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1 ;************************************************************ |
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2 load "$NCARG_ROOT/lib/ncarg/nclscripts/csm/gsn_code.ncl" |
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3 load "$NCARG_ROOT/lib/ncarg/nclscripts/csm/gsn_csm.ncl" |
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4 load "$NCARG_ROOT/lib/ncarg/nclscripts/csm/contributed.ncl" |
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5 ;************************************************************ |
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6 procedure set_line(lines:string,nline:integer,newlines:string) |
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7 begin |
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8 ; add line to ascci/html file |
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9 |
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10 nnewlines = dimsizes(newlines) |
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11 if(nline+nnewlines-1.ge.dimsizes(lines)) |
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12 print("set_line: bad index, not setting anything.") |
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13 return |
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14 end if |
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15 lines(nline:nline+nnewlines-1) = newlines |
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16 ; print ("lines = " + lines(nline:nline+nnewlines-1)) |
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17 nline = nline + nnewlines |
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18 return |
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19 end |
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20 ;************************************************************* |
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21 begin |
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22 |
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23 plot_type = "ps" |
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24 plot_type_new = "png" |
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25 |
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26 ;------------------------------------------------------ |
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27 ; edit table.html of current model for movel1_vs_model2 |
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28 |
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29 if (isvar("compare")) then |
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30 html_name2 = compare+"/table.html" |
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31 html_new2 = html_name2 +".new" |
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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 ;------------------------------------------------------ |
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41 ; read model data |
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42 |
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43 fm = addfile(dirm+film2,"r") |
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44 |
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45 xm = fm->lon |
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46 ym = fm->lat |
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47 |
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48 nlat = dimsizes(ym) |
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49 nlon = dimsizes(xm) |
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50 |
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51 ; for 4 fields, 12-monthly |
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52 nmon = 12 |
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53 nfield = 4 |
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54 |
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55 data_mod0 = new ((/nfield,nmon,nlat,nlon/),float) |
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56 |
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57 ; change to unit of observed (u mol/m2/s) |
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58 ; Model_units [=] gC/m2/s |
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59 ; 12. = molecular weight of C |
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60 ; u mol = 1e-6 mol |
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61 factor = 1e6 /12. |
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62 |
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63 if (ENERGY .eq. "old") then |
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64 |
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65 data = fm->NEE |
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66 data_mod0(0,:,:,:) = data(:,:,:) * factor |
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67 delete (data) |
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68 |
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69 ; data = fm->LATENT |
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70 data1 = fm->FCEV |
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71 data2 = fm->FCTR |
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72 data3 = fm->FGEV |
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73 data_mod0(2,:,:,:) = data1(:,:,:)+data2(:,:,:)+data3(:,:,:) |
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74 delete (data1) |
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75 delete (data2) |
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76 delete (data3) |
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77 |
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78 ; data = fm->SENSIBLE |
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79 data = fm->FSH |
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80 data_mod0(3,:,:,:) = data(:,:,:) |
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81 delete (data) |
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82 |
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83 ; data = fm->NETRAD |
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84 data1 = fm->FSA |
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85 data2 = fm->FIRA |
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86 data_mod0(1,:,:,:) = data1(:,:,:)-data2(:,:,:) |
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87 delete (data1) |
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88 delete (data2) |
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89 |
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90 else |
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91 |
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92 data = fm->NEE |
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93 data_mod0(0,:,:,:) = data(:,:,:) * factor |
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94 delete (data) |
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95 |
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96 data = fm->NETRAD |
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97 data_mod0(1,:,:,:) = data(:,:,:) |
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98 delete (data) |
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99 |
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100 data = fm->LATENT |
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101 data_mod0(2,:,:,:) = data(:,:,:) |
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102 delete (data) |
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103 |
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104 data = fm->FSH |
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105 data_mod0(3,:,:,:) = data(:,:,:) |
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106 delete (data) |
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107 end if |
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108 |
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109 delete (fm) |
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110 |
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111 ;************************************************ |
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112 ; read data: observed |
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113 ;************************************************ |
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114 |
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115 station = (/"BOREAS_NSA_OBS" \ |
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116 ,"CastelPorziano" \ |
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117 ,"Hyytiala" \ |
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118 ,"Kaamanen" \ |
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119 ,"LBA_Tapajos_KM67" \ |
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120 ,"Lethbridge" \ |
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121 ,"Tharandt" \ |
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122 ,"Vielsalm" \ |
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123 /) |
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124 |
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125 year_ob = (/"1994-2004" \ |
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126 ,"1997-2003" \ |
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127 ,"1996-2003" \ |
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128 ,"2000-2003" \ |
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129 ,"2002-2005" \ |
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130 ,"1999-2004" \ |
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131 ,"1996-2003" \ |
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132 ,"1998-2003" \ |
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133 /) |
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134 |
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135 field = (/"NEE" \ |
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136 ,"Net Radiation" \ |
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137 ,"Latent Heat" \ |
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138 ,"Sensible Heat" \ |
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139 /) |
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140 |
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141 nstation = dimsizes(station) |
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142 nmon = 12 |
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143 nfield = dimsizes(field) |
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144 |
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145 data_ob = new ((/nstation, nfield, nmon/),float) |
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146 lat_ob = new ((/nstation/),float) |
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147 lon_ob = new ((/nstation/),float) |
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148 |
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149 diri_root = diro + "fluxnet/" |
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150 |
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151 do n = 0,nstation-1 |
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152 diri = diri_root + station(n)+"/" |
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153 fili = station(n)+"_"+year_ob(n)+"_monthly.nc" |
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154 g = addfile (diri+fili,"r") |
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155 |
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156 lon_ob(n) = g->lon |
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157 lat_ob(n) = g->lat |
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158 |
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159 data = g->CO2_FLUX |
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160 data_ob(n,0,:) = dim_avg(data(month|:,year|:)) |
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161 delete (data) |
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162 |
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163 data = g->RAD_FLUX |
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164 data_ob(n,1,:) = dim_avg(data(month|:,year|:)) |
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165 delete (data) |
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166 |
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167 data = g->LH_FLUX |
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168 data_ob(n,2,:) = dim_avg(data(month|:,year|:)) |
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169 delete (data) |
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170 |
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171 data = g->SH_FLUX |
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172 data_ob(n,3,:) = dim_avg(data(month|:,year|:)) |
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173 delete (data) |
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174 |
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175 delete (g) |
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176 end do |
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177 |
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178 ;************************************************************ |
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179 ; interpolate model data into observed station |
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180 ; note: model is 0-360E, 90S-90N |
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181 ;************************************************************ |
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182 |
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183 ; to be able to handle observation at (-89.98,-24.80) |
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184 ym(0) = -90. |
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185 |
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186 yy = linint2_points_Wrap(xm,ym,data_mod0,True,lon_ob,lat_ob,0) |
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187 |
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188 delete (data_mod0) |
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189 yy!0 = "field" |
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190 data_mod = yy(pts|:,field|:,time|:) |
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191 |
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192 ;************************************************************ |
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193 ; compute correlation coef and M score |
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194 ;************************************************************ |
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195 |
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196 score_max = 5. |
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197 |
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198 ccr = new ((/nstation, nfield/),float) |
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199 M_score = new ((/nstation, nfield/),float) |
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200 |
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201 do n=0,nstation-1 |
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202 do m=0,nfield-1 |
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203 ccr(n,m) = esccr(data_ob(n,m,:),data_mod(n,m,:),0) |
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204 bias = sum(abs(data_mod(n,m,:)-data_ob(n,m,:))/(abs(data_mod(n,m,:))+abs(data_ob(n,m,:)))) |
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205 M_score(n,m) = (1. -(bias/nmon)) * score_max |
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206 end do |
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207 end do |
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208 |
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209 M_nee = avg(M_score(:,0)) |
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210 M_rad = avg(M_score(:,1)) |
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211 M_lh = avg(M_score(:,2)) |
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212 M_sh = avg(M_score(:,3)) |
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213 M_all = M_nee+ M_rad +M_lh + M_sh |
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214 |
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215 M_fluxnet_nee = sprintf("%.2f", M_nee) |
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216 M_fluxnet_rad = sprintf("%.2f", M_rad) |
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217 M_fluxnet_lh = sprintf("%.2f", M_lh ) |
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218 M_fluxnet_sh = sprintf("%.2f", M_sh ) |
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219 M_fluxnet_all = sprintf("%.2f", M_all) |
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220 |
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221 ;******************************************************************* |
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222 ; for station line plot |
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223 ;******************************************************************* |
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224 |
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225 ; for x-axis in xyplot |
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226 mon = ispan(1,12,1) |
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227 mon@long_name = "month" |
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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/) ; make 2nd lines thicker |
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231 res@xyLineColors = (/"blue","red"/) ; line color (ob,model) |
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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 = (/"observed",model_name/) |
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249 ;------------------------------------------------------------------- |
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250 ; for panel plot |
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251 res@gsnFrame = False ; Do not draw plot |
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252 res@gsnDraw = False ; Do not advance frame |
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253 |
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254 pres = True ; panel plot mods desired |
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255 pres@gsnPanelYWhiteSpacePercent = 5 ; increase white space around |
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256 ; indiv. plots in panel |
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257 pres@gsnMaximize = True ; fill the page |
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258 ;------------------------------------------------------------------- |
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259 |
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260 plot_data = new((/2,12/),float) |
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261 plot_data!0 = "case" |
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262 plot_data!1 = "month" |
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263 |
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264 ; change longitude from 0-360 to -180-180 |
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265 lon_ob = where(lon_ob .gt. 180.,lon_ob-360., lon_ob) |
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266 |
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267 do n = 0,nstation-1 |
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268 ;---------------------------- |
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269 ; for observed |
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270 |
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271 plot_name = station(n)+"_ob" |
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272 title = station(n)+"("+sprintf("%5.2f",lat_ob(n))+","+sprintf("%5.2f",lon_ob(n))+")" |
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273 res@tiMainString = title |
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274 |
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275 wks = gsn_open_wks (plot_type,plot_name) |
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276 plot=new(4,graphic) ; create graphic array |
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277 |
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278 plot_data(0,:) = (/data_ob (n,0,:)/) |
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279 plot_data@long_name = field(0) |
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280 plot(0)=gsn_csm_xy(wks,mon,plot_data(0,:),res) ; create plot 1 |
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281 |
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282 plot_data(0,:) = (/data_ob (n,1,:)/) |
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283 plot_data@long_name = field(1) |
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284 plot(1)=gsn_csm_xy(wks,mon,plot_data(0,:),res) ; create plot 2 |
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285 |
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286 plot_data(0,:) = (/data_ob (n,2,:)/) |
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287 plot_data@long_name = field(2) |
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288 plot(2)=gsn_csm_xy(wks,mon,plot_data(0,:),res) ; create plot 3 |
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289 |
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290 plot_data(0,:) = (/data_ob (n,3,:)/) |
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291 plot_data@long_name = field(3) |
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292 plot(3)=gsn_csm_xy(wks,mon,plot_data(0,:),res) ; create plot 4 |
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293 |
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294 gsn_panel(wks,plot,(/2,2/),pres) ; create panel plot |
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295 |
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296 delete (wks) |
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297 delete (plot) |
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298 |
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299 system("convert "+plot_name+"."+plot_type+" "+plot_name+"."+plot_type_new+";"+ \ |
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300 "rm "+plot_name+"."+plot_type) |
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301 |
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302 ;---------------------------- |
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303 ; for model_vs_ob |
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304 |
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305 plot_name = station(n)+"_model_vs_ob" |
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306 title = station(n)+"("+sprintf("%5.2f",lat_ob(n))+","+sprintf("%5.2f",lon_ob(n))+")" |
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307 res@tiMainString = title |
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308 |
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309 wks = gsn_open_wks (plot_type,plot_name) |
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310 plot=new(4,graphic) ; create graphic array |
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311 |
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312 plot_data(0,:) = (/data_ob (n,0,:)/) |
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313 plot_data(1,:) = (/data_mod(n,0,:)/) |
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314 plot_data@long_name = field(0) |
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315 plot(0)=gsn_csm_xy(wks,mon,plot_data,res) ; create plot 1 |
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316 |
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317 plot_data(0,:) = (/data_ob (n,1,:)/) |
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318 plot_data(1,:) = (/data_mod(n,1,:)/) |
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319 plot_data@long_name = field(1) |
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320 plot(1)=gsn_csm_xy(wks,mon,plot_data,res) ; create plot 2 |
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321 |
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322 plot_data(0,:) = (/data_ob (n,2,:)/) |
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323 plot_data(1,:) = (/data_mod(n,2,:)/) |
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324 plot_data@long_name = field(2) |
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325 plot(2)=gsn_csm_xy(wks,mon,plot_data,res) ; create plot 3 |
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326 |
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327 plot_data(0,:) = (/data_ob (n,3,:)/) |
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328 plot_data(1,:) = (/data_mod(n,3,:)/) |
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329 plot_data@long_name = field(3) |
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330 plot(3)=gsn_csm_xy(wks,mon,plot_data,res) ; create plot 4 |
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331 |
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332 gsn_panel(wks,plot,(/2,2/),pres) ; create panel plot |
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333 |
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334 delete (wks) |
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335 delete (plot) |
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336 |
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337 system("convert "+plot_name+"."+plot_type+" "+plot_name+"."+plot_type_new+";"+ \ |
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338 "rm "+plot_name+"."+plot_type) |
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339 end do |
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340 |
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341 ;******************************************************************* |
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342 ; html table of site: observed |
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343 ;******************************************************************* |
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344 output_html = "line_ob.html" |
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345 |
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346 header = (/"<HTML>" \ |
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347 ,"<HEAD>" \ |
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348 ,"<TITLE>CLAMP metrics</TITLE>" \ |
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349 ,"</HEAD>" \ |
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350 ,"<H1>Fluxnet at Site: Observation</H1>" \ |
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351 /) |
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352 footer = "</HTML>" |
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353 |
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354 table_header = (/ \ |
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355 "<table border=1 cellspacing=0 cellpadding=3 width=60%>" \ |
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356 ,"<tr>" \ |
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357 ," <th bgcolor=DDDDDD >Site Name</th>" \ |
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358 ," <th bgcolor=DDDDDD >Latitude</th>" \ |
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359 ," <th bgcolor=DDDDDD >Longitude</th>" \ |
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360 ," <th bgcolor=DDDDDD >Observed</th>" \ |
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361 ,"</tr>" \ |
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362 /) |
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363 table_footer = "</table>" |
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364 row_header = "<tr>" |
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365 row_footer = "</tr>" |
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366 |
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367 lines = new(50000,string) |
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368 nline = 0 |
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369 |
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370 set_line(lines,nline,header) |
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371 set_line(lines,nline,table_header) |
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372 ;----------------------------------------------- |
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373 ; row of table |
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374 |
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375 do n = 0,nstation-1 |
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376 set_line(lines,nline,row_header) |
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377 |
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378 txt0 = station(n) |
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379 txt1 = sprintf("%5.2f", lat_ob(n)) |
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380 txt2 = sprintf("%5.2f", lon_ob(n)) |
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381 txt3 = year_ob(n) |
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382 |
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383 set_line(lines,nline,"<th><a href="+txt0+"_ob.png>"+txt0+"</a></th>") |
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384 set_line(lines,nline,"<th>"+txt1+"</th>") |
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385 set_line(lines,nline,"<th>"+txt2+"</th>") |
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386 set_line(lines,nline,"<th>"+txt3+"</th>") |
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387 |
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388 set_line(lines,nline,row_footer) |
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389 end do |
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390 ;----------------------------------------------- |
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391 set_line(lines,nline,table_footer) |
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392 set_line(lines,nline,footer) |
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393 |
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394 ; Now write to an HTML file. |
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395 idx = ind(.not.ismissing(lines)) |
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396 if(.not.any(ismissing(idx))) then |
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397 asciiwrite(output_html,lines(idx)) |
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398 else |
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399 print ("error?") |
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400 end if |
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401 delete (idx) |
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402 |
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403 ;******************************************************************* |
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404 ; score and line table : model vs observed |
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405 ;******************************************************************* |
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406 output_html = "score+line_vs_ob.html" |
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407 |
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408 header = (/"<HTML>" \ |
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409 ,"<HEAD>" \ |
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410 ,"<TITLE>CLAMP metrics</TITLE>" \ |
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411 ,"</HEAD>" \ |
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412 ,"<H1>Fluxnet at Site: Model "+model_name+"</H1>" \ |
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413 /) |
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414 footer = "</HTML>" |
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415 |
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416 delete (table_header) |
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417 table_header = (/ \ |
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418 "<table border=1 cellspacing=0 cellpadding=3 width=100%>" \ |
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419 ,"<tr>" \ |
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420 ," <th bgcolor=DDDDDD >Site Name</th>" \ |
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421 ," <th bgcolor=DDDDDD >Latitude</th>" \ |
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422 ," <th bgcolor=DDDDDD >Longitude</th>" \ |
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423 ," <th bgcolor=DDDDDD >Observed</th>" \ |
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424 ," <th bgcolor=DDDDDD >NEE</th>" \ |
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425 ," <th bgcolor=DDDDDD >Net Radiation</th>" \ |
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426 ," <th bgcolor=DDDDDD >Latent Heat</th>" \ |
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427 ," <th bgcolor=DDDDDD >Sensible Heat</th>" \ |
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428 ," <th bgcolor=DDDDDD >Average</th>" \ |
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429 ,"</tr>" \ |
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430 /) |
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431 table_footer = "</table>" |
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432 row_header = "<tr>" |
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433 row_footer = "</tr>" |
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434 |
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435 lines = new(50000,string) |
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436 nline = 0 |
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437 |
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438 set_line(lines,nline,header) |
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439 set_line(lines,nline,table_header) |
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440 ;----------------------------------------------- |
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441 ; row of table |
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442 |
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443 do n = 0,nstation-1 |
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444 set_line(lines,nline,row_header) |
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445 |
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446 txt0 = station(n) |
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447 txt1 = sprintf("%5.2f", lat_ob(n)) |
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448 txt2 = sprintf("%5.2f", lon_ob(n)) |
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449 txt3 = year_ob(n) |
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450 txt4 = sprintf("%5.2f", M_score(n,0)) |
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451 txt5 = sprintf("%5.2f", M_score(n,1)) |
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452 txt6 = sprintf("%5.2f", M_score(n,2)) |
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453 txt7 = sprintf("%5.2f", M_score(n,3)) |
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454 txt8 = sprintf("%5.2f", avg(M_score(n,:))) |
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455 |
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456 set_line(lines,nline,"<th><a href="+txt0+"_model_vs_ob.png>"+txt0+"</a></th>") |
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457 set_line(lines,nline,"<th>"+txt1+"</th>") |
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458 set_line(lines,nline,"<th>"+txt2+"</th>") |
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459 set_line(lines,nline,"<th>"+txt3+"</th>") |
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460 set_line(lines,nline,"<th>"+txt4+"</th>") |
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461 set_line(lines,nline,"<th>"+txt5+"</th>") |
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462 set_line(lines,nline,"<th>"+txt6+"</th>") |
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463 set_line(lines,nline,"<th>"+txt7+"</th>") |
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464 set_line(lines,nline,"<th>"+txt8+"</th>") |
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465 |
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466 set_line(lines,nline,row_footer) |
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467 end do |
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468 |
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469 ; last row, summary |
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470 set_line(lines,nline,row_header) |
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471 |
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472 txt0 = "All_"+sprintf("%.0f", nstation) |
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473 txt1 = "-" |
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474 txt2 = "-" |
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475 txt3 = "-" |
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476 txt4 = M_fluxnet_nee |
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477 txt5 = M_fluxnet_rad |
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478 txt6 = M_fluxnet_lh |
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479 txt7 = M_fluxnet_sh |
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480 txt8 = M_fluxnet_all |
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481 |
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482 set_line(lines,nline,"<th>"+txt0+"</th>") |
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483 set_line(lines,nline,"<th>"+txt1+"</th>") |
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484 set_line(lines,nline,"<th>"+txt2+"</th>") |
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485 set_line(lines,nline,"<th>"+txt3+"</th>") |
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486 set_line(lines,nline,"<th>"+txt4+"</th>") |
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487 set_line(lines,nline,"<th>"+txt5+"</th>") |
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488 set_line(lines,nline,"<th>"+txt6+"</th>") |
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489 set_line(lines,nline,"<th>"+txt7+"</th>") |
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490 set_line(lines,nline,"<th>"+txt8+"</th>") |
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491 |
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492 set_line(lines,nline,row_footer) |
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493 ;----------------------------------------------- |
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494 set_line(lines,nline,table_footer) |
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495 set_line(lines,nline,footer) |
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496 |
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497 ; Now write to an HTML file. |
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498 idx = ind(.not.ismissing(lines)) |
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499 if(.not.any(ismissing(idx))) then |
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500 asciiwrite(output_html,lines(idx)) |
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501 else |
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502 print ("error?") |
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503 end if |
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504 delete (idx) |
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505 |
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506 ;************************************************************************************** |
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507 ; update score |
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508 ;************************************************************************************** |
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509 |
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510 if (isvar("compare")) then |
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511 system("sed -e '1,/M_fluxnet_nee/s/M_fluxnet_nee/"+M_fluxnet_nee+"/' "+html_name2+" > "+html_new2+";"+ \ |
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512 "mv -f "+html_new2+" "+html_name2+";"+ \ |
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513 "sed -e '1,/M_fluxnet_rad/s/M_fluxnet_rad/"+M_fluxnet_rad+"/' "+html_name2+" > "+html_new2+";"+ \ |
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514 "mv -f "+html_new2+" "+html_name2+";"+ \ |
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515 "sed -e '1,/M_fluxnet_lh/s/M_fluxnet_lh/"+M_fluxnet_lh+"/' "+html_name2+" > "+html_new2+";"+ \ |
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516 "mv -f "+html_new2+" "+html_name2+";"+ \ |
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517 "sed -e '1,/M_fluxnet_sh/s/M_fluxnet_sh/"+M_fluxnet_sh+"/' "+html_name2+" > "+html_new2+";"+ \ |
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518 "mv -f "+html_new2+" "+html_name2) |
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519 end if |
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520 |
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521 system("sed s#M_fluxnet_nee#"+M_fluxnet_nee+"# "+html_name+" > "+html_new+";"+ \ |
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522 "mv -f "+html_new+" "+html_name+";"+ \ |
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523 "sed s#M_fluxnet_rad#"+M_fluxnet_rad+"# "+html_name+" > "+html_new+";"+ \ |
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524 "mv -f "+html_new+" "+html_name+";"+ \ |
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525 "sed s#M_fluxnet_lh#"+M_fluxnet_lh+"# "+html_name+" > "+html_new+";"+ \ |
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526 "mv -f "+html_new+" "+html_name+";"+ \ |
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527 "sed s#M_fluxnet_sh#"+M_fluxnet_sh+"# "+html_name+" > "+html_new+";"+ \ |
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528 "mv -f "+html_new+" "+html_name) |
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529 |
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530 ;*************************************************************************** |
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531 ; add total score and write to file |
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532 ;*************************************************************************** |
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533 M_total = M_fluxnet_all |
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534 |
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535 asciiwrite("M_save.fluxnet", M_total) |
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536 |
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537 ;*************************************************************************** |
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538 ; output plots |
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539 ;*************************************************************************** |
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540 output_dir = model_name+"/fluxnet" |
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541 |
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542 system("mv *.png *.html " + output_dir) |
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543 ;*************************************************************************** |
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544 end |