |
|
1022 |
|
1023 delete (u) |
|
1024 delete (v) |
|
1025 delete (uu) |
|
1026 delete (vv) |
|
1027 ;---------------------------------------------------------------------- |
|
1028 ; histogram res |
|
1029 resh = True |
|
1030 resh@gsnMaximize = True |
|
1031 resh@gsnDraw = False |
|
1032 resh@gsnFrame = False |
|
1033 resh@xyMarkLineMode = "Markers" |
|
1034 resh@xyMarkerSizeF = 0.014 |
|
1035 resh@xyMarker = 16 |
|
1036 resh@xyMarkerColors = (/"Brown","Blue"/) |
|
1037 resh@trYMinF = min(mn_yvalues) - 10. |
|
1038 resh@trYMaxF = max(mx_yvalues) + 10. |
|
1039 |
|
1040 resh@tiYAxisString = "NPP (g C/m2/year)" |
|
1041 resh@tiXAxisString = "Precipitation (m/year)" |
|
1042 |
|
1043 max_bar = new((/2,nx/),graphic) |
|
1044 min_bar = new((/2,nx/),graphic) |
|
1045 max_cap = new((/2,nx/),graphic) |
|
1046 min_cap = new((/2,nx/),graphic) |
|
1047 |
|
1048 lnres = True |
|
1049 line_colors = (/"brown","blue"/) |
|
1050 |
|
1051 ;************************************************************************** |
|
1052 ;(B)-1 histogram plot, ob 81 site |
|
1053 ;************************************************************************** |
|
1054 |
|
1055 plot_name = "histogram_ob_81" |
|
1056 title = "Observed 81 site" |
|
1057 resh@tiMainString = title |
|
1058 |
|
1059 wks = gsn_open_wks (plot_type,plot_name) |
|
1060 |
|
1061 xy = gsn_csm_xy(wks,xvalues(0,:),yvalues(0,:),resh) |
|
1062 |
|
1063 ;------------------------------- |
|
1064 ;Attach the vertical bar and the horizontal cap line |
|
1065 |
|
1066 delete (x1) |
|
1067 delete (x2) |
|
1068 delete (y1) |
|
1069 delete (y2) |
|
1070 |
|
1071 do nd=0,0 |
|
1072 lnres@gsLineColor = line_colors(nd) |
|
1073 do i=0,nx-1 |
|
1074 |
|
1075 if(.not.ismissing(mn_yvalues(nd,i)).and. \ |
|
1076 .not.ismissing(mx_yvalues(nd,i))) then |
|
1077 ; |
|
1078 ; Attach the vertical bar, both above and below the marker. |
|
1079 ; |
|
1080 x1 = xvalues(nd,i) |
|
1081 y1 = yvalues(nd,i) |
|
1082 y2 = mn_yvalues(nd,i) |
|
1083 plx = (/x1,x1/) |
|
1084 ply = (/y1,y2/) |
|
1085 min_bar(nd,i) = gsn_add_polyline(wks,xy,plx,ply,lnres) |
|
1086 |
|
1087 y2 = mx_yvalues(nd,i) |
|
1088 plx = (/x1,x1/) |
|
1089 ply = (/y1,y2/) |
|
1090 max_bar(nd,i) = gsn_add_polyline(wks,xy,plx,ply,lnres) |
|
1091 ; |
|
1092 ; Attach the horizontal cap line, both above and below the marker. |
|
1093 ; |
|
1094 x1 = xvalues(nd,i) - dx4 |
|
1095 x2 = xvalues(nd,i) + dx4 |
|
1096 y1 = mn_yvalues(nd,i) |
|
1097 plx = (/x1,x2/) |
|
1098 ply = (/y1,y1/) |
|
1099 min_cap(nd,i) = gsn_add_polyline(wks,xy,plx,ply,lnres) |
|
1100 |
|
1101 y1 = mx_yvalues(nd,i) |
|
1102 plx = (/x1,x2/) |
|
1103 ply = (/y1,y1/) |
|
1104 max_cap(nd,i) = gsn_add_polyline(wks,xy,plx,ply,lnres) |
|
1105 end if |
|
1106 end do |
|
1107 end do |
|
1108 |
|
1109 draw(xy) |
|
1110 frame(wks) |
|
1111 clear (wks) |
|
1112 |
|
1113 system("convert "+plot_name+"."+plot_type+" "+plot_name+"."+plot_type_new) |
|
1114 system("mv "+plot_name+"-0."+plot_type_new+" "+plot_name+"."+plot_type_new) |
|
1115 system("rm "+plot_name+"-*."+plot_type_new) |
|
1116 system("rm "+plot_name+"."+plot_type) |
|
1117 |
|
1118 ;**************************************************************************** |
|
1119 ;(B)-2 histogram plot, model vs ob 81 site |
|
1120 ;**************************************************************************** |
|
1121 |
|
1122 plot_name = "histogram_model_vs_ob_81" |
|
1123 title = model_name+ " vs Observed 81 site" |
|
1124 resh@tiMainString = title |
|
1125 |
|
1126 wks = gsn_open_wks (plot_type,plot_name) ; open workstation |
|
1127 |
|
1128 ;----------------------------- |
|
1129 ; Add a boxed legend using the more simple method, which won't have |
|
1130 ; vertical lines going through the markers. |
|
1131 |
|
1132 resh@pmLegendDisplayMode = "Always" |
|
1133 ; resh@pmLegendWidthF = 0.1 |
|
1134 resh@pmLegendWidthF = 0.08 |
|
1135 resh@pmLegendHeightF = 0.05 |
|
1136 resh@pmLegendOrthogonalPosF = -1.17 |
|
1137 ; resh@pmLegendOrthogonalPosF = -1.00 ;(downward) |
|
1138 ; resh@pmLegendParallelPosF = 0.18 |
|
1139 resh@pmLegendParallelPosF = 0.88 ;(rightward) |
|
1140 |
|
1141 ; resh@lgPerimOn = False |
|
1142 resh@lgLabelFontHeightF = 0.015 |
|
1143 resh@xyExplicitLegendLabels = (/"observed",model_name/) |
|
1144 ;----------------------------- |
|
1145 tRes = True |
|
1146 tRes@txFontHeightF = 0.025 |
|
1147 |
|
1148 correlation_text = "(correlation coef = "+sprintf("%5.2f", ccr81h)+")" |
|
1149 |
|
1150 gsn_text_ndc(wks,correlation_text,0.56,0.85,tRes) |
|
1151 |
|
1152 xy = gsn_csm_xy(wks,xvalues,yvalues,resh) |
|
1153 ;------------------------------- |
|
1154 ;Attach the vertical bar and the horizontal cap line |
|
1155 |
|
1156 do nd=0,1 |
|
1157 lnres@gsLineColor = line_colors(nd) |
|
1158 do i=0,nx-1 |
|
1159 |
|
1160 if(.not.ismissing(mn_yvalues(nd,i)).and. \ |
|
1161 .not.ismissing(mx_yvalues(nd,i))) then |
|
1162 ; |
|
1163 ; Attach the vertical bar, both above and below the marker. |
|
1164 ; |
|
1165 x1 = xvalues(nd,i) |
|
1166 y1 = yvalues(nd,i) |
|
1167 y2 = mn_yvalues(nd,i) |
|
1168 min_bar(nd,i) = gsn_add_polyline(wks,xy,(/x1,x1/),(/y1,y2/),lnres) |
|
1169 |
|
1170 y2 = mx_yvalues(nd,i) |
|
1171 max_bar(nd,i) = gsn_add_polyline(wks,xy,(/x1,x1/),(/y1,y2/),lnres) |
|
1172 ; |
|
1173 ; Attach the horizontal cap line, both above and below the marker. |
|
1174 ; |
|
1175 x1 = xvalues(nd,i) - dx4 |
|
1176 x2 = xvalues(nd,i) + dx4 |
|
1177 y1 = mn_yvalues(nd,i) |
|
1178 min_cap(nd,i) = gsn_add_polyline(wks,xy,(/x1,x2/),(/y1,y1/),lnres) |
|
1179 |
|
1180 y1 = mx_yvalues(nd,i) |
|
1181 max_cap(nd,i) = gsn_add_polyline(wks,xy,(/x1,x2/),(/y1,y1/),lnres) |
|
1182 end if |
|
1183 end do |
|
1184 end do |
|
1185 |
|
1186 draw(xy) |
|
1187 frame(wks) |
|
1188 clear(wks) |
|
1189 |
|
1190 system("convert "+plot_name+"."+plot_type+" "+plot_name+"."+plot_type_new) |
|
1191 system("mv "+plot_name+"-0."+plot_type_new+" "+plot_name+"."+plot_type_new) |
|
1192 system("rm "+plot_name+"-*."+plot_type_new) |
|
1193 system("rm "+plot_name+"."+plot_type) |
|
1194 |
|
1195 delete (RAIN1_1D) |
|
1196 delete (RAIN2_1D) |
|
1197 delete (NPP1_1D) |
|
1198 delete (NPP2_1D) |
|
1199 ;delete (range) |
|
1200 delete (xvalues) |
|
1201 delete (yvalues) |
|
1202 delete (mn_yvalues) |
|
1203 delete (mx_yvalues) |
|
1204 delete (good) |
|
1205 delete (max_bar) |
|
1206 delete (min_bar) |
|
1207 delete (max_cap) |
|
1208 delete (min_cap) |
|
1209 |
|
1210 ;************************************************************************** |
|
1211 ;(B) histogram 933 |
|
1212 ;************************************************************************** |
|
1213 |
|
1214 ; get data |
|
1215 RAIN1_1D = ndtooned(rain933) |
|
1216 RAIN2_1D = ndtooned(rainmod933) |
|
1217 NPP1_1D = ndtooned(npp933) |
|
1218 NPP2_1D = ndtooned(nppmod933) |
|
1219 |
|
1220 ; number of bin |
|
1221 nx = 10 |
|
1222 |
|
1223 xvalues = new((/2,nx/),float) |
|
1224 yvalues = new((/2,nx/),float) |
|
1225 mn_yvalues = new((/2,nx/),float) |
|
1226 mx_yvalues = new((/2,nx/),float) |
|
1227 dx4 = new((/1/),float) |
|
1228 |
|
1229 get_bin(RAIN1_1D, NPP1_1D, RAIN2_1D, NPP2_1D \ |
|
1230 ,xvalues,yvalues,mn_yvalues,mx_yvalues,dx4) |
|
1231 |
|
1232 ;---------------------------------------- |
|
1233 ;compute correlation coeff and M score |
|
1234 |
|
1235 u = yvalues(0,:) |
|
1236 v = yvalues(1,:) |
|
1237 |
|
1238 good = ind(.not.ismissing(u) .and. .not.ismissing(v)) |
|
1239 uu = u(good) |
|
1240 vv = v(good) |
|
1241 |
|
1242 ccr933h = esccr(uu,vv,0) |
|
1243 ;print (ccr933h) |
|
1244 |
|
1245 ;new eq |
|
1246 bias = sum(abs(vv-uu)/(abs(vv)+abs(uu))) |
|
1247 M933h = (1.- (bias/dimsizes(uu)))*5. |
|
1248 print (M933h) |
|
1249 |
|
1250 delete (u) |
|
1251 delete (v) |
|
1252 delete (uu) |
|
1253 delete (vv) |
|
1254 ;---------------------------------------------------------------------- |
|
1255 ; histogram res |
|
1256 delete (resh) |
|
1257 resh = True |
|
1258 resh@gsnMaximize = True |
|
1259 resh@gsnDraw = False |
|
1260 resh@gsnFrame = False |
|
1261 resh@xyMarkLineMode = "Markers" |
|
1262 resh@xyMarkerSizeF = 0.014 |
|
1263 resh@xyMarker = 16 |
|
1264 resh@xyMarkerColors = (/"Brown","Blue"/) |
|
1265 resh@trYMinF = min(mn_yvalues) - 10. |
|
1266 resh@trYMaxF = max(mx_yvalues) + 10. |
|
1267 |
|
1268 resh@tiYAxisString = "NPP (g C/m2/year)" |
|
1269 resh@tiXAxisString = "Precipitation (m/year)" |
|
1270 |
|
1271 max_bar = new((/2,nx/),graphic) |
|
1272 min_bar = new((/2,nx/),graphic) |
|
1273 max_cap = new((/2,nx/),graphic) |
|
1274 min_cap = new((/2,nx/),graphic) |
|
1275 |
|
1276 lnres = True |
|
1277 line_colors = (/"brown","blue"/) |
|
1278 |
|
1279 ;************************************************************************** |
|
1280 ;(B)-3 histogram plot, ob 933 site |
|
1281 ;************************************************************************** |
|
1282 |
|
1283 plot_name = "histogram_ob_933" |
|
1284 title = "Observed 933 site" |
|
1285 resh@tiMainString = title |
|
1286 |
|
1287 wks = gsn_open_wks (plot_type,plot_name) |
|
1288 |
|
1289 xy = gsn_csm_xy(wks,xvalues(0,:),yvalues(0,:),resh) |
|
1290 |
|
1291 ;------------------------------- |
|
1292 ;Attach the vertical bar and the horizontal cap line |
|
1293 |
|
1294 do nd=0,0 |
|
1295 lnres@gsLineColor = line_colors(nd) |
|
1296 do i=0,nx-1 |
|
1297 |
|
1298 if(.not.ismissing(mn_yvalues(nd,i)).and. \ |
|
1299 .not.ismissing(mx_yvalues(nd,i))) then |
|
1300 |
|
1301 ; Attach the vertical bar, both above and below the marker. |
|
1302 |
|
1303 x1 = xvalues(nd,i) |
|
1304 y1 = yvalues(nd,i) |
|
1305 y2 = mn_yvalues(nd,i) |
|
1306 min_bar(nd,i) = gsn_add_polyline(wks,xy,(/x1,x1/),(/y1,y2/),lnres) |
|
1307 |
|
1308 y2 = mx_yvalues(nd,i) |
|
1309 max_bar(nd,i) = gsn_add_polyline(wks,xy,(/x1,x1/),(/y1,y2/),lnres) |
|
1310 |
|
1311 ; Attach the horizontal cap line, both above and below the marker. |
|
1312 |
|
1313 x1 = xvalues(nd,i) - dx4 |
|
1314 x2 = xvalues(nd,i) + dx4 |
|
1315 y1 = mn_yvalues(nd,i) |
|
1316 min_cap(nd,i) = gsn_add_polyline(wks,xy,(/x1,x2/),(/y1,y1/),lnres) |
|
1317 |
|
1318 y1 = mx_yvalues(nd,i) |
|
1319 max_cap(nd,i) = gsn_add_polyline(wks,xy,(/x1,x2/),(/y1,y1/),lnres) |
|
1320 end if |
|
1321 end do |
|
1322 end do |
|
1323 |
|
1324 draw(xy) |
|
1325 frame(wks) |
|
1326 delete (xy) |
|
1327 clear (wks) |
|
1328 |
|
1329 system("convert "+plot_name+"."+plot_type+" "+plot_name+"."+plot_type_new) |
|
1330 system("mv "+plot_name+"-0."+plot_type_new+" "+plot_name+"."+plot_type_new) |
|
1331 system("rm "+plot_name+"-*."+plot_type_new) |
|
1332 system("rm "+plot_name+"."+plot_type) |
|
1333 |
|
1334 ;**************************************************************************** |
|
1335 ;(B)-4 histogram plot, model vs ob 933 site |
|
1336 ;**************************************************************************** |
|
1337 |
|
1338 plot_name = "histogram_model_vs_ob_933" |
|
1339 title = model_name+ " vs Observed 933 site" |
|
1340 resh@tiMainString = title |
|
1341 |
|
1342 wks = gsn_open_wks (plot_type,plot_name) ; open workstation |
|
1343 |
|
1344 ;----------------------------- |
|
1345 ; Add a boxed legend using the more simple method, which won't have |
|
1346 ; vertical lines going through the markers. |
|
1347 |
|
1348 resh@pmLegendDisplayMode = "Always" |
|
1349 ; resh@pmLegendWidthF = 0.1 |
|
1350 resh@pmLegendWidthF = 0.08 |
|
1351 resh@pmLegendHeightF = 0.05 |
|
1352 resh@pmLegendOrthogonalPosF = -1.17 |
|
1353 ; resh@pmLegendOrthogonalPosF = -1.00 ;(downward) |
|
1354 ; resh@pmLegendParallelPosF = 0.18 |
|
1355 resh@pmLegendParallelPosF = 0.88 ;(rightward) |
|
1356 |
|
1357 ; resh@lgPerimOn = False |
|
1358 resh@lgLabelFontHeightF = 0.015 |
|
1359 resh@xyExplicitLegendLabels = (/"observed",model_name/) |
|
1360 ;----------------------------- |
|
1361 tRes = True |
|
1362 tRes@txFontHeightF = 0.025 |
|
1363 |
|
1364 correlation_text = "(correlation coef = "+sprintf("%5.2f", ccr933h)+")" |
|
1365 |
|
1366 gsn_text_ndc(wks,correlation_text,0.56,0.85,tRes) |
|
1367 |
|
1368 xy = gsn_csm_xy(wks,xvalues,yvalues,resh) |
|
1369 ;------------------------------- |
|
1370 ;Attach the vertical bar and the horizontal cap line |
|
1371 |
|
1372 do nd=0,1 |
|
1373 lnres@gsLineColor = line_colors(nd) |
|
1374 do i=0,nx-1 |
|
1375 |
|
1376 if(.not.ismissing(mn_yvalues(nd,i)).and. \ |
|
1377 .not.ismissing(mx_yvalues(nd,i))) then |
|
1378 ; |
|
1379 ; Attach the vertical bar, both above and below the marker. |
|
1380 ; |
|
1381 x1 = xvalues(nd,i) |
|
1382 y1 = yvalues(nd,i) |
|
1383 y2 = mn_yvalues(nd,i) |
|
1384 min_bar(nd,i) = gsn_add_polyline(wks,xy,(/x1,x1/),(/y1,y2/),lnres) |
|
1385 |
|
1386 y2 = mx_yvalues(nd,i) |
|
1387 max_bar(nd,i) = gsn_add_polyline(wks,xy,(/x1,x1/),(/y1,y2/),lnres) |
|
1388 ; |
|
1389 ; Attach the horizontal cap line, both above and below the marker. |
|
1390 ; |
|
1391 x1 = xvalues(nd,i) - dx4 |
|
1392 x2 = xvalues(nd,i) + dx4 |
|
1393 y1 = mn_yvalues(nd,i) |
|
1394 min_cap(nd,i) = gsn_add_polyline(wks,xy,(/x1,x2/),(/y1,y1/),lnres) |
|
1395 |
|
1396 y1 = mx_yvalues(nd,i) |
|
1397 max_cap(nd,i) = gsn_add_polyline(wks,xy,(/x1,x2/),(/y1,y1/),lnres) |
|
1398 end if |
|
1399 end do |
|
1400 end do |
|
1401 |
|
1402 draw(xy) |
|
1403 frame(wks) |
|
1404 delete(xy) |
|
1405 clear(wks) |
|
1406 |
|
1407 system("convert "+plot_name+"."+plot_type+" "+plot_name+"."+plot_type_new) |
|
1408 system("mv "+plot_name+"-0."+plot_type_new+" "+plot_name+"."+plot_type_new) |
|
1409 system("rm "+plot_name+"-*."+plot_type_new) |
|
1410 system("rm "+plot_name+"."+plot_type) |
|
1411 |
|
1412 ;*************************************************************************** |
|
1413 ;(C) global contour |
|
1414 ;*************************************************************************** |
|
1415 |
|
1416 ;res |
|
1417 resg = True ; Use plot options |
|
1418 resg@cnFillOn = True ; Turn on color fill |
|
1419 resg@gsnSpreadColors = True ; use full colormap |
|
1420 ; resg@cnFillMode = "RasterFill" ; Turn on raster color |
|
1421 ; resg@lbLabelAutoStride = True |
|
1422 resg@cnLinesOn = False ; Turn off contourn lines |
|
1423 resg@mpFillOn = False ; Turn off map fill |
|
1424 |
|
1425 resg@gsnSpreadColors = True ; use full colormap |
|
1426 resg@cnLevelSelectionMode = "ManualLevels" ; Manual contour invtervals |
|
1427 resg@cnMinLevelValF = 0. ; Min level |
|
1428 resg@cnMaxLevelValF = 2200. ; Max level |
|
1429 resg@cnLevelSpacingF = 200. ; interval |
|
1430 |
|
1431 ;**************************************************************************** |
|
1432 ;(C)-1 global contour plot, ob |
|
1433 ;**************************************************************************** |
|
1434 |
|
1435 delta = 0.00000000001 |
|
1436 nppglobe = where(ismissing(nppglobe).and.(ismissing(nppmod).or.(nppmod.lt.delta)),0.,nppglobe) |
|
1437 |
|
1438 plot_name = "global_ob" |
|
1439 title = "Observed MODIS MOD 17" |
|
1440 resg@tiMainString = title |
|
1441 |
|
1442 wks = gsn_open_wks (plot_type,plot_name) ; open workstation |
|
1443 gsn_define_colormap(wks,"gui_default") ; choose colormap |
|
1444 |
|
1445 plot = gsn_csm_contour_map_ce(wks,nppglobe,resg) |
|
1446 |
|
1447 frame(wks) |
|
1448 clear (wks) |
|
1449 |
|
1450 system("convert "+plot_name+"."+plot_type+" "+plot_name+"."+plot_type_new) |
|
1451 system("mv "+plot_name+"-0."+plot_type_new+" "+plot_name+"."+plot_type_new) |
|
1452 system("rm "+plot_name+"-*."+plot_type_new) |
|
1453 system("rm "+plot_name+"."+plot_type) |
|
1454 |
|
1455 ;**************************************************************************** |
|
1456 ;(C)-2 global contour plot, model |
|
1457 ;**************************************************************************** |
|
1458 |
|
1459 plot_name = "global_model" |
|
1460 title = "Model "+ model_name |
|
1461 resg@tiMainString = title |
|
1462 |
|
1463 wks = gsn_open_wks (plot_type,plot_name) ; open workstation |
|
1464 gsn_define_colormap(wks,"gui_default") ; choose colormap |
|
1465 |
|
1466 plot = gsn_csm_contour_map_ce(wks,nppmod,resg) |
|
1467 |
|
1468 frame(wks) |
|
1469 clear (wks) |
|
1470 |
|
1471 system("convert "+plot_name+"."+plot_type+" "+plot_name+"."+plot_type_new) |
|
1472 system("mv "+plot_name+"-0."+plot_type_new+" "+plot_name+"."+plot_type_new) |
|
1473 system("rm "+plot_name+"-*."+plot_type_new) |
|
1474 system("rm "+plot_name+"."+plot_type) |
|
1475 |
|
1476 ;**************************************************************************** |
|
1477 ;(C)-3 global contour plot, model vs ob |
|
1478 ;**************************************************************************** |
|
1479 |
|
1480 plot_name = "global_model_vs_ob" |
|
1481 |
|
1482 wks = gsn_open_wks (plot_type,plot_name) ; open workstation |
|
1483 gsn_define_colormap(wks,"gui_default") ; choose colormap |
|
1484 |
|
1485 delete (plot) |
|
1486 plot=new(3,graphic) ; create graphic array |
|
1487 |
|
1488 resg@gsnFrame = False ; Do not draw plot |
|
1489 resg@gsnDraw = False ; Do not advance frame |
|
1490 |
|
1491 ; compute correlation coef and M score |
|
1492 |
|
1493 uu1 = ndtooned(nppmod) |
|
1494 vv1 = ndtooned(nppglobe) |
|
1495 |
|
1496 delete (good) |
|
1497 good = ind(.not.ismissing(uu1) .and. .not.ismissing(vv1)) |
|
1498 |
|
1499 ug = uu1(good) |
|
1500 vg = vv1(good) |
|
1501 |
|
1502 ccrG = esccr(ug,vg,0) |
|
1503 ; print (ccrG) |
|
1504 |
|
1505 MG = (ccrG*ccrG)* 5.0 |
|
1506 print (MG) |
|
1507 |
|
1508 ; plot correlation coef |
|
1509 |
|
1510 gRes = True |
|
1511 gRes@txFontHeightF = 0.02 |
|
1512 gRes@txAngleF = 90 |
|
1513 |
|
1514 correlation_text = "(correlation coef = "+sprintf("%5.2f", ccrG)+")" |
|
1515 |
|
1516 gsn_text_ndc(wks,correlation_text,0.20,0.50,gRes) |
|
1517 ;-------------------------------------------------------------------- |
|
1518 ;(a) ob |
|
1519 |
|
1520 title = "Observed MODIS MOD 17" |
|
1521 resg@tiMainString = title |
|
1522 |
|
1523 plot(0) = gsn_csm_contour_map_ce(wks,nppglobe,resg) |
|
1524 |
|
1525 ;(b) model |
|
1526 |
|
1527 title = "Model "+ model_name |
|
1528 resg@tiMainString = title |
|
1529 |
|
1530 plot(1) = gsn_csm_contour_map_ce(wks,nppmod,resg) |
|
1531 |
|
1532 ;(c) model-ob |
|
1533 |
|
1534 zz = nppmod |
|
1535 zz = nppmod - nppglobe |
|
1536 title = "Model_"+model_name+" - Observed" |
|
1537 |
|
1538 resg@cnMinLevelValF = -500 ; Min level |
|
1539 resg@cnMaxLevelValF = 500. ; Max level |
|
1540 resg@cnLevelSpacingF = 50. ; interval |
|
1541 resg@tiMainString = title |
|
1542 |
|
1543 plot(2) = gsn_csm_contour_map_ce(wks,zz,resg) |
|
1544 |
|
1545 pres = True ; panel plot mods desired |
|
1546 ; pres@gsnPanelYWhiteSpacePercent = 5 ; increase white space around |
|
1547 ; indiv. plots in panel |
|
1548 pres@gsnMaximize = True ; fill the page |
|
1549 |
|
1550 gsn_panel(wks,plot,(/3,1/),pres) ; create panel plot |
|
1551 |
|
1552 frame (wks) |
|
1553 clear (wks) |
|
1554 delete (plot) |
|
1555 |
|
1556 system("convert "+plot_name+"."+plot_type+" "+plot_name+"."+plot_type_new) |
|
1557 system("mv "+plot_name+"-0."+plot_type_new+" "+plot_name+"."+plot_type_new) |
|
1558 system("rm "+plot_name+"-*."+plot_type_new) |
|
1559 system("rm "+plot_name+"."+plot_type) |
|
1560 |
|
1561 ;*************************************************************************** |
|
1562 ;(D)-1 zonal line plot, ob |
|
1563 ;*************************************************************************** |
|
1564 |
|
1565 vv = zonalAve(nppglobe) |
|
1566 vv@long_name = nppglobe@long_name |
|
1567 |
|
1568 plot_name = "zonal_ob" |
|
1569 title = "Observed MODIS MOD 17" |
|
1570 |
|
1571 resz = True |
|
1572 resz@tiMainString = title |
|
1573 |
|
1574 wks = gsn_open_wks (plot_type,plot_name) ; open workstation |
|
1575 |
|
1576 plot = gsn_csm_xy (wks,ym,vv,resz) |
|
1577 |
|
1578 frame(wks) |
|
1579 clear (wks) |
|
1580 |
|
1581 system("convert "+plot_name+"."+plot_type+" "+plot_name+"."+plot_type_new) |
|
1582 system("mv "+plot_name+"-0."+plot_type_new+" "+plot_name+"."+plot_type_new) |
|
1583 system("rm "+plot_name+"-*."+plot_type_new) |
|
1584 system("rm "+plot_name+"."+plot_type) |
|
1585 |
|
1586 ;**************************************************************************** |
|
1587 ;(D)-2 zonal line plot, model vs ob |
|
1588 ;**************************************************************************** |
|
1589 |
|
1590 s = new ((/2,dimsizes(ym)/), float) |
|
1591 |
|
1592 s(0,:) = zonalAve(nppglobe) |
|
1593 s(1,:) = zonalAve(nppmod) |
|
1594 |
|
1595 s@long_name = nppglobe@long_name |
|
1596 ;------------------------------------------- |
|
1597 ; compute correlation coef and M score |
|
1598 |
|
1599 ccrZ = esccr(s(1,:), s(0,:),0) |
|
1600 ; print (ccrZ) |
|
1601 |
|
1602 MZ = (ccrZ*ccrZ)* 5.0 |
|
1603 print (MZ) |
|
1604 ;------------------------------------------- |
|
1605 plot_name = "zonal_model_vs_ob" |
|
1606 title = "Zonal Average" |
|
1607 resz@tiMainString = title |
|
1608 |
|
1609 wks = gsn_open_wks (plot_type,plot_name) |
|
1610 |
|
1611 ; resz@vpHeightF = 0.4 ; change aspect ratio of plot |
|
1612 ; resz@vpWidthF = 0.7 |
|
1613 |
|
1614 resz@xyMonoLineColor = "False" ; want colored lines |
|
1615 resz@xyLineColors = (/"black","red"/) ; colors chosen |
|
1616 ; resz@xyLineThicknesses = (/3.,3./) ; line thicknesses |
|
1617 resz@xyLineThicknesses = (/2.,2./) ; line thicknesses |
|
1618 resz@xyDashPatterns = (/0.,0./) ; make all lines solid |
|
1619 |
|
1620 resz@tiYAxisString = s@long_name ; add a axis title |
|
1621 resz@txFontHeightF = 0.0195 ; change title font heights |
|
1622 |
|
1623 ; Legent |
|
1624 resz@pmLegendDisplayMode = "Always" ; turn on legend |
|
1625 resz@pmLegendSide = "Top" ; Change location of |
|
1626 ; resz@pmLegendParallelPosF = .45 ; move units right |
|
1627 resz@pmLegendParallelPosF = .82 ; move units right |
|
1628 resz@pmLegendOrthogonalPosF = -0.4 ; move units down |
|
1629 |
|
1630 resz@pmLegendWidthF = 0.10 ; Change width and |
|
1631 resz@pmLegendHeightF = 0.10 ; height of legend. |
|
1632 resz@lgLabelFontHeightF = .02 ; change font height |
|
1633 ; resz@lgTitleOn = True ; turn on legend title |
|
1634 ; resz@lgTitleString = "Example" ; create legend title |
|
1635 ; resz@lgTitleFontHeightF = .025 ; font of legend title |
|
1636 resz@xyExplicitLegendLabels = (/"Observed",model_name/) ; explicit labels |
|
1637 ;-------------------------------------------------------------------- |
|
1638 zRes = True |
|
1639 zRes@txFontHeightF = 0.025 |
|
1640 |
|
1641 correlation_text = "(correlation coef = "+sprintf("%5.2f", ccrZ)+")" |
|
1642 |
|
1643 gsn_text_ndc(wks,correlation_text,0.50,0.77,zRes) |
|
1644 ;-------------------------------------------------------------------- |
|
1645 |
|
1646 plot = gsn_csm_xy (wks,ym,s,resz) |
|
1647 |
|
1648 frame(wks) |
|
1649 clear (wks) |
|
1650 |
|
1651 system("convert "+plot_name+"."+plot_type+" "+plot_name+"."+plot_type_new) |
|
1652 system("mv "+plot_name+"-0."+plot_type_new+" "+plot_name+"."+plot_type_new) |
|
1653 system("rm "+plot_name+"-*."+plot_type_new) |
|
1654 system("rm "+plot_name+"."+plot_type) |
|
1655 |
|
1656 ;*************************************************************************** |
|
1657 ; tar up output plots |
|
1658 ;*************************************************************************** |
|
1659 |
|
1660 temp_name = "temp." + model_name |
|
1661 system("mkdir -p " + temp_name) |
|
1662 system("mv *.png " + temp_name) |
|
1663 system("tar cf "+ temp_name +".tar " + temp_name) |
|
1664 |
|
1665 ;*************************************************************************** |
|
1666 end |
|
1667 |