forrest@0
|
1 |
;********************************************************
|
forrest@0
|
2 |
; histogram normalized by rain and compute correleration
|
forrest@0
|
3 |
;********************************************************
|
forrest@0
|
4 |
load "$NCARG_ROOT/lib/ncarg/nclscripts/csm/gsn_code.ncl.test"
|
forrest@0
|
5 |
load "$NCARG_ROOT/lib/ncarg/nclscripts/csm/gsn_csm.ncl.test"
|
forrest@0
|
6 |
load "$NCARG_ROOT/lib/ncarg/nclscripts/csm/contributed.ncl"
|
forrest@0
|
7 |
|
forrest@0
|
8 |
procedure pminmax(data:numeric,name:string)
|
forrest@0
|
9 |
begin
|
forrest@0
|
10 |
print ("min/max " + name + " = " + min(data) + "/" + max(data))
|
forrest@0
|
11 |
if(isatt(data,"units")) then
|
forrest@0
|
12 |
print (name + " units = " + data@units)
|
forrest@0
|
13 |
end if
|
forrest@0
|
14 |
end
|
forrest@0
|
15 |
|
forrest@0
|
16 |
; Main code.
|
forrest@0
|
17 |
begin
|
forrest@0
|
18 |
|
forrest@0
|
19 |
nclass = 20
|
forrest@0
|
20 |
|
forrest@0
|
21 |
plot_type = "ps"
|
forrest@0
|
22 |
plot_type_new = "png"
|
forrest@0
|
23 |
|
forrest@0
|
24 |
;************************************************
|
forrest@0
|
25 |
; read in data: model
|
forrest@0
|
26 |
;************************************************
|
forrest@0
|
27 |
;film = "b30.061n_1995-2004_MONS_climo_lnd.nc"
|
forrest@0
|
28 |
;model_name = "b30.061n"
|
forrest@0
|
29 |
;model_grid = "T31"
|
forrest@0
|
30 |
|
forrest@0
|
31 |
;film = "newcn05_ncep_1i_MONS_climo_lnd.nc"
|
forrest@0
|
32 |
;model_name = "newcn"
|
forrest@0
|
33 |
;model_grid = "1.9"
|
forrest@0
|
34 |
|
forrest@0
|
35 |
;film = "i01.06cn_1798-2004_MONS_climo.nc"
|
forrest@0
|
36 |
;model_name = "06cn"
|
forrest@0
|
37 |
;model_grid = "T42"
|
forrest@0
|
38 |
|
forrest@0
|
39 |
;film = "i01.06casa_1798-2004_MONS_climo.nc"
|
forrest@0
|
40 |
;model_name = "06casa"
|
forrest@0
|
41 |
;model_grid = "T42"
|
forrest@0
|
42 |
|
forrest@0
|
43 |
;film = "i01.10cn_1948-2004_MONS_climo.nc"
|
forrest@0
|
44 |
;model_name = "10cn"
|
forrest@0
|
45 |
;model_grid = "T42"
|
forrest@0
|
46 |
|
forrest@0
|
47 |
film = "i01.10casa_1948-2004_MONS_climo.nc"
|
forrest@0
|
48 |
model_name = "10casa"
|
forrest@0
|
49 |
model_grid = "T42"
|
forrest@0
|
50 |
;------------------------------------------------
|
forrest@0
|
51 |
dirm = "/fis/cgd/cseg/people/jeff/clamp_data/model/"
|
forrest@0
|
52 |
fm = addfile(dirm+film,"r")
|
forrest@0
|
53 |
|
forrest@0
|
54 |
laimod = fm->TLAI
|
forrest@0
|
55 |
|
forrest@0
|
56 |
;************************************************
|
forrest@0
|
57 |
; read in data: observed
|
forrest@0
|
58 |
;************************************************
|
forrest@0
|
59 |
|
forrest@0
|
60 |
ob_name = "MODIS MOD 15A2 2000-2005"
|
forrest@0
|
61 |
|
forrest@0
|
62 |
diro = "/fis/cgd/cseg/people/jeff/clamp_data/lai/ob/"
|
forrest@0
|
63 |
filo1 = "land_class_"+model_grid+".nc"
|
forrest@0
|
64 |
filo2 = "LAI_2000-2005_MONS_"+model_grid+".nc"
|
forrest@0
|
65 |
|
forrest@0
|
66 |
fo1 = addfile(diro+filo1,"r")
|
forrest@0
|
67 |
fo2 = addfile(diro+filo2,"r")
|
forrest@0
|
68 |
|
forrest@0
|
69 |
classob = tofloat(fo1->LAND_CLASS)
|
forrest@0
|
70 |
laiob = fo2->LAI
|
forrest@0
|
71 |
|
forrest@0
|
72 |
;*******************************************************************
|
forrest@0
|
73 |
; for plotting table
|
forrest@0
|
74 |
;*******************************************************************
|
forrest@0
|
75 |
; table header name
|
forrest@0
|
76 |
table_header_name = "LAI"
|
forrest@0
|
77 |
|
forrest@0
|
78 |
; column (not including header column)
|
forrest@0
|
79 |
|
forrest@0
|
80 |
col_header1 = (/"Mean","Max","Phase","Growth"/)
|
forrest@0
|
81 |
col_header2 = (/"ob","model","M" \
|
forrest@0
|
82 |
,"ob","model","M" \
|
forrest@0
|
83 |
,"ob","model","M" \
|
forrest@0
|
84 |
,"ob","model","M" \
|
forrest@0
|
85 |
/)
|
forrest@0
|
86 |
|
forrest@0
|
87 |
ncol1 = dimsizes(col_header1)
|
forrest@0
|
88 |
ncol2 = dimsizes(col_header2)
|
forrest@0
|
89 |
ncol = ncol2
|
forrest@0
|
90 |
|
forrest@0
|
91 |
; row (not including header row)
|
forrest@0
|
92 |
row_header = (/"Water Bodies" \
|
forrest@0
|
93 |
,"Evergreen Needleleaf Forests" \
|
forrest@0
|
94 |
,"Evergreen Broadleaf Forests" \
|
forrest@0
|
95 |
,"Deciduous Needleleaf Forest" \
|
forrest@0
|
96 |
,"Deciduous Broadleaf Forests" \
|
forrest@0
|
97 |
,"Mixed Forests" \
|
forrest@0
|
98 |
,"Closed Bushlands" \
|
forrest@0
|
99 |
,"Open Bushlands" \
|
forrest@0
|
100 |
,"Woody Savannas (S. Hem.)" \
|
forrest@0
|
101 |
,"Savannas (S. Hem.)" \
|
forrest@0
|
102 |
,"Grasslands" \
|
forrest@0
|
103 |
,"Permanent Wetlands" \
|
forrest@0
|
104 |
,"Croplands" \
|
forrest@0
|
105 |
,"Urban and Built-Up" \
|
forrest@0
|
106 |
,"Cropland/Natural Vegetation Mosaic" \
|
forrest@0
|
107 |
,"Permanent Snow and Ice" \
|
forrest@0
|
108 |
,"Barren or Sparsely Vegetated" \
|
forrest@0
|
109 |
,"Unclassified" \
|
forrest@0
|
110 |
,"Woody Savannas (N. Hem.)" \
|
forrest@0
|
111 |
,"Savannas (N. Hem.)" \
|
forrest@0
|
112 |
,"All biome average" \
|
forrest@0
|
113 |
/)
|
forrest@0
|
114 |
nrow = dimsizes(row_header)
|
forrest@0
|
115 |
|
forrest@0
|
116 |
; arrays to be passed to table.
|
forrest@0
|
117 |
value = new ((/nrow, ncol/),string )
|
forrest@0
|
118 |
|
forrest@0
|
119 |
table_length = 0.995
|
forrest@0
|
120 |
|
forrest@0
|
121 |
; Table header
|
forrest@0
|
122 |
ncr1 = (/1,1/) ; 1 row, 1 column
|
forrest@0
|
123 |
xx1 = (/0.005,0.25/) ; Start and end X
|
forrest@0
|
124 |
yy1 = (/0.900,0.995/) ; Start and end Y
|
forrest@0
|
125 |
text1 = table_header_name
|
forrest@0
|
126 |
res1 = True
|
forrest@0
|
127 |
res1@txFontHeightF = 0.03
|
forrest@0
|
128 |
res1@gsFillColor = "CornFlowerBlue"
|
forrest@0
|
129 |
|
forrest@0
|
130 |
; Column header (equally space in x2)
|
forrest@0
|
131 |
ncr21 = (/1,ncol1/) ; 1 rows, 4 columns
|
forrest@0
|
132 |
xx21 = (/xx1(1),0.995/) ; start from end of x1
|
forrest@0
|
133 |
yy21 = (/0.9475,0.995/) ; half of y1
|
forrest@0
|
134 |
text21 = col_header1
|
forrest@0
|
135 |
res21 = True
|
forrest@0
|
136 |
res21@txFontHeightF = 0.015
|
forrest@0
|
137 |
res21@gsFillColor = "Gray"
|
forrest@0
|
138 |
|
forrest@0
|
139 |
ncr22 = (/1,ncol2/) ; 1 rows, 12 columns
|
forrest@0
|
140 |
xx22 = xx21 ; start from end of x1
|
forrest@0
|
141 |
yy22 = (/0.900,0.9475/) ; half of y1
|
forrest@0
|
142 |
text22 = col_header2
|
forrest@0
|
143 |
res22 = True
|
forrest@0
|
144 |
res22@txFontHeightF = 0.015
|
forrest@0
|
145 |
res22@gsFillColor = "Gray"
|
forrest@0
|
146 |
|
forrest@0
|
147 |
; Row header (equally space in y2)
|
forrest@0
|
148 |
ncr3 = (/nrow,1/) ; 20 rows, 1 columns
|
forrest@0
|
149 |
xx3 = xx1 ; same as x1
|
forrest@0
|
150 |
yy3 = (/1.0-table_length,0.900/) ; end at start of y1
|
forrest@0
|
151 |
text3 = row_header
|
forrest@0
|
152 |
res3 = True
|
forrest@0
|
153 |
res3@txFontHeightF = 0.01
|
forrest@0
|
154 |
res3@gsFillColor = "Gray"
|
forrest@0
|
155 |
|
forrest@0
|
156 |
; Main table body
|
forrest@0
|
157 |
ncr4 = (/nrow,ncol/) ; 5 rows, 5 columns
|
forrest@0
|
158 |
xx4 = xx21 ; Start and end x
|
forrest@0
|
159 |
yy4 = yy3 ; Start and end Y
|
forrest@0
|
160 |
text4 = new((/nrow,ncol/),string)
|
forrest@0
|
161 |
|
forrest@0
|
162 |
color_fill4 = new((/nrow,ncol/),string)
|
forrest@0
|
163 |
color_fill4 = "white"
|
forrest@0
|
164 |
color_fill4(nrow-1,:) = "CornFlowerBlue"
|
forrest@0
|
165 |
|
forrest@0
|
166 |
res4 = True ; Set up resource list
|
forrest@0
|
167 |
; res4@gsnDebug = True ; Useful to print NDC row,col values used.
|
forrest@0
|
168 |
res4@txFontHeightF = 0.015
|
forrest@0
|
169 |
res4@gsFillColor = color_fill4
|
forrest@0
|
170 |
|
forrest@0
|
171 |
delete (color_fill4)
|
forrest@0
|
172 |
|
forrest@0
|
173 |
;************************************************
|
forrest@0
|
174 |
; plot global land class: observed
|
forrest@0
|
175 |
;************************************************
|
forrest@0
|
176 |
;global res
|
forrest@0
|
177 |
|
forrest@0
|
178 |
resg = True ; Use plot options
|
forrest@0
|
179 |
resg@cnFillOn = True ; Turn on color fill
|
forrest@0
|
180 |
resg@gsnSpreadColors = True ; use full colormap
|
forrest@0
|
181 |
; resg@cnFillMode = "RasterFill" ; Turn on raster color
|
forrest@0
|
182 |
; resg@lbLabelAutoStride = True
|
forrest@0
|
183 |
resg@cnLinesOn = False ; Turn off contourn lines
|
forrest@0
|
184 |
resg@mpFillOn = False ; Turn off map fill
|
forrest@0
|
185 |
|
forrest@0
|
186 |
resg@cnLevelSelectionMode = "ManualLevels" ; Manual contour invtervals
|
forrest@0
|
187 |
resg@cnMinLevelValF = 1. ; Min level
|
forrest@0
|
188 |
resg@cnMaxLevelValF = 19. ; Max level
|
forrest@0
|
189 |
resg@cnLevelSpacingF = 1. ; interval
|
forrest@0
|
190 |
|
forrest@0
|
191 |
;global contour ob
|
forrest@0
|
192 |
classob@_FillValue = 1.e+36
|
forrest@0
|
193 |
classob = where(classob.eq.0,classob@_FillValue,classob)
|
forrest@0
|
194 |
|
forrest@0
|
195 |
plot_name = "global_class_ob"
|
forrest@0
|
196 |
title = ob_name
|
forrest@0
|
197 |
resg@tiMainString = title
|
forrest@0
|
198 |
|
forrest@0
|
199 |
wks = gsn_open_wks (plot_type,plot_name) ; open workstation
|
forrest@0
|
200 |
gsn_define_colormap(wks,"gui_default") ; choose colormap
|
forrest@0
|
201 |
|
forrest@0
|
202 |
plot = gsn_csm_contour_map_ce(wks,classob,resg)
|
forrest@0
|
203 |
frame(wks)
|
forrest@0
|
204 |
|
forrest@0
|
205 |
system("convert "+plot_name+"."+plot_type+" "+plot_name+"."+plot_type_new)
|
forrest@0
|
206 |
system("rm "+plot_name+"."+plot_type)
|
forrest@0
|
207 |
system("rm "+plot_name+"-1."+plot_type_new)
|
forrest@0
|
208 |
system("mv "+plot_name+"-0."+plot_type_new+" "+plot_name+"."+plot_type_new)
|
forrest@0
|
209 |
|
forrest@0
|
210 |
clear (wks)
|
forrest@0
|
211 |
;*******************************************************************
|
forrest@0
|
212 |
; Calculate "nice" bins for binning the data in equally spaced ranges
|
forrest@0
|
213 |
;********************************************************************
|
forrest@0
|
214 |
nclassn = nclass + 1
|
forrest@0
|
215 |
range = fspan(0,nclassn-1,nclassn)
|
forrest@0
|
216 |
; print (range)
|
forrest@0
|
217 |
|
forrest@0
|
218 |
; Use this range information to grab all the values in a
|
forrest@0
|
219 |
; particular range, and then take an average.
|
forrest@0
|
220 |
|
forrest@0
|
221 |
nr = dimsizes(range)
|
forrest@0
|
222 |
nx = nr-1
|
forrest@0
|
223 |
xvalues = new((/2,nx/),float)
|
forrest@0
|
224 |
xvalues(0,:) = range(0:nr-2) + (range(1:)-range(0:nr-2))/2.
|
forrest@0
|
225 |
dx = xvalues(0,1) - xvalues(0,0) ; range width
|
forrest@0
|
226 |
dx4 = dx/4 ; 1/4 of the range
|
forrest@0
|
227 |
xvalues(1,:) = xvalues(0,:) - dx/5.
|
forrest@0
|
228 |
;-----------------------------------------------------------------
|
forrest@0
|
229 |
;(A) mean
|
forrest@0
|
230 |
;--------------------------------------------------------------------
|
forrest@0
|
231 |
; get data
|
forrest@0
|
232 |
|
forrest@0
|
233 |
laiob_mean = dim_avg_Wrap(laiob(lat|:,lon|:,time|:))
|
forrest@0
|
234 |
laimod_mean = dim_avg_Wrap(laimod(lat|:,lon|:,time|:))
|
forrest@0
|
235 |
|
forrest@0
|
236 |
DATA11_1D = ndtooned(classob)
|
forrest@0
|
237 |
DATA12_1D = ndtooned(laiob_mean)
|
forrest@0
|
238 |
DATA22_1D = ndtooned(laimod_mean)
|
forrest@0
|
239 |
|
forrest@0
|
240 |
yvalues = new((/2,nx/),float)
|
forrest@0
|
241 |
mn_yvalues = new((/2,nx/),float)
|
forrest@0
|
242 |
mx_yvalues = new((/2,nx/),float)
|
forrest@0
|
243 |
|
forrest@0
|
244 |
do nd=0,1
|
forrest@0
|
245 |
|
forrest@0
|
246 |
; See if we are doing model or observational data.
|
forrest@0
|
247 |
|
forrest@0
|
248 |
if(nd.eq.0) then
|
forrest@0
|
249 |
data_ob = DATA11_1D
|
forrest@0
|
250 |
data_mod = DATA12_1D
|
forrest@0
|
251 |
else
|
forrest@0
|
252 |
data_ob = DATA11_1D
|
forrest@0
|
253 |
data_mod = DATA22_1D
|
forrest@0
|
254 |
end if
|
forrest@0
|
255 |
|
forrest@0
|
256 |
; Loop through each range and check for values.
|
forrest@0
|
257 |
|
forrest@0
|
258 |
do i=0,nr-2
|
forrest@0
|
259 |
if (i.ne.(nr-2)) then
|
forrest@0
|
260 |
; print("")
|
forrest@0
|
261 |
; print("In range ["+range(i)+","+range(i+1)+")")
|
forrest@0
|
262 |
idx = ind((data_ob.ge.range(i)).and.(data_ob.lt.range(i+1)))
|
forrest@0
|
263 |
else
|
forrest@0
|
264 |
; print("")
|
forrest@0
|
265 |
; print("In range ["+range(i)+",)")
|
forrest@0
|
266 |
idx = ind(data_ob.ge.range(i))
|
forrest@0
|
267 |
end if
|
forrest@0
|
268 |
|
forrest@0
|
269 |
; Calculate average, and get min and max.
|
forrest@0
|
270 |
|
forrest@0
|
271 |
if(.not.any(ismissing(idx))) then
|
forrest@0
|
272 |
yvalues(nd,i) = avg(data_mod(idx))
|
forrest@0
|
273 |
mn_yvalues(nd,i) = min(data_mod(idx))
|
forrest@0
|
274 |
mx_yvalues(nd,i) = max(data_mod(idx))
|
forrest@0
|
275 |
count = dimsizes(idx)
|
forrest@0
|
276 |
else
|
forrest@0
|
277 |
count = 0
|
forrest@0
|
278 |
yvalues(nd,i) = yvalues@_FillValue
|
forrest@0
|
279 |
mn_yvalues(nd,i) = yvalues@_FillValue
|
forrest@0
|
280 |
mx_yvalues(nd,i) = yvalues@_FillValue
|
forrest@0
|
281 |
end if
|
forrest@0
|
282 |
|
forrest@0
|
283 |
; print(nd + ": " + count + " points, avg = " + yvalues(nd,i))
|
forrest@0
|
284 |
; print("Min/Max: " + mn_yvalues(nd,i) + "/" + mx_yvalues(nd,i))
|
forrest@0
|
285 |
|
forrest@0
|
286 |
; Clean up for next time in loop.
|
forrest@0
|
287 |
|
forrest@0
|
288 |
delete(idx)
|
forrest@0
|
289 |
end do
|
forrest@0
|
290 |
delete(data_ob)
|
forrest@0
|
291 |
delete(data_mod)
|
forrest@0
|
292 |
end do
|
forrest@0
|
293 |
;-----------------------------------------------------------------
|
forrest@0
|
294 |
; compute correlation coef and M score
|
forrest@0
|
295 |
|
forrest@0
|
296 |
u = yvalues(0,:)
|
forrest@0
|
297 |
v = yvalues(1,:)
|
forrest@0
|
298 |
|
forrest@0
|
299 |
good = ind(.not.ismissing(u) .and. .not.ismissing(v))
|
forrest@0
|
300 |
uu = u(good)
|
forrest@0
|
301 |
vv = v(good)
|
forrest@0
|
302 |
|
forrest@0
|
303 |
ccrMean = esccr(uu,vv,0)
|
forrest@0
|
304 |
; print (ccrMean)
|
forrest@0
|
305 |
|
forrest@0
|
306 |
; new eq
|
forrest@0
|
307 |
bias = sum(abs(vv-uu)/(vv+uu))
|
forrest@0
|
308 |
Mmean = (1.- (bias/dimsizes(uu)))*5.
|
forrest@0
|
309 |
|
forrest@0
|
310 |
print (Mmean)
|
forrest@0
|
311 |
|
forrest@0
|
312 |
do i=0,nrow-2
|
forrest@0
|
313 |
text4(i,0) = sprintf("%5.2f",u(i))
|
forrest@0
|
314 |
text4(i,1) = sprintf("%5.2f",v(i))
|
forrest@0
|
315 |
text4(i,2) = "-"
|
forrest@0
|
316 |
end do
|
forrest@0
|
317 |
text4(nrow-1,0) = sprintf("%5.2f",avg(u))
|
forrest@0
|
318 |
text4(nrow-1,1) = sprintf("%5.2f",avg(v))
|
forrest@0
|
319 |
text4(nrow-1,2) = sprintf("%5.2f",Mmean)
|
forrest@0
|
320 |
|
forrest@0
|
321 |
delete (u)
|
forrest@0
|
322 |
delete (v)
|
forrest@0
|
323 |
delete (uu)
|
forrest@0
|
324 |
delete (vv)
|
forrest@0
|
325 |
;--------------------------------------------------------------------
|
forrest@0
|
326 |
; histogram res
|
forrest@0
|
327 |
|
forrest@0
|
328 |
resm = True
|
forrest@0
|
329 |
resm@gsnMaximize = True
|
forrest@0
|
330 |
resm@gsnDraw = False
|
forrest@0
|
331 |
resm@gsnFrame = False
|
forrest@0
|
332 |
resm@xyMarkLineMode = "Markers"
|
forrest@0
|
333 |
resm@xyMarkerSizeF = 0.014
|
forrest@0
|
334 |
resm@xyMarker = 16
|
forrest@0
|
335 |
resm@xyMarkerColors = (/"Brown","Blue"/)
|
forrest@0
|
336 |
; resm@trYMinF = min(mn_yvalues) - 10.
|
forrest@0
|
337 |
; resm@trYMaxF = max(mx_yvalues) + 10.
|
forrest@0
|
338 |
resm@trYMinF = min(mn_yvalues) - 2
|
forrest@0
|
339 |
resm@trYMaxF = max(mx_yvalues) + 4
|
forrest@0
|
340 |
|
forrest@0
|
341 |
resm@tiYAxisString = "Mean LAI (Leaf Area Index)"
|
forrest@0
|
342 |
resm@tiXAxisString = "Land Cover Type"
|
forrest@0
|
343 |
|
forrest@0
|
344 |
max_bar = new((/2,nx/),graphic)
|
forrest@0
|
345 |
min_bar = new((/2,nx/),graphic)
|
forrest@0
|
346 |
max_cap = new((/2,nx/),graphic)
|
forrest@0
|
347 |
min_cap = new((/2,nx/),graphic)
|
forrest@0
|
348 |
|
forrest@0
|
349 |
lnres = True
|
forrest@0
|
350 |
line_colors = (/"brown","blue"/)
|
forrest@0
|
351 |
;------------------------------------------------------------------
|
forrest@0
|
352 |
; Start the graphics.
|
forrest@0
|
353 |
|
forrest@0
|
354 |
plot_name = "histogram_mean"
|
forrest@0
|
355 |
title = model_name + " vs Observed"
|
forrest@0
|
356 |
resm@tiMainString = title
|
forrest@0
|
357 |
|
forrest@0
|
358 |
wks = gsn_open_wks (plot_type,plot_name)
|
forrest@0
|
359 |
;-----------------------------
|
forrest@0
|
360 |
; Add a boxed legend using the more simple method
|
forrest@0
|
361 |
|
forrest@0
|
362 |
resm@pmLegendDisplayMode = "Always"
|
forrest@0
|
363 |
; resm@pmLegendWidthF = 0.1
|
forrest@0
|
364 |
resm@pmLegendWidthF = 0.08
|
forrest@0
|
365 |
resm@pmLegendHeightF = 0.05
|
forrest@0
|
366 |
resm@pmLegendOrthogonalPosF = -1.17
|
forrest@0
|
367 |
; resm@pmLegendOrthogonalPosF = -1.00 ;(downward)
|
forrest@0
|
368 |
; resm@pmLegendParallelPosF = 0.18
|
forrest@0
|
369 |
resm@pmLegendParallelPosF = 0.88 ;(rightward)
|
forrest@0
|
370 |
|
forrest@0
|
371 |
; resm@lgPerimOn = False
|
forrest@0
|
372 |
resm@lgLabelFontHeightF = 0.015
|
forrest@0
|
373 |
resm@xyExplicitLegendLabels = (/"observed",model_name/)
|
forrest@0
|
374 |
;-----------------------------
|
forrest@0
|
375 |
tRes = True
|
forrest@0
|
376 |
tRes@txFontHeightF = 0.025
|
forrest@0
|
377 |
|
forrest@0
|
378 |
correlation_text = "(correlation coef = "+sprintf("%5.2f", ccrMean)+")"
|
forrest@0
|
379 |
|
forrest@0
|
380 |
gsn_text_ndc(wks,correlation_text,0.56,0.85,tRes)
|
forrest@0
|
381 |
|
forrest@0
|
382 |
xy = gsn_csm_xy(wks,xvalues,yvalues,resm)
|
forrest@0
|
383 |
;-------------------------------
|
forrest@0
|
384 |
;Attach the vertical bar and the horizontal cap line
|
forrest@0
|
385 |
|
forrest@0
|
386 |
do nd=0,1
|
forrest@0
|
387 |
lnres@gsLineColor = line_colors(nd)
|
forrest@0
|
388 |
do i=0,nx-1
|
forrest@0
|
389 |
|
forrest@0
|
390 |
if(.not.ismissing(mn_yvalues(nd,i)).and. \
|
forrest@0
|
391 |
.not.ismissing(mx_yvalues(nd,i))) then
|
forrest@0
|
392 |
|
forrest@0
|
393 |
; Attach the vertical bar, both above and below the marker.
|
forrest@0
|
394 |
|
forrest@0
|
395 |
x1 = xvalues(nd,i)
|
forrest@0
|
396 |
y1 = yvalues(nd,i)
|
forrest@0
|
397 |
y2 = mn_yvalues(nd,i)
|
forrest@0
|
398 |
min_bar(nd,i) = gsn_add_polyline(wks,xy,(/x1,x1/),(/y1,y2/),lnres)
|
forrest@0
|
399 |
|
forrest@0
|
400 |
y2 = mx_yvalues(nd,i)
|
forrest@0
|
401 |
max_bar(nd,i) = gsn_add_polyline(wks,xy,(/x1,x1/),(/y1,y2/),lnres)
|
forrest@0
|
402 |
|
forrest@0
|
403 |
; Attach the horizontal cap line, both above and below the marker.
|
forrest@0
|
404 |
|
forrest@0
|
405 |
x1 = xvalues(nd,i) - dx4
|
forrest@0
|
406 |
x2 = xvalues(nd,i) + dx4
|
forrest@0
|
407 |
y1 = mn_yvalues(nd,i)
|
forrest@0
|
408 |
min_cap(nd,i) = gsn_add_polyline(wks,xy,(/x1,x2/),(/y1,y1/),lnres)
|
forrest@0
|
409 |
|
forrest@0
|
410 |
y1 = mx_yvalues(nd,i)
|
forrest@0
|
411 |
max_cap(nd,i) = gsn_add_polyline(wks,xy,(/x1,x2/),(/y1,y1/),lnres)
|
forrest@0
|
412 |
end if
|
forrest@0
|
413 |
end do
|
forrest@0
|
414 |
end do
|
forrest@0
|
415 |
|
forrest@0
|
416 |
draw(xy)
|
forrest@0
|
417 |
frame(wks)
|
forrest@0
|
418 |
|
forrest@0
|
419 |
system("convert "+plot_name+"."+plot_type+" "+plot_name+"."+plot_type_new)
|
forrest@0
|
420 |
system("rm "+plot_name+"."+plot_type)
|
forrest@0
|
421 |
; system("rm "+plot_name+"-1."+plot_type_new)
|
forrest@0
|
422 |
; system("mv "+plot_name+"-0."+plot_type_new+" "+plot_name+"."+plot_type_new)
|
forrest@0
|
423 |
|
forrest@0
|
424 |
clear (wks)
|
forrest@0
|
425 |
|
forrest@0
|
426 |
delete (DATA11_1D)
|
forrest@0
|
427 |
delete (DATA12_1D)
|
forrest@0
|
428 |
delete (DATA22_1D)
|
forrest@0
|
429 |
;delete (range)
|
forrest@0
|
430 |
;delete (xvalues)
|
forrest@0
|
431 |
delete (yvalues)
|
forrest@0
|
432 |
delete (mn_yvalues)
|
forrest@0
|
433 |
delete (mx_yvalues)
|
forrest@0
|
434 |
delete (good)
|
forrest@0
|
435 |
delete (max_bar)
|
forrest@0
|
436 |
delete (min_bar)
|
forrest@0
|
437 |
delete (max_cap)
|
forrest@0
|
438 |
delete (min_cap)
|
forrest@0
|
439 |
;-----------------------------------------------------------------
|
forrest@0
|
440 |
;global res
|
forrest@0
|
441 |
|
forrest@0
|
442 |
resg = True ; Use plot options
|
forrest@0
|
443 |
resg@cnFillOn = True ; Turn on color fill
|
forrest@0
|
444 |
resg@gsnSpreadColors = True ; use full colormap
|
forrest@0
|
445 |
; resg@cnFillMode = "RasterFill" ; Turn on raster color
|
forrest@0
|
446 |
; resg@lbLabelAutoStride = True
|
forrest@0
|
447 |
resg@cnLinesOn = False ; Turn off contourn lines
|
forrest@0
|
448 |
resg@mpFillOn = False ; Turn off map fill
|
forrest@0
|
449 |
|
forrest@0
|
450 |
resg@cnLevelSelectionMode = "ManualLevels" ; Manual contour invtervals
|
forrest@0
|
451 |
resg@cnMinLevelValF = 0. ; Min level
|
forrest@0
|
452 |
resg@cnMaxLevelValF = 10. ; Max level
|
forrest@0
|
453 |
resg@cnLevelSpacingF = 1. ; interval
|
forrest@0
|
454 |
|
forrest@0
|
455 |
;global contour ob
|
forrest@0
|
456 |
|
forrest@0
|
457 |
delta = 0.00001
|
forrest@0
|
458 |
laiob_mean = where(ismissing(laiob_mean).and.(ismissing(laimod_mean).or.(laimod_mean.lt.delta)),0.,laiob_mean)
|
forrest@0
|
459 |
|
forrest@0
|
460 |
plot_name = "global_mean_ob"
|
forrest@0
|
461 |
title = ob_name
|
forrest@0
|
462 |
resg@tiMainString = title
|
forrest@0
|
463 |
|
forrest@0
|
464 |
wks = gsn_open_wks (plot_type,plot_name) ; open workstation
|
forrest@0
|
465 |
gsn_define_colormap(wks,"gui_default") ; choose colormap
|
forrest@0
|
466 |
|
forrest@0
|
467 |
plot = gsn_csm_contour_map_ce(wks,laiob_mean,resg)
|
forrest@0
|
468 |
frame(wks)
|
forrest@0
|
469 |
|
forrest@0
|
470 |
system("convert "+plot_name+"."+plot_type+" "+plot_name+"."+plot_type_new)
|
forrest@0
|
471 |
system("rm "+plot_name+"."+plot_type)
|
forrest@0
|
472 |
system("rm "+plot_name+"-1."+plot_type_new)
|
forrest@0
|
473 |
system("mv "+plot_name+"-0."+plot_type_new+" "+plot_name+"."+plot_type_new)
|
forrest@0
|
474 |
|
forrest@0
|
475 |
clear (wks)
|
forrest@0
|
476 |
;------------------------------------------------------------------------
|
forrest@0
|
477 |
;global contour model
|
forrest@0
|
478 |
|
forrest@0
|
479 |
plot_name = "global_mean_model"
|
forrest@0
|
480 |
title = "Model " + model_name
|
forrest@0
|
481 |
resg@tiMainString = title
|
forrest@0
|
482 |
|
forrest@0
|
483 |
wks = gsn_open_wks (plot_type,plot_name)
|
forrest@0
|
484 |
gsn_define_colormap(wks,"gui_default") ; choose colormap
|
forrest@0
|
485 |
|
forrest@0
|
486 |
plot = gsn_csm_contour_map_ce(wks,laimod_mean,resg)
|
forrest@0
|
487 |
frame(wks)
|
forrest@0
|
488 |
|
forrest@0
|
489 |
system("convert "+plot_name+"."+plot_type+" "+plot_name+"."+plot_type_new)
|
forrest@0
|
490 |
system("rm "+plot_name+"."+plot_type)
|
forrest@0
|
491 |
system("rm "+plot_name+"-1."+plot_type_new)
|
forrest@0
|
492 |
system("mv "+plot_name+"-0."+plot_type_new+" "+plot_name+"."+plot_type_new)
|
forrest@0
|
493 |
|
forrest@0
|
494 |
clear (wks)
|
forrest@0
|
495 |
;-----------------------------------------------------------------
|
forrest@0
|
496 |
;(B) max
|
forrest@0
|
497 |
;--------------------------------------------------------------------
|
forrest@0
|
498 |
; get data
|
forrest@0
|
499 |
|
forrest@0
|
500 |
; observed
|
forrest@0
|
501 |
laiob_max = laiob(0,:,:)
|
forrest@0
|
502 |
s = laiob(:,0,0)
|
forrest@0
|
503 |
laiob_max@long_name = "Leaf Area Index Max"
|
forrest@0
|
504 |
|
forrest@0
|
505 |
dsizes_z = dimsizes(laiob)
|
forrest@0
|
506 |
nlat = dsizes_z(1)
|
forrest@0
|
507 |
nlon = dsizes_z(2)
|
forrest@0
|
508 |
|
forrest@0
|
509 |
do j = 0,nlat-1
|
forrest@0
|
510 |
do i = 0,nlon-1
|
forrest@0
|
511 |
s = laiob(:,j,i)
|
forrest@0
|
512 |
laiob_max(j,i) = max(s)
|
forrest@0
|
513 |
end do
|
forrest@0
|
514 |
end do
|
forrest@0
|
515 |
|
forrest@0
|
516 |
; print (min(y)+"/"+max(y))
|
forrest@0
|
517 |
delete (s)
|
forrest@0
|
518 |
delete (dsizes_z)
|
forrest@0
|
519 |
;-------------------------
|
forrest@0
|
520 |
; model
|
forrest@0
|
521 |
laimod_max = laimod(0,:,:)
|
forrest@0
|
522 |
s = laimod(:,0,0)
|
forrest@0
|
523 |
laimod_max@long_name = "Leaf Area Index Max"
|
forrest@0
|
524 |
|
forrest@0
|
525 |
dsizes_z = dimsizes(laimod)
|
forrest@0
|
526 |
nlat = dsizes_z(1)
|
forrest@0
|
527 |
nlon = dsizes_z(2)
|
forrest@0
|
528 |
|
forrest@0
|
529 |
do j = 0,nlat-1
|
forrest@0
|
530 |
do i = 0,nlon-1
|
forrest@0
|
531 |
s = laimod(:,j,i)
|
forrest@0
|
532 |
laimod_max(j,i) = max(s)
|
forrest@0
|
533 |
end do
|
forrest@0
|
534 |
end do
|
forrest@0
|
535 |
|
forrest@0
|
536 |
; print (min(laimod_max)+"/"+max(laimod_max))
|
forrest@0
|
537 |
delete (s)
|
forrest@0
|
538 |
delete (dsizes_z)
|
forrest@0
|
539 |
;------------------------
|
forrest@0
|
540 |
DATA11_1D = ndtooned(classob)
|
forrest@0
|
541 |
DATA12_1D = ndtooned(laiob_max)
|
forrest@0
|
542 |
DATA22_1D = ndtooned(laimod_max)
|
forrest@0
|
543 |
|
forrest@0
|
544 |
yvalues = new((/2,nx/),float)
|
forrest@0
|
545 |
mn_yvalues = new((/2,nx/),float)
|
forrest@0
|
546 |
mx_yvalues = new((/2,nx/),float)
|
forrest@0
|
547 |
|
forrest@0
|
548 |
do nd=0,1
|
forrest@0
|
549 |
|
forrest@0
|
550 |
; See if we are doing model or observational data.
|
forrest@0
|
551 |
|
forrest@0
|
552 |
if(nd.eq.0) then
|
forrest@0
|
553 |
data_ob = DATA11_1D
|
forrest@0
|
554 |
data_mod = DATA12_1D
|
forrest@0
|
555 |
else
|
forrest@0
|
556 |
data_ob = DATA11_1D
|
forrest@0
|
557 |
data_mod = DATA22_1D
|
forrest@0
|
558 |
end if
|
forrest@0
|
559 |
|
forrest@0
|
560 |
; Loop through each range and check for values.
|
forrest@0
|
561 |
|
forrest@0
|
562 |
do i=0,nr-2
|
forrest@0
|
563 |
if (i.ne.(nr-2)) then
|
forrest@0
|
564 |
; print("")
|
forrest@0
|
565 |
; print("In range ["+range(i)+","+range(i+1)+")")
|
forrest@0
|
566 |
idx = ind((range(i).le.data_ob).and.(data_ob.lt.range(i+1)))
|
forrest@0
|
567 |
else
|
forrest@0
|
568 |
; print("")
|
forrest@0
|
569 |
; print("In range ["+range(i)+",)")
|
forrest@0
|
570 |
idx = ind(range(i).le.data_ob)
|
forrest@0
|
571 |
end if
|
forrest@0
|
572 |
|
forrest@0
|
573 |
; Calculate average, and get min and max.
|
forrest@0
|
574 |
|
forrest@0
|
575 |
if(.not.any(ismissing(idx))) then
|
forrest@0
|
576 |
yvalues(nd,i) = avg(data_mod(idx))
|
forrest@0
|
577 |
mn_yvalues(nd,i) = min(data_mod(idx))
|
forrest@0
|
578 |
mx_yvalues(nd,i) = max(data_mod(idx))
|
forrest@0
|
579 |
count = dimsizes(idx)
|
forrest@0
|
580 |
else
|
forrest@0
|
581 |
count = 0
|
forrest@0
|
582 |
yvalues(nd,i) = yvalues@_FillValue
|
forrest@0
|
583 |
mn_yvalues(nd,i) = yvalues@_FillValue
|
forrest@0
|
584 |
mx_yvalues(nd,i) = yvalues@_FillValue
|
forrest@0
|
585 |
end if
|
forrest@0
|
586 |
|
forrest@0
|
587 |
; print(nd + ": " + count + " points, avg = " + yvalues(nd,i))
|
forrest@0
|
588 |
; print("Min/Max: " + mn_yvalues(nd,i) + "/" + mx_yvalues(nd,i))
|
forrest@0
|
589 |
|
forrest@0
|
590 |
; Clean up for next time in loop.
|
forrest@0
|
591 |
|
forrest@0
|
592 |
delete(idx)
|
forrest@0
|
593 |
end do
|
forrest@0
|
594 |
delete(data_ob)
|
forrest@0
|
595 |
delete(data_mod)
|
forrest@0
|
596 |
end do
|
forrest@0
|
597 |
;-----------------------------------------------------------------
|
forrest@0
|
598 |
; compute correlation coef and M score
|
forrest@0
|
599 |
|
forrest@0
|
600 |
u = yvalues(0,:)
|
forrest@0
|
601 |
v = yvalues(1,:)
|
forrest@0
|
602 |
|
forrest@0
|
603 |
good = ind(.not.ismissing(u) .and. .not.ismissing(v))
|
forrest@0
|
604 |
uu = u(good)
|
forrest@0
|
605 |
vv = v(good)
|
forrest@0
|
606 |
|
forrest@0
|
607 |
ccrMax = esccr(uu,vv,0)
|
forrest@0
|
608 |
; print (ccrMax)
|
forrest@0
|
609 |
|
forrest@0
|
610 |
; new eq
|
forrest@0
|
611 |
bias = sum(abs(vv-uu)/(vv+uu))
|
forrest@0
|
612 |
Mmax = (1.- (bias/dimsizes(uu)))*5.
|
forrest@0
|
613 |
|
forrest@0
|
614 |
print (Mmax)
|
forrest@0
|
615 |
|
forrest@0
|
616 |
do i=0,nrow-2
|
forrest@0
|
617 |
text4(i,3) = sprintf("%5.2f",u(i))
|
forrest@0
|
618 |
text4(i,4) = sprintf("%5.2f",v(i))
|
forrest@0
|
619 |
text4(i,5) = "-"
|
forrest@0
|
620 |
end do
|
forrest@0
|
621 |
text4(nrow-1,3) = sprintf("%5.2f",avg(u))
|
forrest@0
|
622 |
text4(nrow-1,4) = sprintf("%5.2f",avg(v))
|
forrest@0
|
623 |
text4(nrow-1,5) = sprintf("%5.2f",Mmax)
|
forrest@0
|
624 |
|
forrest@0
|
625 |
delete (u)
|
forrest@0
|
626 |
delete (v)
|
forrest@0
|
627 |
delete (uu)
|
forrest@0
|
628 |
delete (vv)
|
forrest@0
|
629 |
;--------------------------------------------------------------------
|
forrest@0
|
630 |
; histogram res
|
forrest@0
|
631 |
|
forrest@0
|
632 |
resm = True
|
forrest@0
|
633 |
resm@gsnMaximize = True
|
forrest@0
|
634 |
resm@gsnDraw = False
|
forrest@0
|
635 |
resm@gsnFrame = False
|
forrest@0
|
636 |
resm@xyMarkLineMode = "Markers"
|
forrest@0
|
637 |
resm@xyMarkerSizeF = 0.014
|
forrest@0
|
638 |
resm@xyMarker = 16
|
forrest@0
|
639 |
resm@xyMarkerColors = (/"Brown","Blue"/)
|
forrest@0
|
640 |
; resm@trYMinF = min(mn_yvalues) - 10.
|
forrest@0
|
641 |
; resm@trYMaxF = max(mx_yvalues) + 10.
|
forrest@0
|
642 |
resm@trYMinF = min(mn_yvalues) - 2
|
forrest@0
|
643 |
resm@trYMaxF = max(mx_yvalues) + 4
|
forrest@0
|
644 |
|
forrest@0
|
645 |
resm@tiYAxisString = "Max LAI (Leaf Area Index)"
|
forrest@0
|
646 |
resm@tiXAxisString = "Land Cover Type"
|
forrest@0
|
647 |
|
forrest@0
|
648 |
max_bar = new((/2,nx/),graphic)
|
forrest@0
|
649 |
min_bar = new((/2,nx/),graphic)
|
forrest@0
|
650 |
max_cap = new((/2,nx/),graphic)
|
forrest@0
|
651 |
min_cap = new((/2,nx/),graphic)
|
forrest@0
|
652 |
|
forrest@0
|
653 |
lnres = True
|
forrest@0
|
654 |
line_colors = (/"brown","blue"/)
|
forrest@0
|
655 |
;------------------------------------------------------------------
|
forrest@0
|
656 |
; Start the graphics.
|
forrest@0
|
657 |
|
forrest@0
|
658 |
plot_name = "histogram_max"
|
forrest@0
|
659 |
title = model_name + " vs Observed"
|
forrest@0
|
660 |
resm@tiMainString = title
|
forrest@0
|
661 |
|
forrest@0
|
662 |
wks = gsn_open_wks (plot_type,plot_name)
|
forrest@0
|
663 |
;-----------------------------
|
forrest@0
|
664 |
; Add a boxed legend using the more simple method
|
forrest@0
|
665 |
|
forrest@0
|
666 |
resm@pmLegendDisplayMode = "Always"
|
forrest@0
|
667 |
; resm@pmLegendWidthF = 0.1
|
forrest@0
|
668 |
resm@pmLegendWidthF = 0.08
|
forrest@0
|
669 |
resm@pmLegendHeightF = 0.05
|
forrest@0
|
670 |
resm@pmLegendOrthogonalPosF = -1.17
|
forrest@0
|
671 |
; resm@pmLegendOrthogonalPosF = -1.00 ;(downward)
|
forrest@0
|
672 |
; resm@pmLegendParallelPosF = 0.18
|
forrest@0
|
673 |
resm@pmLegendParallelPosF = 0.88 ;(rightward)
|
forrest@0
|
674 |
|
forrest@0
|
675 |
; resm@lgPerimOn = False
|
forrest@0
|
676 |
resm@lgLabelFontHeightF = 0.015
|
forrest@0
|
677 |
resm@xyExplicitLegendLabels = (/"observed",model_name/)
|
forrest@0
|
678 |
;-----------------------------
|
forrest@0
|
679 |
tRes = True
|
forrest@0
|
680 |
tRes@txFontHeightF = 0.025
|
forrest@0
|
681 |
|
forrest@0
|
682 |
correlation_text = "(correlation coef = "+sprintf("%5.2f", ccrMax)+")"
|
forrest@0
|
683 |
|
forrest@0
|
684 |
gsn_text_ndc(wks,correlation_text,0.56,0.85,tRes)
|
forrest@0
|
685 |
|
forrest@0
|
686 |
xy = gsn_csm_xy(wks,xvalues,yvalues,resm)
|
forrest@0
|
687 |
;-------------------------------
|
forrest@0
|
688 |
;Attach the vertical bar and the horizontal cap line
|
forrest@0
|
689 |
|
forrest@0
|
690 |
do nd=0,1
|
forrest@0
|
691 |
lnres@gsLineColor = line_colors(nd)
|
forrest@0
|
692 |
do i=0,nx-1
|
forrest@0
|
693 |
|
forrest@0
|
694 |
if(.not.ismissing(mn_yvalues(nd,i)).and. \
|
forrest@0
|
695 |
.not.ismissing(mx_yvalues(nd,i))) then
|
forrest@0
|
696 |
|
forrest@0
|
697 |
; Attach the vertical bar, both above and below the marker.
|
forrest@0
|
698 |
|
forrest@0
|
699 |
x1 = xvalues(nd,i)
|
forrest@0
|
700 |
y1 = yvalues(nd,i)
|
forrest@0
|
701 |
y2 = mn_yvalues(nd,i)
|
forrest@0
|
702 |
min_bar(nd,i) = gsn_add_polyline(wks,xy,(/x1,x1/),(/y1,y2/),lnres)
|
forrest@0
|
703 |
|
forrest@0
|
704 |
y2 = mx_yvalues(nd,i)
|
forrest@0
|
705 |
max_bar(nd,i) = gsn_add_polyline(wks,xy,(/x1,x1/),(/y1,y2/),lnres)
|
forrest@0
|
706 |
|
forrest@0
|
707 |
; Attach the horizontal cap line, both above and below the marker.
|
forrest@0
|
708 |
|
forrest@0
|
709 |
x1 = xvalues(nd,i) - dx4
|
forrest@0
|
710 |
x2 = xvalues(nd,i) + dx4
|
forrest@0
|
711 |
y1 = mn_yvalues(nd,i)
|
forrest@0
|
712 |
min_cap(nd,i) = gsn_add_polyline(wks,xy,(/x1,x2/),(/y1,y1/),lnres)
|
forrest@0
|
713 |
|
forrest@0
|
714 |
y1 = mx_yvalues(nd,i)
|
forrest@0
|
715 |
max_cap(nd,i) = gsn_add_polyline(wks,xy,(/x1,x2/),(/y1,y1/),lnres)
|
forrest@0
|
716 |
end if
|
forrest@0
|
717 |
end do
|
forrest@0
|
718 |
end do
|
forrest@0
|
719 |
|
forrest@0
|
720 |
draw(xy)
|
forrest@0
|
721 |
frame(wks)
|
forrest@0
|
722 |
|
forrest@0
|
723 |
system("convert "+plot_name+"."+plot_type+" "+plot_name+"."+plot_type_new)
|
forrest@0
|
724 |
system("rm "+plot_name+"."+plot_type)
|
forrest@0
|
725 |
; system("rm "+plot_name+"-1."+plot_type_new)
|
forrest@0
|
726 |
; system("mv "+plot_name+"-0."+plot_type_new+" "+plot_name+"."+plot_type_new)
|
forrest@0
|
727 |
|
forrest@0
|
728 |
clear (wks)
|
forrest@0
|
729 |
|
forrest@0
|
730 |
delete (DATA11_1D)
|
forrest@0
|
731 |
delete (DATA12_1D)
|
forrest@0
|
732 |
delete (DATA22_1D)
|
forrest@0
|
733 |
;delete (range)
|
forrest@0
|
734 |
;delete (xvalues)
|
forrest@0
|
735 |
delete (yvalues)
|
forrest@0
|
736 |
delete (mn_yvalues)
|
forrest@0
|
737 |
delete (mx_yvalues)
|
forrest@0
|
738 |
delete (good)
|
forrest@0
|
739 |
delete (max_bar)
|
forrest@0
|
740 |
delete (min_bar)
|
forrest@0
|
741 |
delete (max_cap)
|
forrest@0
|
742 |
delete (min_cap)
|
forrest@0
|
743 |
;-----------------------------------------------------------------
|
forrest@0
|
744 |
;global res
|
forrest@0
|
745 |
|
forrest@0
|
746 |
resg = True ; Use plot options
|
forrest@0
|
747 |
resg@cnFillOn = True ; Turn on color fill
|
forrest@0
|
748 |
resg@gsnSpreadColors = True ; use full colormap
|
forrest@0
|
749 |
; resg@cnFillMode = "RasterFill" ; Turn on raster color
|
forrest@0
|
750 |
; resg@lbLabelAutoStride = True
|
forrest@0
|
751 |
resg@cnLinesOn = False ; Turn off contourn lines
|
forrest@0
|
752 |
resg@mpFillOn = False ; Turn off map fill
|
forrest@0
|
753 |
|
forrest@0
|
754 |
resg@cnLevelSelectionMode = "ManualLevels" ; Manual contour invtervals
|
forrest@0
|
755 |
resg@cnMinLevelValF = 0. ; Min level
|
forrest@0
|
756 |
resg@cnMaxLevelValF = 10. ; Max level
|
forrest@0
|
757 |
resg@cnLevelSpacingF = 1. ; interval
|
forrest@0
|
758 |
|
forrest@0
|
759 |
;global contour ob
|
forrest@0
|
760 |
|
forrest@0
|
761 |
delta = 0.00001
|
forrest@0
|
762 |
laiob_max = where(ismissing(laiob_max).and.(ismissing(laimod_max).or.(laimod_max.lt.delta)),0.,laiob_max)
|
forrest@0
|
763 |
|
forrest@0
|
764 |
plot_name = "global_max_ob"
|
forrest@0
|
765 |
title = ob_name
|
forrest@0
|
766 |
resg@tiMainString = title
|
forrest@0
|
767 |
|
forrest@0
|
768 |
wks = gsn_open_wks (plot_type,plot_name) ; open workstation
|
forrest@0
|
769 |
gsn_define_colormap(wks,"gui_default") ; choose colormap
|
forrest@0
|
770 |
|
forrest@0
|
771 |
plot_max = gsn_csm_contour_map_ce(wks,laiob_max,resg)
|
forrest@0
|
772 |
frame(wks)
|
forrest@0
|
773 |
|
forrest@0
|
774 |
system("convert "+plot_name+"."+plot_type+" "+plot_name+"."+plot_type_new)
|
forrest@0
|
775 |
system("rm "+plot_name+"."+plot_type)
|
forrest@0
|
776 |
system("rm "+plot_name+"-1."+plot_type_new)
|
forrest@0
|
777 |
system("mv "+plot_name+"-0."+plot_type_new+" "+plot_name+"."+plot_type_new)
|
forrest@0
|
778 |
|
forrest@0
|
779 |
clear (wks)
|
forrest@0
|
780 |
;------------------------------------------------------------------------
|
forrest@0
|
781 |
;global contour model
|
forrest@0
|
782 |
|
forrest@0
|
783 |
plot_name = "global_max_model"
|
forrest@0
|
784 |
title = "Model " + model_name
|
forrest@0
|
785 |
resg@tiMainString = title
|
forrest@0
|
786 |
|
forrest@0
|
787 |
wks = gsn_open_wks (plot_type,plot_name)
|
forrest@0
|
788 |
gsn_define_colormap(wks,"gui_default") ; choose colormap
|
forrest@0
|
789 |
|
forrest@0
|
790 |
plot_max = gsn_csm_contour_map_ce(wks,laimod_max,resg)
|
forrest@0
|
791 |
frame(wks)
|
forrest@0
|
792 |
|
forrest@0
|
793 |
system("convert "+plot_name+"."+plot_type+" "+plot_name+"."+plot_type_new)
|
forrest@0
|
794 |
system("rm "+plot_name+"."+plot_type)
|
forrest@0
|
795 |
system("rm "+plot_name+"-1."+plot_type_new)
|
forrest@0
|
796 |
system("mv "+plot_name+"-0."+plot_type_new+" "+plot_name+"."+plot_type_new)
|
forrest@0
|
797 |
|
forrest@0
|
798 |
clear (wks)
|
forrest@0
|
799 |
;------------------------------------------------------------------------
|
forrest@0
|
800 |
;(C) phase
|
forrest@0
|
801 |
;--------------------------------------------------------------------
|
forrest@0
|
802 |
; get data
|
forrest@0
|
803 |
|
forrest@0
|
804 |
; observed
|
forrest@0
|
805 |
laiob_phase = laiob(0,:,:)
|
forrest@0
|
806 |
s = laiob(:,0,0)
|
forrest@0
|
807 |
laiob_phase@long_name = "Leaf Area Index Max Month"
|
forrest@0
|
808 |
|
forrest@0
|
809 |
dsizes_z = dimsizes(laiob)
|
forrest@0
|
810 |
nlat = dsizes_z(1)
|
forrest@0
|
811 |
nlon = dsizes_z(2)
|
forrest@0
|
812 |
|
forrest@0
|
813 |
do j = 0,nlat-1
|
forrest@0
|
814 |
do i = 0,nlon-1
|
forrest@0
|
815 |
s = laiob(:,j,i)
|
forrest@0
|
816 |
laiob_phase(j,i) = maxind(s) + 1
|
forrest@0
|
817 |
end do
|
forrest@0
|
818 |
end do
|
forrest@0
|
819 |
|
forrest@0
|
820 |
; print (min(laiob_phase)+"/"+max(laiob_phase))
|
forrest@0
|
821 |
delete (s)
|
forrest@0
|
822 |
delete (dsizes_z)
|
forrest@0
|
823 |
;-------------------------
|
forrest@0
|
824 |
; model
|
forrest@0
|
825 |
laimod_phase = laimod(0,:,:)
|
forrest@0
|
826 |
s = laimod(:,0,0)
|
forrest@0
|
827 |
laimod_phase@long_name = "Leaf Area Index Max Month"
|
forrest@0
|
828 |
|
forrest@0
|
829 |
dsizes_z = dimsizes(laimod)
|
forrest@0
|
830 |
nlat = dsizes_z(1)
|
forrest@0
|
831 |
nlon = dsizes_z(2)
|
forrest@0
|
832 |
|
forrest@0
|
833 |
do j = 0,nlat-1
|
forrest@0
|
834 |
do i = 0,nlon-1
|
forrest@0
|
835 |
s = laimod(:,j,i)
|
forrest@0
|
836 |
laimod_phase(j,i) = maxind(s) + 1
|
forrest@0
|
837 |
end do
|
forrest@0
|
838 |
end do
|
forrest@0
|
839 |
|
forrest@0
|
840 |
; print (min(laimod_phase)+"/"+max(laimod_phase))
|
forrest@0
|
841 |
delete (s)
|
forrest@0
|
842 |
delete (dsizes_z)
|
forrest@0
|
843 |
;------------------------
|
forrest@0
|
844 |
DATA11_1D = ndtooned(classob)
|
forrest@0
|
845 |
DATA12_1D = ndtooned(laiob_phase)
|
forrest@0
|
846 |
DATA22_1D = ndtooned(laimod_phase)
|
forrest@0
|
847 |
|
forrest@0
|
848 |
yvalues = new((/2,nx/),float)
|
forrest@0
|
849 |
mn_yvalues = new((/2,nx/),float)
|
forrest@0
|
850 |
mx_yvalues = new((/2,nx/),float)
|
forrest@0
|
851 |
|
forrest@0
|
852 |
do nd=0,1
|
forrest@0
|
853 |
|
forrest@0
|
854 |
; See if we are doing model or observational data.
|
forrest@0
|
855 |
|
forrest@0
|
856 |
if(nd.eq.0) then
|
forrest@0
|
857 |
data_ob = DATA11_1D
|
forrest@0
|
858 |
data_mod = DATA12_1D
|
forrest@0
|
859 |
else
|
forrest@0
|
860 |
data_ob = DATA11_1D
|
forrest@0
|
861 |
data_mod = DATA22_1D
|
forrest@0
|
862 |
end if
|
forrest@0
|
863 |
|
forrest@0
|
864 |
; Loop through each range and check for values.
|
forrest@0
|
865 |
|
forrest@0
|
866 |
do i=0,nr-2
|
forrest@0
|
867 |
if (i.ne.(nr-2)) then
|
forrest@0
|
868 |
; print("")
|
forrest@0
|
869 |
; print("In range ["+range(i)+","+range(i+1)+")")
|
forrest@0
|
870 |
idx = ind((range(i).le.data_ob).and.(data_ob.lt.range(i+1)))
|
forrest@0
|
871 |
else
|
forrest@0
|
872 |
; print("")
|
forrest@0
|
873 |
; print("In range ["+range(i)+",)")
|
forrest@0
|
874 |
idx = ind(range(i).le.data_ob)
|
forrest@0
|
875 |
end if
|
forrest@0
|
876 |
|
forrest@0
|
877 |
; Calculate average, and get min and max.
|
forrest@0
|
878 |
|
forrest@0
|
879 |
if(.not.any(ismissing(idx))) then
|
forrest@0
|
880 |
yvalues(nd,i) = avg(data_mod(idx))
|
forrest@0
|
881 |
mn_yvalues(nd,i) = min(data_mod(idx))
|
forrest@0
|
882 |
mx_yvalues(nd,i) = max(data_mod(idx))
|
forrest@0
|
883 |
count = dimsizes(idx)
|
forrest@0
|
884 |
else
|
forrest@0
|
885 |
count = 0
|
forrest@0
|
886 |
yvalues(nd,i) = yvalues@_FillValue
|
forrest@0
|
887 |
mn_yvalues(nd,i) = yvalues@_FillValue
|
forrest@0
|
888 |
mx_yvalues(nd,i) = yvalues@_FillValue
|
forrest@0
|
889 |
end if
|
forrest@0
|
890 |
|
forrest@0
|
891 |
; print(nd + ": " + count + " points, avg = " + yvalues(nd,i))
|
forrest@0
|
892 |
; print("Min/Max: " + mn_yvalues(nd,i) + "/" + mx_yvalues(nd,i))
|
forrest@0
|
893 |
|
forrest@0
|
894 |
; Clean up for next time in loop.
|
forrest@0
|
895 |
|
forrest@0
|
896 |
delete(idx)
|
forrest@0
|
897 |
end do
|
forrest@0
|
898 |
delete(data_ob)
|
forrest@0
|
899 |
delete(data_mod)
|
forrest@0
|
900 |
end do
|
forrest@0
|
901 |
;-----------------------------------------------------------------
|
forrest@0
|
902 |
; compute correlation coef and M score
|
forrest@0
|
903 |
|
forrest@0
|
904 |
u = yvalues(0,:)
|
forrest@0
|
905 |
v = yvalues(1,:)
|
forrest@0
|
906 |
|
forrest@0
|
907 |
good = ind(.not.ismissing(u) .and. .not.ismissing(v))
|
forrest@0
|
908 |
uu = u(good)
|
forrest@0
|
909 |
vv = v(good)
|
forrest@0
|
910 |
|
forrest@0
|
911 |
ccrPhase = esccr(uu,vv,0)
|
forrest@0
|
912 |
; print (ccrPhase)
|
forrest@0
|
913 |
|
forrest@0
|
914 |
; old eq
|
forrest@0
|
915 |
; bias = abs(avg(vv)-avg(uu))
|
forrest@0
|
916 |
; new eq
|
forrest@0
|
917 |
bias = avg(abs(vv-uu))
|
forrest@0
|
918 |
|
forrest@0
|
919 |
bias = where((bias.gt. 6.),12.-bias,bias)
|
forrest@0
|
920 |
Mphase = ((6. - bias)/6.)*5.
|
forrest@0
|
921 |
|
forrest@0
|
922 |
print (Mphase)
|
forrest@0
|
923 |
|
forrest@0
|
924 |
do i=0,nrow-2
|
forrest@0
|
925 |
text4(i,6) = sprintf("%5.2f",u(i))
|
forrest@0
|
926 |
text4(i,7) = sprintf("%5.2f",v(i))
|
forrest@0
|
927 |
text4(i,8) = "-"
|
forrest@0
|
928 |
end do
|
forrest@0
|
929 |
text4(nrow-1,6) = sprintf("%5.2f",avg(u))
|
forrest@0
|
930 |
text4(nrow-1,7) = sprintf("%5.2f",avg(v))
|
forrest@0
|
931 |
text4(nrow-1,8) = sprintf("%5.2f",Mphase)
|
forrest@0
|
932 |
|
forrest@0
|
933 |
delete (u)
|
forrest@0
|
934 |
delete (v)
|
forrest@0
|
935 |
delete (uu)
|
forrest@0
|
936 |
delete (vv)
|
forrest@0
|
937 |
;--------------------------------------------------------------------
|
forrest@0
|
938 |
; histogram res
|
forrest@0
|
939 |
|
forrest@0
|
940 |
resm = True
|
forrest@0
|
941 |
resm@gsnMaximize = True
|
forrest@0
|
942 |
resm@gsnDraw = False
|
forrest@0
|
943 |
resm@gsnFrame = False
|
forrest@0
|
944 |
resm@xyMarkLineMode = "Markers"
|
forrest@0
|
945 |
resm@xyMarkerSizeF = 0.014
|
forrest@0
|
946 |
resm@xyMarker = 16
|
forrest@0
|
947 |
resm@xyMarkerColors = (/"Brown","Blue"/)
|
forrest@0
|
948 |
; resm@trYMinF = min(mn_yvalues) - 10.
|
forrest@0
|
949 |
; resm@trYMaxF = max(mx_yvalues) + 10.
|
forrest@0
|
950 |
resm@trYMinF = min(mn_yvalues) - 2
|
forrest@0
|
951 |
resm@trYMaxF = max(mx_yvalues) + 4
|
forrest@0
|
952 |
|
forrest@0
|
953 |
resm@tiYAxisString = "Max LAI (Leaf Area Index) Month"
|
forrest@0
|
954 |
resm@tiXAxisString = "Land Cover Type"
|
forrest@0
|
955 |
|
forrest@0
|
956 |
max_bar = new((/2,nx/),graphic)
|
forrest@0
|
957 |
min_bar = new((/2,nx/),graphic)
|
forrest@0
|
958 |
max_cap = new((/2,nx/),graphic)
|
forrest@0
|
959 |
min_cap = new((/2,nx/),graphic)
|
forrest@0
|
960 |
|
forrest@0
|
961 |
lnres = True
|
forrest@0
|
962 |
line_colors = (/"brown","blue"/)
|
forrest@0
|
963 |
;------------------------------------------------------------------
|
forrest@0
|
964 |
; Start the graphics.
|
forrest@0
|
965 |
|
forrest@0
|
966 |
plot_name = "histogram_phase"
|
forrest@0
|
967 |
title = model_name + " vs Observed"
|
forrest@0
|
968 |
resm@tiMainString = title
|
forrest@0
|
969 |
|
forrest@0
|
970 |
wks = gsn_open_wks (plot_type,plot_name)
|
forrest@0
|
971 |
;-----------------------------
|
forrest@0
|
972 |
; Add a boxed legend using the more simple method
|
forrest@0
|
973 |
|
forrest@0
|
974 |
resm@pmLegendDisplayMode = "Always"
|
forrest@0
|
975 |
; resm@pmLegendWidthF = 0.1
|
forrest@0
|
976 |
resm@pmLegendWidthF = 0.08
|
forrest@0
|
977 |
resm@pmLegendHeightF = 0.05
|
forrest@0
|
978 |
resm@pmLegendOrthogonalPosF = -1.17
|
forrest@0
|
979 |
; resm@pmLegendOrthogonalPosF = -1.00 ;(downward)
|
forrest@0
|
980 |
; resm@pmLegendParallelPosF = 0.18
|
forrest@0
|
981 |
resm@pmLegendParallelPosF = 0.88 ;(rightward)
|
forrest@0
|
982 |
|
forrest@0
|
983 |
; resm@lgPerimOn = False
|
forrest@0
|
984 |
resm@lgLabelFontHeightF = 0.015
|
forrest@0
|
985 |
resm@xyExplicitLegendLabels = (/"observed",model_name/)
|
forrest@0
|
986 |
;-----------------------------
|
forrest@0
|
987 |
tRes = True
|
forrest@0
|
988 |
tRes@txFontHeightF = 0.025
|
forrest@0
|
989 |
|
forrest@0
|
990 |
correlation_text = "(correlation coef = "+sprintf("%5.2f", ccrPhase)+")"
|
forrest@0
|
991 |
|
forrest@0
|
992 |
gsn_text_ndc(wks,correlation_text,0.56,0.85,tRes)
|
forrest@0
|
993 |
|
forrest@0
|
994 |
xy = gsn_csm_xy(wks,xvalues,yvalues,resm)
|
forrest@0
|
995 |
;-------------------------------
|
forrest@0
|
996 |
;Attach the vertical bar and the horizontal cap line
|
forrest@0
|
997 |
|
forrest@0
|
998 |
do nd=0,1
|
forrest@0
|
999 |
lnres@gsLineColor = line_colors(nd)
|
forrest@0
|
1000 |
do i=0,nx-1
|
forrest@0
|
1001 |
|
forrest@0
|
1002 |
if(.not.ismissing(mn_yvalues(nd,i)).and. \
|
forrest@0
|
1003 |
.not.ismissing(mx_yvalues(nd,i))) then
|
forrest@0
|
1004 |
|
forrest@0
|
1005 |
; Attach the vertical bar, both above and below the marker.
|
forrest@0
|
1006 |
|
forrest@0
|
1007 |
x1 = xvalues(nd,i)
|
forrest@0
|
1008 |
y1 = yvalues(nd,i)
|
forrest@0
|
1009 |
y2 = mn_yvalues(nd,i)
|
forrest@0
|
1010 |
min_bar(nd,i) = gsn_add_polyline(wks,xy,(/x1,x1/),(/y1,y2/),lnres)
|
forrest@0
|
1011 |
|
forrest@0
|
1012 |
y2 = mx_yvalues(nd,i)
|
forrest@0
|
1013 |
max_bar(nd,i) = gsn_add_polyline(wks,xy,(/x1,x1/),(/y1,y2/),lnres)
|
forrest@0
|
1014 |
|
forrest@0
|
1015 |
; Attach the horizontal cap line, both above and below the marker.
|
forrest@0
|
1016 |
|
forrest@0
|
1017 |
x1 = xvalues(nd,i) - dx4
|
forrest@0
|
1018 |
x2 = xvalues(nd,i) + dx4
|
forrest@0
|
1019 |
y1 = mn_yvalues(nd,i)
|
forrest@0
|
1020 |
min_cap(nd,i) = gsn_add_polyline(wks,xy,(/x1,x2/),(/y1,y1/),lnres)
|
forrest@0
|
1021 |
|
forrest@0
|
1022 |
y1 = mx_yvalues(nd,i)
|
forrest@0
|
1023 |
max_cap(nd,i) = gsn_add_polyline(wks,xy,(/x1,x2/),(/y1,y1/),lnres)
|
forrest@0
|
1024 |
end if
|
forrest@0
|
1025 |
end do
|
forrest@0
|
1026 |
end do
|
forrest@0
|
1027 |
|
forrest@0
|
1028 |
draw(xy)
|
forrest@0
|
1029 |
frame(wks)
|
forrest@0
|
1030 |
|
forrest@0
|
1031 |
system("convert "+plot_name+"."+plot_type+" "+plot_name+"."+plot_type_new)
|
forrest@0
|
1032 |
system("rm "+plot_name+"."+plot_type)
|
forrest@0
|
1033 |
; system("rm "+plot_name+"-1."+plot_type_new)
|
forrest@0
|
1034 |
; system("mv "+plot_name+"-0."+plot_type_new+" "+plot_name+"."+plot_type_new)
|
forrest@0
|
1035 |
|
forrest@0
|
1036 |
clear (wks)
|
forrest@0
|
1037 |
|
forrest@0
|
1038 |
delete (DATA11_1D)
|
forrest@0
|
1039 |
delete (DATA12_1D)
|
forrest@0
|
1040 |
delete (DATA22_1D)
|
forrest@0
|
1041 |
;delete (range)
|
forrest@0
|
1042 |
;delete (xvalues)
|
forrest@0
|
1043 |
delete (yvalues)
|
forrest@0
|
1044 |
delete (mn_yvalues)
|
forrest@0
|
1045 |
delete (mx_yvalues)
|
forrest@0
|
1046 |
delete (good)
|
forrest@0
|
1047 |
delete (max_bar)
|
forrest@0
|
1048 |
delete (min_bar)
|
forrest@0
|
1049 |
delete (max_cap)
|
forrest@0
|
1050 |
delete (min_cap)
|
forrest@0
|
1051 |
;-----------------------------------------------------------------
|
forrest@0
|
1052 |
;global res
|
forrest@0
|
1053 |
|
forrest@0
|
1054 |
resg = True ; Use plot options
|
forrest@0
|
1055 |
resg@cnFillOn = True ; Turn on color fill
|
forrest@0
|
1056 |
resg@gsnSpreadColors = True ; use full colormap
|
forrest@0
|
1057 |
; resg@cnFillMode = "RasterFill" ; Turn on raster color
|
forrest@0
|
1058 |
; resg@lbLabelAutoStride = True
|
forrest@0
|
1059 |
resg@cnLinesOn = False ; Turn off contourn lines
|
forrest@0
|
1060 |
resg@mpFillOn = False ; Turn off map fill
|
forrest@0
|
1061 |
|
forrest@0
|
1062 |
resg@cnLevelSelectionMode = "ManualLevels" ; Manual contour invtervals
|
forrest@0
|
1063 |
resg@cnMinLevelValF = 1. ; Min level
|
forrest@0
|
1064 |
resg@cnMaxLevelValF = 12. ; Max level
|
forrest@0
|
1065 |
resg@cnLevelSpacingF = 1. ; interval
|
forrest@0
|
1066 |
|
forrest@0
|
1067 |
;global contour ob
|
forrest@0
|
1068 |
|
forrest@0
|
1069 |
delta = 0.00001
|
forrest@0
|
1070 |
laiob_phase = where(ismissing(laiob_phase).and.(ismissing(laimod_phase).or.(laimod_phase.lt.delta)),0.,laiob_phase)
|
forrest@0
|
1071 |
|
forrest@0
|
1072 |
plot_name = "global_phase_ob"
|
forrest@0
|
1073 |
title = ob_name
|
forrest@0
|
1074 |
resg@tiMainString = title
|
forrest@0
|
1075 |
|
forrest@0
|
1076 |
wks = gsn_open_wks (plot_type,plot_name) ; open workstation
|
forrest@0
|
1077 |
gsn_define_colormap(wks,"gui_default") ; choose colormap
|
forrest@0
|
1078 |
|
forrest@0
|
1079 |
plot = gsn_csm_contour_map_ce(wks,laiob_phase,resg)
|
forrest@0
|
1080 |
frame(wks)
|
forrest@0
|
1081 |
|
forrest@0
|
1082 |
system("convert "+plot_name+"."+plot_type+" "+plot_name+"."+plot_type_new)
|
forrest@0
|
1083 |
system("rm "+plot_name+"."+plot_type)
|
forrest@0
|
1084 |
system("rm "+plot_name+"-1."+plot_type_new)
|
forrest@0
|
1085 |
system("mv "+plot_name+"-0."+plot_type_new+" "+plot_name+"."+plot_type_new)
|
forrest@0
|
1086 |
|
forrest@0
|
1087 |
clear (wks)
|
forrest@0
|
1088 |
;------------------------------------------------------------------------
|
forrest@0
|
1089 |
;global contour model
|
forrest@0
|
1090 |
|
forrest@0
|
1091 |
plot_name = "global_phase_model"
|
forrest@0
|
1092 |
title = "Model " + model_name
|
forrest@0
|
1093 |
resg@tiMainString = title
|
forrest@0
|
1094 |
|
forrest@0
|
1095 |
wks = gsn_open_wks (plot_type,plot_name)
|
forrest@0
|
1096 |
gsn_define_colormap(wks,"gui_default") ; choose colormap
|
forrest@0
|
1097 |
|
forrest@0
|
1098 |
delete (plot)
|
forrest@0
|
1099 |
plot = gsn_csm_contour_map_ce(wks,laimod_phase,resg)
|
forrest@0
|
1100 |
frame(wks)
|
forrest@0
|
1101 |
|
forrest@0
|
1102 |
system("convert "+plot_name+"."+plot_type+" "+plot_name+"."+plot_type_new)
|
forrest@0
|
1103 |
system("rm "+plot_name+"."+plot_type)
|
forrest@0
|
1104 |
system("rm "+plot_name+"-1."+plot_type_new)
|
forrest@0
|
1105 |
system("mv "+plot_name+"-0."+plot_type_new+" "+plot_name+"."+plot_type_new)
|
forrest@0
|
1106 |
|
forrest@0
|
1107 |
clear (wks)
|
forrest@0
|
1108 |
;-----------------------------------------------------------------
|
forrest@0
|
1109 |
;(D) grow day
|
forrest@0
|
1110 |
;--------------------------------------------------------------------
|
forrest@0
|
1111 |
; get data
|
forrest@0
|
1112 |
|
forrest@0
|
1113 |
day_of_data = (/31,28,31,30,31,30,31,31,30,31,30,31/)
|
forrest@0
|
1114 |
|
forrest@0
|
1115 |
; observed
|
forrest@0
|
1116 |
laiob_grow = laiob(0,:,:)
|
forrest@0
|
1117 |
laiob_grow@long_name = "Days of Growing Season"
|
forrest@0
|
1118 |
|
forrest@0
|
1119 |
dsizes_z = dimsizes(laiob)
|
forrest@0
|
1120 |
ntime = dsizes_z(0)
|
forrest@0
|
1121 |
nlat = dsizes_z(1)
|
forrest@0
|
1122 |
nlon = dsizes_z(2)
|
forrest@0
|
1123 |
|
forrest@0
|
1124 |
do j = 0,nlat-1
|
forrest@0
|
1125 |
do i = 0,nlon-1
|
forrest@0
|
1126 |
nday = 0.
|
forrest@0
|
1127 |
do k = 0,ntime-1
|
forrest@0
|
1128 |
if (.not. ismissing(laiob(k,j,i)) .and. laiob(k,j,i) .gt. 1.0) then
|
forrest@0
|
1129 |
nday = nday + day_of_data(k)
|
forrest@0
|
1130 |
end if
|
forrest@0
|
1131 |
end do
|
forrest@0
|
1132 |
|
forrest@0
|
1133 |
laiob_grow(j,i) = nday
|
forrest@0
|
1134 |
end do
|
forrest@0
|
1135 |
end do
|
forrest@0
|
1136 |
|
forrest@0
|
1137 |
; print (min(laiob_grow)+"/"+max(laiob_grow))
|
forrest@0
|
1138 |
;-------------------------
|
forrest@0
|
1139 |
; model
|
forrest@0
|
1140 |
laimod_grow = laimod(0,:,:)
|
forrest@0
|
1141 |
laimod_grow@long_name = "Days of Growing Season"
|
forrest@0
|
1142 |
|
forrest@0
|
1143 |
dsizes_z = dimsizes(laimod)
|
forrest@0
|
1144 |
ntime = dsizes_z(0)
|
forrest@0
|
1145 |
nlat = dsizes_z(1)
|
forrest@0
|
1146 |
nlon = dsizes_z(2)
|
forrest@0
|
1147 |
|
forrest@0
|
1148 |
do j = 0,nlat-1
|
forrest@0
|
1149 |
do i = 0,nlon-1
|
forrest@0
|
1150 |
nday = 0.
|
forrest@0
|
1151 |
do k = 0,ntime-1
|
forrest@0
|
1152 |
if (.not. ismissing(laimod(k,j,i)) .and. laimod(k,j,i) .gt. 1.0) then
|
forrest@0
|
1153 |
nday = nday + day_of_data(k)
|
forrest@0
|
1154 |
end if
|
forrest@0
|
1155 |
end do
|
forrest@0
|
1156 |
|
forrest@0
|
1157 |
laimod_grow(j,i) = nday
|
forrest@0
|
1158 |
end do
|
forrest@0
|
1159 |
end do
|
forrest@0
|
1160 |
|
forrest@0
|
1161 |
; print (min(laimod_grow)+"/"+max(laimod_grow))
|
forrest@0
|
1162 |
;------------------------
|
forrest@0
|
1163 |
DATA11_1D = ndtooned(classob)
|
forrest@0
|
1164 |
DATA12_1D = ndtooned(laiob_grow)
|
forrest@0
|
1165 |
DATA22_1D = ndtooned(laimod_grow)
|
forrest@0
|
1166 |
|
forrest@0
|
1167 |
yvalues = new((/2,nx/),float)
|
forrest@0
|
1168 |
mn_yvalues = new((/2,nx/),float)
|
forrest@0
|
1169 |
mx_yvalues = new((/2,nx/),float)
|
forrest@0
|
1170 |
|
forrest@0
|
1171 |
do nd=0,1
|
forrest@0
|
1172 |
|
forrest@0
|
1173 |
; See if we are doing model or observational data.
|
forrest@0
|
1174 |
|
forrest@0
|
1175 |
if(nd.eq.0) then
|
forrest@0
|
1176 |
data_ob = DATA11_1D
|
forrest@0
|
1177 |
data_mod = DATA12_1D
|
forrest@0
|
1178 |
else
|
forrest@0
|
1179 |
data_ob = DATA11_1D
|
forrest@0
|
1180 |
data_mod = DATA22_1D
|
forrest@0
|
1181 |
end if
|
forrest@0
|
1182 |
|
forrest@0
|
1183 |
; Loop through each range and check for values.
|
forrest@0
|
1184 |
|
forrest@0
|
1185 |
do i=0,nr-2
|
forrest@0
|
1186 |
if (i.ne.(nr-2)) then
|
forrest@0
|
1187 |
; print("")
|
forrest@0
|
1188 |
; print("In range ["+range(i)+","+range(i+1)+")")
|
forrest@0
|
1189 |
idx = ind((range(i).le.data_ob).and.(data_ob.lt.range(i+1)))
|
forrest@0
|
1190 |
else
|
forrest@0
|
1191 |
; print("")
|
forrest@0
|
1192 |
; print("In range ["+range(i)+",)")
|
forrest@0
|
1193 |
idx = ind(range(i).le.data_ob)
|
forrest@0
|
1194 |
end if
|
forrest@0
|
1195 |
|
forrest@0
|
1196 |
; Calculate average, and get min and max.
|
forrest@0
|
1197 |
|
forrest@0
|
1198 |
if(.not.any(ismissing(idx))) then
|
forrest@0
|
1199 |
yvalues(nd,i) = avg(data_mod(idx))
|
forrest@0
|
1200 |
mn_yvalues(nd,i) = min(data_mod(idx))
|
forrest@0
|
1201 |
mx_yvalues(nd,i) = max(data_mod(idx))
|
forrest@0
|
1202 |
count = dimsizes(idx)
|
forrest@0
|
1203 |
else
|
forrest@0
|
1204 |
count = 0
|
forrest@0
|
1205 |
yvalues(nd,i) = yvalues@_FillValue
|
forrest@0
|
1206 |
mn_yvalues(nd,i) = yvalues@_FillValue
|
forrest@0
|
1207 |
mx_yvalues(nd,i) = yvalues@_FillValue
|
forrest@0
|
1208 |
end if
|
forrest@0
|
1209 |
|
forrest@0
|
1210 |
; print(nd + ": " + count + " points, avg = " + yvalues(nd,i))
|
forrest@0
|
1211 |
; print("Min/Max: " + mn_yvalues(nd,i) + "/" + mx_yvalues(nd,i))
|
forrest@0
|
1212 |
|
forrest@0
|
1213 |
; Clean up for next time in loop.
|
forrest@0
|
1214 |
|
forrest@0
|
1215 |
delete(idx)
|
forrest@0
|
1216 |
end do
|
forrest@0
|
1217 |
delete(data_ob)
|
forrest@0
|
1218 |
delete(data_mod)
|
forrest@0
|
1219 |
end do
|
forrest@0
|
1220 |
;-----------------------------------------------------------------
|
forrest@0
|
1221 |
; compute correlation coef and M score
|
forrest@0
|
1222 |
|
forrest@0
|
1223 |
u = yvalues(0,:)
|
forrest@0
|
1224 |
v = yvalues(1,:)
|
forrest@0
|
1225 |
|
forrest@0
|
1226 |
good = ind(.not.ismissing(u) .and. .not.ismissing(v))
|
forrest@0
|
1227 |
uu = u(good)
|
forrest@0
|
1228 |
vv = v(good)
|
forrest@0
|
1229 |
|
forrest@0
|
1230 |
ccrGrow = esccr(uu,vv,0)
|
forrest@0
|
1231 |
; print (ccrGrow)
|
forrest@0
|
1232 |
|
forrest@0
|
1233 |
; new eq
|
forrest@0
|
1234 |
bias = sum(abs(vv-uu)/(vv+uu))
|
forrest@0
|
1235 |
Mgrow = (1.- (bias/dimsizes(uu)))*5.
|
forrest@0
|
1236 |
|
forrest@0
|
1237 |
print (Mgrow)
|
forrest@0
|
1238 |
|
forrest@0
|
1239 |
do i=0,nrow-2
|
forrest@0
|
1240 |
text4(i,9) = sprintf("%5.2f",u(i))
|
forrest@0
|
1241 |
text4(i,10) = sprintf("%5.2f",v(i))
|
forrest@0
|
1242 |
text4(i,11) = "-"
|
forrest@0
|
1243 |
end do
|
forrest@0
|
1244 |
text4(nrow-1,9) = sprintf("%5.2f",avg(u))
|
forrest@0
|
1245 |
text4(nrow-1,10) = sprintf("%5.2f",avg(v))
|
forrest@0
|
1246 |
text4(nrow-1,11) = sprintf("%5.2f",Mgrow)
|
forrest@0
|
1247 |
|
forrest@0
|
1248 |
delete (u)
|
forrest@0
|
1249 |
delete (v)
|
forrest@0
|
1250 |
delete (uu)
|
forrest@0
|
1251 |
delete (vv)
|
forrest@0
|
1252 |
;--------------------------------------------------------------------
|
forrest@0
|
1253 |
; histogram res
|
forrest@0
|
1254 |
|
forrest@0
|
1255 |
resm = True
|
forrest@0
|
1256 |
resm@gsnMaximize = True
|
forrest@0
|
1257 |
resm@gsnDraw = False
|
forrest@0
|
1258 |
resm@gsnFrame = False
|
forrest@0
|
1259 |
resm@xyMarkLineMode = "Markers"
|
forrest@0
|
1260 |
resm@xyMarkerSizeF = 0.014
|
forrest@0
|
1261 |
resm@xyMarker = 16
|
forrest@0
|
1262 |
resm@xyMarkerColors = (/"Brown","Blue"/)
|
forrest@0
|
1263 |
; resm@trYMinF = min(mn_yvalues) - 10.
|
forrest@0
|
1264 |
; resm@trYMaxF = max(mx_yvalues) + 10.
|
forrest@0
|
1265 |
resm@trYMinF = min(mn_yvalues) - 2
|
forrest@0
|
1266 |
resm@trYMaxF = max(mx_yvalues) + 4
|
forrest@0
|
1267 |
|
forrest@0
|
1268 |
resm@tiYAxisString = "Days of Growing season"
|
forrest@0
|
1269 |
resm@tiXAxisString = "Land Cover Type"
|
forrest@0
|
1270 |
|
forrest@0
|
1271 |
max_bar = new((/2,nx/),graphic)
|
forrest@0
|
1272 |
min_bar = new((/2,nx/),graphic)
|
forrest@0
|
1273 |
max_cap = new((/2,nx/),graphic)
|
forrest@0
|
1274 |
min_cap = new((/2,nx/),graphic)
|
forrest@0
|
1275 |
|
forrest@0
|
1276 |
lnres = True
|
forrest@0
|
1277 |
line_colors = (/"brown","blue"/)
|
forrest@0
|
1278 |
;------------------------------------------------------------------
|
forrest@0
|
1279 |
; Start the graphics.
|
forrest@0
|
1280 |
|
forrest@0
|
1281 |
plot_name = "histogram_grow"
|
forrest@0
|
1282 |
title = model_name + " vs Observed"
|
forrest@0
|
1283 |
resm@tiMainString = title
|
forrest@0
|
1284 |
|
forrest@0
|
1285 |
wks = gsn_open_wks (plot_type,plot_name)
|
forrest@0
|
1286 |
;-----------------------------
|
forrest@0
|
1287 |
; Add a boxed legend using the more simple method
|
forrest@0
|
1288 |
|
forrest@0
|
1289 |
resm@pmLegendDisplayMode = "Always"
|
forrest@0
|
1290 |
; resm@pmLegendWidthF = 0.1
|
forrest@0
|
1291 |
resm@pmLegendWidthF = 0.08
|
forrest@0
|
1292 |
resm@pmLegendHeightF = 0.05
|
forrest@0
|
1293 |
resm@pmLegendOrthogonalPosF = -1.17
|
forrest@0
|
1294 |
; resm@pmLegendOrthogonalPosF = -1.00 ;(downward)
|
forrest@0
|
1295 |
; resm@pmLegendParallelPosF = 0.18
|
forrest@0
|
1296 |
resm@pmLegendParallelPosF = 0.88 ;(rightward)
|
forrest@0
|
1297 |
|
forrest@0
|
1298 |
; resm@lgPerimOn = False
|
forrest@0
|
1299 |
resm@lgLabelFontHeightF = 0.015
|
forrest@0
|
1300 |
resm@xyExplicitLegendLabels = (/"observed",model_name/)
|
forrest@0
|
1301 |
;-----------------------------
|
forrest@0
|
1302 |
tRes = True
|
forrest@0
|
1303 |
tRes@txFontHeightF = 0.025
|
forrest@0
|
1304 |
|
forrest@0
|
1305 |
correlation_text = "(correlation coef = "+sprintf("%5.2f", ccrGrow)+")"
|
forrest@0
|
1306 |
|
forrest@0
|
1307 |
gsn_text_ndc(wks,correlation_text,0.56,0.85,tRes)
|
forrest@0
|
1308 |
|
forrest@0
|
1309 |
xy = gsn_csm_xy(wks,xvalues,yvalues,resm)
|
forrest@0
|
1310 |
;-------------------------------
|
forrest@0
|
1311 |
;Attach the vertical bar and the horizontal cap line
|
forrest@0
|
1312 |
|
forrest@0
|
1313 |
do nd=0,1
|
forrest@0
|
1314 |
lnres@gsLineColor = line_colors(nd)
|
forrest@0
|
1315 |
do i=0,nx-1
|
forrest@0
|
1316 |
|
forrest@0
|
1317 |
if(.not.ismissing(mn_yvalues(nd,i)).and. \
|
forrest@0
|
1318 |
.not.ismissing(mx_yvalues(nd,i))) then
|
forrest@0
|
1319 |
|
forrest@0
|
1320 |
; Attach the vertical bar, both above and below the marker.
|
forrest@0
|
1321 |
|
forrest@0
|
1322 |
x1 = xvalues(nd,i)
|
forrest@0
|
1323 |
y1 = yvalues(nd,i)
|
forrest@0
|
1324 |
y2 = mn_yvalues(nd,i)
|
forrest@0
|
1325 |
min_bar(nd,i) = gsn_add_polyline(wks,xy,(/x1,x1/),(/y1,y2/),lnres)
|
forrest@0
|
1326 |
|
forrest@0
|
1327 |
y2 = mx_yvalues(nd,i)
|
forrest@0
|
1328 |
max_bar(nd,i) = gsn_add_polyline(wks,xy,(/x1,x1/),(/y1,y2/),lnres)
|
forrest@0
|
1329 |
|
forrest@0
|
1330 |
; Attach the horizontal cap line, both above and below the marker.
|
forrest@0
|
1331 |
|
forrest@0
|
1332 |
x1 = xvalues(nd,i) - dx4
|
forrest@0
|
1333 |
x2 = xvalues(nd,i) + dx4
|
forrest@0
|
1334 |
y1 = mn_yvalues(nd,i)
|
forrest@0
|
1335 |
min_cap(nd,i) = gsn_add_polyline(wks,xy,(/x1,x2/),(/y1,y1/),lnres)
|
forrest@0
|
1336 |
|
forrest@0
|
1337 |
y1 = mx_yvalues(nd,i)
|
forrest@0
|
1338 |
max_cap(nd,i) = gsn_add_polyline(wks,xy,(/x1,x2/),(/y1,y1/),lnres)
|
forrest@0
|
1339 |
end if
|
forrest@0
|
1340 |
end do
|
forrest@0
|
1341 |
end do
|
forrest@0
|
1342 |
|
forrest@0
|
1343 |
draw(xy)
|
forrest@0
|
1344 |
frame(wks)
|
forrest@0
|
1345 |
|
forrest@0
|
1346 |
system("convert "+plot_name+"."+plot_type+" "+plot_name+"."+plot_type_new)
|
forrest@0
|
1347 |
system("rm "+plot_name+"."+plot_type)
|
forrest@0
|
1348 |
; system("rm "+plot_name+"-1."+plot_type_new)
|
forrest@0
|
1349 |
; system("mv "+plot_name+"-0."+plot_type_new+" "+plot_name+"."+plot_type_new)
|
forrest@0
|
1350 |
|
forrest@0
|
1351 |
clear (wks)
|
forrest@0
|
1352 |
|
forrest@0
|
1353 |
delete (DATA11_1D)
|
forrest@0
|
1354 |
delete (DATA12_1D)
|
forrest@0
|
1355 |
delete (DATA22_1D)
|
forrest@0
|
1356 |
;delete (range)
|
forrest@0
|
1357 |
;delete (xvalues)
|
forrest@0
|
1358 |
delete (yvalues)
|
forrest@0
|
1359 |
delete (mn_yvalues)
|
forrest@0
|
1360 |
delete (mx_yvalues)
|
forrest@0
|
1361 |
delete (good)
|
forrest@0
|
1362 |
delete (max_bar)
|
forrest@0
|
1363 |
delete (min_bar)
|
forrest@0
|
1364 |
delete (max_cap)
|
forrest@0
|
1365 |
delete (min_cap)
|
forrest@0
|
1366 |
;-----------------------------------------------------------------
|
forrest@0
|
1367 |
;global res
|
forrest@0
|
1368 |
|
forrest@0
|
1369 |
resg = True ; Use plot options
|
forrest@0
|
1370 |
resg@cnFillOn = True ; Turn on color fill
|
forrest@0
|
1371 |
resg@gsnSpreadColors = True ; use full colormap
|
forrest@0
|
1372 |
; resg@cnFillMode = "RasterFill" ; Turn on raster color
|
forrest@0
|
1373 |
; resg@lbLabelAutoStride = True
|
forrest@0
|
1374 |
resg@cnLinesOn = False ; Turn off contourn lines
|
forrest@0
|
1375 |
resg@mpFillOn = False ; Turn off map fill
|
forrest@0
|
1376 |
|
forrest@0
|
1377 |
resg@cnLevelSelectionMode = "ManualLevels" ; Manual contour invtervals
|
forrest@0
|
1378 |
resg@cnMinLevelValF = 60. ; Min level
|
forrest@0
|
1379 |
resg@cnMaxLevelValF = 360. ; Max level
|
forrest@0
|
1380 |
resg@cnLevelSpacingF = 20. ; interval
|
forrest@0
|
1381 |
|
forrest@0
|
1382 |
;global contour ob
|
forrest@0
|
1383 |
|
forrest@0
|
1384 |
laiob_grow@_FillValue = 1.e+36
|
forrest@0
|
1385 |
laiob_grow = where(laiob_grow .lt. 10.,laiob_grow@_FillValue,laiob_grow)
|
forrest@0
|
1386 |
|
forrest@0
|
1387 |
plot_name = "global_grow_ob"
|
forrest@0
|
1388 |
title = ob_name
|
forrest@0
|
1389 |
resg@tiMainString = title
|
forrest@0
|
1390 |
|
forrest@0
|
1391 |
wks = gsn_open_wks (plot_type,plot_name) ; open workstation
|
forrest@0
|
1392 |
gsn_define_colormap(wks,"gui_default") ; choose colormap
|
forrest@0
|
1393 |
|
forrest@0
|
1394 |
plot = gsn_csm_contour_map_ce(wks,laiob_grow,resg)
|
forrest@0
|
1395 |
frame(wks)
|
forrest@0
|
1396 |
|
forrest@0
|
1397 |
system("convert "+plot_name+"."+plot_type+" "+plot_name+"."+plot_type_new)
|
forrest@0
|
1398 |
system("rm "+plot_name+"."+plot_type)
|
forrest@0
|
1399 |
system("rm "+plot_name+"-1."+plot_type_new)
|
forrest@0
|
1400 |
system("mv "+plot_name+"-0."+plot_type_new+" "+plot_name+"."+plot_type_new)
|
forrest@0
|
1401 |
|
forrest@0
|
1402 |
clear (wks)
|
forrest@0
|
1403 |
;------------------------------------------------------------------------
|
forrest@0
|
1404 |
;global contour model
|
forrest@0
|
1405 |
|
forrest@0
|
1406 |
laimod_grow@_FillValue = 1.e+36
|
forrest@0
|
1407 |
laimod_grow = where(laimod_grow .lt. 10.,laimod_grow@_FillValue,laimod_grow)
|
forrest@0
|
1408 |
|
forrest@0
|
1409 |
plot_name = "global_grow_model"
|
forrest@0
|
1410 |
title = "Model " + model_name
|
forrest@0
|
1411 |
resg@tiMainString = title
|
forrest@0
|
1412 |
|
forrest@0
|
1413 |
wks = gsn_open_wks (plot_type,plot_name)
|
forrest@0
|
1414 |
gsn_define_colormap(wks,"gui_default") ; choose colormap
|
forrest@0
|
1415 |
|
forrest@0
|
1416 |
delete (plot)
|
forrest@0
|
1417 |
plot = gsn_csm_contour_map_ce(wks,laimod_grow,resg)
|
forrest@0
|
1418 |
frame(wks)
|
forrest@0
|
1419 |
|
forrest@0
|
1420 |
system("convert "+plot_name+"."+plot_type+" "+plot_name+"."+plot_type_new)
|
forrest@0
|
1421 |
system("rm "+plot_name+"."+plot_type)
|
forrest@0
|
1422 |
system("rm "+plot_name+"-1."+plot_type_new)
|
forrest@0
|
1423 |
system("mv "+plot_name+"-0."+plot_type_new+" "+plot_name+"."+plot_type_new)
|
forrest@0
|
1424 |
|
forrest@0
|
1425 |
clear (wks)
|
forrest@0
|
1426 |
;------------------------------------------------------------------------
|
forrest@0
|
1427 |
;global contour model vs ob
|
forrest@0
|
1428 |
|
forrest@0
|
1429 |
resg@cnLevelSelectionMode = "ManualLevels" ; Manual contour invtervals
|
forrest@0
|
1430 |
resg@cnMinLevelValF = 0. ; Min level
|
forrest@0
|
1431 |
resg@cnMaxLevelValF = 10. ; Max level
|
forrest@0
|
1432 |
resg@cnLevelSpacingF = 1. ; interval
|
forrest@0
|
1433 |
|
forrest@0
|
1434 |
plot_name = "global_mean_model_vs_ob"
|
forrest@0
|
1435 |
|
forrest@0
|
1436 |
wks = gsn_open_wks (plot_type,plot_name) ; open workstation
|
forrest@0
|
1437 |
gsn_define_colormap(wks,"gui_default") ; choose colormap
|
forrest@0
|
1438 |
|
forrest@0
|
1439 |
delete (plot)
|
forrest@0
|
1440 |
plot=new(3,graphic) ; create graphic array
|
forrest@0
|
1441 |
|
forrest@0
|
1442 |
resg@gsnFrame = False ; Do not draw plot
|
forrest@0
|
1443 |
resg@gsnDraw = False ; Do not advance frame
|
forrest@0
|
1444 |
|
forrest@0
|
1445 |
; plot correlation coef
|
forrest@0
|
1446 |
|
forrest@0
|
1447 |
gRes = True
|
forrest@0
|
1448 |
gRes@txFontHeightF = 0.02
|
forrest@0
|
1449 |
gRes@txAngleF = 90
|
forrest@0
|
1450 |
|
forrest@0
|
1451 |
correlation_text = "(correlation coef = "+sprintf("%5.2f", ccrMean)+")"
|
forrest@0
|
1452 |
|
forrest@0
|
1453 |
gsn_text_ndc(wks,correlation_text,0.20,0.50,gRes)
|
forrest@0
|
1454 |
;--------------------------------------------------------------------
|
forrest@0
|
1455 |
|
forrest@0
|
1456 |
;(a) ob
|
forrest@0
|
1457 |
|
forrest@0
|
1458 |
title = ob_name
|
forrest@0
|
1459 |
resg@tiMainString = title
|
forrest@0
|
1460 |
|
forrest@0
|
1461 |
plot(0) = gsn_csm_contour_map_ce(wks,laiob_mean,resg)
|
forrest@0
|
1462 |
|
forrest@0
|
1463 |
;(b) model
|
forrest@0
|
1464 |
|
forrest@0
|
1465 |
title = "Model "+ model_name
|
forrest@0
|
1466 |
resg@tiMainString = title
|
forrest@0
|
1467 |
|
forrest@0
|
1468 |
plot(1) = gsn_csm_contour_map_ce(wks,laimod_mean,resg)
|
forrest@0
|
1469 |
|
forrest@0
|
1470 |
;(c) model-ob
|
forrest@0
|
1471 |
|
forrest@0
|
1472 |
zz = laimod_mean
|
forrest@0
|
1473 |
zz = laimod_mean - laiob_mean
|
forrest@0
|
1474 |
title = "Model_"+model_name+" - Observed"
|
forrest@0
|
1475 |
resg@tiMainString = title
|
forrest@0
|
1476 |
|
forrest@0
|
1477 |
resg@cnMinLevelValF = -2. ; Min level
|
forrest@0
|
1478 |
resg@cnMaxLevelValF = 2. ; Max level
|
forrest@0
|
1479 |
resg@cnLevelSpacingF = 0.4 ; interval
|
forrest@0
|
1480 |
|
forrest@0
|
1481 |
|
forrest@0
|
1482 |
plot(2) = gsn_csm_contour_map_ce(wks,zz,resg)
|
forrest@0
|
1483 |
|
forrest@0
|
1484 |
pres = True ; panel plot mods desired
|
forrest@0
|
1485 |
pres@gsnPanelYWhiteSpacePercent = 5 ; increase white space around
|
forrest@0
|
1486 |
; indiv. plots in panel
|
forrest@0
|
1487 |
pres@gsnMaximize = True ; fill the page
|
forrest@0
|
1488 |
|
forrest@0
|
1489 |
gsn_panel(wks,plot,(/3,1/),pres) ; create panel plot
|
forrest@0
|
1490 |
|
forrest@0
|
1491 |
system("convert "+plot_name+"."+plot_type+" "+plot_name+"."+plot_type_new)
|
forrest@0
|
1492 |
system("rm "+plot_name+"."+plot_type)
|
forrest@0
|
1493 |
; system("rm "+plot_name+"-1."+plot_type_new)
|
forrest@0
|
1494 |
; system("mv "+plot_name+"-0."+plot_type_new+" "+plot_name+"."+plot_type_new)
|
forrest@0
|
1495 |
|
forrest@0
|
1496 |
frame (wks)
|
forrest@0
|
1497 |
clear (wks)
|
forrest@0
|
1498 |
|
forrest@0
|
1499 |
delete (plot)
|
forrest@0
|
1500 |
;-----------------------------------------------------------------
|
forrest@0
|
1501 |
;global contour model vs ob
|
forrest@0
|
1502 |
|
forrest@0
|
1503 |
resg@cnLevelSelectionMode = "ManualLevels" ; Manual contour invtervals
|
forrest@0
|
1504 |
resg@cnMinLevelValF = 0. ; Min level
|
forrest@0
|
1505 |
resg@cnMaxLevelValF = 10. ; Max level
|
forrest@0
|
1506 |
resg@cnLevelSpacingF = 1. ; interval
|
forrest@0
|
1507 |
|
forrest@0
|
1508 |
plot_name = "global_max_model_vs_ob"
|
forrest@0
|
1509 |
|
forrest@0
|
1510 |
wks = gsn_open_wks (plot_type,plot_name) ; open workstation
|
forrest@0
|
1511 |
gsn_define_colormap(wks,"gui_default") ; choose colormap
|
forrest@0
|
1512 |
|
forrest@0
|
1513 |
; delete(plot)
|
forrest@0
|
1514 |
plot=new(3,graphic) ; create graphic array
|
forrest@0
|
1515 |
|
forrest@0
|
1516 |
resg@gsnFrame = False ; Do not draw plot
|
forrest@0
|
1517 |
resg@gsnDraw = False ; Do not advance frame
|
forrest@0
|
1518 |
|
forrest@0
|
1519 |
; plot correlation coef
|
forrest@0
|
1520 |
|
forrest@0
|
1521 |
gRes = True
|
forrest@0
|
1522 |
gRes@txFontHeightF = 0.02
|
forrest@0
|
1523 |
gRes@txAngleF = 90
|
forrest@0
|
1524 |
|
forrest@0
|
1525 |
correlation_text = "(correlation coef = "+sprintf("%5.2f", ccrMax)+")"
|
forrest@0
|
1526 |
|
forrest@0
|
1527 |
gsn_text_ndc(wks,correlation_text,0.20,0.50,gRes)
|
forrest@0
|
1528 |
;--------------------------------------------------------------------
|
forrest@0
|
1529 |
;(a) ob
|
forrest@0
|
1530 |
|
forrest@0
|
1531 |
title = ob_name
|
forrest@0
|
1532 |
resg@tiMainString = title
|
forrest@0
|
1533 |
|
forrest@0
|
1534 |
plot(0) = gsn_csm_contour_map_ce(wks,laiob_max,resg)
|
forrest@0
|
1535 |
|
forrest@0
|
1536 |
;(b) model
|
forrest@0
|
1537 |
|
forrest@0
|
1538 |
title = "Model "+ model_name
|
forrest@0
|
1539 |
resg@tiMainString = title
|
forrest@0
|
1540 |
|
forrest@0
|
1541 |
plot(1) = gsn_csm_contour_map_ce(wks,laimod_max,resg)
|
forrest@0
|
1542 |
|
forrest@0
|
1543 |
;(c) model-ob
|
forrest@0
|
1544 |
|
forrest@0
|
1545 |
delete (zz)
|
forrest@0
|
1546 |
zz = laimod_max
|
forrest@0
|
1547 |
zz = laimod_max - laiob_max
|
forrest@0
|
1548 |
title = "Model_"+model_name+" - Observed"
|
forrest@0
|
1549 |
resg@tiMainString = title
|
forrest@0
|
1550 |
|
forrest@0
|
1551 |
resg@cnMinLevelValF = -6. ; Min level
|
forrest@0
|
1552 |
resg@cnMaxLevelValF = 6. ; Max level
|
forrest@0
|
1553 |
resg@cnLevelSpacingF = 1. ; interval
|
forrest@0
|
1554 |
|
forrest@0
|
1555 |
|
forrest@0
|
1556 |
plot(2) = gsn_csm_contour_map_ce(wks,zz,resg)
|
forrest@0
|
1557 |
|
forrest@0
|
1558 |
pres = True ; panel plot mods desired
|
forrest@0
|
1559 |
pres@gsnPanelYWhiteSpacePercent = 5 ; increase white space around
|
forrest@0
|
1560 |
; indiv. plots in panel
|
forrest@0
|
1561 |
pres@gsnMaximize = True ; fill the page
|
forrest@0
|
1562 |
|
forrest@0
|
1563 |
gsn_panel(wks,plot,(/3,1/),pres) ; create panel plot
|
forrest@0
|
1564 |
|
forrest@0
|
1565 |
system("convert "+plot_name+"."+plot_type+" "+plot_name+"."+plot_type_new)
|
forrest@0
|
1566 |
system("rm "+plot_name+"."+plot_type)
|
forrest@0
|
1567 |
; system("rm "+plot_name+"-1."+plot_type_new)
|
forrest@0
|
1568 |
; system("mv "+plot_name+"-0."+plot_type_new+" "+plot_name+"."+plot_type_new)
|
forrest@0
|
1569 |
|
forrest@0
|
1570 |
frame (wks)
|
forrest@0
|
1571 |
clear (wks)
|
forrest@0
|
1572 |
|
forrest@0
|
1573 |
delete (plot)
|
forrest@0
|
1574 |
;-----------------------------------------------------------------
|
forrest@0
|
1575 |
;global contour model vs ob
|
forrest@0
|
1576 |
|
forrest@0
|
1577 |
resg@cnLevelSelectionMode = "ManualLevels" ; Manual contour invtervals
|
forrest@0
|
1578 |
resg@cnMinLevelValF = 1. ; Min level
|
forrest@0
|
1579 |
resg@cnMaxLevelValF = 12. ; Max level
|
forrest@0
|
1580 |
resg@cnLevelSpacingF = 1. ; interval
|
forrest@0
|
1581 |
|
forrest@0
|
1582 |
plot_name = "global_phase_model_vs_ob"
|
forrest@0
|
1583 |
|
forrest@0
|
1584 |
wks = gsn_open_wks (plot_type,plot_name) ; open workstation
|
forrest@0
|
1585 |
gsn_define_colormap(wks,"gui_default") ; choose colormap
|
forrest@0
|
1586 |
|
forrest@0
|
1587 |
; delete (plot)
|
forrest@0
|
1588 |
plot=new(3,graphic) ; create graphic array
|
forrest@0
|
1589 |
|
forrest@0
|
1590 |
resg@gsnFrame = False ; Do not draw plot
|
forrest@0
|
1591 |
resg@gsnDraw = False ; Do not advance frame
|
forrest@0
|
1592 |
|
forrest@0
|
1593 |
; plot correlation coef
|
forrest@0
|
1594 |
|
forrest@0
|
1595 |
gRes = True
|
forrest@0
|
1596 |
gRes@txFontHeightF = 0.02
|
forrest@0
|
1597 |
gRes@txAngleF = 90
|
forrest@0
|
1598 |
|
forrest@0
|
1599 |
correlation_text = "(correlation coef = "+sprintf("%5.2f", ccrPhase)+")"
|
forrest@0
|
1600 |
|
forrest@0
|
1601 |
gsn_text_ndc(wks,correlation_text,0.20,0.50,gRes)
|
forrest@0
|
1602 |
;--------------------------------------------------------------------
|
forrest@0
|
1603 |
;(a) ob
|
forrest@0
|
1604 |
|
forrest@0
|
1605 |
title = ob_name
|
forrest@0
|
1606 |
resg@tiMainString = title
|
forrest@0
|
1607 |
|
forrest@0
|
1608 |
plot(0) = gsn_csm_contour_map_ce(wks,laiob_phase,resg)
|
forrest@0
|
1609 |
|
forrest@0
|
1610 |
;(b) model
|
forrest@0
|
1611 |
|
forrest@0
|
1612 |
title = "Model "+ model_name
|
forrest@0
|
1613 |
resg@tiMainString = title
|
forrest@0
|
1614 |
|
forrest@0
|
1615 |
plot(1) = gsn_csm_contour_map_ce(wks,laimod_phase,resg)
|
forrest@0
|
1616 |
|
forrest@0
|
1617 |
;(c) model-ob
|
forrest@0
|
1618 |
|
forrest@0
|
1619 |
delete (zz)
|
forrest@0
|
1620 |
zz = laimod_phase
|
forrest@0
|
1621 |
zz = laimod_phase - laiob_phase
|
forrest@0
|
1622 |
title = "Model_"+model_name+" - Observed"
|
forrest@0
|
1623 |
resg@tiMainString = title
|
forrest@0
|
1624 |
|
forrest@0
|
1625 |
resg@cnMinLevelValF = -6. ; Min level
|
forrest@0
|
1626 |
resg@cnMaxLevelValF = 6. ; Max level
|
forrest@0
|
1627 |
resg@cnLevelSpacingF = 1. ; interval
|
forrest@0
|
1628 |
|
forrest@0
|
1629 |
|
forrest@0
|
1630 |
plot(2) = gsn_csm_contour_map_ce(wks,zz,resg)
|
forrest@0
|
1631 |
|
forrest@0
|
1632 |
; pres = True ; panel plot mods desired
|
forrest@0
|
1633 |
; pres@gsnPanelYWhiteSpacePercent = 5 ; increase white space around
|
forrest@0
|
1634 |
; indiv. plots in panel
|
forrest@0
|
1635 |
; pres@gsnMaximize = True ; fill the page
|
forrest@0
|
1636 |
|
forrest@0
|
1637 |
gsn_panel(wks,plot,(/3,1/),pres) ; create panel plot
|
forrest@0
|
1638 |
|
forrest@0
|
1639 |
system("convert "+plot_name+"."+plot_type+" "+plot_name+"."+plot_type_new)
|
forrest@0
|
1640 |
system("rm "+plot_name+"."+plot_type)
|
forrest@0
|
1641 |
; system("rm "+plot_name+"-1."+plot_type_new)
|
forrest@0
|
1642 |
; system("mv "+plot_name+"-0."+plot_type_new+" "+plot_name+"."+plot_type_new)
|
forrest@0
|
1643 |
|
forrest@0
|
1644 |
frame (wks)
|
forrest@0
|
1645 |
clear (wks)
|
forrest@0
|
1646 |
|
forrest@0
|
1647 |
delete (plot)
|
forrest@0
|
1648 |
;------------------------------------------------------------------
|
forrest@0
|
1649 |
;global contour model vs ob
|
forrest@0
|
1650 |
|
forrest@0
|
1651 |
resg@cnLevelSelectionMode = "ManualLevels" ; Manual contour invtervals
|
forrest@0
|
1652 |
resg@cnMinLevelValF = 60. ; Min level
|
forrest@0
|
1653 |
resg@cnMaxLevelValF = 360. ; Max level
|
forrest@0
|
1654 |
resg@cnLevelSpacingF = 20. ; interval
|
forrest@0
|
1655 |
|
forrest@0
|
1656 |
plot_name = "global_grow_model_vs_ob"
|
forrest@0
|
1657 |
|
forrest@0
|
1658 |
wks = gsn_open_wks (plot_type,plot_name) ; open workstation
|
forrest@0
|
1659 |
gsn_define_colormap(wks,"gui_default") ; choose colormap
|
forrest@0
|
1660 |
|
forrest@0
|
1661 |
; delete (plot)
|
forrest@0
|
1662 |
plot=new(3,graphic) ; create graphic array
|
forrest@0
|
1663 |
|
forrest@0
|
1664 |
resg@gsnFrame = False ; Do not draw plot
|
forrest@0
|
1665 |
resg@gsnDraw = False ; Do not advance frame
|
forrest@0
|
1666 |
|
forrest@0
|
1667 |
; plot correlation coef
|
forrest@0
|
1668 |
|
forrest@0
|
1669 |
gRes = True
|
forrest@0
|
1670 |
gRes@txFontHeightF = 0.02
|
forrest@0
|
1671 |
gRes@txAngleF = 90
|
forrest@0
|
1672 |
|
forrest@0
|
1673 |
correlation_text = "(correlation coef = "+sprintf("%5.2f", ccrGrow)+")"
|
forrest@0
|
1674 |
|
forrest@0
|
1675 |
gsn_text_ndc(wks,correlation_text,0.20,0.50,gRes)
|
forrest@0
|
1676 |
;--------------------------------------------------------------------
|
forrest@0
|
1677 |
;(a) ob
|
forrest@0
|
1678 |
|
forrest@0
|
1679 |
title = ob_name
|
forrest@0
|
1680 |
resg@tiMainString = title
|
forrest@0
|
1681 |
|
forrest@0
|
1682 |
plot(0) = gsn_csm_contour_map_ce(wks,laiob_grow,resg)
|
forrest@0
|
1683 |
|
forrest@0
|
1684 |
;(b) model
|
forrest@0
|
1685 |
|
forrest@0
|
1686 |
title = "Model "+ model_name
|
forrest@0
|
1687 |
resg@tiMainString = title
|
forrest@0
|
1688 |
|
forrest@0
|
1689 |
plot(1) = gsn_csm_contour_map_ce(wks,laimod_grow,resg)
|
forrest@0
|
1690 |
|
forrest@0
|
1691 |
;(c) model-ob
|
forrest@0
|
1692 |
|
forrest@0
|
1693 |
delete (zz)
|
forrest@0
|
1694 |
zz = laimod_grow
|
forrest@0
|
1695 |
zz = laimod_grow - laiob_grow
|
forrest@0
|
1696 |
title = "Model_"+model_name+" - Observed"
|
forrest@0
|
1697 |
resg@tiMainString = title
|
forrest@0
|
1698 |
|
forrest@0
|
1699 |
resg@cnMinLevelValF = -100. ; Min level
|
forrest@0
|
1700 |
resg@cnMaxLevelValF = 100. ; Max level
|
forrest@0
|
1701 |
resg@cnLevelSpacingF = 20. ; interval
|
forrest@0
|
1702 |
|
forrest@0
|
1703 |
plot(2) = gsn_csm_contour_map_ce(wks,zz,resg)
|
forrest@0
|
1704 |
|
forrest@0
|
1705 |
pres = True ; panel plot mods desired
|
forrest@0
|
1706 |
pres@gsnPanelYWhiteSpacePercent = 5 ; increase white space around
|
forrest@0
|
1707 |
; indiv. plots in panel
|
forrest@0
|
1708 |
pres@gsnMaximize = True ; fill the page
|
forrest@0
|
1709 |
|
forrest@0
|
1710 |
gsn_panel(wks,plot,(/3,1/),pres) ; create panel plot
|
forrest@0
|
1711 |
|
forrest@0
|
1712 |
system("convert "+plot_name+"."+plot_type+" "+plot_name+"."+plot_type_new)
|
forrest@0
|
1713 |
system("rm "+plot_name+"."+plot_type)
|
forrest@0
|
1714 |
; system("rm "+plot_name+"-1."+plot_type_new)
|
forrest@0
|
1715 |
; system("mv "+plot_name+"-0."+plot_type_new+" "+plot_name+"."+plot_type_new)
|
forrest@0
|
1716 |
|
forrest@0
|
1717 |
frame (wks)
|
forrest@0
|
1718 |
clear (wks)
|
forrest@0
|
1719 |
|
forrest@0
|
1720 |
delete (plot)
|
forrest@0
|
1721 |
;**************************************************
|
forrest@0
|
1722 |
; plot lai table
|
forrest@0
|
1723 |
;**************************************************
|
forrest@0
|
1724 |
|
forrest@0
|
1725 |
plot_name = "table_lai"
|
forrest@0
|
1726 |
wks = gsn_open_wks (plot_type,plot_name) ; open workstation
|
forrest@0
|
1727 |
|
forrest@0
|
1728 |
gsn_table(wks,ncr1,xx1,yy1,text1,res1)
|
forrest@0
|
1729 |
gsn_table(wks,ncr21,xx21,yy21,text21,res21)
|
forrest@0
|
1730 |
gsn_table(wks,ncr22,xx22,yy22,text22,res22)
|
forrest@0
|
1731 |
gsn_table(wks,ncr3,xx3,yy3,text3,res3)
|
forrest@0
|
1732 |
gsn_table(wks,ncr4,xx4,yy4,text4,res4)
|
forrest@0
|
1733 |
|
forrest@0
|
1734 |
frame(wks)
|
forrest@0
|
1735 |
|
forrest@0
|
1736 |
system("convert "+plot_name+"."+plot_type+" "+plot_name+"."+plot_type_new)
|
forrest@0
|
1737 |
; system("rm "+plot_name+"."+plot_type)
|
forrest@0
|
1738 |
; system("rm "+plot_name+"-1."+plot_type_new)
|
forrest@0
|
1739 |
; system("mv "+plot_name+"-0."+plot_type_new+" "+plot_name+"."+plot_type_new)
|
forrest@0
|
1740 |
;-------------------------------------------------------------------
|
forrest@0
|
1741 |
temp_name = "temp." + model_name
|
forrest@0
|
1742 |
system("mkdir -p " + temp_name)
|
forrest@0
|
1743 |
system("mv *.png " + temp_name)
|
forrest@0
|
1744 |
system("tar cf "+ temp_name +".tar " + temp_name)
|
forrest@0
|
1745 |
;-------------------------------------------------------------------
|
forrest@0
|
1746 |
end
|
forrest@0
|
1747 |
|