1.1 --- /dev/null Thu Jan 01 00:00:00 1970 +0000
1.2 +++ b/co2/42.metric+lines.ncl Mon Jan 26 22:08:20 2009 -0500
1.3 @@ -0,0 +1,514 @@
1.4 +; ***********************************************
1.5 +; combine 19.metric_plot.ncl and 24.lines.ncl
1.6 +; ***********************************************
1.7 +load "$NCARG_ROOT/lib/ncarg/nclscripts/csm/gsn_code.ncl.test"
1.8 +load "$NCARG_ROOT/lib/ncarg/nclscripts/csm/gsn_csm.ncl.test"
1.9 +load "$NCARG_ROOT/lib/ncarg/nclscripts/csm/contributed.ncl"
1.10 +;load "/fis/cgd/cseg/people/jeff/clamp/co2/metrics_table.ncl"
1.11 +;************************************************
1.12 +begin
1.13 +;************************************************
1.14 +; read in data: observed
1.15 +;************************************************
1.16 + diri = "/fis/cgd/cseg/people/jeff/clamp_data/co2/"
1.17 + fili = "co2_globalView_98.nc"
1.18 + g = addfile (diri+fili,"r")
1.19 + val = g->CO2_SEAS
1.20 + lon = g->LON
1.21 + lat = g->LAT
1.22 + sta = chartostring(g->STATION)
1.23 + delete (g)
1.24 +
1.25 +;print (sta(0))
1.26 +
1.27 + ncase = dimsizes(lat)
1.28 +;print (ncase)
1.29 +
1.30 +;**************************************************************
1.31 +; get only the lowest level at each station
1.32 +;**************************************************************
1.33 + lat_tmp = lat
1.34 + lat_tmp@_FillValue = 1.e+36
1.35 +
1.36 + do n = 0,ncase-1
1.37 + if (.not. ismissing(lat_tmp(n))) then
1.38 + indexes = ind(lat(n) .eq. lat .and. lon(n) .eq. lon)
1.39 + if (dimsizes(indexes) .gt. 1) then
1.40 + lat_tmp(indexes(1:)) = lat_tmp@_FillValue
1.41 + end if
1.42 + delete (indexes)
1.43 + end if
1.44 + end do
1.45 +
1.46 + indexes = ind(.not. ismissing(lat_tmp))
1.47 +;print (dimsizes(indexes))
1.48 +;print (indexes)
1.49 +
1.50 + lat_ob = lat(indexes)
1.51 + lon_ob = lon(indexes)
1.52 + val_ob = val(indexes,:)
1.53 +;printVarSummary (val_ob)
1.54 +;print (lat_ob +"/"+lon_ob)
1.55 +
1.56 +;************************************************
1.57 +; read in model data
1.58 +;************************************************
1.59 + diri2 = "/fis/cgd/cseg/people/jeff/clamp_data/model/"
1.60 +; fili2 = "b30.061m_401_425_MONS_climo_atm.nc"
1.61 + fili2 = "b30.061n_1995-2004_MONS_climo_atm.nc"
1.62 +
1.63 + g = addfile(diri2+fili2,"r")
1.64 + x = g->CO2
1.65 + xi = g->lon
1.66 + yi = g->lat
1.67 + xdim = dimsizes(x)
1.68 + nlev = xdim(1)
1.69 + y = x(:,0,:,:)
1.70 +; printVarSummary (y)
1.71 +
1.72 +; get the co2 at the lowest level
1.73 + y = x(:,nlev-1,:,:)
1.74 +
1.75 +; change to unit of observed (u mol/mol)
1.76 +; Model_units [=] kgCO2 / kgDryAir
1.77 +; 28.966 = molecular weight of dry air
1.78 +; 44. = molecular weight of CO2
1.79 +; u mol = 1e-6 mol
1.80 +
1.81 + factor = (28.966/44.) * 1e6
1.82 + y = y * factor
1.83 +
1.84 + y@_FillValue = 1.e36
1.85 + y@units = "u mol/mol"
1.86 +; y = where(y0 .lt. 287.,y@_FillValue,y)
1.87 +; printVarSummary (y)
1.88 +; print (min(y)+"/"+max(y))
1.89 +
1.90 +; interpolate into observed station
1.91 +; note: model is 0-360E, 90S-90N
1.92 +
1.93 +; to be able to handle observation at (-89.98,-24.80)
1.94 + print (yi(0))
1.95 + yi(0) = -90.
1.96 +
1.97 + i = ind(lon_ob .lt. 0.)
1.98 + lon_ob(i) = lon_ob(i) + 360.
1.99 +
1.100 + yo = linint2_points_Wrap(xi,yi,y,True,lon_ob,lat_ob,0)
1.101 +
1.102 + val_model = yo(pts|:,time|:)
1.103 + val_model_0 = val_model
1.104 +; printVarSummary (val_model)
1.105 +; print (min(val_model)+"/"+max(val_model))
1.106 +
1.107 +; remove annual mean
1.108 + val_model = val_model - conform(val_model,dim_avg(val_model),0)
1.109 +; print (min(val_model)+"/"+max(val_model))
1.110 +
1.111 + nzone = 4
1.112 +
1.113 +;*******************************************************************
1.114 +; for table -- zone
1.115 +;*******************************************************************
1.116 +; table header name
1.117 + table_header_name = "Zone"
1.118 +
1.119 +; column (not including header column)
1.120 + col_header_zone = (/"Stations","Amplitude Ratio", \
1.121 + "Correlation Coef","M score","Combined Score"/)
1.122 + ncol_zone = dimsizes(col_header_zone )
1.123 +
1.124 +; row (not including header row)
1.125 + row_header_zone = (/"60N-90N","30N-60N","EQ-30N","90S-EQ","Total"/)
1.126 + nrow_zone = dimsizes(row_header_zone)
1.127 +
1.128 +; arrays to be passed to table.
1.129 + value_zone = new ((/nrow_zone, ncol_zone/),string )
1.130 +;--------------------------------------------------------------------
1.131 +
1.132 + table_length_zone = 0.4
1.133 +
1.134 +; Table header
1.135 + ncr1 = (/1,1/) ; 1 row, 1 column
1.136 + x1 = (/0.005,0.15/) ; Start and end X
1.137 + y1 = (/0.900,0.995/) ; Start and end Y
1.138 + text1 = table_header_name
1.139 + res1 = True
1.140 + res1@txFontHeightF = 0.03
1.141 + res1@gsFillColor = "CornFlowerBlue"
1.142 +
1.143 +; Column header (equally space in x2)
1.144 + ncr2 = (/1,ncol_zone/) ; 1 rows, 5 columns
1.145 + x2 = (/x1(1),0.995/) ; start from end of x1
1.146 + y2 = y1 ; same as y1
1.147 + text2 = col_header_zone
1.148 + res2 = True
1.149 + res2@txFontHeightF = 0.015
1.150 + res2@gsFillColor = "Gray"
1.151 +
1.152 +; Row header (equally space in y2)
1.153 + ncr3 = (/nrow_zone,1/) ; 5 rows, 1 columns
1.154 + x3 = x1 ; same as x1
1.155 + y3 = (/1.0-table_length_zone,0.900/) ; end at start of y1
1.156 + text3 = row_header_zone
1.157 + res3 = True
1.158 + res3@txFontHeightF = 0.02
1.159 + res3@gsFillColor = "Gray"
1.160 +
1.161 +; Main table body
1.162 + ncr4 = (/nrow_zone,ncol_zone/) ; 5 rows, 5 columns
1.163 + x4 = x2 ; Start and end x
1.164 + y4 = y3 ; Start and end Y
1.165 + text4 = new((/nrow_zone,ncol_zone/),string)
1.166 +
1.167 + color_fill4 = new((/nrow_zone,ncol_zone/),string)
1.168 + color_fill4 = "white"
1.169 + color_fill4(:,ncol_zone-1) = "grey"
1.170 +
1.171 + res4 = True ; Set up resource list
1.172 +; res4@gsnDebug = True ; Useful to print NDC row,col values used.
1.173 + res4@txFontHeightF = 0.02
1.174 + res4@gsFillColor = color_fill4
1.175 +
1.176 + delete (color_fill4)
1.177 +
1.178 +;*******************************************************************
1.179 +; for table -- station
1.180 +;*******************************************************************
1.181 +; table header name
1.182 + table_header_name = "Zone"
1.183 +
1.184 +; column (not including header column)
1.185 + col_header_zone = (/"Stations","Amplitude Ratio", \
1.186 + "Correlation Coef","M score","Combined Score"/)
1.187 + ncol_zone = dimsizes(col_header_zone )
1.188 +
1.189 +; row (not including header row)
1.190 + row_header_zone = (/"60N-90N","30N-60N","EQ-30N","90S-EQ","Total"/)
1.191 + nrow_zone = dimsizes(row_header_zone)
1.192 +
1.193 +; arrays to be passed to table.
1.194 + value_zone = new ((/nrow_zone, ncol_zone/),string )
1.195 +;-------------------------------------------------------------------
1.196 +
1.197 + table_length_zone = 0.4
1.198 +
1.199 +; Table header
1.200 + ncr1 = (/1,1/) ; 1 row, 1 column
1.201 + x1 = (/0.005,0.15/) ; Start and end X
1.202 + y1 = (/0.900,0.995/) ; Start and end Y
1.203 + text1 = table_header_name
1.204 + res1 = True
1.205 + res1@txFontHeightF = 0.03
1.206 + res1@gsFillColor = "CornFlowerBlue"
1.207 +
1.208 +; Column header (equally space in x2)
1.209 + ncr2 = (/1,ncol_zone/) ; 1 rows, 5 columns
1.210 + x2 = (/x1(1),0.995/) ; start from end of x1
1.211 + y2 = y1 ; same as y1
1.212 + text2 = col_header_zone
1.213 + res2 = True
1.214 + res2@txFontHeightF = 0.015
1.215 + res2@gsFillColor = "Gray"
1.216 +
1.217 +; Row header (equally space in y2)
1.218 + ncr3 = (/nrow_zone,1/) ; 5 rows, 1 columns
1.219 + x3 = x1 ; same as x1
1.220 + y3 = (/1.0-table_length_zone,0.900/) ; end at start of y1
1.221 + text3 = row_header_zone
1.222 + res3 = True
1.223 + res3@txFontHeightF = 0.02
1.224 + res3@gsFillColor = "Gray"
1.225 +
1.226 +; Main table body
1.227 + ncr4 = (/nrow_zone,ncol_zone/) ; 5 rows, 5 columns
1.228 + x4 = x2 ; Start and end x
1.229 + y4 = y3 ; Start and end Y
1.230 + text4 = new((/nrow_zone,ncol_zone/),string)
1.231 +
1.232 + color_fill4 = new((/nrow_zone,ncol_zone/),string)
1.233 + color_fill4 = "white"
1.234 + color_fill4(:,ncol_zone-1) = "grey"
1.235 +
1.236 + res4 = True ; Set up resource list
1.237 +; res4@gsnDebug = True ; Useful to print NDC row,col values used.
1.238 + res4@txFontHeightF = 0.02
1.239 + res4@gsFillColor = color_fill4
1.240 +
1.241 + delete (color_fill4)
1.242 +;--------------------------------------------------------------
1.243 +; for station line plot
1.244 +
1.245 +; for x-axis in xyplot
1.246 + mon = ispan(1,12,1)
1.247 + mon@long_name = "month"
1.248 +
1.249 + plot_type = "ps"
1.250 + plot_type_new = "png"
1.251 +
1.252 + res = True ; plot mods desired
1.253 + res@xyLineThicknesses = (/2.0,2.0,2.0/) ; make 2nd lines thicker
1.254 + res@xyLineColors = (/"red","black"/) ; change line color
1.255 +
1.256 +; Add a boxed legend using the more simple method
1.257 +
1.258 + res@pmLegendDisplayMode = "Always"
1.259 +; res@pmLegendWidthF = 0.1
1.260 + res@pmLegendWidthF = 0.08
1.261 + res@pmLegendHeightF = 0.06
1.262 +; res@pmLegendOrthogonalPosF = -1.17
1.263 +; res@pmLegendOrthogonalPosF = -1.00 ;(downward)
1.264 + res@pmLegendOrthogonalPosF = -0.30 ;(downward)
1.265 +
1.266 +; res@pmLegendParallelPosF = 0.18
1.267 + res@pmLegendParallelPosF = 0.23 ;(rightward)
1.268 +
1.269 +; res@lgPerimOn = False
1.270 + res@lgLabelFontHeightF = 0.015
1.271 + res@xyExplicitLegendLabels = (/"b30.061n","observed"/)
1.272 +;-------------------------------------------------------------------
1.273 +
1.274 + do z = 0,nzone-1
1.275 +
1.276 + if (z .eq. 0) then
1.277 +; maximum score for the zone, 60N-90N
1.278 + zone = "60N-90N"
1.279 + score_max = 5.0
1.280 +; index of stations in this zone
1.281 + ind_z = ind(lat_ob .ge. 60.)
1.282 +; print (ind_z)
1.283 +; print (lat_ob(ind_z)+"/"+lon_ob(ind_z))
1.284 +; print (val_ob(ind_z,:))
1.285 +; print (val_model(ind_z,:))
1.286 + end if
1.287 +
1.288 + if (z .eq. 1) then
1.289 +; maximum score for the zone, 30N-60N
1.290 + zone = "30N-60N"
1.291 + score_max = 5.0
1.292 +; index of stations in this zone
1.293 + ind_z = ind(lat_ob .ge. 30. .and. lat_ob .lt. 60.)
1.294 +; print (ind_z)
1.295 +; print (lat_ob(ind_z)+"/"+lon_ob(ind_z))
1.296 +; print (val_ob(ind_z,:))
1.297 +; print (val_model(ind_z,:))
1.298 + end if
1.299 +
1.300 + if (z .eq. 2) then
1.301 +; maximum score for the zone, EQ-30N
1.302 + zone = "EQ-30N"
1.303 + score_max = 5.0
1.304 +; index of stations in this zone
1.305 + ind_z = ind(lat_ob .ge. 0. .and. lat_ob .lt. 30.)
1.306 +; print (ind_z)
1.307 +; print (lat_ob(ind_z)+"/"+lon_ob(ind_z))
1.308 +; print (val_ob(ind_z,:))
1.309 +; print (val_model(ind_z,:))
1.310 + end if
1.311 +
1.312 + if (z .eq. 3) then
1.313 +; maximum score for the zone, 90S-EQ
1.314 + zone = "90S-EQ"
1.315 + score_max = 5.0
1.316 +; index of stations in this zone
1.317 + ind_z = ind(lat_ob .lt. 0. )
1.318 +; print (ind_z)
1.319 +; print (lat_ob(ind_z)+"/"+lon_ob(ind_z))
1.320 +; print (val_ob(ind_z,:))
1.321 +; print (val_model(ind_z,:))
1.322 + end if
1.323 +
1.324 + npts = dimsizes(ind_z)
1.325 + print (npts)
1.326 +;-------------------------------------------------------------------------
1.327 +; for metric table
1.328 +
1.329 + amp_ob = new((/npts/),float)
1.330 + amp_model = new((/npts/),float)
1.331 +
1.332 + amp_ratio_sta = new((/npts/),float)
1.333 + ccr_sta = new((/npts/),float)
1.334 + M_sta = new((/npts/),float)
1.335 + score_sta = new((/npts/),float)
1.336 +;-------------------------------------------------------------------------
1.337 +; for station line plot
1.338 +
1.339 + npts_str = ""
1.340 + npts_str = npts
1.341 +; print (npts_str)
1.342 +
1.343 + plot_data = new((/2,12,npts/),float)
1.344 + plot_data_0 = new((/12,npts/),float)
1.345 +
1.346 + plot_data!0 = "case"
1.347 + plot_data!1 = "month"
1.348 + plot_data!2 = "pts"
1.349 + plot_data@long_name = "CO2 Seasonal"
1.350 +
1.351 + plot_data_0!0 = "month"
1.352 + plot_data_0!1 = "pts"
1.353 + plot_data_0@long_name = "CO2"
1.354 +;--------------------------------------------------------------------------
1.355 + do n=0,npts-1
1.356 + amp_ob(n) = max(val_ob(ind_z(n),:)) - min(val_ob(ind_z(n),:))
1.357 + amp_model(n) = max(val_model(ind_z(n),:)) - min(val_model(ind_z(n),:))
1.358 +
1.359 + amp_ratio_sta(n) = amp_model(n)/amp_ob(n)
1.360 + ccr_sta(n) = esccr(val_ob(ind_z(n),:),val_model(ind_z(n),:),0)
1.361 + M_sta(n) = 1.-abs(amp_ratio_sta(n)-1.)
1.362 + score_sta(n) = (ccr_sta(n)*ccr_sta(n) + M_sta(n))*0.5 * score_max
1.363 +
1.364 + print (sta(ind_z(n))+"/"+lat(ind_z(n))+"/"+lon(ind_z(n))+"/"+amp_ratio_sta(n)+"/"+ccr_sta(n)+"/"+M_sta(n)+"/"+score_sta(n))
1.365 +;----------------------------------------------------------------------
1.366 +; for station line plot
1.367 +
1.368 + plot_data(0,:,n) = (/val_model(ind_z(n),:)/)
1.369 + plot_data(1,:,n) = (/val_ob(ind_z(n),:)/)
1.370 +
1.371 + plot_data_0(:,n) = (/val_model_0(ind_z(n),:)/)
1.372 +
1.373 + plot_name = sta(ind_z(n))
1.374 + title = plot_name+"("+lat(ind_z(n))+","+lon(ind_z(n))+")"
1.375 +; print (title)
1.376 +; print (plot_name)
1.377 +
1.378 + wks = gsn_open_wks (plot_type,plot_name) ; open workstation
1.379 +;------------------------------------------
1.380 +; for panel plot
1.381 +
1.382 + plot=new(2,graphic) ; create graphic array
1.383 + res@gsnFrame = False ; Do not draw plot
1.384 + res@gsnDraw = False ; Do not advance frame
1.385 +
1.386 + pres = True ; panel plot mods desired
1.387 + pres@gsnPanelYWhiteSpacePercent = 5 ; increase white space around
1.388 + ; indiv. plots in panel
1.389 + pres@gsnMaximize = True ; fill the page
1.390 +;------------------------------------------
1.391 + res@tiMainString = title ; add title
1.392 +
1.393 + plot(0)=gsn_csm_xy(wks,mon,plot_data(:,:,n),res) ; create plot 1
1.394 +
1.395 + plot(1)=gsn_csm_xy(wks,mon,plot_data_0(:,n),res) ; create plot 2
1.396 +
1.397 + gsn_panel(wks,plot,(/2,1/),pres) ; create panel plot
1.398 +
1.399 + system("convert "+plot_name+"."+plot_type+" "+plot_name+"."+plot_type_new)
1.400 + system("rm "+plot_name+"."+plot_type)
1.401 + clear (wks)
1.402 +;---------------------------------------------------------------------------
1.403 + end do
1.404 +;-------------------------------------------------------------------------
1.405 +; for line plot in a zone
1.406 +
1.407 + plot_name = "All_"+npts_str
1.408 + title = plot_name + " in "+ zone
1.409 +; print (title)
1.410 +; print (plot_name)
1.411 +
1.412 + wks = gsn_open_wks (plot_type,plot_name) ; open workstation
1.413 +;-----------------------------------------
1.414 +; for panel plot
1.415 +
1.416 + plot=new(2,graphic) ; create graphic array
1.417 + res@gsnFrame = False ; Do not draw plot
1.418 + res@gsnDraw = False ; Do not advance frame
1.419 +
1.420 + pres = True ; panel plot mods desired
1.421 + pres@gsnPanelYWhiteSpacePercent = 5 ; increase white space around
1.422 + ; indiv. plots in panel
1.423 + pres@gsnMaximize = True ; fill the page
1.424 +;-----------------------------------------
1.425 + res@tiMainString = title ; add title
1.426 +
1.427 + plot(0) = gsn_csm_xy (wks,mon,dim_avg_Wrap(plot_data),res) ; create plot 1
1.428 +
1.429 + plot(1) = gsn_csm_xy (wks,mon,dim_avg_Wrap(plot_data_0),res) ; create plot 2
1.430 +
1.431 + gsn_panel(wks,plot,(/2,1/),pres) ; create panel plot
1.432 +
1.433 + system("convert "+plot_name+"."+plot_type+" "+plot_name+"."+plot_type_new)
1.434 + system("rm "+plot_name+"."+plot_type)
1.435 +
1.436 + clear (wks)
1.437 +; delete (ind_z)
1.438 + delete (plot_data)
1.439 + delete (plot_data_0)
1.440 +;---------------------------------------------------------------------------
1.441 +; for zone table
1.442 +
1.443 + amp_ratio_zone = avg(amp_ratio_sta)
1.444 + ccr_zone = avg(ccr_sta)
1.445 + M_zone = 1.- (sum(abs(amp_model-amp_ob)/(amp_model+amp_ob))/npts)
1.446 + score_zone = (ccr_zone*ccr_zone + M_zone)*0.5 * score_max
1.447 +
1.448 + print (npts+"/"+amp_ratio_zone+"/"+ccr_zone+"/"+M_zone+"/"+score_zone)
1.449 +
1.450 + text4(z,0) = sprintf("%5.2f", npts)
1.451 + text4(z,1) = sprintf("%5.2f", amp_ratio_zone)
1.452 + text4(z,2) = sprintf("%5.2f", ccr_zone)
1.453 + text4(z,3) = sprintf("%5.2f", M_zone)
1.454 + text4(z,4) = sprintf("%5.2f", score_zone)
1.455 +;---------------------------------------------------------------------------
1.456 +; column for station table
1.457 + case_sta = (/"Latitude","Longitude","Amplitude Ratio", \
1.458 + "Correlation Coef","M score","Combined Score"/)
1.459 + nCase_sta = dimsizes(case_sta )
1.460 +
1.461 +; row for station table
1.462 + var_sta = sta(ind_z)
1.463 + nVar_sta = dimsizes(var_sta)
1.464 +
1.465 +; arrays to be passed to diagram.
1.466 + case_value_sta = new ((/nCase_sta, nVar_sta/),float )
1.467 +
1.468 + case_value_sta(0,:) = (/lat(ind_z)/)
1.469 + case_value_sta(1,:) = (/lon(ind_z)/)
1.470 + case_value_sta(2,:) = (/amp_ratio_sta/)
1.471 + case_value_sta(3,:) = (/ccr_sta/)
1.472 + case_value_sta(4,:) = (/M_sta/)
1.473 + case_value_sta(5,:) = (/score_sta/)
1.474 +
1.475 +;**************************************************
1.476 +; plot station table
1.477 +;**************************************************
1.478 + tt_opt = True
1.479 + tt_opt@pltType= "png" ; "eps" [default], "pdf", "ps"
1.480 + ; "png", "gif" [if you have ImageMajik 'convert']
1.481 +
1.482 + tt_opt@tableTitle = "Zone "+ zone
1.483 + plot_name = "table_sta." + zone
1.484 +
1.485 +; metrics_table(plot_name, var_sta, case_sta , case_value_sta, tt_opt)
1.486 +
1.487 + delete (ind_z)
1.488 + delete (amp_model)
1.489 + delete (amp_ob)
1.490 + delete (amp_ratio_sta)
1.491 + delete (ccr_sta)
1.492 + delete (M_sta)
1.493 + delete (score_sta)
1.494 + delete (var_sta)
1.495 + delete (case_value_sta)
1.496 + end do
1.497 +;**************************************************
1.498 +; plot zone table
1.499 +;**************************************************
1.500 +
1.501 + text4(4,0) = sum(stringtofloat(text4(0:3,0)))
1.502 + text4(4,1) = 0.
1.503 + text4(4,2) = 0.
1.504 + text4(4,3) = 0.
1.505 + text4(4,4) = sum(stringtofloat(text4(0:3,4)))
1.506 +
1.507 + plot_name = "table_zone"
1.508 + wks = gsn_open_wks (plot_type,plot_name) ; open workstation
1.509 +
1.510 + gsn_table(wks,ncr1,x1,y1,text1,res1)
1.511 + gsn_table(wks,ncr2,x2,y2,text2,res2)
1.512 + gsn_table(wks,ncr3,x3,y3,text3,res3)
1.513 + gsn_table(wks,ncr4,x4,y4,text4,res4)
1.514 +
1.515 + frame(wks)
1.516 +
1.517 +end