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1 ; *********************************************** |
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2 ; combine 19.metric_plot.ncl and 24.lines.ncl |
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3 ; *********************************************** |
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4 load "$NCARG_ROOT/lib/ncarg/nclscripts/csm/gsn_code.ncl.test" |
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5 load "$NCARG_ROOT/lib/ncarg/nclscripts/csm/gsn_csm.ncl.test" |
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6 load "$NCARG_ROOT/lib/ncarg/nclscripts/csm/contributed.ncl" |
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7 ;load "/fis/cgd/cseg/people/jeff/clamp/co2/metrics_table.ncl" |
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8 ;************************************************ |
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9 begin |
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10 ;************************************************ |
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11 ; read in data: observed |
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12 ;************************************************ |
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13 diri = "/fis/cgd/cseg/people/jeff/clamp_data/co2/" |
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14 fili = "co2_globalView_98.nc" |
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15 g = addfile (diri+fili,"r") |
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16 val = g->CO2_SEAS |
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17 lon = g->LON |
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18 lat = g->LAT |
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19 sta = chartostring(g->STATION) |
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20 delete (g) |
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21 |
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22 ;print (sta(0)) |
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23 |
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24 ncase = dimsizes(lat) |
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25 ;print (ncase) |
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26 |
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27 ;************************************************************** |
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28 ; get only the lowest level at each station |
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29 ;************************************************************** |
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30 lat_tmp = lat |
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31 lat_tmp@_FillValue = 1.e+36 |
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32 |
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33 do n = 0,ncase-1 |
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34 if (.not. ismissing(lat_tmp(n))) then |
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35 indexes = ind(lat(n) .eq. lat .and. lon(n) .eq. lon) |
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36 if (dimsizes(indexes) .gt. 1) then |
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37 lat_tmp(indexes(1:)) = lat_tmp@_FillValue |
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38 end if |
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39 delete (indexes) |
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40 end if |
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41 end do |
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42 |
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43 indexes = ind(.not. ismissing(lat_tmp)) |
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44 ;print (dimsizes(indexes)) |
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45 ;print (indexes) |
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46 |
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47 lat_ob = lat(indexes) |
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48 lon_ob = lon(indexes) |
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49 val_ob = val(indexes,:) |
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50 ;printVarSummary (val_ob) |
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51 ;print (lat_ob +"/"+lon_ob) |
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52 |
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53 ;************************************************ |
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54 ; read in model data |
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55 ;************************************************ |
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56 diri2 = "/fis/cgd/cseg/people/jeff/clamp_data/model/" |
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57 ; fili2 = "b30.061m_401_425_MONS_climo_atm.nc" |
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58 fili2 = "b30.061n_1995-2004_MONS_climo_atm.nc" |
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59 |
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60 g = addfile(diri2+fili2,"r") |
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61 x = g->CO2 |
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62 xi = g->lon |
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63 yi = g->lat |
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64 xdim = dimsizes(x) |
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65 nlev = xdim(1) |
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66 y = x(:,0,:,:) |
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67 ; printVarSummary (y) |
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68 |
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69 ; get the co2 at the lowest level |
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70 y = x(:,nlev-1,:,:) |
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71 |
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72 ; change to unit of observed (u mol/mol) |
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73 ; Model_units [=] kgCO2 / kgDryAir |
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74 ; 28.966 = molecular weight of dry air |
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75 ; 44. = molecular weight of CO2 |
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76 ; u mol = 1e-6 mol |
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77 |
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78 factor = (28.966/44.) * 1e6 |
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79 y = y * factor |
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80 |
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81 y@_FillValue = 1.e36 |
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82 y@units = "u mol/mol" |
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83 ; y = where(y0 .lt. 287.,y@_FillValue,y) |
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84 ; printVarSummary (y) |
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85 ; print (min(y)+"/"+max(y)) |
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86 |
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87 ; interpolate into observed station |
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88 ; note: model is 0-360E, 90S-90N |
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89 |
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90 ; to be able to handle observation at (-89.98,-24.80) |
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91 print (yi(0)) |
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92 yi(0) = -90. |
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93 |
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94 i = ind(lon_ob .lt. 0.) |
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95 lon_ob(i) = lon_ob(i) + 360. |
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96 |
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97 yo = linint2_points_Wrap(xi,yi,y,True,lon_ob,lat_ob,0) |
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98 |
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99 val_model = yo(pts|:,time|:) |
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100 val_model_0 = val_model |
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101 ; printVarSummary (val_model) |
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102 ; print (min(val_model)+"/"+max(val_model)) |
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103 |
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104 ; remove annual mean |
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105 val_model = val_model - conform(val_model,dim_avg(val_model),0) |
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106 ; print (min(val_model)+"/"+max(val_model)) |
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107 |
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108 nzone = 4 |
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109 |
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110 ;******************************************************************* |
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111 ; for table -- zone |
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112 ;******************************************************************* |
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113 ; table header name |
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114 table_header_name = "Zone" |
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115 |
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116 ; column (not including header column) |
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117 col_header_zone = (/"Stations","Amplitude Ratio", \ |
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118 "Correlation Coef","M score","Combined Score"/) |
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119 ncol_zone = dimsizes(col_header_zone ) |
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120 |
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121 ; row (not including header row) |
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122 row_header_zone = (/"60N-90N","30N-60N","EQ-30N","90S-EQ","Total"/) |
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123 nrow_zone = dimsizes(row_header_zone) |
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124 |
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125 ; arrays to be passed to table. |
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126 value_zone = new ((/nrow_zone, ncol_zone/),string ) |
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127 ;-------------------------------------------------------------------- |
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128 |
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129 table_length_zone = 0.4 |
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130 |
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131 ; Table header |
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132 ncr1 = (/1,1/) ; 1 row, 1 column |
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133 x1 = (/0.005,0.15/) ; Start and end X |
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134 y1 = (/0.900,0.995/) ; Start and end Y |
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135 text1 = table_header_name |
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136 res1 = True |
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137 res1@txFontHeightF = 0.03 |
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138 res1@gsFillColor = "CornFlowerBlue" |
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139 |
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140 ; Column header (equally space in x2) |
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141 ncr2 = (/1,ncol_zone/) ; 1 rows, 5 columns |
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142 x2 = (/x1(1),0.995/) ; start from end of x1 |
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143 y2 = y1 ; same as y1 |
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144 text2 = col_header_zone |
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145 res2 = True |
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146 res2@txFontHeightF = 0.015 |
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147 res2@gsFillColor = "Gray" |
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148 |
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149 ; Row header (equally space in y2) |
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150 ncr3 = (/nrow_zone,1/) ; 5 rows, 1 columns |
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151 x3 = x1 ; same as x1 |
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152 y3 = (/1.0-table_length_zone,0.900/) ; end at start of y1 |
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153 text3 = row_header_zone |
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154 res3 = True |
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155 res3@txFontHeightF = 0.02 |
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156 res3@gsFillColor = "Gray" |
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157 |
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158 ; Main table body |
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159 ncr4 = (/nrow_zone,ncol_zone/) ; 5 rows, 5 columns |
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160 x4 = x2 ; Start and end x |
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161 y4 = y3 ; Start and end Y |
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162 text4 = new((/nrow_zone,ncol_zone/),string) |
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163 |
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164 color_fill4 = new((/nrow_zone,ncol_zone/),string) |
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165 color_fill4 = "white" |
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166 color_fill4(:,ncol_zone-1) = "grey" |
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167 |
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168 res4 = True ; Set up resource list |
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169 ; res4@gsnDebug = True ; Useful to print NDC row,col values used. |
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170 res4@txFontHeightF = 0.02 |
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171 res4@gsFillColor = color_fill4 |
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172 |
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173 delete (color_fill4) |
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174 |
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175 ;******************************************************************* |
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176 ; for table -- station |
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177 ;******************************************************************* |
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178 ; table header name |
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179 table_header_name = "Zone" |
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180 |
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181 ; column (not including header column) |
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182 col_header_zone = (/"Stations","Amplitude Ratio", \ |
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183 "Correlation Coef","M score","Combined Score"/) |
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184 ncol_zone = dimsizes(col_header_zone ) |
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185 |
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186 ; row (not including header row) |
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187 row_header_zone = (/"60N-90N","30N-60N","EQ-30N","90S-EQ","Total"/) |
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188 nrow_zone = dimsizes(row_header_zone) |
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189 |
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190 ; arrays to be passed to table. |
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191 value_zone = new ((/nrow_zone, ncol_zone/),string ) |
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192 ;------------------------------------------------------------------- |
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193 |
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194 table_length_zone = 0.4 |
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195 |
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196 ; Table header |
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197 ncr1 = (/1,1/) ; 1 row, 1 column |
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198 x1 = (/0.005,0.15/) ; Start and end X |
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199 y1 = (/0.900,0.995/) ; Start and end Y |
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200 text1 = table_header_name |
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201 res1 = True |
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202 res1@txFontHeightF = 0.03 |
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203 res1@gsFillColor = "CornFlowerBlue" |
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204 |
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205 ; Column header (equally space in x2) |
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206 ncr2 = (/1,ncol_zone/) ; 1 rows, 5 columns |
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207 x2 = (/x1(1),0.995/) ; start from end of x1 |
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208 y2 = y1 ; same as y1 |
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209 text2 = col_header_zone |
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210 res2 = True |
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211 res2@txFontHeightF = 0.015 |
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212 res2@gsFillColor = "Gray" |
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213 |
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214 ; Row header (equally space in y2) |
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215 ncr3 = (/nrow_zone,1/) ; 5 rows, 1 columns |
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216 x3 = x1 ; same as x1 |
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217 y3 = (/1.0-table_length_zone,0.900/) ; end at start of y1 |
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218 text3 = row_header_zone |
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219 res3 = True |
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220 res3@txFontHeightF = 0.02 |
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221 res3@gsFillColor = "Gray" |
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222 |
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223 ; Main table body |
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224 ncr4 = (/nrow_zone,ncol_zone/) ; 5 rows, 5 columns |
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225 x4 = x2 ; Start and end x |
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226 y4 = y3 ; Start and end Y |
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227 text4 = new((/nrow_zone,ncol_zone/),string) |
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228 |
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229 color_fill4 = new((/nrow_zone,ncol_zone/),string) |
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230 color_fill4 = "white" |
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231 color_fill4(:,ncol_zone-1) = "grey" |
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232 |
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233 res4 = True ; Set up resource list |
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234 ; res4@gsnDebug = True ; Useful to print NDC row,col values used. |
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235 res4@txFontHeightF = 0.02 |
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236 res4@gsFillColor = color_fill4 |
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237 |
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238 delete (color_fill4) |
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239 ;-------------------------------------------------------------- |
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240 ; for station line plot |
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241 |
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242 ; for x-axis in xyplot |
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243 mon = ispan(1,12,1) |
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244 mon@long_name = "month" |
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245 |
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246 plot_type = "ps" |
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247 plot_type_new = "png" |
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248 |
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249 res = True ; plot mods desired |
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250 res@xyLineThicknesses = (/2.0,2.0,2.0/) ; make 2nd lines thicker |
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251 res@xyLineColors = (/"red","black"/) ; change line color |
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252 |
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253 ; Add a boxed legend using the more simple method |
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254 |
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255 res@pmLegendDisplayMode = "Always" |
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256 ; res@pmLegendWidthF = 0.1 |
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257 res@pmLegendWidthF = 0.08 |
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258 res@pmLegendHeightF = 0.06 |
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259 ; res@pmLegendOrthogonalPosF = -1.17 |
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260 ; res@pmLegendOrthogonalPosF = -1.00 ;(downward) |
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261 res@pmLegendOrthogonalPosF = -0.30 ;(downward) |
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262 |
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263 ; res@pmLegendParallelPosF = 0.18 |
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264 res@pmLegendParallelPosF = 0.23 ;(rightward) |
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265 |
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266 ; res@lgPerimOn = False |
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267 res@lgLabelFontHeightF = 0.015 |
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268 res@xyExplicitLegendLabels = (/"b30.061n","observed"/) |
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269 ;------------------------------------------------------------------- |
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270 |
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271 do z = 0,nzone-1 |
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272 |
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273 if (z .eq. 0) then |
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274 ; maximum score for the zone, 60N-90N |
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275 zone = "60N-90N" |
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276 score_max = 5.0 |
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277 ; index of stations in this zone |
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278 ind_z = ind(lat_ob .ge. 60.) |
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279 ; print (ind_z) |
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280 ; print (lat_ob(ind_z)+"/"+lon_ob(ind_z)) |
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281 ; print (val_ob(ind_z,:)) |
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282 ; print (val_model(ind_z,:)) |
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283 end if |
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284 |
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285 if (z .eq. 1) then |
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286 ; maximum score for the zone, 30N-60N |
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287 zone = "30N-60N" |
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288 score_max = 5.0 |
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289 ; index of stations in this zone |
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290 ind_z = ind(lat_ob .ge. 30. .and. lat_ob .lt. 60.) |
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291 ; print (ind_z) |
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292 ; print (lat_ob(ind_z)+"/"+lon_ob(ind_z)) |
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293 ; print (val_ob(ind_z,:)) |
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294 ; print (val_model(ind_z,:)) |
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295 end if |
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296 |
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297 if (z .eq. 2) then |
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298 ; maximum score for the zone, EQ-30N |
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299 zone = "EQ-30N" |
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300 score_max = 5.0 |
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301 ; index of stations in this zone |
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302 ind_z = ind(lat_ob .ge. 0. .and. lat_ob .lt. 30.) |
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303 ; print (ind_z) |
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304 ; print (lat_ob(ind_z)+"/"+lon_ob(ind_z)) |
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305 ; print (val_ob(ind_z,:)) |
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306 ; print (val_model(ind_z,:)) |
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307 end if |
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308 |
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309 if (z .eq. 3) then |
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310 ; maximum score for the zone, 90S-EQ |
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311 zone = "90S-EQ" |
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312 score_max = 5.0 |
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313 ; index of stations in this zone |
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314 ind_z = ind(lat_ob .lt. 0. ) |
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315 ; print (ind_z) |
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316 ; print (lat_ob(ind_z)+"/"+lon_ob(ind_z)) |
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317 ; print (val_ob(ind_z,:)) |
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318 ; print (val_model(ind_z,:)) |
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319 end if |
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320 |
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321 npts = dimsizes(ind_z) |
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322 print (npts) |
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323 ;------------------------------------------------------------------------- |
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324 ; for metric table |
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325 |
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326 amp_ob = new((/npts/),float) |
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327 amp_model = new((/npts/),float) |
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328 |
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329 amp_ratio_sta = new((/npts/),float) |
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330 ccr_sta = new((/npts/),float) |
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331 M_sta = new((/npts/),float) |
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332 score_sta = new((/npts/),float) |
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333 ;------------------------------------------------------------------------- |
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334 ; for station line plot |
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335 |
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336 npts_str = "" |
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337 npts_str = npts |
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338 ; print (npts_str) |
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339 |
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340 plot_data = new((/2,12,npts/),float) |
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341 plot_data_0 = new((/12,npts/),float) |
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342 |
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343 plot_data!0 = "case" |
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344 plot_data!1 = "month" |
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345 plot_data!2 = "pts" |
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346 plot_data@long_name = "CO2 Seasonal" |
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347 |
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348 plot_data_0!0 = "month" |
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349 plot_data_0!1 = "pts" |
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350 plot_data_0@long_name = "CO2" |
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351 ;-------------------------------------------------------------------------- |
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352 do n=0,npts-1 |
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353 amp_ob(n) = max(val_ob(ind_z(n),:)) - min(val_ob(ind_z(n),:)) |
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354 amp_model(n) = max(val_model(ind_z(n),:)) - min(val_model(ind_z(n),:)) |
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355 |
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356 amp_ratio_sta(n) = amp_model(n)/amp_ob(n) |
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357 ccr_sta(n) = esccr(val_ob(ind_z(n),:),val_model(ind_z(n),:),0) |
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358 M_sta(n) = 1.-abs(amp_ratio_sta(n)-1.) |
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359 score_sta(n) = (ccr_sta(n)*ccr_sta(n) + M_sta(n))*0.5 * score_max |
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360 |
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361 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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362 ;---------------------------------------------------------------------- |
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363 ; for station line plot |
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364 |
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365 plot_data(0,:,n) = (/val_model(ind_z(n),:)/) |
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366 plot_data(1,:,n) = (/val_ob(ind_z(n),:)/) |
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367 |
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368 plot_data_0(:,n) = (/val_model_0(ind_z(n),:)/) |
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369 |
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370 plot_name = sta(ind_z(n)) |
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371 title = plot_name+"("+lat(ind_z(n))+","+lon(ind_z(n))+")" |
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372 ; print (title) |
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373 ; print (plot_name) |
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374 |
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375 wks = gsn_open_wks (plot_type,plot_name) ; open workstation |
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376 ;------------------------------------------ |
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377 ; for panel plot |
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378 |
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379 plot=new(2,graphic) ; create graphic array |
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380 res@gsnFrame = False ; Do not draw plot |
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381 res@gsnDraw = False ; Do not advance frame |
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382 |
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383 pres = True ; panel plot mods desired |
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384 pres@gsnPanelYWhiteSpacePercent = 5 ; increase white space around |
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385 ; indiv. plots in panel |
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386 pres@gsnMaximize = True ; fill the page |
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387 ;------------------------------------------ |
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388 res@tiMainString = title ; add title |
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389 |
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390 plot(0)=gsn_csm_xy(wks,mon,plot_data(:,:,n),res) ; create plot 1 |
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391 |
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392 plot(1)=gsn_csm_xy(wks,mon,plot_data_0(:,n),res) ; create plot 2 |
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393 |
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394 gsn_panel(wks,plot,(/2,1/),pres) ; create panel plot |
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395 |
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396 system("convert "+plot_name+"."+plot_type+" "+plot_name+"."+plot_type_new) |
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397 system("rm "+plot_name+"."+plot_type) |
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398 clear (wks) |
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399 ;--------------------------------------------------------------------------- |
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400 end do |
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401 ;------------------------------------------------------------------------- |
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402 ; for line plot in a zone |
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403 |
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404 plot_name = "All_"+npts_str |
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405 title = plot_name + " in "+ zone |
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406 ; print (title) |
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407 ; print (plot_name) |
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408 |
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409 wks = gsn_open_wks (plot_type,plot_name) ; open workstation |
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410 ;----------------------------------------- |
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411 ; for panel plot |
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412 |
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413 plot=new(2,graphic) ; create graphic array |
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414 res@gsnFrame = False ; Do not draw plot |
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415 res@gsnDraw = False ; Do not advance frame |
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416 |
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417 pres = True ; panel plot mods desired |
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418 pres@gsnPanelYWhiteSpacePercent = 5 ; increase white space around |
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419 ; indiv. plots in panel |
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420 pres@gsnMaximize = True ; fill the page |
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421 ;----------------------------------------- |
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422 res@tiMainString = title ; add title |
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423 |
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424 plot(0) = gsn_csm_xy (wks,mon,dim_avg_Wrap(plot_data),res) ; create plot 1 |
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425 |
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426 plot(1) = gsn_csm_xy (wks,mon,dim_avg_Wrap(plot_data_0),res) ; create plot 2 |
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427 |
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428 gsn_panel(wks,plot,(/2,1/),pres) ; create panel plot |
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429 |
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430 system("convert "+plot_name+"."+plot_type+" "+plot_name+"."+plot_type_new) |
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431 system("rm "+plot_name+"."+plot_type) |
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432 |
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433 clear (wks) |
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434 ; delete (ind_z) |
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435 delete (plot_data) |
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436 delete (plot_data_0) |
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437 ;--------------------------------------------------------------------------- |
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438 ; for zone table |
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439 |
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440 amp_ratio_zone = avg(amp_ratio_sta) |
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441 ccr_zone = avg(ccr_sta) |
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442 M_zone = 1.- (sum(abs(amp_model-amp_ob)/(amp_model+amp_ob))/npts) |
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443 score_zone = (ccr_zone*ccr_zone + M_zone)*0.5 * score_max |
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444 |
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445 print (npts+"/"+amp_ratio_zone+"/"+ccr_zone+"/"+M_zone+"/"+score_zone) |
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446 |
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447 text4(z,0) = sprintf("%5.2f", npts) |
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448 text4(z,1) = sprintf("%5.2f", amp_ratio_zone) |
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449 text4(z,2) = sprintf("%5.2f", ccr_zone) |
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450 text4(z,3) = sprintf("%5.2f", M_zone) |
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451 text4(z,4) = sprintf("%5.2f", score_zone) |
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452 ;--------------------------------------------------------------------------- |
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453 ; column for station table |
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454 case_sta = (/"Latitude","Longitude","Amplitude Ratio", \ |
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455 "Correlation Coef","M score","Combined Score"/) |
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456 nCase_sta = dimsizes(case_sta ) |
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457 |
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458 ; row for station table |
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459 var_sta = sta(ind_z) |
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460 nVar_sta = dimsizes(var_sta) |
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461 |
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462 ; arrays to be passed to diagram. |
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463 case_value_sta = new ((/nCase_sta, nVar_sta/),float ) |
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464 |
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465 case_value_sta(0,:) = (/lat(ind_z)/) |
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466 case_value_sta(1,:) = (/lon(ind_z)/) |
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467 case_value_sta(2,:) = (/amp_ratio_sta/) |
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468 case_value_sta(3,:) = (/ccr_sta/) |
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469 case_value_sta(4,:) = (/M_sta/) |
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470 case_value_sta(5,:) = (/score_sta/) |
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471 |
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472 ;************************************************** |
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473 ; plot station table |
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474 ;************************************************** |
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475 tt_opt = True |
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476 tt_opt@pltType= "png" ; "eps" [default], "pdf", "ps" |
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477 ; "png", "gif" [if you have ImageMajik 'convert'] |
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478 |
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479 tt_opt@tableTitle = "Zone "+ zone |
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480 plot_name = "table_sta." + zone |
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481 |
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482 ; metrics_table(plot_name, var_sta, case_sta , case_value_sta, tt_opt) |
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483 |
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484 delete (ind_z) |
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485 delete (amp_model) |
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486 delete (amp_ob) |
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487 delete (amp_ratio_sta) |
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488 delete (ccr_sta) |
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489 delete (M_sta) |
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490 delete (score_sta) |
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491 delete (var_sta) |
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492 delete (case_value_sta) |
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493 end do |
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494 ;************************************************** |
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495 ; plot zone table |
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496 ;************************************************** |
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497 |
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498 text4(4,0) = sum(stringtofloat(text4(0:3,0))) |
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499 text4(4,1) = 0. |
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500 text4(4,2) = 0. |
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501 text4(4,3) = 0. |
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502 text4(4,4) = sum(stringtofloat(text4(0:3,4))) |
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503 |
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504 plot_name = "table_zone" |
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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,ncr1,x1,y1,text1,res1) |
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508 gsn_table(wks,ncr2,x2,y2,text2,res2) |
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509 gsn_table(wks,ncr3,x3,y3,text3,res3) |
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510 gsn_table(wks,ncr4,x4,y4,text4,res4) |
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511 |
|
512 frame(wks) |
|
513 |
|
514 end |