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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 ; read in data: observed |
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13 ;************************************************ |
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14 diri = "/fis/cgd/cseg/people/jeff/clamp_data/co2/" |
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15 fili = "co2_globalView_98.nc" |
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16 g = addfile (diri+fili,"r") |
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17 val = g->CO2_SEAS |
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18 lon = g->LON |
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19 lat = g->LAT |
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20 sta = chartostring(g->STATION) |
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21 delete (g) |
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22 |
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23 ;print (sta(0)) |
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24 |
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25 ncase = dimsizes(lat) |
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26 ;print (ncase) |
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27 |
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28 ;************************************************************** |
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29 ; get only the lowest level at each station |
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30 ;************************************************************** |
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31 lat_tmp = lat |
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32 lat_tmp@_FillValue = 1.e+36 |
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33 |
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34 do n = 0,ncase-1 |
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35 if (.not. ismissing(lat_tmp(n))) then |
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36 indexes = ind(lat(n) .eq. lat .and. lon(n) .eq. lon) |
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37 if (dimsizes(indexes) .gt. 1) then |
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38 lat_tmp(indexes(1:)) = lat_tmp@_FillValue |
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39 end if |
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40 delete (indexes) |
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41 end if |
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42 end do |
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43 |
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44 indexes = ind(.not. ismissing(lat_tmp)) |
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45 ;print (dimsizes(indexes)) |
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46 ;print (indexes) |
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47 |
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48 lat_ob = lat(indexes) |
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49 lon_ob = lon(indexes) |
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50 val_ob = val(indexes,:) |
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51 ;printVarSummary (val_ob) |
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52 ;print (lat_ob +"/"+lon_ob) |
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53 |
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54 ;************************************************ |
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55 ; read in model data |
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56 ;************************************************ |
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57 diri2 = "/fis/cgd/cseg/people/jeff/clamp_data/model/" |
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58 ; fili2 = "b30.061m_401_425_MONS_climo_atm.nc" |
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59 fili2 = "b30.061n_1995-2004_MONS_climo_atm.nc" |
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60 |
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61 g = addfile(diri2+fili2,"r") |
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62 x = g->CO2 |
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63 xi = g->lon |
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64 yi = g->lat |
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65 xdim = dimsizes(x) |
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66 nlev = xdim(1) |
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67 y = x(:,0,:,:) |
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68 ; printVarSummary (y) |
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69 |
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70 ; get the co2 at the lowest level |
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71 y = x(:,nlev-1,:,:) |
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72 |
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73 ; change to unit of observed (u mol/mol) |
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74 ; Model_units [=] kgCO2 / kgDryAir |
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75 ; 28.966 = molecular weight of dry air |
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76 ; 44. = molecular weight of CO2 |
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77 ; u mol = 1e-6 mol |
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78 |
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79 factor = (28.966/44.) * 1e6 |
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80 y = y * factor |
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81 |
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82 y@_FillValue = 1.e36 |
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83 y@units = "u mol/mol" |
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84 ; y = where(y0 .lt. 287.,y@_FillValue,y) |
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85 ; printVarSummary (y) |
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86 ; print (min(y)+"/"+max(y)) |
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87 |
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88 ; interpolate into observed station |
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89 ; note: model is 0-360E, 90S-90N |
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90 |
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91 ; to be able to handle observation at (-89.98,-24.80) |
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92 print (yi(0)) |
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93 yi(0) = -90. |
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94 |
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95 i = ind(lon_ob .lt. 0.) |
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96 lon_ob(i) = lon_ob(i) + 360. |
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97 |
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98 yo = linint2_points_Wrap(xi,yi,y,True,lon_ob,lat_ob,0) |
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99 |
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100 val_model = yo(pts|:,time|:) |
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101 val_model_0 = val_model |
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102 ; printVarSummary (val_model) |
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103 ; print (min(val_model)+"/"+max(val_model)) |
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104 |
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105 ; remove annual mean |
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106 val_model = val_model - conform(val_model,dim_avg(val_model),0) |
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107 ; print (min(val_model)+"/"+max(val_model)) |
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108 |
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109 nzone = 4 |
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110 |
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111 ;******************************************************************* |
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112 ; for table -- zone |
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113 ;******************************************************************* |
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114 ; table header name |
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115 table_header_name = "Zone" |
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116 |
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117 ; column (not including header column) |
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118 col_header_zone = (/"Stations","Amplitude Ratio", \ |
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119 "Correlation Coef","M score","Combined Score"/) |
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120 ncol_zone = dimsizes(col_header_zone ) |
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121 |
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122 ; row (not including header row) |
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123 row_header_zone = (/"60N-90N","30N-60N","EQ-30N","90S-EQ","Total"/) |
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124 nrow_zone = dimsizes(row_header_zone) |
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125 |
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126 ; arrays to be passed to table. |
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127 value_zone = new ((/nrow_zone, ncol_zone/),string ) |
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128 ;-------------------------------------------------------------------- |
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129 |
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130 table_length_zone = 0.4 |
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131 |
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132 ; Table header |
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133 ncr1 = (/1,1/) ; 1 row, 1 column |
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134 x1 = (/0.005,0.15/) ; Start and end X |
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135 y1 = (/0.900,0.995/) ; Start and end Y |
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136 text1 = table_header_name |
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137 res1 = True |
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138 res1@txFontHeightF = 0.03 |
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139 res1@gsFillColor = "CornFlowerBlue" |
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140 |
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141 ; Column header (equally space in x2) |
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142 ncr2 = (/1,ncol_zone/) ; 1 rows, 5 columns |
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143 x2 = (/x1(1),0.995/) ; start from end of x1 |
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144 y2 = y1 ; same as y1 |
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145 text2 = col_header_zone |
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146 res2 = True |
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147 res2@txFontHeightF = 0.015 |
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148 res2@gsFillColor = "Gray" |
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149 |
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150 ; Row header (equally space in y2) |
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151 ncr3 = (/nrow_zone,1/) ; 5 rows, 1 columns |
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152 x3 = x1 ; same as x1 |
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153 y3 = (/1.0-table_length_zone,0.900/) ; end at start of y1 |
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154 text3 = row_header_zone |
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155 res3 = True |
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156 res3@txFontHeightF = 0.02 |
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157 res3@gsFillColor = "Gray" |
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158 |
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159 ; Main table body |
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160 ncr4 = (/nrow_zone,ncol_zone/) ; 5 rows, 5 columns |
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161 x4 = x2 ; Start and end x |
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162 y4 = y3 ; Start and end Y |
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163 text4 = new((/nrow_zone,ncol_zone/),string) |
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164 |
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165 color_fill4 = new((/nrow_zone,ncol_zone/),string) |
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166 color_fill4 = "white" |
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167 color_fill4(:,ncol_zone-1) = "grey" |
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168 |
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169 res4 = True ; Set up resource list |
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170 ; res4@gsnDebug = True ; Useful to print NDC row,col values used. |
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171 res4@txFontHeightF = 0.02 |
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172 res4@gsFillColor = color_fill4 |
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173 |
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174 delete (color_fill4) |
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175 |
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176 ;******************************************************************* |
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177 ; for table -- station |
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178 ;******************************************************************* |
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179 ; column (not including header column) |
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180 col_header_sta = (/"Latitude","Longitude","Amplitude Ratio", \ |
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181 "Correlation Coef","M score","Combined Score"/) |
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182 ncol_sta = dimsizes(col_header_sta ) |
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183 ;------------------------------------------------------------------- |
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184 |
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185 ; Table header |
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186 ncr5 = (/1,1/) ; 1 row, 1 column |
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187 x5 = (/0.005,0.15/) ; Start and end X |
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188 y5 = (/0.900,0.995/) ; Start and end Y |
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189 res5 = True |
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190 res5@txFontHeightF = 0.02 |
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191 res5@gsFillColor = "CornFlowerBlue" |
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192 |
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193 ; Column header (equally space in x2) |
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194 ncr6 = (/1,ncol_sta/) ; 1 rows, 5 columns |
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195 x6 = (/x5(1),0.995/) ; start from end of x1 |
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196 y6 = y5 ; same as y1 |
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197 text6 = col_header_sta |
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198 res6 = True |
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199 res6@txFontHeightF = 0.012 |
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200 res6@gsFillColor = "Gray" |
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201 |
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202 ; Row header (equally space in y2) |
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203 |
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204 res7 = True |
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205 res7@txFontHeightF = 0.015 |
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206 res7@gsFillColor = "Gray" |
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207 ;-------------------------------------------------------------- |
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208 ; for station line plot |
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209 |
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210 ; for x-axis in xyplot |
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211 mon = ispan(1,12,1) |
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212 mon@long_name = "month" |
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213 |
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214 plot_type = "ps" |
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215 plot_type_new = "png" |
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216 |
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217 res = True ; plot mods desired |
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218 res@xyLineThicknesses = (/2.0,2.0,2.0/) ; make 2nd lines thicker |
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219 res@xyLineColors = (/"red","black"/) ; change line color |
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220 |
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221 ; Add a boxed legend using the more simple method |
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222 |
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223 res@pmLegendDisplayMode = "Always" |
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224 ; res@pmLegendWidthF = 0.1 |
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225 res@pmLegendWidthF = 0.08 |
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226 res@pmLegendHeightF = 0.06 |
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227 ; res@pmLegendOrthogonalPosF = -1.17 |
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228 ; res@pmLegendOrthogonalPosF = -1.00 ;(downward) |
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229 res@pmLegendOrthogonalPosF = -0.30 ;(downward) |
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230 |
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231 ; res@pmLegendParallelPosF = 0.18 |
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232 res@pmLegendParallelPosF = 0.23 ;(rightward) |
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233 |
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234 ; res@lgPerimOn = False |
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235 res@lgLabelFontHeightF = 0.015 |
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236 res@xyExplicitLegendLabels = (/"b30.061n","observed"/) |
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237 ;------------------------------------------------------------------- |
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238 |
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239 do z = 0,nzone-1 |
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240 |
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241 if (z .eq. 0) then |
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242 ; maximum score for the zone, 60N-90N |
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243 zone = "60N-90N" |
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244 score_max = 5.0 |
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245 ; index of stations in this zone |
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246 ind_z = ind(lat_ob .ge. 60.) |
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247 ; print (ind_z) |
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248 ; print (lat_ob(ind_z)+"/"+lon_ob(ind_z)) |
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249 ; print (val_ob(ind_z,:)) |
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250 ; print (val_model(ind_z,:)) |
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251 end if |
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252 |
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253 if (z .eq. 1) then |
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254 ; maximum score for the zone, 30N-60N |
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255 zone = "30N-60N" |
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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. 30. .and. lat_ob .lt. 60.) |
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259 ; print (ind_z) |
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260 ; print (lat_ob(ind_z)+"/"+lon_ob(ind_z)) |
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261 ; print (val_ob(ind_z,:)) |
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262 ; print (val_model(ind_z,:)) |
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263 end if |
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264 |
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265 if (z .eq. 2) then |
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266 ; maximum score for the zone, EQ-30N |
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267 zone = "EQ-30N" |
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268 score_max = 5.0 |
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269 ; index of stations in this zone |
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270 ind_z = ind(lat_ob .ge. 0. .and. lat_ob .lt. 30.) |
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271 ; print (ind_z) |
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272 ; print (lat_ob(ind_z)+"/"+lon_ob(ind_z)) |
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273 ; print (val_ob(ind_z,:)) |
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274 ; print (val_model(ind_z,:)) |
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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 ; print (ind_z) |
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284 ; print (lat_ob(ind_z)+"/"+lon_ob(ind_z)) |
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285 ; print (val_ob(ind_z,:)) |
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286 ; print (val_model(ind_z,:)) |
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287 end if |
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288 |
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289 npts = dimsizes(ind_z) |
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290 print (npts) |
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291 ;------------------------------------------------------------------------- |
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292 ; for metric table computation |
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293 |
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294 amp_ob = new((/npts/),float) |
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295 amp_model = new((/npts/),float) |
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296 |
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297 amp_ratio_sta = new((/npts/),float) |
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298 ccr_sta = new((/npts/),float) |
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299 M_sta = new((/npts/),float) |
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300 score_sta = new((/npts/),float) |
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301 |
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302 ;---------------------- |
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303 ; for table -- station |
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304 ;---------------------- |
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305 |
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306 ; row (not including header row) |
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307 nrow_sta = npts |
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308 |
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309 ; Table header |
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310 ncr5 = (/1,1/) ; 1 row, 1 column |
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311 x5 = (/0.005,0.15/) ; Start and end X |
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312 y5 = (/0.900,0.995/) ; Start and end Y |
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313 res5 = True |
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314 res5@txFontHeightF = 0.02 |
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315 res5@gsFillColor = "CornFlowerBlue" |
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316 |
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317 ; Column header (equally space in x2) |
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318 ncr6 = (/1,ncol_sta/) ; 1 rows, 5 columns |
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319 x6 = (/x1(1),0.995/) ; start from end of x1 |
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320 y6 = y1 ; same as y1 |
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321 text6 = col_header_sta |
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322 res6 = True |
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323 res6@txFontHeightF = 0.012 |
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324 res6@gsFillColor = "Gray" |
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325 |
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326 ; Row header (equally space in y2) |
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327 ncr7 = (/nrow_sta,1/) ; 5 rows, 1 columns |
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328 x7 = x1 ; same as x1 |
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329 ; y7 = (/1.0-table_length_sta,0.900/) ; end at start of y1 |
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330 text7 = new((/nrow_sta/),string) |
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331 res7 = True |
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332 res7@txFontHeightF = 0.015 |
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333 res7@gsFillColor = "Gray" |
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334 ;------------------------------------------------------------------------- |
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335 ; for station line plot |
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336 |
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337 npts_str = "" |
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338 npts_str = npts |
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339 ; print (npts_str) |
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340 |
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341 plot_data = new((/2,12,npts/),float) |
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342 plot_data_0 = new((/12,npts/),float) |
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343 |
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344 plot_data!0 = "case" |
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345 plot_data!1 = "month" |
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346 plot_data!2 = "pts" |
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347 plot_data@long_name = "CO2 Seasonal" |
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348 |
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349 plot_data_0!0 = "month" |
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350 plot_data_0!1 = "pts" |
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351 plot_data_0@long_name = "CO2" |
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352 ;-------------------------------------------------------------------------- |
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353 do n=0,npts-1 |
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354 amp_ob(n) = max(val_ob(ind_z(n),:)) - min(val_ob(ind_z(n),:)) |
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355 amp_model(n) = max(val_model(ind_z(n),:)) - min(val_model(ind_z(n),:)) |
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356 |
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357 amp_ratio_sta(n) = amp_model(n)/amp_ob(n) |
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358 ccr_sta(n) = esccr(val_ob(ind_z(n),:),val_model(ind_z(n),:),0) |
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359 M_sta(n) = 1.-abs(amp_ratio_sta(n)-1.) |
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360 score_sta(n) = (ccr_sta(n)*ccr_sta(n) + M_sta(n))*0.5 * score_max |
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361 |
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362 print (sta(ind_z(n))+"/"+lat(ind_z(n))+"/"+lon(ind_z(n))+"/"+amp_ratio_sta(n)+"/"+ccr_sta(n)+"/"+M_sta(n)+"/"+score_sta(n)) |
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363 ;---------------------------------------------------------------------- |
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364 ; for station line plot |
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365 |
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366 plot_data(0,:,n) = (/val_model(ind_z(n),:)/) |
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367 plot_data(1,:,n) = (/val_ob(ind_z(n),:)/) |
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368 |
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369 plot_data_0(:,n) = (/val_model_0(ind_z(n),:)/) |
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370 |
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371 plot_name = sta(ind_z(n)) |
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372 title = plot_name+"("+lat(ind_z(n))+","+lon(ind_z(n))+")" |
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373 ; print (title) |
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374 ; print (plot_name) |
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375 |
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376 wks = gsn_open_wks (plot_type,plot_name) ; open workstation |
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377 ;------------------------------------------ |
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378 ; for panel plot |
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379 |
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380 plot=new(2,graphic) ; create graphic array |
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381 res@gsnFrame = False ; Do not draw plot |
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382 res@gsnDraw = False ; Do not advance frame |
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383 |
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384 pres = True ; panel plot mods desired |
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385 pres@gsnPanelYWhiteSpacePercent = 5 ; increase white space around |
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386 ; indiv. plots in panel |
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387 pres@gsnMaximize = True ; fill the page |
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388 ;------------------------------------------ |
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389 res@tiMainString = title ; add title |
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390 |
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391 plot(0)=gsn_csm_xy(wks,mon,plot_data(:,:,n),res) ; create plot 1 |
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392 |
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393 plot(1)=gsn_csm_xy(wks,mon,plot_data_0(:,n),res) ; create plot 2 |
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394 |
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395 gsn_panel(wks,plot,(/2,1/),pres) ; create panel plot |
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396 |
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397 system("convert "+plot_name+"."+plot_type+" "+plot_name+"."+plot_type_new) |
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398 system("rm "+plot_name+"."+plot_type) |
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399 clear (wks) |
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400 ;--------------------------------------------------------------------------- |
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401 end do |
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402 ;------------------------------------------------------------------------- |
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403 ; for line plot in a zone |
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404 |
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405 plot_name = "All_"+npts_str |
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406 title = plot_name + " in "+ zone |
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407 ; print (title) |
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408 ; print (plot_name) |
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409 |
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410 wks = gsn_open_wks (plot_type,plot_name) ; open workstation |
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411 ;----------------------------------------- |
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412 ; for panel plot |
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413 |
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414 plot=new(2,graphic) ; create graphic array |
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415 res@gsnFrame = False ; Do not draw plot |
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416 res@gsnDraw = False ; Do not advance frame |
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417 |
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418 pres = True ; panel plot mods desired |
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419 pres@gsnPanelYWhiteSpacePercent = 5 ; increase white space around |
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420 ; indiv. plots in panel |
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421 pres@gsnMaximize = True ; fill the page |
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422 ;----------------------------------------- |
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423 res@tiMainString = title ; add title |
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424 |
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425 plot(0) = gsn_csm_xy (wks,mon,dim_avg_Wrap(plot_data),res) ; create plot 1 |
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426 |
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427 plot(1) = gsn_csm_xy (wks,mon,dim_avg_Wrap(plot_data_0),res) ; create plot 2 |
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428 |
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429 gsn_panel(wks,plot,(/2,1/),pres) ; create panel plot |
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430 |
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431 system("convert "+plot_name+"."+plot_type+" "+plot_name+"."+plot_type_new) |
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432 system("rm "+plot_name+"."+plot_type) |
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433 |
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434 clear (wks) |
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435 ; delete (ind_z) |
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436 delete (plot_data) |
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437 delete (plot_data_0) |
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438 ;--------------------------------------------------------------------------- |
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439 ; for zone table value |
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440 |
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441 amp_ratio_zone = avg(amp_ratio_sta) |
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442 ccr_zone = avg(ccr_sta) |
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443 M_zone = 1.- (sum(abs(amp_model-amp_ob)/(amp_model+amp_ob))/npts) |
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444 score_zone = (ccr_zone*ccr_zone + M_zone)*0.5 * score_max |
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445 |
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446 print (npts+"/"+amp_ratio_zone+"/"+ccr_zone+"/"+M_zone+"/"+score_zone) |
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447 |
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448 text4(z,0) = sprintf("%5.2f", npts) |
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449 text4(z,1) = sprintf("%5.2f", amp_ratio_zone) |
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450 text4(z,2) = sprintf("%5.2f", ccr_zone) |
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451 text4(z,3) = sprintf("%5.2f", M_zone) |
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452 text4(z,4) = sprintf("%5.2f", score_zone) |
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453 ;--------------------------------------------------------------------------- |
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454 ; plot station table |
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455 ;---------------------------------- |
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456 ; header value for station table |
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457 text5 = zone |
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458 |
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459 ; row value for station table |
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460 text7 = sta(ind_z) |
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461 |
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462 if (z .eq. 0) then |
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463 table_length_sta = 0.5 |
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464 end if |
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465 if (z .eq. 1) then |
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466 table_length_sta = 0.995 |
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467 end if |
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468 if (z .eq. 2) then |
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469 table_length_sta = 0.8 |
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470 end if |
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471 if (z .eq. 3) then |
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472 table_length_sta = 0.8 |
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473 end if |
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474 |
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475 x7 = x5 |
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476 y7 = (/1.0-table_length_sta,0.900/) ; end at start of y1 |
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477 |
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478 ; Main table body |
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479 ncr8 = (/nrow_sta,ncol_sta/) ; 5 rows, 5 columns |
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480 x8 = x6 ; Start and end x |
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481 y8 = y7 ; Start and end Y |
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482 text8 = new((/nrow_sta,ncol_sta/),string) |
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483 |
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484 color_fill8 = text8 |
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485 color_fill8 = "white" |
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486 color_fill8(:,ncol_sta-1) = "grey" |
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487 |
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488 res8 = True ; Set up resource list |
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489 res8@gsnDebug = True ; Useful to print NDC row,col values used. |
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490 res8@txFontHeightF = 0.02 |
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491 res8@gsFillColor = color_fill8 |
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492 |
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493 delete (color_fill8) |
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494 |
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495 ; table value for station table |
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496 text8(:,0) = sprintf("%5.2f", (/lat(ind_z)/)) |
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497 text8(:,1) = sprintf("%5.2f", (/lon(ind_z)/)) |
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498 text8(:,2) = sprintf("%5.2f", (/amp_ratio_sta/)) |
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499 text8(:,3) = sprintf("%5.2f", (/ccr_sta/)) |
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500 text8(:,4) = sprintf("%5.2f", (/M_sta/)) |
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501 text8(:,5) = sprintf("%5.2f", (/score_sta/)) |
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502 |
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503 plot_name = "table_sta." + zone |
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504 |
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505 wks = gsn_open_wks (plot_type,plot_name) ; open workstation |
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506 |
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507 gsn_table(wks,ncr5,x5,y5,text5,res5) |
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508 gsn_table(wks,ncr6,x6,y6,text6,res6) |
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509 gsn_table(wks,ncr7,x7,y7,text7,res7) |
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510 gsn_table(wks,ncr8,x8,y8,text8,res8) |
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511 |
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512 frame(wks) |
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513 |
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514 system("convert "+plot_name+"."+plot_type+" "+plot_name+"."+plot_type_new) |
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515 system("rm "+plot_name+"."+plot_type) |
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516 |
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517 delete (ind_z) |
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518 delete (amp_model) |
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519 delete (amp_ob) |
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520 delete (amp_ratio_sta) |
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521 delete (ccr_sta) |
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522 delete (M_sta) |
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523 delete (score_sta) |
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524 delete (text7) |
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525 delete (text8) |
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526 delete (res7) |
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527 delete (res8) |
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528 clear (wks) |
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529 end do |
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530 ;************************************************** |
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531 ; plot zone table |
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532 ;************************************************** |
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533 |
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534 text4(4,0) = sum(stringtofloat(text4(0:3,0))) |
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535 text4(4,1) = 0. |
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536 text4(4,2) = 0. |
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537 text4(4,3) = 0. |
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538 text4(4,4) = sum(stringtofloat(text4(0:3,4))) |
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539 |
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540 plot_name = "table_zone" |
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541 wks = gsn_open_wks (plot_type,plot_name) ; open workstation |
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542 |
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543 gsn_table(wks,ncr1,x1,y1,text1,res1) |
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544 gsn_table(wks,ncr2,x2,y2,text2,res2) |
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545 gsn_table(wks,ncr3,x3,y3,text3,res3) |
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546 gsn_table(wks,ncr4,x4,y4,text4,res4) |
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547 |
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548 frame(wks) |
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549 |
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550 system("convert "+plot_name+"."+plot_type+" "+plot_name+"."+plot_type_new) |
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551 system("rm "+plot_name+"."+plot_type) |
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552 |
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553 end |