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1 ; *********************************************** |
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2 ; using gsn_table for all |
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3 ; combine 19.metric_plot.ncl and 24.lines.ncl |
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4 ; *********************************************** |
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5 load "$NCARG_ROOT/lib/ncarg/nclscripts/csm/gsn_code.ncl" |
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6 load "$NCARG_ROOT/lib/ncarg/nclscripts/csm/gsn_csm.ncl" |
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7 load "$NCARG_ROOT/lib/ncarg/nclscripts/csm/contributed.ncl" |
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8 ;************************************************ |
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9 procedure set_line(lines:string,nline:integer,newlines:string) |
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10 begin |
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11 ; add line to ascci/html file |
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12 |
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13 nnewlines = dimsizes(newlines) |
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14 if(nline+nnewlines-1.ge.dimsizes(lines)) |
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15 print("set_line: bad index, not setting anything.") |
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16 return |
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17 end if |
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18 lines(nline:nline+nnewlines-1) = newlines |
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19 ; print ("lines = " + lines(nline:nline+nnewlines-1)) |
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20 nline = nline + nnewlines |
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21 return |
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22 end |
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23 ;**************************************************************************** |
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24 |
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25 begin |
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26 |
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27 plot_type = "ps" |
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28 plot_type_new = "png" |
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29 |
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30 ;************************************************ |
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31 ; read model data |
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32 ;************************************************ |
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33 |
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34 ; from command line inputs |
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35 |
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36 ;-------------------------------------------------- |
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37 ; edit table.html of current model for movel1_vs_model2 |
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38 |
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39 if (isvar("compare")) then |
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40 html_name2 = compare+"/table.html" |
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41 html_new2 = html_name2 +".new" |
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42 |
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43 ; the following only needs to execute once |
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44 ; system("sed 1,/model_nameA/s//"+model_name+"/ "+html_name2+" > "+html_new2+";"+ \ |
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45 ; "mv -f "+html_new2+" "+html_name2+";"+ \ |
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46 ; "sed 1,/model_nameB/s//"+model_name+"/ "+html_name2+" > "+html_new2+";"+ \ |
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47 ; "mv -f "+html_new2+" "+html_name2+";"+ \ |
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48 ; "sed s#"+modeln+"#"+model_name+"# "+html_name2+" > "+html_new2+";"+ \ |
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49 ; "mv -f "+html_new2+" "+html_name2) |
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50 end if |
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51 |
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52 ;------------------------------------- |
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53 ; edit table.html for current model |
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54 |
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55 html_name = model_name+"/table.html" |
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56 html_new = html_name +".new" |
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57 |
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58 ; the following only needs to execute once |
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59 ; system("sed s#model_name#"+model_name+"# "+html_name+" > "+html_new+";"+ \ |
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60 ; "mv -f "+html_new+" "+html_name) |
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61 ;------------------------------------------------ |
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62 fm = addfile(dirm+film3,"r") |
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63 |
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64 x = fm->CO2 |
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65 xi = fm->lon |
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66 yi = fm->lat |
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67 |
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68 xdim = dimsizes(x) |
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69 nlev = xdim(1) |
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70 y = x(:,0,:,:) |
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71 |
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72 ; get co2 at the lowest level |
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73 y = x(:,nlev-1,:,:) |
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74 |
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75 ; change to unit of observed (u mol/mol) |
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76 ; Model_units [=] kgCO2 / kgDryAir |
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77 ; 28.966 = molecular weight of dry air |
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78 ; 44. = molecular weight of CO2 |
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79 ; u mol = 1e-6 mol |
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80 |
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81 factor = (28.966/44.) * 1e6 |
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82 y = y * factor |
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83 |
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84 y@_FillValue = 1.e36 |
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85 y@units = "u mol/mol" |
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86 ;************************************************ |
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87 ; read data: observed |
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88 ;************************************************ |
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89 diri = "/fis/cgd/cseg/people/jeff/clamp_data/co2/ob/" |
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90 fili = "co2_globalView_98.nc" |
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91 g = addfile (diri+fili,"r") |
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92 val = g->CO2_SEAS |
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93 lon = g->LON |
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94 lat = g->LAT |
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95 sta = chartostring(g->STATION) |
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96 delete (g) |
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97 |
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98 ncase = dimsizes(lat) |
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99 ;************************************************************** |
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100 ; get only the lowest level at each station |
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101 ;************************************************************** |
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102 lat_tmp = lat |
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103 lat_tmp@_FillValue = 1.e+36 |
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104 |
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105 do n = 0,ncase-1 |
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106 if (.not. ismissing(lat_tmp(n))) then |
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107 indexes = ind(lat(n) .eq. lat .and. lon(n) .eq. lon) |
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108 if (dimsizes(indexes) .gt. 1) then |
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109 lat_tmp(indexes(1:)) = lat_tmp@_FillValue |
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110 end if |
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111 delete (indexes) |
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112 end if |
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113 end do |
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114 |
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115 indexes = ind(.not. ismissing(lat_tmp)) |
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116 |
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117 lat_ob = lat(indexes) |
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118 lon_ob = lon(indexes) |
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119 val_ob = val(indexes,:) |
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120 ;************************************************************ |
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121 ; interpolate model data into observed station |
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122 ; note: model is 0-360E, 90S-90N |
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123 ;************************************************************ |
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124 ; to be able to handle observation at (-89.98,-24.80) |
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125 yi(0) = -90. |
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126 |
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127 i = ind(lon_ob .lt. 0.) |
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128 lon_ob(i) = lon_ob(i) + 360. |
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129 |
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130 yo = linint2_points_Wrap(xi,yi,y,True,lon_ob,lat_ob,0) |
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131 |
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132 val_model = yo(pts|:,time|:) |
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133 val_model_0 = val_model |
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134 ;************************************************************ |
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135 ; remove annual mean |
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136 ;************************************************************ |
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137 val_model = val_model - conform(val_model,dim_avg(val_model),0) |
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138 |
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139 ;******************************************************************* |
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140 ; res for station line plot |
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141 ;******************************************************************* |
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142 ; for x-axis in xyplot |
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143 mon = ispan(1,12,1) |
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144 mon@long_name = "month" |
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145 |
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146 res = True ; plot mods desired |
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147 res@xyLineThicknesses = (/2.0,2.0,2.0/) ; make 2nd lines thicker |
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148 res@xyLineColors = (/"red","black"/) ; change line color |
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149 |
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150 ; Add a boxed legend using the more simple method |
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151 res@pmLegendDisplayMode = "Always" |
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152 ; res@pmLegendWidthF = 0.1 |
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153 res@pmLegendWidthF = 0.08 |
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154 res@pmLegendHeightF = 0.06 |
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155 ; res@pmLegendOrthogonalPosF = -1.17 |
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156 ; res@pmLegendOrthogonalPosF = -1.00 ;(downward) |
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157 res@pmLegendOrthogonalPosF = -0.30 ;(downward) |
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158 |
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159 ; res@pmLegendParallelPosF = 0.18 |
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160 res@pmLegendParallelPosF = 0.23 ;(rightward) |
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161 |
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162 ; res@lgPerimOn = False |
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163 res@lgLabelFontHeightF = 0.015 |
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164 res@xyExplicitLegendLabels = (/model_name,"observed"/) |
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165 ;************************************************************ |
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166 ; number of latitude zone |
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167 ;************************************************************ |
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168 nzone = 4 |
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169 |
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170 ; saving data for zone |
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171 ; number of rows for zone table (with data) |
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172 nrow_zone = nzone |
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173 |
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174 ; number of columns for zone table |
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175 ncol_zone = 6 |
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176 |
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177 text4 = new((/nrow_zone,ncol_zone/),string) |
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178 |
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179 do z = 0,nzone-1 |
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180 |
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181 if (z .eq. 0) then |
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182 zone = "60N-90N" |
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183 score_max = 5.0 |
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184 ind_z = ind(lat_ob .ge. 60.) |
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185 end if |
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186 |
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187 if (z .eq. 1) then |
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188 zone = "30N-60N" |
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189 score_max = 5.0 |
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190 ind_z = ind(lat_ob .ge. 30. .and. lat_ob .lt. 60.) |
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191 end if |
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192 |
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193 if (z .eq. 2) then |
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194 zone = "EQ-30N" |
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195 score_max = 5.0 |
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196 ind_z = ind(lat_ob .ge. 0. .and. lat_ob .lt. 30.) |
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197 end if |
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198 |
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199 if (z .eq. 3) then |
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200 zone = "90S-EQ" |
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201 score_max = 5.0 |
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202 ind_z = ind(lat_ob .lt. 0. ) |
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203 end if |
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204 |
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205 npts = dimsizes(ind_z) |
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206 |
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207 ;------------------------------------------------------ |
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208 ; for metric table computation |
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209 amp_ob = new((/npts/),float) |
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210 amp_model = new((/npts/),float) |
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211 |
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212 amp_ratio_sta = new((/npts/),float) |
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213 ccr_sta = new((/npts/),float) |
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214 M_sta = new((/npts/),float) |
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215 score_sta = new((/npts/),float) |
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216 ;----------------------------------------------------- |
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217 ; for station line plot |
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218 npts_str = "" |
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219 npts_str = npts |
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220 |
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221 plot_data = new((/2,12,npts/),float) |
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222 plot_data_0 = new((/12,npts/),float) |
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223 |
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224 plot_data!0 = "case" |
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225 plot_data!1 = "month" |
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226 plot_data!2 = "pts" |
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227 plot_data@long_name = "CO2 Seasonal" |
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228 |
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229 plot_data_0!0 = "month" |
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230 plot_data_0!1 = "pts" |
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231 plot_data_0@long_name = "CO2" |
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232 ;-------------------------------------------------------------------------- |
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233 do n=0,npts-1 |
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234 |
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235 amp_ob(n) = max(val_ob(ind_z(n),:)) - min(val_ob(ind_z(n),:)) |
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236 amp_model(n) = max(val_model(ind_z(n),:)) - min(val_model(ind_z(n),:)) |
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237 |
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238 amp_ratio_sta(n) = amp_model(n)/amp_ob(n) |
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239 ccr_sta(n) = esccr(val_ob(ind_z(n),:),val_model(ind_z(n),:),0) |
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240 M_sta(n) = 1.-abs(amp_ratio_sta(n)-1.) |
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241 score_sta(n) = (ccr_sta(n)*ccr_sta(n) + M_sta(n))*0.5 * score_max |
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242 |
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243 ;---------------------------------------------------------------------- |
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244 ; for station line plot |
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245 |
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246 plot_data(0,:,n) = (/val_model(ind_z(n),:)/) |
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247 plot_data(1,:,n) = (/val_ob(ind_z(n),:)/) |
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248 |
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249 plot_data_0(:,n) = (/val_model_0(ind_z(n),:)/) |
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250 |
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251 plot_name = sta(ind_z(n)) |
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252 title = plot_name+"("+lat(ind_z(n))+","+lon(ind_z(n))+")" |
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253 |
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254 wks = gsn_open_wks (plot_type,plot_name) ; open workstation |
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255 ;------------------------------------------ |
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256 ; for panel plot |
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257 |
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258 plot=new(2,graphic) ; create graphic array |
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259 res@gsnFrame = False ; Do not draw plot |
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260 res@gsnDraw = False ; Do not advance frame |
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261 |
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262 pres = True ; panel plot mods desired |
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263 pres@gsnPanelYWhiteSpacePercent = 5 ; increase white space around |
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264 ; indiv. plots in panel |
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265 pres@gsnMaximize = True ; fill the page |
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266 ;------------------------------------------ |
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267 res@tiMainString = title ; add title |
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268 |
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269 plot(0)=gsn_csm_xy(wks,mon,plot_data(:,:,n),res) ; create plot 1 |
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270 |
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271 plot(1)=gsn_csm_xy(wks,mon,plot_data_0(:,n),res) ; create plot 2 |
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272 |
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273 gsn_panel(wks,plot,(/2,1/),pres) ; create panel plot |
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274 |
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275 system("convert "+plot_name+"."+plot_type+" "+plot_name+"."+plot_type_new) |
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276 system("rm "+plot_name+"."+plot_type) |
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277 |
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278 clear (wks) |
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279 ;--------------------------------------------------------------------------- |
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280 end do |
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281 ;------------------------------------------------------------------------- |
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282 ; for line plot in a zone |
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283 |
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284 plot_name = "All_"+npts_str |
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285 title = plot_name + " in "+ zone |
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286 |
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287 wks = gsn_open_wks (plot_type,plot_name) ; open workstation |
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288 ;----------------------------------------- |
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289 ; for panel plot |
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290 |
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291 plot=new(2,graphic) ; create graphic array |
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292 res@gsnFrame = False ; Do not draw plot |
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293 res@gsnDraw = False ; Do not advance frame |
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294 |
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295 pres = True ; panel plot mods desired |
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296 pres@gsnPanelYWhiteSpacePercent = 5 ; increase white space around |
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297 ; indiv. plots in panel |
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298 pres@gsnMaximize = True ; fill the page |
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299 ;----------------------------------------- |
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300 res@tiMainString = title ; add title |
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301 |
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302 plot(0) = gsn_csm_xy (wks,mon,dim_avg_Wrap(plot_data),res) ; create plot 1 |
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303 |
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304 plot(1) = gsn_csm_xy (wks,mon,dim_avg_Wrap(plot_data_0),res) ; create plot 2 |
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305 |
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306 gsn_panel(wks,plot,(/2,1/),pres) ; create panel plot |
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307 |
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308 system("convert "+plot_name+"."+plot_type+" "+plot_name+"."+plot_type_new) |
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309 system("rm "+plot_name+"."+plot_type) |
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310 |
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311 clear (wks) |
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312 ; delete (ind_z) |
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313 delete (plot_data) |
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314 delete (plot_data_0) |
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315 ;--------------------------------------------------------------------------- |
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316 ; values saved for zone table |
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317 |
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318 amp_ratio_zone = avg(amp_ratio_sta) |
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319 ccr_zone = avg(ccr_sta) |
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320 M_zone = 1.- (sum(abs(amp_model-amp_ob)/(amp_model+amp_ob))/npts) |
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321 score_zone = (ccr_zone*ccr_zone + M_zone)*0.5 * score_max |
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322 |
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323 text4(z,0) = zone |
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324 text4(z,1) = sprintf("%.0f", npts) |
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325 text4(z,2) = sprintf("%.2f", amp_ratio_zone) |
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326 text4(z,3) = sprintf("%.2f", ccr_zone) |
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327 text4(z,4) = sprintf("%.2f", M_zone) |
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328 text4(z,5) = sprintf("%.2f", score_zone) |
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329 |
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330 ;******************************************************************* |
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331 ; html table -- station |
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332 ;******************************************************************* |
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333 output_html = "score+line_"+zone+".html" |
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334 |
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335 header = (/"<HTML>" \ |
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336 ,"<HEAD>" \ |
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337 ,"<TITLE>CLAMP metrics</TITLE>" \ |
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338 ,"</HEAD>" \ |
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339 ,"<H1>CO2 in Zone "+zone+": Model "+model_name+"</H1>" \ |
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340 /) |
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341 footer = "</HTML>" |
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342 |
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343 table_header = (/ \ |
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344 "<table border=1 cellspacing=0 cellpadding=3 width=100%>" \ |
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345 ,"<tr>" \ |
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346 ," <th bgcolor=DDDDDD >Site Name</th>" \ |
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347 ," <th bgcolor=DDDDDD >Latitude</th>" \ |
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348 ," <th bgcolor=DDDDDD >Longitude</th>" \ |
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349 ," <th bgcolor=DDDDDD >Amplitude Ratio</th>" \ |
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350 ," <th bgcolor=DDDDDD >Correleration Coef</th>" \ |
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351 ," <th bgcolor=DDDDDD >M Score</th>" \ |
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352 ," <th bgcolor=DDDDDD >Combined Score</th>" \ |
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353 ,"</tr>" \ |
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354 /) |
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355 table_footer = "</table>" |
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356 row_header = "<tr>" |
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357 row_footer = "</tr>" |
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358 |
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359 lines = new(50000,string) |
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360 nline = 0 |
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361 |
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362 set_line(lines,nline,header) |
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363 set_line(lines,nline,table_header) |
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364 ;----------------------------------------------- |
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365 ; row of table |
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366 |
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367 do n = 0,npts-1 |
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368 set_line(lines,nline,row_header) |
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369 |
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370 txt0 = sta(ind_z(n)) |
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371 txt1 = sprintf("%5.2f", (/lat(ind_z(n))/)) |
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372 txt2 = sprintf("%5.2f", (/lon(ind_z(n))/)) |
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373 txt3 = sprintf("%5.2f", (/amp_ratio_sta(n)/)) |
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374 txt4 = sprintf("%5.2f", (/ccr_sta(n)/)) |
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375 txt5 = sprintf("%5.2f", (/M_sta(n)/)) |
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376 txt6 = sprintf("%5.2f", (/score_sta(n)/)) |
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377 |
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378 set_line(lines,nline,"<th><a href="+txt0+".png>"+txt0+"</a></th>") |
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379 set_line(lines,nline,"<th>"+txt1+"</th>") |
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380 set_line(lines,nline,"<th>"+txt2+"</th>") |
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381 set_line(lines,nline,"<th>"+txt3+"</th>") |
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382 set_line(lines,nline,"<th>"+txt4+"</th>") |
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383 set_line(lines,nline,"<th>"+txt5+"</th>") |
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384 set_line(lines,nline,"<th>"+txt6+"</th>") |
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385 |
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386 set_line(lines,nline,row_footer) |
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387 end do |
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388 |
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389 ; last row, summary |
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390 set_line(lines,nline,row_header) |
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391 |
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392 txt0 = "All_"+sprintf("%.0f", (/npts/)) |
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393 txt1 = "-" |
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394 txt2 = "-" |
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395 txt3 = sprintf("%5.2f", (/amp_ratio_zone/)) |
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396 txt4 = sprintf("%5.2f", (/ccr_zone/)) |
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397 txt5 = sprintf("%5.2f", (/M_zone/)) |
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398 txt6 = sprintf("%5.2f", (/score_zone/)) |
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399 |
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400 set_line(lines,nline,"<th><a href="+txt0+".png>"+txt0+"</a></th>") |
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401 set_line(lines,nline,"<th>"+txt1+"</th>") |
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402 set_line(lines,nline,"<th>"+txt2+"</th>") |
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403 set_line(lines,nline,"<th>"+txt3+"</th>") |
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404 set_line(lines,nline,"<th>"+txt4+"</th>") |
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405 set_line(lines,nline,"<th>"+txt5+"</th>") |
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406 set_line(lines,nline,"<th>"+txt6+"</th>") |
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407 |
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408 set_line(lines,nline,row_footer) |
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409 ;----------------------------------------------- |
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410 set_line(lines,nline,table_footer) |
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411 set_line(lines,nline,footer) |
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412 |
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413 ; Now write to an HTML file. |
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414 idx = ind(.not.ismissing(lines)) |
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415 if(.not.any(ismissing(idx))) then |
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416 asciiwrite(output_html,lines(idx)) |
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417 else |
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418 print ("error?") |
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419 end if |
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420 delete (idx) |
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421 ;----------------------------------------------------------------- |
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422 |
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423 delete (ind_z) |
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424 delete (amp_model) |
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425 delete (amp_ob) |
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426 delete (amp_ratio_sta) |
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427 delete (ccr_sta) |
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428 delete (M_sta) |
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429 delete (score_sta) |
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430 clear (wks) |
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431 end do |
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432 |
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433 ;******************************************************************* |
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434 ; html table -- zone |
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435 ;******************************************************************* |
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436 output_html = "score+line_vs_ob.html" |
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437 |
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438 header = (/"<HTML>" \ |
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439 ,"<HEAD>" \ |
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440 ,"<TITLE>CLAMP metrics</TITLE>" \ |
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441 ,"</HEAD>" \ |
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442 ,"<H1>CO2 in Latitude Zone: Model "+model_name+"</H1>" \ |
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443 /) |
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444 footer = "</HTML>" |
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445 |
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446 delete (table_header) |
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447 table_header = (/ \ |
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448 "<table border=1 cellspacing=0 cellpadding=3 width=80%>" \ |
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449 ,"<tr>" \ |
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450 ," <th bgcolor=DDDDDD >Zone</th>" \ |
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451 ," <th bgcolor=DDDDDD >Number of Site</th>" \ |
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452 ," <th bgcolor=DDDDDD >Amplitide Ratio</th>" \ |
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453 ," <th bgcolor=DDDDDD >Correleration Coef</th>" \ |
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454 ," <th bgcolor=DDDDDD >M Score</th>" \ |
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455 ," <th bgcolor=DDDDDD >Combined Score</th>" \ |
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456 ,"</tr>" \ |
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457 /) |
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458 table_footer = "</table>" |
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459 row_header = "<tr>" |
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460 row_footer = "</tr>" |
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461 |
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462 lines = new(50000,string) |
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463 nline = 0 |
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464 |
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465 set_line(lines,nline,header) |
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466 set_line(lines,nline,table_header) |
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467 ;----------------------------------------------- |
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468 ;row of table |
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469 |
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470 do n = 0,nrow_zone-1 |
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471 set_line(lines,nline,row_header) |
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472 |
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473 set_line(lines,nline,"<th><a href=score+line_"+text4(n,0)+".html>"+text4(n,0)+"</th>") |
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474 set_line(lines,nline,"<th>"+text4(n,1)+"</th>") |
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475 set_line(lines,nline,"<th>"+text4(n,2)+"</th>") |
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476 set_line(lines,nline,"<th>"+text4(n,3)+"</th>") |
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477 set_line(lines,nline,"<th>"+text4(n,4)+"</th>") |
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478 set_line(lines,nline,"<th>"+text4(n,5)+"</th>") |
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479 |
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480 set_line(lines,nline,row_footer) |
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481 end do |
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482 |
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483 ; for the last row |
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484 |
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485 txt0 = "All" |
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486 txt1 = sum(stringtofloat(text4(0:3,1))) |
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487 txt2 = "-" |
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488 txt3 = "-" |
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489 txt4 = "-" |
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490 txt5 = sum(stringtofloat(text4(0:3,5))) |
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491 |
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492 set_line(lines,nline,row_header) |
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493 |
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494 set_line(lines,nline,"<th>"+txt0+"</th>") |
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495 set_line(lines,nline,"<th>"+txt1+"</th>") |
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496 set_line(lines,nline,"<th>"+txt2+"</th>") |
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497 set_line(lines,nline,"<th>"+txt3+"</th>") |
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498 set_line(lines,nline,"<th>"+txt4+"</th>") |
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499 set_line(lines,nline,"<th>"+txt5+"</th>") |
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500 |
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501 set_line(lines,nline,row_footer) |
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502 ;----------------------------------------------- |
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503 set_line(lines,nline,table_footer) |
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504 set_line(lines,nline,footer) |
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505 |
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506 ; Now write to an HTML file. |
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507 idx = ind(.not.ismissing(lines)) |
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508 if(.not.any(ismissing(idx))) then |
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509 asciiwrite(output_html,lines(idx)) |
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510 else |
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511 print ("error?") |
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512 end if |
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513 delete (idx) |
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514 ;-------------------------------------------------------------------------- |
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515 |
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516 M_co2 = txt5 |
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517 |
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518 if (isvar("compare")) then |
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519 system("sed 1,/M_co2/s//"+M_co2+"/ "+html_name2+" > "+html_new2+";"+ \ |
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520 "mv -f "+html_new2+" "+html_name2) |
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521 end if |
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522 |
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523 system("sed s#M_co2#"+M_co2+"# "+html_name+" > "+html_new+";"+ \ |
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524 "mv -f "+html_new+" "+html_name) |
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525 ;*************************************************************************** |
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526 ; output plots |
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527 ;*************************************************************************** |
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528 output_dir = model_name+"/co2" |
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529 |
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530 system("mv *.png *.html " + output_dir) |
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531 ;*************************************************************************** |
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532 end |