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1 ; *********************************************** |
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2 load "$NCARG_ROOT/lib/ncarg/nclscripts/csm/gsn_code.ncl" |
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3 load "$NCARG_ROOT/lib/ncarg/nclscripts/csm/gsn_csm.ncl" |
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4 load "$NCARG_ROOT/lib/ncarg/nclscripts/csm/contributed.ncl" |
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5 load dirscript + "taylor_diagram.ncl" |
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6 ;************************************************ |
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7 procedure set_line(lines:string,nline:integer,newlines:string) |
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8 begin |
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9 ; add line to ascci/html file |
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10 |
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11 nnewlines = dimsizes(newlines) |
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12 if(nline+nnewlines-1.ge.dimsizes(lines)) |
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13 print("set_line: bad index, not setting anything.") |
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14 return |
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15 end if |
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16 lines(nline:nline+nnewlines-1) = newlines |
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17 ; print ("lines = " + lines(nline:nline+nnewlines-1)) |
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18 nline = nline + nnewlines |
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19 return |
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20 end |
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21 ;**************************************************************************** |
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22 |
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23 begin |
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24 |
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25 plot_type = "ps" |
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26 plot_type_new = "png" |
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27 |
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28 ;----------------------------------------------------- |
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29 ; edit table.html of current model for movel1_vs_model2 |
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30 |
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31 if (isvar("compare")) then |
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32 html_name2 = compare+"/table.html" |
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33 html_new2 = html_name2 +".new" |
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34 end if |
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35 |
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36 ;------------------------------------------------------ |
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37 ; edit table.html for current model |
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38 |
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39 html_name = model_name+"/table.html" |
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40 html_new = html_name +".new" |
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41 |
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42 ;------------------------------------------------------ |
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43 ; read model data |
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44 |
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45 fm = addfile(dirm+film3,"r") |
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46 |
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47 x = fm->CO2 |
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48 xi = fm->lon |
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49 yi = fm->lat |
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50 |
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51 delete (fm) |
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52 |
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53 xdim = dimsizes(x) |
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54 nlev = xdim(1) |
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55 y = x(:,0,:,:) |
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56 |
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57 ; get co2 at the lowest level |
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58 y = x(:,nlev-1,:,:) |
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59 |
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60 ; change to unit of observed (u mol/mol) |
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61 ; Model_units [=] kgCO2 / kgDryAir |
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62 ; 28.966 = molecular weight of dry air |
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63 ; 44. = molecular weight of CO2 |
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64 ; u mol = 1e-6 mol |
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65 |
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66 factor = (28.966/44.) * 1e6 |
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67 y = y * factor |
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68 |
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69 y@_FillValue = 1.e36 |
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70 y@units = "u mol/mol" |
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71 |
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72 ;************************************************ |
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73 ; read data: observed |
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74 ;************************************************ |
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75 diri = diro + "co2/" |
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76 fili = "co2_globalView_98.nc" |
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77 g = addfile (diri+fili,"r") |
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78 |
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79 val = g->CO2_SEAS |
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80 lon = g->LON |
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81 lat = g->LAT |
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82 sta = chartostring(g->STATION) |
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83 |
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84 delete (g) |
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85 |
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86 ncase = dimsizes(lat) |
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87 ;************************************************************** |
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88 ; get only the lowest level at each station |
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89 ;************************************************************** |
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90 lat_tmp = lat |
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91 lat_tmp@_FillValue = 1.e+36 |
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92 |
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93 do n = 0,ncase-1 |
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94 if (.not. ismissing(lat_tmp(n))) then |
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95 indexes = ind(lat(n) .eq. lat .and. lon(n) .eq. lon) |
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96 if (dimsizes(indexes) .gt. 1) then |
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97 lat_tmp(indexes(1:)) = lat_tmp@_FillValue |
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98 end if |
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99 delete (indexes) |
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100 end if |
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101 end do |
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102 |
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103 indexes = ind(.not. ismissing(lat_tmp)) |
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104 |
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105 lat_ob = lat(indexes) |
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106 lon_ob = lon(indexes) |
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107 val_ob = val(indexes,:) |
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108 ;************************************************************ |
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109 ; interpolate model data into observed station |
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110 ; note: model is 0-360E, 90S-90N |
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111 ;************************************************************ |
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112 ; to be able to handle observation at (-89.98,-24.80) |
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113 yi(0) = -90. |
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114 |
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115 i = ind(lon_ob .lt. 0.) |
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116 lon_ob(i) = lon_ob(i) + 360. |
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117 |
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118 yo = linint2_points_Wrap(xi,yi,y,True,lon_ob,lat_ob,0) |
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119 |
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120 val_model = yo(pts|:,time|:) |
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121 val_model_0 = val_model |
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122 ;************************************************************ |
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123 ; remove annual mean |
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124 ;************************************************************ |
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125 val_model = val_model - conform(val_model,dim_avg(val_model),0) |
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126 |
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127 ;******************************************************************* |
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128 ; res for station line plot |
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129 ;******************************************************************* |
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130 ; for x-axis in xyplot |
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131 mon = ispan(1,12,1) |
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132 mon@long_name = "month" |
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133 |
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134 res = True ; plot mods desired |
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135 res@xyLineThicknesses = (/2.0,2.0,2.0/) ; make 2nd lines thicker |
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136 res@xyLineColors = (/"red","blue"/) ; change line color |
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137 |
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138 ; Add a boxed legend using the more simple method |
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139 res@pmLegendDisplayMode = "Always" |
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140 ; res@pmLegendWidthF = 0.1 |
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141 res@pmLegendWidthF = 0.08 |
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142 res@pmLegendHeightF = 0.06 |
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143 ; res@pmLegendOrthogonalPosF = -1.17 |
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144 ; res@pmLegendOrthogonalPosF = -1.00 ;(downward) |
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145 res@pmLegendOrthogonalPosF = -0.30 ;(downward) |
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146 |
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147 ; res@pmLegendParallelPosF = 0.18 |
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148 res@pmLegendParallelPosF = 0.23 ;(rightward) |
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149 |
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150 ; res@lgPerimOn = False |
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151 res@lgLabelFontHeightF = 0.015 |
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152 res@xyExplicitLegendLabels = (/model_name,"observed"/) |
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153 ;************************************************************ |
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154 ; number of latitude zone |
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155 ;************************************************************ |
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156 nzone = 4 |
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157 |
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158 ; saving data for zone |
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159 ; number of rows for zone table (with data) |
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160 nrow_zone = nzone |
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161 |
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162 ; number of columns for zone table |
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163 ncol_zone = 7 |
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164 |
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165 text = new((/nrow_zone,ncol_zone/),string) |
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166 |
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167 do z = 0,nzone-1 |
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168 |
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169 if (z .eq. 0) then |
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170 zone = "60N-90N" |
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171 score_max = 5.0 |
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172 ind_z = ind(lat_ob .ge. 60.) |
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173 end if |
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174 |
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175 if (z .eq. 1) then |
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176 zone = "30N-60N" |
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177 score_max = 5.0 |
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178 ind_z = ind(lat_ob .ge. 30. .and. lat_ob .lt. 60.) |
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179 end if |
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180 |
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181 if (z .eq. 2) then |
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182 zone = "EQ-30N" |
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183 score_max = 5.0 |
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184 ind_z = ind(lat_ob .ge. 0. .and. lat_ob .lt. 30.) |
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185 end if |
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186 |
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187 if (z .eq. 3) then |
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188 zone = "90S-EQ" |
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189 score_max = 5.0 |
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190 ind_z = ind(lat_ob .lt. 0. ) |
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191 end if |
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192 |
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193 npts = dimsizes(ind_z) |
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194 |
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195 ;------------------------------------------------------ |
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196 ; for metric table computation |
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197 amp_ob = new((/npts/),float) |
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198 amp_model = new((/npts/),float) |
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199 |
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200 amp_ratio_sta = new((/npts/),float) |
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201 ccr_sta = new((/npts/),float) |
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202 M_sta = new((/npts/),float) |
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203 score_sta = new((/npts/),float) |
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204 |
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205 var_sta = new((/npts/),float) |
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206 ;----------------------------------------------------- |
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207 ; for station line plot |
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208 npts_str = "" |
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209 npts_str = npts |
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210 |
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211 plot_data = new((/2,12,npts/),float) |
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212 plot_data_0 = new((/12,npts/),float) |
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213 |
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214 plot_data!0 = "case" |
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215 plot_data!1 = "month" |
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216 plot_data!2 = "pts" |
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217 plot_data@long_name = "CO2 Annual Cycle (ppm)" |
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218 |
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219 plot_data_0!0 = "month" |
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220 plot_data_0!1 = "pts" |
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221 plot_data_0@long_name = "CO2 (ppm)" |
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222 ;-------------------------------------------------------------------------- |
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223 do n=0,npts-1 |
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224 |
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225 amp_ob(n) = max(val_ob(ind_z(n),:)) - min(val_ob(ind_z(n),:)) |
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226 amp_model(n) = max(val_model(ind_z(n),:)) - min(val_model(ind_z(n),:)) |
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227 |
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228 amp_ratio_sta(n) = amp_model(n)/amp_ob(n) |
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229 ccr_sta(n) = esccr(val_ob(ind_z(n),:),val_model(ind_z(n),:),0) |
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230 M_sta(n) = 1.-abs(amp_ratio_sta(n)-1.) |
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231 score_sta(n) = (ccr_sta(n)*ccr_sta(n) + M_sta(n))*0.5 * score_max |
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232 |
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233 var_model = stddev(val_model(ind_z(n),:)) |
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234 var_ob = stddev(val_ob(ind_z(n),:)) |
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235 var_sta(n)= var_model/var_ob |
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236 ;---------------------------------------------------------------------- |
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237 ; for station line plot |
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238 |
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239 plot_data(0,:,n) = (/val_model(ind_z(n),:)/) |
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240 plot_data(1,:,n) = (/val_ob(ind_z(n),:)/) |
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241 |
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242 plot_data_0(:,n) = (/val_model_0(ind_z(n),:)/) |
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243 |
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244 plot_name = sta(ind_z(n)) |
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245 title = plot_name+" ("+lat(ind_z(n))+","+lon(ind_z(n))+")" |
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246 |
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247 wks = gsn_open_wks (plot_type,plot_name) ; open workstation |
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248 ;------------------------------------------ |
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249 ; for panel plot |
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250 |
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251 plot=new(2,graphic) ; create graphic array |
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252 res@gsnFrame = False ; Do not draw plot |
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253 res@gsnDraw = False ; Do not advance frame |
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254 |
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255 pres = True ; panel plot mods desired |
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256 pres@gsnPanelYWhiteSpacePercent = 5 ; increase white space around |
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257 ; indiv. plots in panel |
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258 pres@gsnMaximize = True ; fill the page |
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259 ;------------------------------------------ |
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260 res@tiMainString = title ; add title |
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261 |
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262 plot(0)=gsn_csm_xy(wks,mon,plot_data(:,:,n),res) ; create plot 1 |
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263 |
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264 plot(1)=gsn_csm_xy(wks,mon,plot_data_0(:,n),res) ; create plot 2 |
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265 |
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266 gsn_panel(wks,plot,(/2,1/),pres) ; create panel plot |
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267 |
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268 delete (wks) |
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269 delete (plot) |
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270 |
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271 system("convert "+plot_name+"."+plot_type+" "+plot_name+"."+plot_type_new+";"+ \ |
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272 "rm "+plot_name+"."+plot_type) |
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273 |
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274 ;--------------------------------------------------------------------------- |
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275 end do |
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276 |
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277 ;------------------------------------------------------------------------- |
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278 ; for Taylor plot in a zone |
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279 |
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280 ; Cases [Model] |
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281 case = (/ model_name /) |
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282 nCase = dimsizes(case ) ; # of Cases [Cases] |
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283 |
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284 ; station compared |
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285 var = sta(ind_z) |
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286 nVar = dimsizes(var) ; # of stations |
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287 |
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288 ; arrays to be passed to taylor plot |
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289 ratio = new ((/nCase, nVar/),typeof(var_sta) ) |
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290 cc = new ((/nCase, nVar/),typeof(ccr_sta) ) |
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291 |
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292 ratio(0,:) = var_sta |
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293 cc(0,:) = ccr_sta |
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294 |
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295 ;--------------------------------- |
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296 ; create plot |
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297 |
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298 rest = True ; default taylor diagram |
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299 |
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300 rest@Markers = (/16/) ; make all solid fill |
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301 rest@Colors = (/"red" /) |
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302 ; rest@varLabels = var |
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303 rest@caseLabels = case |
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304 |
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305 rOpts = True |
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306 rOpts@caseLabels = True |
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307 ; rOpts@caseLabelsFontHeightF = 0.05 |
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308 rOpts@caseLabelsFontHeightF = 0.15 |
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309 |
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310 plot_name = "taylor_diagram_"+ zone |
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311 title = "CO2 Annual Cycle: "+ zone |
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312 rest@tiMainString = title |
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313 |
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314 wks = gsn_open_wks (plot_type,plot_name) ; open workstation |
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315 plot = taylor_diagram(wks,ratio,cc,rest) |
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316 |
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317 delete (wks) |
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318 delete (plot) |
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319 |
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320 system("convert "+plot_name+"."+plot_type+" "+plot_name+"."+plot_type_new+";"+ \ |
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321 "rm "+plot_name+"."+plot_type) |
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322 |
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323 delete (ratio) |
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324 delete (cc) |
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325 delete (var_sta) |
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326 delete (var) |
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327 |
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328 ;------------------------------------------------------------------------- |
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329 ; for line plot in a zone |
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330 |
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331 plot_name = "All_"+npts_str |
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332 title = plot_name + " in "+ zone |
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333 |
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334 wks = gsn_open_wks (plot_type,plot_name) ; open workstation |
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335 ;----------------------------------------- |
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336 ; for panel plot |
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337 |
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338 plot=new(2,graphic) ; create graphic array |
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339 res@gsnFrame = False ; Do not draw plot |
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340 res@gsnDraw = False ; Do not advance frame |
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341 |
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342 pres = True ; panel plot mods desired |
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343 pres@gsnPanelYWhiteSpacePercent = 5 ; increase white space around |
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344 ; indiv. plots in panel |
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345 pres@gsnMaximize = True ; fill the page |
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346 ;----------------------------------------- |
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347 res@tiMainString = title ; add title |
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348 |
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349 plot(0) = gsn_csm_xy (wks,mon,dim_avg_Wrap(plot_data),res) ; create plot 1 |
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350 |
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351 plot(1) = gsn_csm_xy (wks,mon,dim_avg_Wrap(plot_data_0),res) ; create plot 2 |
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352 |
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353 gsn_panel(wks,plot,(/2,1/),pres) ; create panel plot |
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354 |
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355 delete (wks) |
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356 delete (plot) |
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357 |
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358 system("convert "+plot_name+"."+plot_type+" "+plot_name+"."+plot_type_new+";"+ \ |
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359 "rm "+plot_name+"."+plot_type) |
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360 |
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361 delete (plot_data) |
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362 delete (plot_data_0) |
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363 ;--------------------------------------------------------------------------- |
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364 ; values saved for zone table |
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365 |
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366 amp_ratio_zone = avg(amp_ratio_sta) |
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367 ccr_zone = avg(ccr_sta) |
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368 M_zone = 1.- (sum(abs(amp_model-amp_ob)/(amp_model+amp_ob))/npts) |
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369 score_zone = (ccr_zone*ccr_zone + M_zone)*0.5 * score_max |
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370 |
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371 text(z,0) = zone |
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372 text(z,1) = sprintf("%.0f", npts) |
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373 text(z,2) = sprintf("%.2f", amp_ratio_zone) |
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374 text(z,3) = sprintf("%.2f", ccr_zone) |
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375 text(z,4) = sprintf("%.2f", M_zone) |
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376 text(z,5) = sprintf("%.2f", score_zone) |
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377 text(z,6) = zone |
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378 |
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379 ;******************************************************************* |
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380 ; html table -- station |
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381 ;******************************************************************* |
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382 output_html = "score+line_"+zone+".html" |
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383 |
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384 header = (/"<HTML>" \ |
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385 ,"<HEAD>" \ |
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386 ,"<TITLE>CLAMP metrics</TITLE>" \ |
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387 ,"</HEAD>" \ |
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388 ,"<H1>Latitude Zone "+zone+": Model "+model_name+"</H1>" \ |
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389 /) |
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390 footer = "</HTML>" |
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391 |
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392 table_header = (/ \ |
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393 "<table border=1 cellspacing=0 cellpadding=3 width=100%>" \ |
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394 ,"<tr>" \ |
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395 ," <th bgcolor=DDDDDD >Site Name</th>" \ |
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396 ," <th bgcolor=DDDDDD >Latitude</th>" \ |
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397 ," <th bgcolor=DDDDDD >Longitude</th>" \ |
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398 ," <th bgcolor=DDDDDD >model vs obs.<br>amplitude ratio</th>" \ |
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399 ," <th bgcolor=DDDDDD >Correlation Coef.</th>" \ |
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400 ," <th bgcolor=DDDDDD >M Score</th>" \ |
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401 ," <th bgcolor=DDDDDD >Combined Score</th>" \ |
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402 ,"</tr>" \ |
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403 /) |
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404 table_footer = "</table>" |
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405 row_header = "<tr>" |
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406 row_footer = "</tr>" |
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407 |
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408 lines = new(50000,string) |
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409 nline = 0 |
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410 |
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411 set_line(lines,nline,header) |
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412 set_line(lines,nline,table_header) |
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413 ;----------------------------------------------- |
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414 ; row of table |
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415 |
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416 do n = 0,npts-1 |
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417 set_line(lines,nline,row_header) |
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418 |
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419 txt0 = sta(ind_z(n)) |
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420 txt1 = sprintf("%5.2f", (/lat(ind_z(n))/)) |
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421 txt2 = sprintf("%5.2f", (/lon(ind_z(n))/)) |
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422 txt3 = sprintf("%5.2f", (/amp_ratio_sta(n)/)) |
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423 txt4 = sprintf("%5.2f", (/ccr_sta(n)/)) |
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424 txt5 = sprintf("%5.2f", (/M_sta(n)/)) |
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425 txt6 = sprintf("%5.2f", (/score_sta(n)/)) |
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426 |
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427 set_line(lines,nline,"<th><a href="+txt0+".png>"+txt0+"</a></th>") |
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428 set_line(lines,nline,"<th>"+txt1+"</th>") |
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429 set_line(lines,nline,"<th>"+txt2+"</th>") |
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430 set_line(lines,nline,"<th>"+txt3+"</th>") |
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431 set_line(lines,nline,"<th>"+txt4+"</th>") |
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432 set_line(lines,nline,"<th>"+txt5+"</th>") |
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433 set_line(lines,nline,"<th>"+txt6+"</th>") |
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434 |
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435 set_line(lines,nline,row_footer) |
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436 end do |
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437 |
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438 ; last row, summary |
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439 set_line(lines,nline,row_header) |
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440 |
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441 txt0 = "All_"+sprintf("%.0f", (/npts/)) |
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442 txt1 = "-" |
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443 txt2 = "-" |
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444 txt3 = sprintf("%5.2f", (/amp_ratio_zone/)) |
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445 txt4 = sprintf("%5.2f", (/ccr_zone/)) |
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446 txt5 = sprintf("%5.2f", (/M_zone/)) |
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447 txt6 = sprintf("%5.2f", (/score_zone/)) |
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448 |
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449 set_line(lines,nline,"<th><a href="+txt0+".png>"+txt0+"</a></th>") |
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450 set_line(lines,nline,"<th>"+txt1+"</th>") |
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451 set_line(lines,nline,"<th>"+txt2+"</th>") |
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452 set_line(lines,nline,"<th>"+txt3+"</th>") |
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453 set_line(lines,nline,"<th>"+txt4+"</th>") |
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454 set_line(lines,nline,"<th>"+txt5+"</th>") |
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455 set_line(lines,nline,"<th>"+txt6+"</th>") |
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456 |
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457 set_line(lines,nline,row_footer) |
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458 ;----------------------------------------------- |
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459 set_line(lines,nline,table_footer) |
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460 set_line(lines,nline,footer) |
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461 |
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462 ; Now write to an HTML file. |
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463 idx = ind(.not.ismissing(lines)) |
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464 if(.not.any(ismissing(idx))) then |
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465 asciiwrite(output_html,lines(idx)) |
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466 else |
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467 print ("error?") |
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468 end if |
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469 delete (idx) |
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470 ;----------------------------------------------------------------- |
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471 |
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472 delete (ind_z) |
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473 delete (amp_model) |
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474 delete (amp_ob) |
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475 delete (amp_ratio_sta) |
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476 delete (ccr_sta) |
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477 delete (M_sta) |
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478 delete (score_sta) |
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479 end do |
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480 |
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481 ;******************************************************************* |
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482 ; html table -- zone |
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483 ;******************************************************************* |
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484 output_html = "score+line_vs_ob.html" |
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485 |
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486 header = (/"<HTML>" \ |
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487 ,"<HEAD>" \ |
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488 ,"<TITLE>CLAMP metrics</TITLE>" \ |
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489 ,"</HEAD>" \ |
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490 ,"<H1>CO2 Seasonal Cycle Comparisons by Latitude Zone: Model "+model_name+"</H1>" \ |
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491 /) |
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492 footer = "</HTML>" |
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493 |
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494 delete (table_header) |
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495 table_header = (/ \ |
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496 "<table border=1 cellspacing=0 cellpadding=3 width=80%>" \ |
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497 ,"<tr>" \ |
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498 ," <th bgcolor=DDDDDD >Zone</th>" \ |
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499 ," <th bgcolor=DDDDDD >Number of Site</th>" \ |
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500 ," <th bgcolor=DDDDDD >model vs obs.<br>amplitide ratio</th>" \ |
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501 ," <th bgcolor=DDDDDD >Correlation Coef.</th>" \ |
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502 ," <th bgcolor=DDDDDD >M Score</th>" \ |
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503 ," <th bgcolor=DDDDDD >Combined Score</th>" \ |
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504 ," <th bgcolor=DDDDDD >Taylor diagram</th>" \ |
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505 ,"</tr>" \ |
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506 /) |
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507 table_footer = "</table>" |
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508 row_header = "<tr>" |
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509 row_footer = "</tr>" |
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510 |
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511 lines = new(50000,string) |
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512 nline = 0 |
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513 |
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514 set_line(lines,nline,header) |
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515 set_line(lines,nline,table_header) |
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516 ;----------------------------------------------- |
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517 ;row of table |
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518 |
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519 do n = 0,nrow_zone-1 |
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520 set_line(lines,nline,row_header) |
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521 |
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522 set_line(lines,nline,"<th><a href=score+line_"+text(n,0)+".html>"+text(n,0)+"</th>") |
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523 set_line(lines,nline,"<th>"+text(n,1)+"</th>") |
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524 set_line(lines,nline,"<th>"+text(n,2)+"</th>") |
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525 set_line(lines,nline,"<th>"+text(n,3)+"</th>") |
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526 set_line(lines,nline,"<th>"+text(n,4)+"</th>") |
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527 set_line(lines,nline,"<th>"+text(n,5)+"</th>") |
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528 set_line(lines,nline,"<th><a href=taylor_diagram_"+text(n,6)+".png>Taylor_diagram</th>") |
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529 |
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530 set_line(lines,nline,row_footer) |
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531 end do |
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532 |
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533 ; for the last row |
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534 |
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535 txt0 = "All" |
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536 txt1 = sum(stringtofloat(text(0:3,1))) |
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537 txt2 = "-" |
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538 txt3 = "-" |
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539 txt4 = "-" |
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540 txt5 = sum(stringtofloat(text(0:3,5))) |
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541 txt6 = "-" |
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542 |
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543 set_line(lines,nline,row_header) |
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544 |
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545 set_line(lines,nline,"<th>"+txt0+"</th>") |
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546 set_line(lines,nline,"<th>"+txt1+"</th>") |
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547 set_line(lines,nline,"<th>"+txt2+"</th>") |
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548 set_line(lines,nline,"<th>"+txt3+"</th>") |
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549 set_line(lines,nline,"<th>"+txt4+"</th>") |
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550 set_line(lines,nline,"<th>"+txt5+"</th>") |
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551 set_line(lines,nline,"<th>"+txt6+"</th>") |
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552 |
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553 set_line(lines,nline,row_footer) |
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554 ;----------------------------------------------- |
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555 set_line(lines,nline,table_footer) |
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556 set_line(lines,nline,footer) |
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557 |
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558 ; Now write to an HTML file. |
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559 idx = ind(.not.ismissing(lines)) |
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560 if(.not.any(ismissing(idx))) then |
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561 asciiwrite(output_html,lines(idx)) |
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562 else |
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563 print ("error?") |
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564 end if |
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565 delete (idx) |
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566 ;-------------------------------------------------------------------------- |
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567 |
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568 M_co2 = txt5 |
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569 |
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570 if (isvar("compare")) then |
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571 |
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572 system("sed -e '1,/M_co2/s/M_co2/"+M_co2+"/' "+html_name2+" > "+html_new2+";"+ \ |
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573 "mv -f "+html_new2+" "+html_name2) |
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574 end if |
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575 |
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576 system("sed s#M_co2#"+M_co2+"# "+html_name+" > "+html_new+";"+ \ |
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577 "mv -f "+html_new+" "+html_name) |
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578 |
|
579 ;*************************************************************************** |
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580 ; add total score and write to file |
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581 ;*************************************************************************** |
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582 M_total = M_co2 |
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583 |
|
584 asciiwrite("M_save.co2", M_total) |
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585 |
|
586 ;*************************************************************************** |
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587 ; output plots |
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588 ;*************************************************************************** |
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589 output_dir = model_name+"/co2" |
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590 |
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591 system("mv *.png *.html " + output_dir) |
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592 ;*************************************************************************** |
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593 end |