|
1 ;************************************************************ |
|
2 load "$NCARG_ROOT/lib/ncarg/nclscripts/csm/gsn_code.ncl" |
|
3 load "$NCARG_ROOT/lib/ncarg/nclscripts/csm/gsn_csm.ncl" |
|
4 load "$NCARG_ROOT/lib/ncarg/nclscripts/csm/contributed.ncl" |
|
5 ;************************************************************ |
|
6 procedure set_line(lines:string,nline:integer,newlines:string) |
|
7 begin |
|
8 ; add line to ascci/html file |
|
9 |
|
10 nnewlines = dimsizes(newlines) |
|
11 if(nline+nnewlines-1.ge.dimsizes(lines)) |
|
12 print("set_line: bad index, not setting anything.") |
|
13 return |
|
14 end if |
|
15 lines(nline:nline+nnewlines-1) = newlines |
|
16 ; print ("lines = " + lines(nline:nline+nnewlines-1)) |
|
17 nline = nline + nnewlines |
|
18 return |
|
19 end |
|
20 ;************************************************************* |
|
21 begin |
|
22 |
|
23 plot_type = "ps" |
|
24 plot_type_new = "png" |
|
25 |
|
26 ;------------------------------------------------------ |
|
27 ; edit table.html of current model for movel1_vs_model2 |
|
28 |
|
29 if (isvar("compare")) then |
|
30 html_name2 = compare+"/table.html" |
|
31 html_new2 = html_name2 +".new" |
|
32 end if |
|
33 |
|
34 ;------------------------------------------------------ |
|
35 ; edit table.html for current model |
|
36 |
|
37 html_name = model_name+"/table.html" |
|
38 html_new = html_name +".new" |
|
39 |
|
40 ;------------------------------------------------------ |
|
41 |
|
42 nmonth = 12 |
|
43 |
|
44 ; for nee, gpp, and ar |
|
45 ; observed unit is gC/m2/day |
|
46 ; model unit is gC/m2/s |
|
47 ; to change to observed unit, |
|
48 |
|
49 factor_flux = 86400. |
|
50 |
|
51 ; for incident solar radiation, |
|
52 ; observed Rg_f unit is MJ/m2/day |
|
53 ; model (FSDS) unit is W/m2 |
|
54 ; to change to model unit, |
|
55 |
|
56 factor_rad = 1.e6/86400. |
|
57 |
|
58 ;************************************************ |
|
59 ; observed data info |
|
60 ;************************************************ |
|
61 |
|
62 station = (/"ARM_Oklahoma" \ |
|
63 ,"ARM_Oklahoma_burn" \ |
|
64 ,"ARM_Oklahoma_control" \ |
|
65 ,"Atqasuk" \ |
|
66 ,"Audubon" \ |
|
67 ,"AustinCary" \ |
|
68 ,"Bartlett" \ |
|
69 ,"Bondville" \ |
|
70 ,"Brookings" \ |
|
71 ,"Donaldson" \ |
|
72 ,"Duke_Forest_Hardwoods" \ |
|
73 ,"Duke_Forest_Open_Field" \ |
|
74 ,"Duke_Forest_Pine" \ |
|
75 ,"Fermi_Ag" \ |
|
76 ,"Fermi_Prairie" \ |
|
77 ,"Flagstaff_Managed" \ |
|
78 ,"Flagstaff_Unmanaged" \ |
|
79 ,"Flagstaff_Wildfire" \ |
|
80 ,"FortPeck" \ |
|
81 ,"FreemanRanch_mesquite" \ |
|
82 ,"Goodwin_Creek" \ |
|
83 ,"HarvardForest" \ |
|
84 ,"HarvardForestHemlock" \ |
|
85 ,"HowlandForestMain" \ |
|
86 ,"HowlandForestWest" \ |
|
87 ,"Ivotuk" \ |
|
88 ,"KendallGrasslands" \ |
|
89 ,"KennedySpaceCenterPine" \ |
|
90 ,"KennedySpaceCenterScrub" \ |
|
91 ,"LittleProspect" \ |
|
92 ,"LostCreek" \ |
|
93 ,"Mead-irrigated" \ |
|
94 ,"Mead-irrigated-rotation" \ |
|
95 ,"Mead-rainfed" \ |
|
96 ,"Metolius_2nd_YoungPonderosaPine" \ |
|
97 ,"MetoliusEyerly" \ |
|
98 ,"MetoliusIntermediatePine" \ |
|
99 ,"MetoliusOldPonderosaPine" \ |
|
100 ,"MissouriOzark" \ |
|
101 ,"Mize" \ |
|
102 ,"MorganMonroe" \ |
|
103 ,"NiwotRidge" \ |
|
104 ,"NorthCarolina_cc" \ |
|
105 ,"NorthCarolina_lp" \ |
|
106 ,"ParkFalls" \ |
|
107 ,"Rayonier" \ |
|
108 ,"SantaRita" \ |
|
109 ,"SkyOaks_Old" \ |
|
110 ,"SkyOaks_PostFire" \ |
|
111 ,"SkyOaks_Young" \ |
|
112 ,"SylvaniaWilderness" \ |
|
113 ,"Toledo" \ |
|
114 ,"Tonzi" \ |
|
115 ,"UCI_1850" \ |
|
116 ,"UCI_1930" \ |
|
117 ,"UCI_1964" \ |
|
118 ,"UCI_1964wet" \ |
|
119 ,"UCI_1981" \ |
|
120 ,"UCI_1989" \ |
|
121 ,"UCI_1998" \ |
|
122 ,"UMBS" \ |
|
123 ,"Vaira" \ |
|
124 ,"WalkerBranch" \ |
|
125 ,"WillowCreek" \ |
|
126 ,"WindRiver" \ |
|
127 ,"Wisconsin_ihw" \ |
|
128 ,"Wisconsin_irp" \ |
|
129 ,"Wisconsin_mrp" \ |
|
130 ,"Wisconsin_myjp" \ |
|
131 ,"Wisconsin_pb" \ |
|
132 ,"Wisconsin_rpcc" \ |
|
133 ,"Wisconsin_yhw" \ |
|
134 ,"Wisconsin_yjp" \ |
|
135 ,"Wisconsin_yrp" \ |
|
136 /) |
|
137 |
|
138 field = (/"NEE Flux" \ |
|
139 ,"Shortwave Incoming" \ |
|
140 ,"Latent Heat" \ |
|
141 ,"Sensible Heat" \ |
|
142 ,"GPP Flux" \ |
|
143 ,"Respiration" \ |
|
144 /) |
|
145 |
|
146 field_unit = (/"gC/m2/day" \ |
|
147 ,"W/m2" \ |
|
148 ,"W/m2" \ |
|
149 ,"W/m2" \ |
|
150 ,"gC/m2/day" \ |
|
151 ,"gC/m2/day" \ |
|
152 /) |
|
153 |
|
154 nstation = dimsizes(station) |
|
155 nfield = dimsizes(field) |
|
156 |
|
157 ;======================================================================== |
|
158 ; get observed info: number of year, first/last year, lat, lon |
|
159 ; and annual data |
|
160 |
|
161 dir_root = diro + "ameriflux/" |
|
162 |
|
163 year_station = new ((/nstation/),integer) ; number of year |
|
164 year_ob = new ((/nstation/),string) ; observed year |
|
165 year_ob_i = new ((/nstation/),integer) ; first year |
|
166 year_ob_f = new ((/nstation/),integer) ; last year |
|
167 lat_ob = new ((/nstation/),float) ; latitude |
|
168 lon_ob = new ((/nstation/),float) ; longitude |
|
169 |
|
170 data_ob_ann = new ((/nfield, nmonth, nstation/),float) |
|
171 |
|
172 do n = 0, nstation-1 |
|
173 |
|
174 dir_f = dir_root + station(n)+"/" |
|
175 fil_f = "timeseries_L4_m.nc" |
|
176 fo = addfile (dir_f+fil_f,"r") |
|
177 |
|
178 lat_ob(n) = fo->lat |
|
179 lon_ob(n) = fo->lon |
|
180 |
|
181 year = fo->year |
|
182 |
|
183 year_station(n) = dimsizes(year) |
|
184 year_ob_i(n) = year(0) |
|
185 year_ob_f(n) = year(year_station(n)-1) |
|
186 year_ob(n) = year_ob_i(n) + "-" + year_ob_f(n) |
|
187 |
|
188 delete (year) |
|
189 |
|
190 data = fo->NEE_or_fMDS |
|
191 data_ob_ann(0,:,n) = dim_avg(data(month|:,year|:)) |
|
192 |
|
193 data = fo->Rg_f |
|
194 data_ob_ann(1,:,n) = dim_avg(data(month|:,year|:)) * factor_rad |
|
195 |
|
196 data = fo->LE_f |
|
197 data_ob_ann(2,:,n) = dim_avg(data(month|:,year|:)) |
|
198 |
|
199 data = fo->H_f |
|
200 data_ob_ann(3,:,n) = dim_avg(data(month|:,year|:)) |
|
201 |
|
202 data = fo->GPP_or_MDS |
|
203 data_ob_ann(4,:,n) = dim_avg(data(month|:,year|:)) |
|
204 |
|
205 data = fo->Reco_or |
|
206 data_ob_ann(5,:,n) = dim_avg(data(month|:,year|:)) |
|
207 |
|
208 delete (data) |
|
209 delete (fo) |
|
210 end do |
|
211 |
|
212 ;-------------------------------------------------------------- |
|
213 ; find (# of year observed) >=4 and year_ob_i <= 2001 |
|
214 |
|
215 i_long_ob = ind(year_station .ge. 4 .and. year_ob_i .le. 2001) |
|
216 |
|
217 station_long = station(i_long_ob) |
|
218 lat_ob_long = lat_ob(i_long_ob) |
|
219 lon_ob_long = lat_ob(i_long_ob) |
|
220 year_ob_long = year_ob(i_long_ob) |
|
221 year_ob_i_long = year_ob_i(i_long_ob) |
|
222 year_ob_f_long = year_ob_f(i_long_ob) |
|
223 year_station_long = year_station(i_long_ob) |
|
224 |
|
225 nstation_long = dimsizes(station_long) |
|
226 |
|
227 ;========================================================= |
|
228 ; get model data at observed lat-lon |
|
229 |
|
230 fm = addfile (dirm+film8,"r") |
|
231 |
|
232 xm = fm->lon |
|
233 ym = fm->lat |
|
234 date = fm->date |
|
235 |
|
236 date_dim = dimsizes(date) |
|
237 nyear = date_dim(0) |
|
238 |
|
239 data_mod = new ((/nfield,nyear,nmonth,nstation/),float) |
|
240 data_mod_ann = new ((/nfield,nmonth,nstation/),float) |
|
241 data_mod_long = new ((/nfield,nyear,nmonth,nstation_long/),float) |
|
242 |
|
243 ; change to unit of observed (u mol/m2/s) |
|
244 ; Model_units [=] gC/m2/s |
|
245 ; 12. = molecular weight of C |
|
246 ; u mol = 1e-6 mol |
|
247 |
|
248 factor = 1.e6 /12. |
|
249 |
|
250 ;------------------------------------------------------------ |
|
251 ; interpolate model data into observed station |
|
252 ; note: model is 0-360E, 90S-90N |
|
253 |
|
254 ; to be able to handle observation at (-89.98,-24.80) |
|
255 ym(0) = -90. |
|
256 ;------------------------------------------------------------ |
|
257 |
|
258 if (ENERGY .eq. "old") then |
|
259 |
|
260 data = fm->NEE |
|
261 yy = linint2_points_Wrap(xm,ym,data,True,lon_ob,lat_ob,0) |
|
262 data_mod_ann(0,:,:)= dim_avg(yy(month|:,pts|:,year|:)) * factor_flux |
|
263 data_mod(0,:,:,:) = yy(:,:,:) * factor_flux |
|
264 |
|
265 ;;data = fm->NETRAD |
|
266 ; data = fm->FSA |
|
267 ; data1 = fm->FIRA |
|
268 ; data = data - data1 |
|
269 ; delete (data1) |
|
270 |
|
271 data = fm->FSDS |
|
272 yy = linint2_points_Wrap(xm,ym,data,True,lon_ob,lat_ob,0) |
|
273 data_mod_ann(1,:,:)= dim_avg(yy(month|:,pts|:,year|:)) |
|
274 data_mod(1,:,:,:) = yy(:,:,:) |
|
275 |
|
276 |
|
277 ; data = fm->LATENT |
|
278 data = fm->FCEV |
|
279 data1 = fm->FCTR |
|
280 data2 = fm->FGEV |
|
281 data = data + data1 + data2 |
|
282 yy = linint2_points_Wrap(xm,ym,data,True,lon_ob,lat_ob,0) |
|
283 data_mod_ann(2,:,:)= dim_avg(yy(month|:,pts|:,year|:)) |
|
284 data_mod(2,:,:,:) = yy(:,:,:) |
|
285 delete (data1) |
|
286 delete (data2) |
|
287 |
|
288 ; data = fm->SENSIBLE |
|
289 data = fm->FSH |
|
290 yy = linint2_points_Wrap(xm,ym,data,True,lon_ob,lat_ob,0) |
|
291 data_mod_ann(3,:,:)= dim_avg(yy(month|:,pts|:,year|:)) |
|
292 data_mod(3,:,:,:) = yy(:,:,:) |
|
293 |
|
294 else |
|
295 |
|
296 data = fm->NEE |
|
297 yy = linint2_points_Wrap(xm,ym,data,True,lon_ob,lat_ob,0) |
|
298 data_mod_ann(0,:,:)= dim_avg(yy(month|:,pts|:,year|:)) * factor_flux |
|
299 data_mod(0,:,:,:) = yy(:,:,:) * factor_flux |
|
300 |
|
301 ; data = fm->NETRAD |
|
302 data = fm->FSDS |
|
303 yy = linint2_points_Wrap(xm,ym,data,True,lon_ob,lat_ob,0) |
|
304 data_mod_ann(1,:,:)= dim_avg(yy(month|:,pts|:,year|:)) |
|
305 data_mod(1,:,:,:) = yy(:,:,:) |
|
306 |
|
307 data = fm->LATENT |
|
308 yy = linint2_points_Wrap(xm,ym,data,True,lon_ob,lat_ob,0) |
|
309 data_mod_ann(2,:,:)= dim_avg(yy(month|:,pts|:,year|:)) |
|
310 data_mod(2,:,:,:) = yy(:,:,:) |
|
311 |
|
312 ; data = fm->SENSIBLE |
|
313 data = fm->FSH |
|
314 yy = linint2_points_Wrap(xm,ym,data,True,lon_ob,lat_ob,0) |
|
315 data_mod_ann(3,:,:)= dim_avg(yy(month|:,pts|:,year|:)) |
|
316 data_mod(3,:,:,:) = yy(:,:,:) |
|
317 |
|
318 end if |
|
319 |
|
320 data = fm->GPP |
|
321 yy = linint2_points_Wrap(xm,ym,data,True,lon_ob,lat_ob,0) |
|
322 data_mod_ann(4,:,:)= dim_avg(yy(month|:,pts|:,year|:)) * factor_flux |
|
323 data_mod(4,:,:,:) = yy(:,:,:) * factor_flux |
|
324 |
|
325 data = fm->ER |
|
326 yy = linint2_points_Wrap(xm,ym,data,True,lon_ob,lat_ob,0) |
|
327 data_mod_ann(5,:,:)= dim_avg(yy(month|:,pts|:,year|:)) * factor_flux |
|
328 data_mod(5,:,:,:) = yy(:,:,:) * factor_flux |
|
329 |
|
330 data_mod_long(:,:,:,:) = data_mod(:,:,:,i_long_ob) |
|
331 |
|
332 delete (data_mod) |
|
333 delete (fm) |
|
334 delete (data) |
|
335 delete (yy) |
|
336 |
|
337 ;******************************************************************* |
|
338 ; for station line plot |
|
339 ;******************************************************************* |
|
340 |
|
341 ; for x-axis in xyplot |
|
342 mon = ispan(1,12,1) |
|
343 mon@long_name = "month" |
|
344 |
|
345 res = True ; plot mods desired |
|
346 res@xyLineThicknesses = (/2.0,2.0/) ; make 2nd lines thicker |
|
347 res@xyLineColors = (/"blue","red"/) ; line color (ob,model) |
|
348 |
|
349 res@tmXBFormat = "f" ; not to add trailing zeros |
|
350 |
|
351 ;------------------------------------------------------------------------- |
|
352 ; Add a boxed legend using the more simple method |
|
353 |
|
354 res@pmLegendDisplayMode = "Always" |
|
355 ; res@pmLegendWidthF = 0.1 |
|
356 res@pmLegendWidthF = 0.08 |
|
357 res@pmLegendHeightF = 0.06 |
|
358 ; res@pmLegendOrthogonalPosF = -1.17 |
|
359 ; res@pmLegendOrthogonalPosF = -1.00 ;(downward) |
|
360 res@pmLegendOrthogonalPosF = -0.30 ;(downward) |
|
361 |
|
362 ; res@pmLegendParallelPosF = 0.18 |
|
363 res@pmLegendParallelPosF = 0.23 ;(rightward) |
|
364 |
|
365 ; res@lgPerimOn = False |
|
366 res@lgLabelFontHeightF = 0.015 |
|
367 res@xyExplicitLegendLabels = (/"observed",model_name/) |
|
368 ;------------------------------------------------------------------- |
|
369 ; for panel plot |
|
370 res@gsnFrame = False ; Do not draw plot |
|
371 res@gsnDraw = False ; Do not advance frame |
|
372 |
|
373 pres = True ; panel plot mods desired |
|
374 pres@gsnPanelYWhiteSpacePercent = 5 ; increase white space around |
|
375 ; indiv. plots in panel |
|
376 pres@gsnMaximize = True ; fill the page |
|
377 ;------------------------------------------------------------------- |
|
378 |
|
379 ; change longitude from 0-360 to -180-180 |
|
380 lon_ob = where(lon_ob .gt. 180.,lon_ob-360., lon_ob) |
|
381 lon_ob_long = where(lon_ob_long .gt. 180.,lon_ob_long-360., lon_ob_long) |
|
382 |
|
383 ;============================================================== |
|
384 ; get ob data at each site with long observation |
|
385 |
|
386 do n = 0,nstation_long-1 |
|
387 |
|
388 ;################################################################## |
|
389 ; hardwired: model up to year 2004 |
|
390 ; observed up to year 2006 |
|
391 |
|
392 year_setback = 0 |
|
393 |
|
394 nyear = year_station_long(n) |
|
395 |
|
396 if (year_ob_f_long(n).eq. 2006) then |
|
397 year_setback = 2006 -2004 |
|
398 end if |
|
399 if (year_ob_f_long(n).eq. 2005) then |
|
400 year_setback = 2005 -2004 |
|
401 end if |
|
402 ;################################################################## |
|
403 |
|
404 ntime = (nyear - year_setback) * nmonth |
|
405 |
|
406 data_ob = new ((/nfield, nyear, nmonth/),float) |
|
407 |
|
408 dir_f = dir_root + station_long(n)+"/" |
|
409 fil_f = "timeseries_L4_m.nc" |
|
410 fo = addfile (dir_f+fil_f,"r") |
|
411 |
|
412 data_ob(0,:,:) = fo->NEE_or_fMDS |
|
413 data_ob(1,:,:) = fo->Rg_f |
|
414 data_ob(2,:,:) = fo->LE_f |
|
415 data_ob(3,:,:) = fo->H_f |
|
416 data_ob(4,:,:) = fo->GPP_or_MDS |
|
417 data_ob(5,:,:) = fo->Reco_or |
|
418 |
|
419 data_ob(1,:,:) = data_ob(1,:,:) * factor_rad |
|
420 |
|
421 delete (fo) |
|
422 |
|
423 timeI = new((/ntime/),integer) |
|
424 timeF = new((/ntime/),float) |
|
425 timeI = ispan(1,ntime,1) |
|
426 timeF = year_ob_i_long(n) + (timeI-1)/12. |
|
427 timeF@long_name = "year" |
|
428 |
|
429 plot_data = new((/2,ntime/),float) |
|
430 |
|
431 ;---------------------------- |
|
432 ; for model_vs_ob |
|
433 |
|
434 plot_name = station_long(n)+"_tseries_vs_ob" |
|
435 title = station_long(n)+"("+sprintf("%5.2f",lat_ob_long(n))+","+sprintf("%5.2f",lon_ob_long(n))+")" |
|
436 res@tiMainString = title |
|
437 |
|
438 wks = gsn_open_wks (plot_type,plot_name) |
|
439 plot=new(nfield,graphic) ; create graphic array |
|
440 |
|
441 i_year_mod_i = year_ob_i_long(n) - 1990 |
|
442 i_year_mod_f = i_year_mod_i + nyear - 1 - year_setback |
|
443 |
|
444 i_year_ob_f = nyear - year_setback - 1 |
|
445 |
|
446 ; print (nyear) |
|
447 ; print (i_year_ob_f) |
|
448 ; print (i_year_mod_i) |
|
449 ; print (i_year_mod_f) |
|
450 |
|
451 do i = 0,nfield-1 |
|
452 plot_data(0,:) = ndtooned(data_ob (i,0:i_year_ob_f,:)) |
|
453 plot_data(1,:) = ndtooned(data_mod_long(i,i_year_mod_i:i_year_mod_f,:,n)) |
|
454 plot_data@long_name = field(i)+" ("+field_unit(i)+")" |
|
455 plot(i)=gsn_csm_xy(wks,timeF,plot_data,res) ; create plot |
|
456 end do |
|
457 |
|
458 gsn_panel(wks,plot,(/3,2/),pres) ; create panel plot |
|
459 |
|
460 delete (wks) |
|
461 delete (plot) |
|
462 |
|
463 system("convert "+plot_name+"."+plot_type+" "+plot_name+"."+plot_type_new+";"+ \ |
|
464 "rm "+plot_name+"."+plot_type) |
|
465 |
|
466 delete (data_ob) |
|
467 delete (timeI) |
|
468 delete (timeF) |
|
469 delete (plot_data) |
|
470 |
|
471 end do |
|
472 |
|
473 ;################################################################### |
|
474 ; for the following tables, |
|
475 ; sort by latitude in decending order (N->S) |
|
476 |
|
477 isort = dim_pqsort(lat_ob_long,-1) |
|
478 |
|
479 station_sort = station_long(isort) |
|
480 year_ob_sort = year_ob_long(isort) |
|
481 lat_ob_sort = lat_ob_long(isort) |
|
482 lon_ob_sort = lon_ob_long(isort) |
|
483 |
|
484 ; print(isort) |
|
485 ; print(lat_ob_sort) |
|
486 |
|
487 ;******************************************************************* |
|
488 ; html table of site: observed |
|
489 ;******************************************************************* |
|
490 output_html = "tseries_vs_ob.html" |
|
491 |
|
492 header = (/"<HTML>" \ |
|
493 ,"<HEAD>" \ |
|
494 ,"<TITLE>CLAMP metrics</TITLE>" \ |
|
495 ,"</HEAD>" \ |
|
496 ,"<H1>Timeseries at Site: "+model_name+" vs Observation</H1>" \ |
|
497 /) |
|
498 footer = "</HTML>" |
|
499 |
|
500 table_header = (/ \ |
|
501 "<table border=1 cellspacing=0 cellpadding=3 width=60%>" \ |
|
502 ,"<tr>" \ |
|
503 ," <th bgcolor=DDDDDD >Site Name</th>" \ |
|
504 ," <th bgcolor=DDDDDD >Latitude</th>" \ |
|
505 ," <th bgcolor=DDDDDD >Longitude</th>" \ |
|
506 ," <th bgcolor=DDDDDD >Observed</th>" \ |
|
507 ,"</tr>" \ |
|
508 /) |
|
509 table_footer = "</table>" |
|
510 row_header = "<tr>" |
|
511 row_footer = "</tr>" |
|
512 |
|
513 lines = new(50000,string) |
|
514 nline = 0 |
|
515 |
|
516 set_line(lines,nline,header) |
|
517 set_line(lines,nline,table_header) |
|
518 ;----------------------------------------------- |
|
519 ; row of table |
|
520 |
|
521 do n = 0,nstation_long-1 |
|
522 |
|
523 set_line(lines,nline,row_header) |
|
524 |
|
525 txt0 = station_sort(n) |
|
526 txt1 = sprintf("%5.2f", lat_ob_sort(n)) |
|
527 txt2 = sprintf("%5.2f", lon_ob_sort(n)) |
|
528 txt3 = year_ob_sort(n) |
|
529 |
|
530 set_line(lines,nline,"<th><a href="+txt0+"_tseries_vs_ob.png>"+txt0+"</a></th>") |
|
531 set_line(lines,nline,"<th>"+txt1+"</th>") |
|
532 set_line(lines,nline,"<th>"+txt2+"</th>") |
|
533 set_line(lines,nline,"<th>"+txt3+"</th>") |
|
534 |
|
535 set_line(lines,nline,row_footer) |
|
536 end do |
|
537 ;----------------------------------------------- |
|
538 set_line(lines,nline,table_footer) |
|
539 set_line(lines,nline,footer) |
|
540 |
|
541 ; Now write to an HTML file. |
|
542 idx = ind(.not.ismissing(lines)) |
|
543 if(.not.any(ismissing(idx))) then |
|
544 asciiwrite(output_html,lines(idx)) |
|
545 else |
|
546 print ("error?") |
|
547 end if |
|
548 delete (idx) |
|
549 |
|
550 delete (isort) |
|
551 delete (station_sort) |
|
552 delete (year_ob_sort) |
|
553 delete (lat_ob_sort) |
|
554 delete (lon_ob_sort) |
|
555 |
|
556 ;************************************************************ |
|
557 ; compute annual cycle correlation coef and M score |
|
558 ;************************************************************ |
|
559 |
|
560 score_max = 1. |
|
561 |
|
562 ccr = new ((/nstation, nfield/),float) |
|
563 M_score = new ((/nstation, nfield/),float) |
|
564 |
|
565 do n=0,nstation-1 |
|
566 do m=0,nfield-1 |
|
567 ccr(n,m) = esccr(data_ob_ann(m,:,n),data_mod_ann(m,:,n),0) |
|
568 bias = sum(abs(data_mod_ann(m,:,n)-data_ob_ann(m,:,n))/(abs(data_mod_ann(m,:,n))+abs(data_ob_ann(m,:,n)))) |
|
569 M_score(n,m) = (1. -(bias/nmonth)) * score_max |
|
570 end do |
|
571 end do |
|
572 |
|
573 M_nee = avg(M_score(:,0)) |
|
574 M_rad = avg(M_score(:,1)) |
|
575 M_lh = avg(M_score(:,2)) |
|
576 M_sh = avg(M_score(:,3)) |
|
577 M_gpp = avg(M_score(:,4)) |
|
578 M_er = avg(M_score(:,5)) |
|
579 M_all = M_nee+ M_rad +M_lh + M_sh + M_gpp + M_er |
|
580 |
|
581 M_ameriflux_nee = sprintf("%.2f", M_nee) |
|
582 M_ameriflux_rad = sprintf("%.2f", M_rad) |
|
583 M_ameriflux_lh = sprintf("%.2f", M_lh ) |
|
584 M_ameriflux_sh = sprintf("%.2f", M_sh ) |
|
585 M_ameriflux_gpp = sprintf("%.2f", M_gpp) |
|
586 M_ameriflux_er = sprintf("%.2f", M_er ) |
|
587 M_ameriflux_all = sprintf("%.2f", M_all) |
|
588 |
|
589 ;******************************************************************* |
|
590 ; for station line plot |
|
591 ;******************************************************************* |
|
592 |
|
593 ; for x-axis in xyplot |
|
594 mon = ispan(1,12,1) |
|
595 mon@long_name = "month" |
|
596 |
|
597 ;------------------------------------------------------------------- |
|
598 |
|
599 plot_data = new((/2,nmonth/),float) |
|
600 plot_data!0 = "case" |
|
601 plot_data!1 = "month" |
|
602 |
|
603 do n = 0,nstation-1 |
|
604 ;---------------------------- |
|
605 ; for observed |
|
606 |
|
607 plot_name = station(n)+"_ob" |
|
608 title = station(n)+"("+sprintf("%5.2f",lat_ob(n))+","+sprintf("%5.2f",lon_ob(n))+")" |
|
609 res@tiMainString = title |
|
610 |
|
611 wks = gsn_open_wks (plot_type,plot_name) |
|
612 plot=new(nfield,graphic) ; create graphic array |
|
613 |
|
614 do i = 0,nfield-1 |
|
615 plot_data(0,:) = (/data_ob_ann(i,:,n)/) |
|
616 plot_data@long_name = field(i)+" ("+field_unit(i)+")" |
|
617 plot(i)=gsn_csm_xy(wks,mon,plot_data(0,:),res) ; create plot |
|
618 end do |
|
619 |
|
620 gsn_panel(wks,plot,(/3,2/),pres) ; create panel plot |
|
621 |
|
622 delete (wks) |
|
623 delete (plot) |
|
624 |
|
625 system("convert "+plot_name+"."+plot_type+" "+plot_name+"."+plot_type_new+";"+ \ |
|
626 "rm "+plot_name+"."+plot_type) |
|
627 |
|
628 ;---------------------------- |
|
629 ; for model_vs_ob |
|
630 |
|
631 plot_name = station(n)+"_model_vs_ob" |
|
632 title = station(n)+"("+sprintf("%5.2f",lat_ob(n))+","+sprintf("%5.2f",lon_ob(n))+")" |
|
633 res@tiMainString = title |
|
634 |
|
635 wks = gsn_open_wks (plot_type,plot_name) |
|
636 plot=new(nfield,graphic) ; create graphic array |
|
637 |
|
638 do i = 0,nfield-1 |
|
639 plot_data(0,:) = (/data_ob_ann(i,:,n)/) |
|
640 plot_data(1,:) = (/data_mod_ann(i,:,n)/) |
|
641 plot_data@long_name = field(i)+" ("+field_unit(i)+")" |
|
642 plot(i)=gsn_csm_xy(wks,mon,plot_data,res) ; create plot |
|
643 end do |
|
644 |
|
645 gsn_panel(wks,plot,(/3,2/),pres) ; create panel plot |
|
646 |
|
647 delete (wks) |
|
648 delete (plot) |
|
649 |
|
650 system("convert "+plot_name+"."+plot_type+" "+plot_name+"."+plot_type_new+";"+ \ |
|
651 "rm "+plot_name+"."+plot_type) |
|
652 end do |
|
653 |
|
654 ;################################################################### |
|
655 ; for the following tables, |
|
656 ; sort by latitude in decending order (N->S) |
|
657 ; sort by lat in decending order (N->S) |
|
658 |
|
659 isort = dim_pqsort(lat_ob,-1) |
|
660 |
|
661 station_sort = station(isort) |
|
662 year_ob_sort = year_ob(isort) |
|
663 lat_ob_sort = lat_ob(isort) |
|
664 lon_ob_sort = lon_ob(isort) |
|
665 M_score_sort = M_score(isort,:) |
|
666 |
|
667 ; print(isort) |
|
668 ; print(lat_ob_sort) |
|
669 ;################################################################### |
|
670 ;******************************************************************* |
|
671 ; html table of site: observed |
|
672 ;******************************************************************* |
|
673 output_html = "line_ob.html" |
|
674 |
|
675 header = (/"<HTML>" \ |
|
676 ,"<HEAD>" \ |
|
677 ,"<TITLE>CLAMP metrics</TITLE>" \ |
|
678 ,"</HEAD>" \ |
|
679 ,"<H1>Energy at Site: Observation</H1>" \ |
|
680 /) |
|
681 footer = "</HTML>" |
|
682 |
|
683 table_header = (/ \ |
|
684 "<table border=1 cellspacing=0 cellpadding=3 width=60%>" \ |
|
685 ,"<tr>" \ |
|
686 ," <th bgcolor=DDDDDD >Site Name</th>" \ |
|
687 ," <th bgcolor=DDDDDD >Latitude</th>" \ |
|
688 ," <th bgcolor=DDDDDD >Longitude</th>" \ |
|
689 ," <th bgcolor=DDDDDD >Observed</th>" \ |
|
690 ,"</tr>" \ |
|
691 /) |
|
692 table_footer = "</table>" |
|
693 row_header = "<tr>" |
|
694 row_footer = "</tr>" |
|
695 |
|
696 lines = new(50000,string) |
|
697 nline = 0 |
|
698 |
|
699 set_line(lines,nline,header) |
|
700 set_line(lines,nline,table_header) |
|
701 ;----------------------------------------------- |
|
702 ; row of table |
|
703 |
|
704 do n = 0,nstation-1 |
|
705 set_line(lines,nline,row_header) |
|
706 |
|
707 txt0 = station_sort(n) |
|
708 txt1 = sprintf("%5.2f", lat_ob_sort(n)) |
|
709 txt2 = sprintf("%5.2f", lon_ob_sort(n)) |
|
710 txt3 = year_ob_sort(n) |
|
711 |
|
712 set_line(lines,nline,"<th><a href="+txt0+"_ob.png>"+txt0+"</a></th>") |
|
713 set_line(lines,nline,"<th>"+txt1+"</th>") |
|
714 set_line(lines,nline,"<th>"+txt2+"</th>") |
|
715 set_line(lines,nline,"<th>"+txt3+"</th>") |
|
716 |
|
717 set_line(lines,nline,row_footer) |
|
718 end do |
|
719 ;----------------------------------------------- |
|
720 set_line(lines,nline,table_footer) |
|
721 set_line(lines,nline,footer) |
|
722 |
|
723 ; Now write to an HTML file. |
|
724 idx = ind(.not.ismissing(lines)) |
|
725 if(.not.any(ismissing(idx))) then |
|
726 asciiwrite(output_html,lines(idx)) |
|
727 else |
|
728 print ("error?") |
|
729 end if |
|
730 delete (idx) |
|
731 |
|
732 ;******************************************************************* |
|
733 ; score and line table : model vs observed |
|
734 ;******************************************************************* |
|
735 output_html = "score+line_vs_ob.html" |
|
736 |
|
737 header = (/"<HTML>" \ |
|
738 ,"<HEAD>" \ |
|
739 ,"<TITLE>CLAMP metrics</TITLE>" \ |
|
740 ,"</HEAD>" \ |
|
741 ,"<H1>Energy at Site: Model "+model_name+"</H1>" \ |
|
742 /) |
|
743 footer = "</HTML>" |
|
744 |
|
745 delete (table_header) |
|
746 table_header = (/ \ |
|
747 "<table border=1 cellspacing=0 cellpadding=3 width=100%>" \ |
|
748 ,"<tr>" \ |
|
749 ," <th bgcolor=DDDDDD >Site Name</th>" \ |
|
750 ," <th bgcolor=DDDDDD >Latitude</th>" \ |
|
751 ," <th bgcolor=DDDDDD >Longitude</th>" \ |
|
752 ," <th bgcolor=DDDDDD >Observed</th>" \ |
|
753 ," <th bgcolor=DDDDDD >NEE Flux</th>" \ |
|
754 ," <th bgcolor=DDDDDD >Shortwave <br> Incoming</th>" \ |
|
755 ," <th bgcolor=DDDDDD >Latent Heat</th>" \ |
|
756 ," <th bgcolor=DDDDDD >Sensible Heat</th>" \ |
|
757 ," <th bgcolor=DDDDDD >GPP Flux</th>" \ |
|
758 ," <th bgcolor=DDDDDD >Respiration</th>" \ |
|
759 ," <th bgcolor=DDDDDD >Average</th>" \ |
|
760 ,"</tr>" \ |
|
761 /) |
|
762 table_footer = "</table>" |
|
763 row_header = "<tr>" |
|
764 row_footer = "</tr>" |
|
765 |
|
766 lines = new(50000,string) |
|
767 nline = 0 |
|
768 |
|
769 set_line(lines,nline,header) |
|
770 set_line(lines,nline,table_header) |
|
771 ;----------------------------------------------- |
|
772 ; row of table |
|
773 |
|
774 do n = 0,nstation-1 |
|
775 set_line(lines,nline,row_header) |
|
776 |
|
777 txt0 = station_sort(n) |
|
778 txt1 = sprintf("%5.2f", lat_ob_sort(n)) |
|
779 txt2 = sprintf("%5.2f", lon_ob_sort(n)) |
|
780 txt3 = year_ob_sort(n) |
|
781 txt4 = sprintf("%5.2f", M_score_sort(n,0)) |
|
782 txt5 = sprintf("%5.2f", M_score_sort(n,1)) |
|
783 txt6 = sprintf("%5.2f", M_score_sort(n,2)) |
|
784 txt7 = sprintf("%5.2f", M_score_sort(n,3)) |
|
785 txt8 = sprintf("%5.2f", M_score_sort(n,4)) |
|
786 txt9 = sprintf("%5.2f", M_score_sort(n,5)) |
|
787 txt10 = sprintf("%5.2f", avg(M_score_sort(n,:))) |
|
788 |
|
789 set_line(lines,nline,"<th><a href="+txt0+"_model_vs_ob.png>"+txt0+"</a></th>") |
|
790 set_line(lines,nline,"<th>"+txt1+"</th>") |
|
791 set_line(lines,nline,"<th>"+txt2+"</th>") |
|
792 set_line(lines,nline,"<th>"+txt3+"</th>") |
|
793 set_line(lines,nline,"<th>"+txt4+"</th>") |
|
794 set_line(lines,nline,"<th>"+txt5+"</th>") |
|
795 set_line(lines,nline,"<th>"+txt6+"</th>") |
|
796 set_line(lines,nline,"<th>"+txt7+"</th>") |
|
797 set_line(lines,nline,"<th>"+txt8+"</th>") |
|
798 set_line(lines,nline,"<th>"+txt9+"</th>") |
|
799 set_line(lines,nline,"<th>"+txt10+"</th>") |
|
800 |
|
801 set_line(lines,nline,row_footer) |
|
802 end do |
|
803 |
|
804 ; last row, summary |
|
805 set_line(lines,nline,row_header) |
|
806 |
|
807 txt0 = "All_"+sprintf("%.0f", nstation) |
|
808 txt1 = "-" |
|
809 txt2 = "-" |
|
810 txt3 = "-" |
|
811 txt4 = M_ameriflux_nee |
|
812 txt5 = M_ameriflux_rad |
|
813 txt6 = M_ameriflux_lh |
|
814 txt7 = M_ameriflux_sh |
|
815 txt8 = M_ameriflux_gpp |
|
816 txt9 = M_ameriflux_er |
|
817 txt10 = M_ameriflux_all |
|
818 |
|
819 set_line(lines,nline,"<th>"+txt0+"</th>") |
|
820 set_line(lines,nline,"<th>"+txt1+"</th>") |
|
821 set_line(lines,nline,"<th>"+txt2+"</th>") |
|
822 set_line(lines,nline,"<th>"+txt3+"</th>") |
|
823 set_line(lines,nline,"<th>"+txt4+"</th>") |
|
824 set_line(lines,nline,"<th>"+txt5+"</th>") |
|
825 set_line(lines,nline,"<th>"+txt6+"</th>") |
|
826 set_line(lines,nline,"<th>"+txt7+"</th>") |
|
827 set_line(lines,nline,"<th>"+txt8+"</th>") |
|
828 set_line(lines,nline,"<th>"+txt9+"</th>") |
|
829 set_line(lines,nline,"<th>"+txt10+"</th>") |
|
830 |
|
831 set_line(lines,nline,row_footer) |
|
832 ;----------------------------------------------- |
|
833 set_line(lines,nline,table_footer) |
|
834 set_line(lines,nline,footer) |
|
835 |
|
836 ; Now write to an HTML file. |
|
837 idx = ind(.not.ismissing(lines)) |
|
838 if(.not.any(ismissing(idx))) then |
|
839 asciiwrite(output_html,lines(idx)) |
|
840 else |
|
841 print ("error?") |
|
842 end if |
|
843 delete (idx) |
|
844 |
|
845 ;************************************************************************************** |
|
846 ; update score |
|
847 ;************************************************************************************** |
|
848 |
|
849 if (isvar("compare")) then |
|
850 system("sed -e '1,/M_ameriflux_nee/s/M_ameriflux_nee/"+M_ameriflux_nee+"/' "+html_name2+" > "+html_new2+";"+ \ |
|
851 "mv -f "+html_new2+" "+html_name2+";"+ \ |
|
852 "sed -e '1,/M_ameriflux_rad/s/M_ameriflux_rad/"+M_ameriflux_rad+"/' "+html_name2+" > "+html_new2+";"+ \ |
|
853 "mv -f "+html_new2+" "+html_name2+";"+ \ |
|
854 "sed -e '1,/M_ameriflux_lh/s/M_ameriflux_lh/"+M_ameriflux_lh+"/' "+html_name2+" > "+html_new2+";"+ \ |
|
855 "mv -f "+html_new2+" "+html_name2+";"+ \ |
|
856 "sed -e '1,/M_ameriflux_sh/s/M_ameriflux_sh/"+M_ameriflux_sh+"/' "+html_name2+" > "+html_new2+";"+ \ |
|
857 "mv -f "+html_new2+" "+html_name2+";"+ \ |
|
858 "sed -e '1,/M_ameriflux_gpp/s/M_ameriflux_gpp/"+M_ameriflux_gpp+"/' "+html_name2+" > "+html_new2+";"+ \ |
|
859 "mv -f "+html_new2+" "+html_name2+";"+ \ |
|
860 "sed -e '1,/M_ameriflux_er/s/M_ameriflux_er/"+M_ameriflux_er+"/' "+html_name2+" > "+html_new2+";"+ \ |
|
861 "mv -f "+html_new2+" "+html_name2) |
|
862 end if |
|
863 |
|
864 system("sed s#M_ameriflux_nee#"+M_ameriflux_nee+"# "+html_name+" > "+html_new+";"+ \ |
|
865 "mv -f "+html_new+" "+html_name+";"+ \ |
|
866 "sed s#M_ameriflux_rad#"+M_ameriflux_rad+"# "+html_name+" > "+html_new+";"+ \ |
|
867 "mv -f "+html_new+" "+html_name+";"+ \ |
|
868 "sed s#M_ameriflux_lh#"+M_ameriflux_lh+"# "+html_name+" > "+html_new+";"+ \ |
|
869 "mv -f "+html_new+" "+html_name+";"+ \ |
|
870 "sed s#M_ameriflux_sh#"+M_ameriflux_sh+"# "+html_name+" > "+html_new+";"+ \ |
|
871 "mv -f "+html_new+" "+html_name+";"+ \ |
|
872 "sed s#M_ameriflux_gpp#"+M_ameriflux_gpp+"# "+html_name+" > "+html_new+";"+ \ |
|
873 "mv -f "+html_new+" "+html_name+";"+ \ |
|
874 "sed s#M_ameriflux_er#"+M_ameriflux_er+"# "+html_name+" > "+html_new+";"+ \ |
|
875 "mv -f "+html_new+" "+html_name) |
|
876 |
|
877 ;*************************************************************************** |
|
878 ; add total score and write to file |
|
879 ;*************************************************************************** |
|
880 M_total = M_ameriflux_all |
|
881 |
|
882 asciiwrite("M_save.ameriflux", M_total) |
|
883 |
|
884 ;*************************************************************************** |
|
885 ; output plot and html |
|
886 ;*************************************************************************** |
|
887 output_dir = model_name+"/ameriflux" |
|
888 |
|
889 system("mv *.png *.html " + output_dir) |
|
890 ;*************************************************************************** |
|
891 |
|
892 end |
|
893 |