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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 "$NCARG_ROOT/lib/ncarg/nclscripts/csm/gsn_code.ncl.test" |
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6 load "$NCARG_ROOT/lib/ncarg/nclscripts/csm/gsn_csm.ncl.test" |
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7 load "$NCARG_ROOT/lib/ncarg/nclscripts/csm/contributed.ncl" |
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8 ;load "/fis/cgd/cseg/people/jeff/clamp/co2/metrics_table.ncl" |
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9 ;************************************************ |
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10 begin |
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11 |
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12 ;************************************************ |
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13 ; read model data |
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14 ;************************************************ |
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15 |
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16 ; from command line inputs |
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17 |
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18 ;-------------------------------------------------- |
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19 ; edit table.html of current model for movel1_vs_model2 |
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20 |
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21 if (isvar("compare")) then |
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22 html_name2 = compare+"/table.html" |
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23 html_new2 = html_name2 +".new" |
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24 |
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25 ; the following only needs to execute once |
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26 ; system("sed 1,/model_nameA/s//"+model_name+"/ "+html_name2+" > "+html_new2+";"+ \ |
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27 ; "mv -f "+html_new2+" "+html_name2+";"+ \ |
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28 ; "sed 1,/model_nameB/s//"+model_name+"/ "+html_name2+" > "+html_new2+";"+ \ |
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29 ; "mv -f "+html_new2+" "+html_name2+";"+ \ |
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30 ; "sed s#"+modeln+"#"+model_name+"# "+html_name2+" > "+html_new2+";"+ \ |
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31 ; "mv -f "+html_new2+" "+html_name2) |
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32 end if |
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33 |
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34 ;------------------------------------- |
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35 ; edit table.html for current model |
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36 |
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37 html_name = model_name+"/table.html" |
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38 html_new = html_name +".new" |
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39 |
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40 ; the following only needs to execute once |
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41 ; system("sed s#model_name#"+model_name+"# "+html_name+" > "+html_new+";"+ \ |
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42 ; "mv -f "+html_new+" "+html_name) |
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43 ;------------------------------------------------ |
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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 xdim = dimsizes(x) |
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52 nlev = xdim(1) |
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53 y = x(:,0,:,:) |
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54 |
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55 ; get co2 at the lowest level |
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56 y = x(:,nlev-1,:,:) |
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57 |
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58 ; change to unit of observed (u mol/mol) |
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59 ; Model_units [=] kgCO2 / kgDryAir |
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60 ; 28.966 = molecular weight of dry air |
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61 ; 44. = molecular weight of CO2 |
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62 ; u mol = 1e-6 mol |
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63 |
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64 factor = (28.966/44.) * 1e6 |
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65 y = y * factor |
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66 |
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67 y@_FillValue = 1.e36 |
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68 y@units = "u mol/mol" |
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69 ;************************************************ |
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70 ; read data: observed |
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71 ;************************************************ |
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72 diri = "/fis/cgd/cseg/people/jeff/clamp_data/co2/ob/" |
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73 fili = "co2_globalView_98.nc" |
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74 g = addfile (diri+fili,"r") |
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75 val = g->CO2_SEAS |
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76 lon = g->LON |
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77 lat = g->LAT |
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78 sta = chartostring(g->STATION) |
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79 delete (g) |
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80 |
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81 ncase = dimsizes(lat) |
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82 ;************************************************************** |
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83 ; get only the lowest level at each station |
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84 ;************************************************************** |
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85 lat_tmp = lat |
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86 lat_tmp@_FillValue = 1.e+36 |
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87 |
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88 do n = 0,ncase-1 |
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89 if (.not. ismissing(lat_tmp(n))) then |
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90 indexes = ind(lat(n) .eq. lat .and. lon(n) .eq. lon) |
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91 if (dimsizes(indexes) .gt. 1) then |
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92 lat_tmp(indexes(1:)) = lat_tmp@_FillValue |
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93 end if |
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94 delete (indexes) |
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95 end if |
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96 end do |
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97 |
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98 indexes = ind(.not. ismissing(lat_tmp)) |
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99 |
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100 lat_ob = lat(indexes) |
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101 lon_ob = lon(indexes) |
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102 val_ob = val(indexes,:) |
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103 ;************************************************************ |
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104 ; interpolate model data into observed station |
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105 ; note: model is 0-360E, 90S-90N |
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106 ;************************************************************ |
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107 ; to be able to handle observation at (-89.98,-24.80) |
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108 yi(0) = -90. |
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109 |
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110 i = ind(lon_ob .lt. 0.) |
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111 lon_ob(i) = lon_ob(i) + 360. |
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112 |
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113 yo = linint2_points_Wrap(xi,yi,y,True,lon_ob,lat_ob,0) |
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114 |
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115 val_model = yo(pts|:,time|:) |
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116 val_model_0 = val_model |
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117 |
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118 ; remove annual mean |
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119 val_model = val_model - conform(val_model,dim_avg(val_model),0) |
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120 |
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121 nzone = 4 |
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122 |
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123 ;******************************************************************* |
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124 ; for table -- zone |
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125 ;******************************************************************* |
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126 ; table header name |
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127 table_header_name = "Zone" |
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128 |
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129 ; column (not including header column) |
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130 col_header_zone = (/"Stations","Amplitude Ratio", \ |
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131 "Correlation Coef","M score","Combined Score"/) |
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132 ncol_zone = dimsizes(col_header_zone ) |
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133 |
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134 ; row (not including header row) |
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135 row_header_zone = (/"60N-90N","30N-60N","EQ-30N","90S-EQ","Total"/) |
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136 nrow_zone = dimsizes(row_header_zone) |
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137 |
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138 ; arrays to be passed to table. |
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139 value_zone = new ((/nrow_zone, ncol_zone/),string ) |
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140 ;-------------------------------------------------------------------- |
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141 |
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142 table_length_zone = 0.4 |
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143 |
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144 ; Table header |
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145 ncr1 = (/1,1/) ; 1 row, 1 column |
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146 x1 = (/0.005,0.15/) ; Start and end X |
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147 y1 = (/0.900,0.995/) ; Start and end Y |
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148 text1 = table_header_name |
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149 res1 = True |
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150 res1@txFontHeightF = 0.03 |
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151 res1@gsFillColor = "CornFlowerBlue" |
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152 |
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153 ; Column header (equally space in x2) |
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154 ncr2 = (/1,ncol_zone/) ; 1 rows, 5 columns |
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155 x2 = (/x1(1),0.995/) ; start from end of x1 |
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156 y2 = y1 ; same as y1 |
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157 text2 = col_header_zone |
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158 res2 = True |
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159 res2@txFontHeightF = 0.015 |
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160 res2@gsFillColor = "Gray" |
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161 |
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162 ; Row header (equally space in y2) |
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163 ncr3 = (/nrow_zone,1/) ; 5 rows, 1 columns |
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164 x3 = x1 ; same as x1 |
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165 y3 = (/1.0-table_length_zone,0.900/) ; end at start of y1 |
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166 text3 = row_header_zone |
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167 res3 = True |
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168 res3@txFontHeightF = 0.02 |
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169 res3@gsFillColor = "Gray" |
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170 |
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171 ; Main table body |
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172 ncr4 = (/nrow_zone,ncol_zone/) ; 5 rows, 5 columns |
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173 x4 = x2 ; Start and end x |
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174 y4 = y3 ; Start and end Y |
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175 text4 = new((/nrow_zone,ncol_zone/),string) |
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176 |
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177 color_fill4 = new((/nrow_zone,ncol_zone/),string) |
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178 color_fill4 = "white" |
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179 color_fill4(:,ncol_zone-1) = "grey" |
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180 |
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181 res4 = True ; Set up resource list |
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182 ; res4@gsnDebug = True ; Useful to print NDC row,col values used. |
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183 res4@txFontHeightF = 0.02 |
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184 res4@gsFillColor = color_fill4 |
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185 |
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186 delete (color_fill4) |
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187 |
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188 ;******************************************************************* |
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189 ; for table -- station |
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190 ;******************************************************************* |
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191 ; column (not including header column) |
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192 col_header_sta = (/"Latitude","Longitude","Amplitude Ratio", \ |
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193 "Correlation Coef","M score","Combined Score"/) |
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194 ncol_sta = dimsizes(col_header_sta ) |
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195 ;------------------------------------------------------------------- |
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196 |
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197 ; Table header |
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198 ncr5 = (/1,1/) ; 1 row, 1 column |
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199 x5 = (/0.005,0.15/) ; Start and end X |
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200 y5 = (/0.900,0.995/) ; Start and end Y |
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201 res5 = True |
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202 res5@txFontHeightF = 0.02 |
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203 res5@gsFillColor = "CornFlowerBlue" |
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204 |
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205 ; Column header (equally space in x2) |
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206 ncr6 = (/1,ncol_sta/) ; 1 rows, 5 columns |
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207 x6 = (/x5(1),0.995/) ; start from end of x1 |
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208 y6 = y5 ; same as y1 |
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209 text6 = col_header_sta |
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210 res6 = True |
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211 res6@txFontHeightF = 0.012 |
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212 res6@gsFillColor = "Gray" |
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213 |
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214 ; Row header (equally space in y2) |
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215 |
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216 res7 = True |
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217 res7@txFontHeightF = 0.015 |
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218 res7@gsFillColor = "Gray" |
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219 ;-------------------------------------------------------------- |
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220 ; for station line plot |
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221 |
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222 ; for x-axis in xyplot |
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223 mon = ispan(1,12,1) |
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224 mon@long_name = "month" |
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225 |
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226 plot_type = "ps" |
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227 plot_type_new = "png" |
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228 |
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229 res = True ; plot mods desired |
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230 res@xyLineThicknesses = (/2.0,2.0,2.0/) ; make 2nd lines thicker |
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231 res@xyLineColors = (/"red","black"/) ; change line color |
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232 |
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233 ; Add a boxed legend using the more simple method |
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234 |
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235 res@pmLegendDisplayMode = "Always" |
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236 ; res@pmLegendWidthF = 0.1 |
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237 res@pmLegendWidthF = 0.08 |
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238 res@pmLegendHeightF = 0.06 |
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239 ; res@pmLegendOrthogonalPosF = -1.17 |
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240 ; res@pmLegendOrthogonalPosF = -1.00 ;(downward) |
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241 res@pmLegendOrthogonalPosF = -0.30 ;(downward) |
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242 |
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243 ; res@pmLegendParallelPosF = 0.18 |
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244 res@pmLegendParallelPosF = 0.23 ;(rightward) |
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245 |
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246 ; res@lgPerimOn = False |
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247 res@lgLabelFontHeightF = 0.015 |
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248 res@xyExplicitLegendLabels = (/"b30.061n","observed"/) |
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249 ;------------------------------------------------------------------- |
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250 |
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251 do z = 0,nzone-1 |
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252 |
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253 if (z .eq. 0) then |
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254 ; maximum score for the zone, 60N-90N |
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255 zone = "60N-90N" |
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256 score_max = 5.0 |
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257 ; index of stations in this zone |
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258 ind_z = ind(lat_ob .ge. 60.) |
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259 end if |
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260 |
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261 if (z .eq. 1) then |
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262 ; maximum score for the zone, 30N-60N |
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263 zone = "30N-60N" |
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264 score_max = 5.0 |
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265 ; index of stations in this zone |
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266 ind_z = ind(lat_ob .ge. 30. .and. lat_ob .lt. 60.) |
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267 end if |
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268 |
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269 if (z .eq. 2) then |
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270 ; maximum score for the zone, EQ-30N |
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271 zone = "EQ-30N" |
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272 score_max = 5.0 |
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273 ; index of stations in this zone |
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274 ind_z = ind(lat_ob .ge. 0. .and. lat_ob .lt. 30.) |
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275 end if |
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276 |
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277 if (z .eq. 3) then |
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278 ; maximum score for the zone, 90S-EQ |
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279 zone = "90S-EQ" |
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280 score_max = 5.0 |
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281 ; index of stations in this zone |
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282 ind_z = ind(lat_ob .lt. 0. ) |
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283 end if |
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284 |
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285 npts = dimsizes(ind_z) |
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286 |
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287 ;------------------------------------------------------------------------- |
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288 ; for metric table computation |
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289 |
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290 amp_ob = new((/npts/),float) |
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291 amp_model = new((/npts/),float) |
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292 |
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293 amp_ratio_sta = new((/npts/),float) |
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294 ccr_sta = new((/npts/),float) |
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295 M_sta = new((/npts/),float) |
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296 score_sta = new((/npts/),float) |
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297 |
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298 ;---------------------- |
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299 ; for table -- station |
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300 ;---------------------- |
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301 |
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302 ; row (not including header row) |
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303 nrow_sta = npts |
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304 |
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305 ; Table header |
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306 ncr5 = (/1,1/) ; 1 row, 1 column |
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307 x5 = (/0.005,0.15/) ; Start and end X |
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308 y5 = (/0.900,0.995/) ; Start and end Y |
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309 res5 = True |
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310 res5@txFontHeightF = 0.02 |
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311 res5@gsFillColor = "CornFlowerBlue" |
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312 |
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313 ; Column header (equally space in x2) |
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314 ncr6 = (/1,ncol_sta/) ; 1 rows, 5 columns |
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315 x6 = (/x1(1),0.995/) ; start from end of x1 |
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316 y6 = y1 ; same as y1 |
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317 text6 = col_header_sta |
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318 res6 = True |
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319 res6@txFontHeightF = 0.012 |
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320 res6@gsFillColor = "Gray" |
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321 |
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322 ; Row header (equally space in y2) |
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323 ncr7 = (/nrow_sta,1/) ; 5 rows, 1 columns |
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324 x7 = x1 ; same as x1 |
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325 ; y7 = (/1.0-table_length_sta,0.900/) ; end at start of y1 |
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326 text7 = new((/nrow_sta/),string) |
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327 res7 = True |
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328 res7@txFontHeightF = 0.015 |
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329 res7@gsFillColor = "Gray" |
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330 ;------------------------------------------------------------------------- |
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331 ; for station line plot |
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332 |
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333 npts_str = "" |
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334 npts_str = npts |
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335 |
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336 plot_data = new((/2,12,npts/),float) |
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337 plot_data_0 = new((/12,npts/),float) |
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338 |
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339 plot_data!0 = "case" |
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340 plot_data!1 = "month" |
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341 plot_data!2 = "pts" |
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342 plot_data@long_name = "CO2 Seasonal" |
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343 |
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344 plot_data_0!0 = "month" |
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345 plot_data_0!1 = "pts" |
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346 plot_data_0@long_name = "CO2" |
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347 ;-------------------------------------------------------------------------- |
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348 do n=0,npts-1 |
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349 amp_ob(n) = max(val_ob(ind_z(n),:)) - min(val_ob(ind_z(n),:)) |
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350 amp_model(n) = max(val_model(ind_z(n),:)) - min(val_model(ind_z(n),:)) |
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351 |
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352 amp_ratio_sta(n) = amp_model(n)/amp_ob(n) |
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353 ccr_sta(n) = esccr(val_ob(ind_z(n),:),val_model(ind_z(n),:),0) |
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354 M_sta(n) = 1.-abs(amp_ratio_sta(n)-1.) |
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355 score_sta(n) = (ccr_sta(n)*ccr_sta(n) + M_sta(n))*0.5 * score_max |
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356 |
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357 ;---------------------------------------------------------------------- |
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358 ; for station line plot |
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359 |
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360 plot_data(0,:,n) = (/val_model(ind_z(n),:)/) |
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361 plot_data(1,:,n) = (/val_ob(ind_z(n),:)/) |
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362 |
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363 plot_data_0(:,n) = (/val_model_0(ind_z(n),:)/) |
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364 |
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365 plot_name = sta(ind_z(n)) |
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366 title = plot_name+"("+lat(ind_z(n))+","+lon(ind_z(n))+")" |
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367 |
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368 wks = gsn_open_wks (plot_type,plot_name) ; open workstation |
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369 ;------------------------------------------ |
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370 ; for panel plot |
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371 |
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372 plot=new(2,graphic) ; create graphic array |
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373 res@gsnFrame = False ; Do not draw plot |
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374 res@gsnDraw = False ; Do not advance frame |
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375 |
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376 pres = True ; panel plot mods desired |
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377 pres@gsnPanelYWhiteSpacePercent = 5 ; increase white space around |
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378 ; indiv. plots in panel |
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379 pres@gsnMaximize = True ; fill the page |
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380 ;------------------------------------------ |
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381 res@tiMainString = title ; add title |
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382 |
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383 plot(0)=gsn_csm_xy(wks,mon,plot_data(:,:,n),res) ; create plot 1 |
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384 |
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385 plot(1)=gsn_csm_xy(wks,mon,plot_data_0(:,n),res) ; create plot 2 |
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386 |
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387 gsn_panel(wks,plot,(/2,1/),pres) ; create panel plot |
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388 |
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389 system("convert "+plot_name+"."+plot_type+" "+plot_name+"."+plot_type_new) |
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390 system("rm "+plot_name+"."+plot_type) |
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391 |
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392 clear (wks) |
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393 ;--------------------------------------------------------------------------- |
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394 end do |
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395 ;------------------------------------------------------------------------- |
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396 ; for line plot in a zone |
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397 |
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398 plot_name = "All_"+npts_str |
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399 title = plot_name + " in "+ zone |
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400 |
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401 wks = gsn_open_wks (plot_type,plot_name) ; open workstation |
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402 ;----------------------------------------- |
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403 ; for panel plot |
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404 |
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405 plot=new(2,graphic) ; create graphic array |
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406 res@gsnFrame = False ; Do not draw plot |
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407 res@gsnDraw = False ; Do not advance frame |
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408 |
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409 pres = True ; panel plot mods desired |
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410 pres@gsnPanelYWhiteSpacePercent = 5 ; increase white space around |
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411 ; indiv. plots in panel |
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412 pres@gsnMaximize = True ; fill the page |
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413 ;----------------------------------------- |
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414 res@tiMainString = title ; add title |
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415 |
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416 plot(0) = gsn_csm_xy (wks,mon,dim_avg_Wrap(plot_data),res) ; create plot 1 |
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417 |
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418 plot(1) = gsn_csm_xy (wks,mon,dim_avg_Wrap(plot_data_0),res) ; create plot 2 |
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419 |
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420 gsn_panel(wks,plot,(/2,1/),pres) ; create panel plot |
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421 |
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422 system("convert "+plot_name+"."+plot_type+" "+plot_name+"."+plot_type_new) |
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423 system("rm "+plot_name+"."+plot_type) |
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424 |
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425 clear (wks) |
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426 ; delete (ind_z) |
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427 delete (plot_data) |
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428 delete (plot_data_0) |
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429 ;--------------------------------------------------------------------------- |
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430 ; for zone table value |
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431 |
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432 amp_ratio_zone = avg(amp_ratio_sta) |
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433 ccr_zone = avg(ccr_sta) |
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434 M_zone = 1.- (sum(abs(amp_model-amp_ob)/(amp_model+amp_ob))/npts) |
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435 score_zone = (ccr_zone*ccr_zone + M_zone)*0.5 * score_max |
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436 |
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437 text4(z,0) = sprintf("%5.2f", npts) |
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438 text4(z,1) = sprintf("%5.2f", amp_ratio_zone) |
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439 text4(z,2) = sprintf("%5.2f", ccr_zone) |
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440 text4(z,3) = sprintf("%5.2f", M_zone) |
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441 text4(z,4) = sprintf("%5.2f", score_zone) |
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442 ;--------------------------------------------------------------------------- |
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443 ; plot station table |
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444 ;---------------------------------- |
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445 ; header value for station table |
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446 text5 = zone |
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447 |
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448 ; row value for station table |
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449 text7 = sta(ind_z) |
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450 |
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451 if (z .eq. 0) then |
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452 table_length_sta = 0.5 |
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453 end if |
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454 if (z .eq. 1) then |
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455 table_length_sta = 0.995 |
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456 end if |
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457 if (z .eq. 2) then |
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458 table_length_sta = 0.8 |
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459 end if |
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460 if (z .eq. 3) then |
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461 table_length_sta = 0.8 |
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462 end if |
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463 |
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464 x7 = x5 |
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465 y7 = (/1.0-table_length_sta,0.900/) ; end at start of y1 |
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466 |
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467 ; Main table body |
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468 ncr8 = (/nrow_sta,ncol_sta/) ; 5 rows, 5 columns |
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469 x8 = x6 ; Start and end x |
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470 y8 = y7 ; Start and end Y |
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471 text8 = new((/nrow_sta,ncol_sta/),string) |
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472 |
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473 color_fill8 = text8 |
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474 color_fill8 = "white" |
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475 color_fill8(:,ncol_sta-1) = "grey" |
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476 |
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477 res8 = True ; Set up resource list |
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478 ; res8@gsnDebug = True ; Useful to print NDC row,col values used. |
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479 res8@txFontHeightF = 0.02 |
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480 res8@gsFillColor = color_fill8 |
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481 |
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482 delete (color_fill8) |
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483 |
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484 ; table value for station table |
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485 text8(:,0) = sprintf("%5.2f", (/lat(ind_z)/)) |
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486 text8(:,1) = sprintf("%5.2f", (/lon(ind_z)/)) |
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487 text8(:,2) = sprintf("%5.2f", (/amp_ratio_sta/)) |
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488 text8(:,3) = sprintf("%5.2f", (/ccr_sta/)) |
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489 text8(:,4) = sprintf("%5.2f", (/M_sta/)) |
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490 text8(:,5) = sprintf("%5.2f", (/score_sta/)) |
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491 |
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492 plot_name = "table_sta." + zone |
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493 |
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494 wks = gsn_open_wks (plot_type,plot_name) ; open workstation |
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495 |
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496 gsn_table(wks,ncr5,x5,y5,text5,res5) |
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497 gsn_table(wks,ncr6,x6,y6,text6,res6) |
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498 gsn_table(wks,ncr7,x7,y7,text7,res7) |
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499 gsn_table(wks,ncr8,x8,y8,text8,res8) |
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500 |
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501 frame(wks) |
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502 |
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503 system("convert "+plot_name+"."+plot_type+" "+plot_name+"."+plot_type_new) |
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504 system("rm "+plot_name+"."+plot_type) |
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505 |
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506 delete (ind_z) |
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507 delete (amp_model) |
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508 delete (amp_ob) |
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509 delete (amp_ratio_sta) |
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510 delete (ccr_sta) |
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511 delete (M_sta) |
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512 delete (score_sta) |
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513 delete (text7) |
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514 delete (text8) |
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515 delete (res7) |
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516 delete (res8) |
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517 clear (wks) |
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518 end do |
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519 ;************************************************** |
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520 ; plot zone table |
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521 ;************************************************** |
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522 |
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523 text4(4,0) = sum(stringtofloat(text4(0:3,0))) |
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524 text4(4,1) = 0. |
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525 text4(4,2) = 0. |
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526 text4(4,3) = 0. |
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527 text4(4,4) = sum(stringtofloat(text4(0:3,4))) |
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528 |
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529 plot_name = "table_zone" |
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530 wks = gsn_open_wks (plot_type,plot_name) ; open workstation |
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531 |
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532 gsn_table(wks,ncr1,x1,y1,text1,res1) |
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533 gsn_table(wks,ncr2,x2,y2,text2,res2) |
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534 gsn_table(wks,ncr3,x3,y3,text3,res3) |
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535 gsn_table(wks,ncr4,x4,y4,text4,res4) |
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536 |
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537 frame(wks) |
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538 |
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539 system("convert "+plot_name+"."+plot_type+" "+plot_name+"."+plot_type_new) |
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540 system("rm "+plot_name+"."+plot_type) |
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541 |
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542 M_co2 = text4(4,4) |
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543 |
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544 if (isvar("compare")) then |
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545 system("sed 1,/M_co2/s//"+M_co2+"/ "+html_name2+" > "+html_new2+";"+ \ |
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546 "mv -f "+html_new2+" "+html_name2) |
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547 end if |
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548 |
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549 system("sed s#M_co2#"+M_co2+"# "+html_name+" > "+html_new+";"+ \ |
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550 "mv -f "+html_new+" "+html_name) |
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551 ;*************************************************************************** |
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552 ; output plots |
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553 ;*************************************************************************** |
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554 output_dir = model_name+"/co2" |
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555 |
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556 system("mv *.png " + output_dir) |
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557 ;*************************************************************************** |
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558 end |