-
Notifications
You must be signed in to change notification settings - Fork 0
/
Copy pathplot_gefs_NH_lows.ncl
691 lines (576 loc) · 25 KB
/
plot_gefs_NH_lows.ncl
1
2
3
4
5
6
7
8
9
10
11
12
13
14
15
16
17
18
19
20
21
22
23
24
25
26
27
28
29
30
31
32
33
34
35
36
37
38
39
40
41
42
43
44
45
46
47
48
49
50
51
52
53
54
55
56
57
58
59
60
61
62
63
64
65
66
67
68
69
70
71
72
73
74
75
76
77
78
79
80
81
82
83
84
85
86
87
88
89
90
91
92
93
94
95
96
97
98
99
100
101
102
103
104
105
106
107
108
109
110
111
112
113
114
115
116
117
118
119
120
121
122
123
124
125
126
127
128
129
130
131
132
133
134
135
136
137
138
139
140
141
142
143
144
145
146
147
148
149
150
151
152
153
154
155
156
157
158
159
160
161
162
163
164
165
166
167
168
169
170
171
172
173
174
175
176
177
178
179
180
181
182
183
184
185
186
187
188
189
190
191
192
193
194
195
196
197
198
199
200
201
202
203
204
205
206
207
208
209
210
211
212
213
214
215
216
217
218
219
220
221
222
223
224
225
226
227
228
229
230
231
232
233
234
235
236
237
238
239
240
241
242
243
244
245
246
247
248
249
250
251
252
253
254
255
256
257
258
259
260
261
262
263
264
265
266
267
268
269
270
271
272
273
274
275
276
277
278
279
280
281
282
283
284
285
286
287
288
289
290
291
292
293
294
295
296
297
298
299
300
301
302
303
304
305
306
307
308
309
310
311
312
313
314
315
316
317
318
319
320
321
322
323
324
325
326
327
328
329
330
331
332
333
334
335
336
337
338
339
340
341
342
343
344
345
346
347
348
349
350
351
352
353
354
355
356
357
358
359
360
361
362
363
364
365
366
367
368
369
370
371
372
373
374
375
376
377
378
379
380
381
382
383
384
385
386
387
388
389
390
391
392
393
394
395
396
397
398
399
400
401
402
403
404
405
406
407
408
409
410
411
412
413
414
415
416
417
418
419
420
421
422
423
424
425
426
427
428
429
430
431
432
433
434
435
436
437
438
439
440
441
442
443
444
445
446
447
448
449
450
451
452
453
454
455
456
457
458
459
460
461
462
463
464
465
466
467
468
469
470
471
472
473
474
475
476
477
478
479
480
481
482
483
484
485
486
487
488
489
490
491
492
493
494
495
496
497
498
499
500
501
502
503
504
505
506
507
508
509
510
511
512
513
514
515
516
517
518
519
520
521
522
523
524
525
526
527
528
529
530
531
532
533
534
535
536
537
538
539
540
541
542
543
544
545
546
547
548
549
550
551
552
553
554
555
556
557
558
559
560
561
562
563
564
565
566
567
568
569
570
571
572
573
574
575
576
577
578
579
580
581
582
583
584
585
586
587
588
589
590
591
592
593
594
595
596
597
598
599
600
601
602
603
604
605
606
607
608
609
610
611
612
613
614
615
616
617
618
619
620
621
622
623
624
625
626
627
628
629
630
631
632
633
634
635
636
637
638
639
640
641
642
643
644
645
646
647
648
649
650
651
652
653
654
655
656
657
658
659
660
661
662
663
664
665
666
667
668
669
670
671
672
673
674
675
676
677
678
679
680
681
682
683
684
685
686
687
688
; ===========================================
; Plots 4-panel of GEFS mean/spread & diff.
; Created by: Alicia M. Bentley
; Last updated: 23 October 2019
; ===========================================
load "$NCARG_ROOT/lib/ncarg/nclscripts/csm/contributed.ncl"
; ===========================================
begin
print("======================")
print("Script has started!")
print("======================")
;================================================================
; Define casename
if (isdefined("eventname")) then
print("Eventname defined on command line: "+eventname)
casename = eventname
else
print("No eventname defined on command line")
casename = "eventname"
end if
;==================================================================
; Define data_directory
if (isdefined("images_path")) then
print("images_path defined on command line: "+images_path)
image_dir = images_path
else
print("No images_path defined on command line")
image_dir = "images_path"
end if
;==================================================================
; Pre-defined domain definitions
minlatlist=(/15.0,35.0,25.0,31.0,40.0,25.5,35.0,42.0,41.0,34.0,40.0,34.0,24.5,12.5,10,20,1,-40,15/)
maxlatlist=(/60.0,75.0,50.0,43.0,50.0,37.5,44.0,50.0,49.5,43.0,48.0,42.5,35.0,35,27,47.5,60,-1,62.5/)
minlonlist=(/-135.0,160.0,-120,-125.0,-125.0,-108.0,-108.0,-110.0,-97.0,-97.0,-81.0,-86.0,-92.0,-105,-81,-95,110,137.5,-167.5/)
maxlonlist=(/-60.0,250.0,-72.5,-105.0,-107.0,-90.0,-92.0,-95.0,-80.5,-83.0,-66.5,-72.0,-76.0,-72.5,-55,-57.5,179,192.5,-115/)
regionlist=(/"us","ak","uszoom","sw","nw","t","cp","np","mw","ov","ne","ma","se","gom","pr","nwatl","wpac","spac","epac"/)
if (isdefined("scriptregion")) then
if (scriptregion .eq. "new")
print("New domain requested. Script will fail if the following variables are not defined with command line arguments: regionname, minlat, minlon, maxlat, maxlon.")
scriptregion=regionname
else
print("Domain defined on command line: "+scriptregion)
scriptregion=str_lower(scriptregion)
end if
else
scriptregion="us"
end if
; =================================================================
; Obtaining the date of the forecast requested
scriptyear=toint(str_get_cols(scriptyyyymmddhh,0,3))
scriptmonth=toint(str_get_cols(scriptyyyymmddhh,4,5))
scriptday=toint(str_get_cols(scriptyyyymmddhh,6,7))
scripthour=toint(str_get_cols(scriptyyyymmddhh,8,9))
timeunits="hours since 1800-01-01 00:00"
datemodel=ut_inv_calendar(scriptyear,scriptmonth,scriptday,scripthour,0,0,timeunits,0)
datestart=ut_inv_calendar(scriptyear,scriptmonth,scriptday,scripthour,0,0,timeunits,0)
; Define start and end dates for changing GEFS tarfile naming conventions on HPSS
gefs_cdate = cd_inv_calendar(2019,8,20,00,00,00,timeunits,0) ; Specify date formating changed
if (datemodel .ge. gefs_cdate) then
print("idate is after GEFS moved to Dell")
gefstar = "gpfs_dell2_nco_ops_com_gens_prod_gefs"
else if (datemodel .lt. gefs_cdate) then
print("idate is before GEFS moved to Dell")
gefstar = "com2_gens_prod_gefs"
end if
end if
;;; Define start and end dates of retro streams so HPSS directories are named correctly
retro1_sdate = cd_inv_calendar(2017,1,1,00,00,00,timeunits,0) ; Specify start date of date range (sdate)
retro1_edate = cd_inv_calendar(2017,12,31,18,00,00,timeunits,0) ; Specify end date of date range (edate)
retro2_sdate = cd_inv_calendar(2018,1,1,00,00,00,timeunits,0) ; Specify start date of date range (sdate)
retro2_edate = cd_inv_calendar(2018,12,31,18,00,00,timeunits,0) ; Specify end date of date range (edate)
retro3_sdate = cd_inv_calendar(2019,1,1,00,00,00,timeunits,0) ; Specify start date of date range (sdate)
retro3_edate = cd_inv_calendar(2019,12,31,18,00,00,timeunits,0) ; Specify end date of date range (edate)
if (datemodel .ge. retro1_sdate) .and. (datemodel .le. retro1_edate) then
prod_dir = "/NCEPPROD/hpssprod/runhistory/rh2017"
archive_dir = "/NCEPDEV/emc-ensemble/2year/emc.enspara/fv3gefs/RETRO/2017"
WCOSS_dir = "/gpfs/hps2/nco/storage/fv3gefs/RETRO/2017"
else if (datemodel .ge. retro2_sdate) .and. (datemodel .le. retro2_edate) then
prod_dir = "/NCEPPROD/hpssprod/runhistory/rh2018"
archive_dir = "/NCEPDEV/emc-ensemble/2year/emc.enspara/fv3gefs/RETRO/2018"
WCOSS_dir = "/gpfs/hps2/nco/storage/fv3gefs/RETRO/2018"
else if (datemodel .ge. retro3_sdate) .and. (datemodel .le. retro3_edate) then
prod_dir = "/NCEPPROD/hpssprod/runhistory/rh2019"
archive_dir = "/NCEPDEV/emc-ensemble/2year/emc.enspara/fv3gefs/RETRO/2019"
WCOSS_dir = "/gpfs/hps2/nco/storage/fv3gefs/RETRO/2019"
end if
end if
end if
;==================================================================
; Obtaining the date of the valid time requested
validyear=toint(str_get_cols(validyyyymmddhh,0,3))
validmonth=toint(str_get_cols(validyyyymmddhh,4,5))
validday=toint(str_get_cols(validyyyymmddhh,6,7))
validhour=toint(str_get_cols(validyyyymmddhh,8,9))
timeunits="hours since 1800-01-01 00:00"
datevalid=ut_inv_calendar(validyear,validmonth,validday,validhour,0,0,timeunits,0)
fhours = toint(datevalid)
fhours = toint(datevalid - datestart)
fdates = datevalid
;===================================================================
do h=0,dimsizes(fdates)-1
;print((/fhours(h)/))
thisdate=fdates(h)
thisdate@units=timeunits
modelstrings=tostring(ut_calendar(thisdate,-3))
ms=tostring(ut_calendar(datemodel,-3))
;model date
yearm=str_get_cols(ms,0,3)
monthm=str_get_cols(ms,4,5)
daym=str_get_cols(ms,6,7)
hourm=str_get_cols(ms,8,9)
mdhm=str_get_cols(ms,4,9)
ymm=str_get_cols(ms,0,5)
ymdm=str_get_cols(ms,0,7)
;date of forecast hour
year=str_get_cols(modelstrings,0,3)
month=str_get_cols(modelstrings,4,5)
day=str_get_cols(modelstrings,6,7)
hour=str_get_cols(modelstrings,8,9)
mdh=str_get_cols(modelstrings,4,9)
ymd=str_get_cols(modelstrings,0,7)
monthind=toint(month)
months=(/"","January","February","March","April","May","June","July","August","September","October","November","December"/)
print(" ")
print("Int: YYYYMMDDHH (FXXX): "+ymdm+hourm+" (F"+sprinti("%0.3i",fhours(h))+")")
; ==========================================================================
;;;;; Look for GEFSv12 mean file on WCOSS...
;;;;; If not found, pull file from HPSS.
;Obtaining GEFSv12 mean file
parafile_geavg ="../"+ymdm+hourm+"/geavgv12."+ymdm+".t"+hourm+"z.pgrb2a.1p00.f"+sprinti("%0.3i",fhours(h))+".grib2"
if (isfilepresent(parafile_geavg)) then
print("GEFSv12 mean file found (it was already downloaded)...")
else
print("GEFSv12 mean file is missing...")
system("pwd")
end if
para_geavg=addfile("../"+ymdm+hourm+"/geavgv12."+ymdm+".t"+hourm+"z.pgrb2a.1p00.f"+sprinti("%0.3i",fhours(h))+".grib2","r")
;-----------------------------------------------------------------------------------
; Obtaining GEFSv12 spread file
parafile_geavg ="../"+ymdm+hourm+"/gesprv12."+ymdm+".t"+hourm+"z.pgrb2a.1p00.f"+sprinti("%0.3i",fhours(h))+".grib2"
if (isfilepresent(parafile_geavg)) then
print("GEFSv12 spread file found (it was already downloaded)...")
else
print("GEFSv12 spread file is missing...")
system("pwd")
end if
para_gespr=addfile("../"+ymdm+hourm+"/gesprv12."+ymdm+".t"+hourm+"z.pgrb2a.1p00.f"+sprinti("%0.3i",fhours(h))+".grib2","r")
;-----------------------------------------------------------------------------------
; Obtaining GEFSv12 ensmeble member files
do member = 0,30,1
; print("member: "+member)
if member .eq. 0 then
mem_name = "gec00"
else
if member .le. 9 then
mem_name = "gep0"+member
else if member .ge. 10 then
mem_name = "gep"+member
end if
end if
; print("mem_name: "+mem_name)
end if
parafile_mem = "../members/"+mem_name+"v12."+ymdm+".t"+hourm+"z.pgrb2a.1p00.f"+sprinti("%0.3i",fhours(h))+".grib2"
if (isfilepresent(parafile_mem)) then
print("GEFSv12 "+mem_name+" file found (it was already downloaded)...")
else
print("GEFSv12 "+mem_name+" file is missing...")
system("pwd ../members/")
end if
end do
; ----------------------------------------------------------------------------------
;Obtaining GEFSv11 mean file
prodfile_geavg ="../"+ymdm+hourm+"/geavgv11."+ymdm+".t"+hourm+"z.pgrb2a.1p00.f"+sprinti("%0.3i",fhours(h))+".grib2"
if (isfilepresent(prodfile_geavg)) then
print("GEFSv11 mean file found (it was already downloaded)...")
else
print("GEFSv11 mean file is missing...")
system("pwd")
end if
prod_geavg=addfile("../"+ymdm+hourm+"/geavgv11."+ymdm+".t"+hourm+"z.pgrb2a.1p00.f"+sprinti("%0.3i",fhours(h))+".grib2","r")
;-----------------------------------------------------------------------------------
;Obtaining GEFSv11 spread file
prodfile_gespr ="../"+ymdm+hourm+"/gesprv11."+ymdm+".t"+hourm+"z.pgrb2a.1p00.f"+sprinti("%0.3i",fhours(h))+".grib2"
if (isfilepresent(prodfile_gespr)) then
print("GEFSv11 spread file found (it was already downloaded)...")
else
print("GEFSv11 spread file is missing...")
system("pwd")
end if
prod_gespr=addfile("../"+ymdm+hourm+"/gesprv11."+ymdm+".t"+hourm+"z.pgrb2a.1p00.f"+sprinti("%0.3i",fhours(h))+".grib2","r")
;-----------------------------------------------------------------------------------
; Obtaining GEFSv11 ensemble member files
do member = 0,20,1
; print("member: "+member)
if member .eq. 0 then
mem_name = "gec00"
else
if member .le. 9 then
mem_name = "gep0"+member
else if member .ge. 10 then
mem_name = "gep"+member
end if
end if
; print("mem_name: "+mem_name)
end if
prodfile_mem = "../members/"+mem_name+"v11."+ymdm+".t"+hourm+"z.pgrb2a.1p00.f"+sprinti("%0.3i",fhours(h))+".grib2"
if (isfilepresent(prodfile_mem)) then
print("GEFSv11 "+mem_name+" file found (it was already downloaded)...")
else
print("GEFSv11 "+mem_name+" file is missing...")
system("pwd ../members/")
end if
end do
;-----------------------------------------------------------------------------------
;;;;; Look for 1.0 GFS analysis file on WCOSS...
;;;;; If not found, pull file from HPSS.
anlfile="/gpfs/hps/nco/ops/com/gfs/prod/gfs."+ymd+"/"+hourm+"/gfs.t"+hour+"z.pgrb2.0p25.f000.grib2"
if (isfilepresent(anlfile)) then
anl=addfile(anlfile,"r")
else
anlfile ="../analyses/gfs."+ymd+".t"+hour+"z.pgrb2.1p00.f000.grib2"
if (isfilepresent(anlfile)) then
print("GFS analysis file found (data was already downloaded)...")
else
print("GFS analysis file is missing...")
end if
anl=addfile("../analyses/gfs."+ymd+".t"+hour+"z.pgrb2.1p00.f000.grib2","r")
end if
; ============================================================================
; ======================= Download data ======================================
; ============================================================================
; print(prod)
vnames:=getfilevarnames(prod_geavg)
slpprod_mean = prod_geavg->PRMSL_P2_L101_GLL0
slppara_mean = para_geavg->PRMSL_P2_L101_GLL0
slpprod_spread = prod_gespr->PRMSL_P2_L101_GLL0
slppara_spread = para_gespr->PRMSL_P2_L101_GLL0
slp_anl = anl->PRMSL_P0_L101_GLL0
slpprod_mean = slpprod_mean/100.
slppara_mean = slppara_mean/100.
slpprod_spread = slpprod_spread/100.
slppara_spread = slppara_spread/100.
slp_anl=slp_anl/100.
dif = slpprod_mean
dif = slppara_mean - slpprod_mean
dif_anl = slp_anl
dif_anl = slppara_mean - slp_anl
mslpv12 := new((/31,181,360/),"float")
do e = 0,30
if (e .eq. 0) then
a := addfile("../members/gec00v12."+ymdm+".t"+hourm+"z.pgrb2a.1p00.f"+sprinti("%0.3i",fhours(h))+".grib2","r")
ens_mslp := a->PRMSL_P1_L101_GLL0(::-1,:)
ens_mslp = ens_mslp * .01
mslpv12(e,:,:) = ens_mslp
else
if (e .lt. 10) then
ensv12 = "0"+e
else if (e .ge. 10) then
ensv12 = e
end if
end if
a := addfile("../members/gep"+ensv12+"v12."+ymdm+".t"+hourm+"z.pgrb2a.1p00.f"+sprinti("%0.3i",fhours(h))+".grib2","r")
ens_mslp := a->PRMSL_P1_L101_GLL0(::-1,:)
ens_mslp = ens_mslp * .01
mslpv12(e,:,:) = ens_mslp
end if
end do ; e
mslpv11 := new((/21,181,360/),"float")
do e = 0,20
if (e .eq. 0) then
a := addfile("../members/gec00v11."+ymdm+".t"+hourm+"z.pgrb2a.1p00.f"+sprinti("%0.3i",fhours(h))+".grib2","r")
ens_mslp := a->PRMSL_P1_L101_GLL0(::-1,:)
ens_mslp = ens_mslp * .01
mslpv11(e,:,:) = ens_mslp
else
if (e .lt. 10) then
ensv11 = "0"+e
else if (e .ge. 10) then
ensv11 = e
end if
end if
a := addfile("../members/gep"+ensv11+"v11."+ymdm+".t"+hourm+"z.pgrb2a.1p00.f"+sprinti("%0.3i",fhours(h))+".grib2","r")
ens_mslp := a->PRMSL_P1_L101_GLL0(::-1,:)
ens_mslp = ens_mslp * .01
mslpv11(e,:,:) = ens_mslp
end if
end do ; e
; ============================================================================
; ======================= Make plot ==========================================
; ============================================================================
plot_dir = image_dir+"/"+casename+"/images/dprogdt"
system("mkdir -p "+plot_dir)
wks = gsn_open_wks("png", plot_dir+"/gefs_"+scriptregion+"_lows_"+casename+"_int"+ymdm+hourm+"_val"+ymd+hour) ; open a png file
;gsn_define_colormap(wks,"BlueWhiteOrangeRed")
gsn_define_colormap(wks,"alicia")
;gsn_define_colormap(wks,"MPL_jet")
plot=new(4,"graphic")
res = True
;res@mpOutlineBoundarySets="AllBoundaries"
res@mpOutlineBoundarySets="GeophysicalAndUSStates"
res@mpDataBaseVersion="MediumRes"
res@gsnMaximize=True
res@tmXBLabelFontHeightF=.008
res@tmYLLabelFontHeightF=.008
res@gsnRightString="SLP"
res@gsnAddCyclic=False
res@gsnLeftString="GEFSv11 Forecast initialized "+hourm+"Z "+daym+" "+months(toint(monthm))+ " " +yearm+" valid "+hour+"Z "+day+ " "+months(monthind)+ " " +year+ " (F"+sprinti("%0.2i",fhours(h))+")"
res@mpOutlineDrawOrder="PostDraw"
res@mpFillColor="grey75"
res@cnInfoLabelOn=False
res@mpFillDrawOrder="PreDraw"
res@cnLabelMasking=True
res@mpGeophysicalLineColor="black"
res@mpGeophysicalLineThicknessF=2.0
res@mpNationalLineThicknessF=2.0
;res@cnFillMode="RasterFill"
;res@cnRasterSmoothingOn=True
res@mpUSStateLineThicknessF=1.0
res@mpCountyLineThicknessF=.5
;res@mpUSStateLineThicknessF=3.0
res@mpNationalLineColor="black"
res@mpUSStateLineColor="black"
res@cnLineLabelsOn=False
res@pmLabelBarHeightF=.05
res@lbLabelFontHeightF=.008
res@gsnLeftStringFontHeightF=.01
res@gsnRightStringFontHeightF=.01
res@cnFillOn=True
res@mpFillOn=True
res@cnFillMode="RasterFill"
res@cnRasterSmoothingOn=True
res@cnLevelSelectionMode="ExplicitLevels"
res@cnLevels := (/1,2,3,4,5,6,7,8,9,10,11,12,13,14,15,16,17,18/)
res@cnFillColors := (/-1,11,12,13,14,16,18,19,20,35,37,38,24,25,26,27,28,29,0/)
res@cnLinesOn=False
res@mpLimitMode="LatLon"
res@gsnDraw=False
;res@mpProjection="Mercator"
if scriptregion.eq."nh" then
res@gsnPolar = "NH"
res@mpCenterLonF = -90.
res@mpMinLatF = 10
res@mpMaxLatF = 90
else if scriptregion.eq."sh" then
res@gsnPolar = "SH"
res@mpCenterLonF = -90.
res@mpMinLatF = -90
res@mpMaxLatF = -10
else if scriptregion.eq."NH" then
res@gsnPolar = "NH"
res@mpCenterLonF = -90.
res@mpMinLatF = 10
res@mpMaxLatF = 90
end if
end if
end if
;res@lbLabelStride=1
res@cnLinesOn=False
res@lbLabelAutoStride=True
res@gsnFrame=False
res@lbLabelBarOn=True
if scriptregion.eq."us" then
res@mpNationalLineThicknessF=2.0
res@mpGeophysicalLineThicknessF=2.0
end if
res@cnLineLabelInterval=1
res@cnLineLabelDensityF=1.5
plot(0) = gsn_csm_contour_map(wks,slpprod_spread,res) ; create a default plot
;---------------------------------------------------------------------
hres=True
hres@cnLinesOn=True
hres@cnFillOn=False
hres@cnInfoLabelOn=False
hres@cnLevelSelectionMode="ExplicitLevels"
hres@gsnMaximize=True
hres@cnLineLabelInterval=1
hres@gsnLeftString=""
hres@gsnRightString=""
hres@cnLevels=fspan(920,1060,36)
hres@gsnDraw=False
hres@cnLabelMasking=True
hres@cnLineLabelBackgroundColor=-1
hres@cnLineLabelAngleF=0.0
hres@cnLineThicknessF=2.0
hres@cnLineLabelFontHeightF=.009
hres@cnLineLabelsOn=True
hres@cnLineColor="black"
hres@cnLowLabelsOn=False
hres@cnLowLabelBackgroundColor=-1
hres@cnLowLabelFontColor="black"
hres@cnHighLabelFontHeightF=.019
hres@cnHighLabelFont = "helvetica-bold"
hres@cnLowLabelFont = "helvetica-bold"
hres@gsnFrame=False
;print("plotting height")
plot_heightprod=gsn_csm_contour(wks,slpprod_mean,hres)
;----------------------------------------------------
lres = True
lres@gsnFrame = False
lres@gsnDraw = False
lres@gsnLeftString = ""
lres@gsnRightString = ""
lres@cnInfoLabelOn = False
lres@cnFillOn = False
lres@cnLineLabelsOn = False
lres@cnLinesOn = False
lres@gsnAddCyclic = True
lres@cnLowLabelsOn = True
lres@cnLowLabelBackgroundColor = -1
;lres@cnLowLabelString = "$ZDV$"
lres@cnLowLabelString = "L"
lres@cnLowLabelPerimOn = False
lres@cnLowLabelFontHeightF = 0.02
lres@cnLowLabelFontThicknessF = 4.0
lres@cnLowLabelFontColor = "red3"
lres@cnLowLabelFont = "helvetica-bold"
lres@cnHighLabelsOn = True
lres@cnHighLabelBackgroundColor = -1
;lres@cnHighLabelString = "$ZDV$"
lres@cnHighLabelString = "H"
lres@cnHighLabelPerimOn = False
lres@cnHighLabelFontHeightF = lres@cnLowLabelFontHeightF
lres@cnHighLabelFontThicknessF = lres@cnLowLabelFontThicknessF
lres@cnHighLabelFontColor = "blue"
lres@cnHighLabelFont = lres@cnLowLabelFont
lows0_v11 = gsn_csm_contour(wks, mslpv11(0,:,:), lres)
lows1_v11 = gsn_csm_contour(wks, mslpv11(1,:,:), lres)
lows2_v11 = gsn_csm_contour(wks, mslpv11(2,:,:), lres)
lows3_v11 = gsn_csm_contour(wks, mslpv11(3,:,:), lres)
lows4_v11 = gsn_csm_contour(wks, mslpv11(4,:,:), lres)
lows5_v11 = gsn_csm_contour(wks, mslpv11(5,:,:), lres)
lows6_v11 = gsn_csm_contour(wks, mslpv11(6,:,:), lres)
lows7_v11 = gsn_csm_contour(wks, mslpv11(7,:,:), lres)
lows8_v11 = gsn_csm_contour(wks, mslpv11(8,:,:), lres)
lows9_v11 = gsn_csm_contour(wks, mslpv11(9,:,:), lres)
lows10_v11 = gsn_csm_contour(wks, mslpv11(10,:,:), lres)
lows11_v11 = gsn_csm_contour(wks, mslpv11(11,:,:), lres)
lows12_v11 = gsn_csm_contour(wks, mslpv11(12,:,:), lres)
lows13_v11 = gsn_csm_contour(wks, mslpv11(13,:,:), lres)
lows14_v11 = gsn_csm_contour(wks, mslpv11(14,:,:), lres)
lows15_v11 = gsn_csm_contour(wks, mslpv11(15,:,:), lres)
lows16_v11 = gsn_csm_contour(wks, mslpv11(16,:,:), lres)
lows17_v11 = gsn_csm_contour(wks, mslpv11(17,:,:), lres)
lows18_v11 = gsn_csm_contour(wks, mslpv11(18,:,:), lres)
lows19_v11 = gsn_csm_contour(wks, mslpv11(19,:,:), lres)
lows20_v11 = gsn_csm_contour(wks, mslpv11(20,:,:), lres)
;-------------------------------------------------
res@gsnLeftString="GEFSv12 Forecast initialized "+hourm+"Z "+daym+" "+months(toint(monthm))+ " " +yearm+" valid "+hour+"Z "+day+ " "+months(monthind)+ " " +year+ " (F"+sprinti("%0.2i",fhours(h))+")"
plot(1) = gsn_csm_contour_map(wks,slppara_spread,res) ; create a default plot
;print("plotting height")
plot_heightpara=gsn_csm_contour(wks,slppara_mean,hres)
lows0_v12 = gsn_csm_contour(wks, mslpv12(0,:,:), lres)
lows1_v12 = gsn_csm_contour(wks, mslpv12(1,:,:), lres)
lows2_v12 = gsn_csm_contour(wks, mslpv12(2,:,:), lres)
lows3_v12 = gsn_csm_contour(wks, mslpv12(3,:,:), lres)
lows4_v12 = gsn_csm_contour(wks, mslpv12(4,:,:), lres)
lows5_v12 = gsn_csm_contour(wks, mslpv12(5,:,:), lres)
lows6_v12 = gsn_csm_contour(wks, mslpv12(6,:,:), lres)
lows7_v12 = gsn_csm_contour(wks, mslpv12(7,:,:), lres)
lows8_v12 = gsn_csm_contour(wks, mslpv12(8,:,:), lres)
lows9_v12 = gsn_csm_contour(wks, mslpv12(9,:,:), lres)
lows10_v12 = gsn_csm_contour(wks, mslpv12(10,:,:), lres)
lows11_v12 = gsn_csm_contour(wks, mslpv12(11,:,:), lres)
lows12_v12 = gsn_csm_contour(wks, mslpv12(12,:,:), lres)
lows13_v12 = gsn_csm_contour(wks, mslpv12(13,:,:), lres)
lows14_v12 = gsn_csm_contour(wks, mslpv12(14,:,:), lres)
lows15_v12 = gsn_csm_contour(wks, mslpv12(15,:,:), lres)
lows16_v12 = gsn_csm_contour(wks, mslpv12(16,:,:), lres)
lows17_v12 = gsn_csm_contour(wks, mslpv12(17,:,:), lres)
lows18_v12 = gsn_csm_contour(wks, mslpv12(18,:,:), lres)
lows19_v12 = gsn_csm_contour(wks, mslpv12(19,:,:), lres)
lows20_v12 = gsn_csm_contour(wks, mslpv12(20,:,:), lres)
lows21_v12 = gsn_csm_contour(wks, mslpv12(21,:,:), lres)
lows22_v12 = gsn_csm_contour(wks, mslpv12(22,:,:), lres)
lows23_v12 = gsn_csm_contour(wks, mslpv12(23,:,:), lres)
lows24_v12 = gsn_csm_contour(wks, mslpv12(24,:,:), lres)
lows25_v12 = gsn_csm_contour(wks, mslpv12(25,:,:), lres)
lows26_v12 = gsn_csm_contour(wks, mslpv12(26,:,:), lres)
lows27_v12 = gsn_csm_contour(wks, mslpv12(27,:,:), lres)
lows28_v12 = gsn_csm_contour(wks, mslpv12(28,:,:), lres)
lows29_v12 = gsn_csm_contour(wks, mslpv12(29,:,:), lres)
lows30_v12 = gsn_csm_contour(wks, mslpv12(30,:,:), lres)
;-------------------------------------------------
resdif=True
resdif=res
resdif@cnFillPalette=("BlueWhiteOrangeRed")
delete(resdif@cnFillColors)
delete(resdif@cnLevels)
resdif@cnLevels:=ispan(-14,14,2)
resdif@gsnLeftString="GEFSv12 Forecast minus GEFSv11 Forecast valid "+hour+"Z "+day+ " "+months(monthind)+ " " +year+ " (F"+sprinti("%0.2i",fhours(h))+")"
plot(2) = gsn_csm_contour_map(wks,dif,resdif) ; create a default plot
; -----------------------------------------------
fres = True
fres = lres
fres@cnLowLabelFontColor = "black"
fres@cnHighLabelFontColor = fres@cnLowLabelFontColor
fres@cnLowLabelFontHeightF = 0.023
fres@cnHighLabelFontHeightF = fres@cnLowLabelFontHeightF
resdif@gsnLeftString="GEFSv12 Forecast minus GFS Analysis (contoured) valid "+hour+"Z "+day+ " "+months(monthind)+ " " +year+ " (F"+sprinti("%0.2i",fhours(h))+")"
plot(3) = gsn_csm_contour_map(wks,dif_anl,resdif) ; create a default plot
plot_heightanl=gsn_csm_contour(wks,slp_anl,hres)
lows_analysis = gsn_csm_contour(wks, slp_anl, fres)
; -----------------------------------------------
resP=True
resP@gsnMaximize=True
resP@txFontHeightF=.012
resP@gsnPanelLabelBar=False
;resP@txString="initialized "+hourm+"Z "+daym+" "+months(toint(monthm))+ " " +yearm+" valid "+hour+"Z "+day+ " "+months(monthind)+ " " +year+ " (F"+sprinti("%0.2i",fhours(h-1))+")"
resP@gsnFrame=False
overlay(plot(0),plot_heightprod)
overlay(plot(0),lows0_v11)
overlay(plot(0),lows1_v11)
overlay(plot(0),lows2_v11)
overlay(plot(0),lows3_v11)
overlay(plot(0),lows4_v11)
overlay(plot(0),lows5_v11)
overlay(plot(0),lows6_v11)
overlay(plot(0),lows7_v11)
overlay(plot(0),lows8_v11)
overlay(plot(0),lows9_v11)
overlay(plot(0),lows10_v11)
overlay(plot(0),lows11_v11)
overlay(plot(0),lows12_v11)
overlay(plot(0),lows13_v11)
overlay(plot(0),lows14_v11)
overlay(plot(0),lows15_v11)
overlay(plot(0),lows16_v11)
overlay(plot(0),lows17_v11)
overlay(plot(0),lows18_v11)
overlay(plot(0),lows19_v11)
overlay(plot(0),lows20_v11)
overlay(plot(1),plot_heightpara)
overlay(plot(1),lows0_v12)
overlay(plot(1),lows1_v12)
overlay(plot(1),lows2_v12)
overlay(plot(1),lows3_v12)
overlay(plot(1),lows4_v12)
overlay(plot(1),lows5_v12)
overlay(plot(1),lows6_v12)
overlay(plot(1),lows7_v12)
overlay(plot(1),lows8_v12)
overlay(plot(1),lows9_v12)
overlay(plot(1),lows10_v12)
overlay(plot(1),lows11_v12)
overlay(plot(1),lows12_v12)
overlay(plot(1),lows13_v12)
overlay(plot(1),lows14_v12)
overlay(plot(1),lows15_v12)
overlay(plot(1),lows16_v12)
overlay(plot(1),lows17_v12)
overlay(plot(1),lows18_v12)
overlay(plot(1),lows19_v12)
overlay(plot(1),lows20_v12)
overlay(plot(1),lows21_v12)
overlay(plot(1),lows22_v12)
overlay(plot(1),lows23_v12)
overlay(plot(1),lows24_v12)
overlay(plot(1),lows25_v12)
overlay(plot(1),lows26_v12)
overlay(plot(1),lows27_v12)
overlay(plot(1),lows28_v12)
overlay(plot(1),lows29_v12)
overlay(plot(1),lows30_v12)
overlay(plot(3),plot_heightanl)
overlay(plot(3),lows_analysis)
gsn_panel(wks,plot,(/2,2/),resP)
print("Framing figure")
frame(wks)
print("Deleting workstation")
delete(wks)
system("convert "+plot_dir+"/gefs_"+scriptregion+"_lows_"+casename+"_int"+ymdm+hourm+"_val"+ymd+hour+".png -trim +repage "+plot_dir+"/gefs_"+scriptregion+"_lows_"+casename+"_int"+ymdm+hourm+"_val"+ymd+hour+".png")
end do
print("======================")
print("Script has finished!")
print("======================")
end