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1 ; *********************************************** |
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2 ; using gsn_table for all |
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3 ; output: line plot for each site (4 fields) |
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4 ; table for M_score |
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5 ; *********************************************** |
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6 load "$NCARG_ROOT/lib/ncarg/nclscripts/csm/gsn_code.ncl.test" |
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7 load "$NCARG_ROOT/lib/ncarg/nclscripts/csm/gsn_csm.ncl.test" |
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8 load "$NCARG_ROOT/lib/ncarg/nclscripts/csm/contributed.ncl" |
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9 ;load "/fis/cgd/cseg/people/jeff/clamp/co2/metrics_table.ncl" |
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10 ;************************************************ |
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11 begin |
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12 |
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13 plot_type = "ps" |
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14 plot_type_new = "png" |
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15 |
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16 ;************************************************ |
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17 ; read model data |
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18 ;************************************************ |
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19 ; model_name = "06cn" |
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20 ; film = "i01.06cn_1798-2004_MONS_climo.nc" |
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21 |
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22 ; model_name = "06casa" |
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23 ; film = "i01.06casa_1798-2004_MONS_climo.nc" |
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24 |
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25 ; model_name = "10cn" |
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26 ; film = "i01.10cn_1948-2004_MONS_climo.nc" |
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27 |
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28 model_name = "10casa" |
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29 film = "i01.10casa_1948-2004_MONS_climo.nc" |
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30 ;-------------------------------------------- |
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31 dirm = "/fis/cgd/cseg/people/jeff/clamp_data/model/" |
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32 fm = addfile(dirm+film,"r") |
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33 |
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34 xm = fm->lon |
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35 ym = fm->lat |
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36 nlat = dimsizes(ym) |
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37 nlon = dimsizes(xm) |
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38 |
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39 nmon = 12 |
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40 nfield = 4 |
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41 |
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42 data_mod0 = new ((/nfield,nmon,nlat,nlon/),float) |
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43 |
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44 ; change to unit of observed (u mol/m2/s) |
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45 ; Model_units [=] gC/m2/s |
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46 ; 12. = molecular weight of C |
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47 ; u mol = 1e-6 mol |
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48 data = fm->NEE |
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49 |
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50 factor = 1e6 /12. |
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51 |
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52 data_mod0(0,:,:,:) = data(:,:,:) * factor |
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53 delete (data) |
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54 |
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55 data = fm->NETRAD |
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56 data_mod0(1,:,:,:) = data(:,:,:) |
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57 delete (data) |
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58 |
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59 data = fm->LATENT |
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60 data_mod0(2,:,:,:) = data(:,:,:) |
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61 delete (data) |
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62 |
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63 data = fm->SENSIBLE |
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64 data_mod0(3,:,:,:) = data(:,:,:) |
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65 delete (data) |
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66 |
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67 ; printVarSummary (data_mod0) |
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68 ;************************************************ |
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69 ; read in data: observed |
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70 ;************************************************ |
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71 station = (/"BOREAS_NSA_OBS" \ |
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72 ,"CastelPorziano" \ |
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73 ,"Hyytiala" \ |
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74 ,"Kaamanen" \ |
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75 ,"LBA_Tapajos_KM67" \ |
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76 ,"Lethbridge" \ |
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77 ,"Tharandt" \ |
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78 ,"Vielsalm" \ |
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79 /) |
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80 |
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81 year_ob = (/"1994-2004" \ |
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82 ,"1997-2003" \ |
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83 ,"1996-2003" \ |
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84 ,"2000-2003" \ |
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85 ,"2002-2005" \ |
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86 ,"1999-2004" \ |
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87 ,"1996-2003" \ |
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88 ,"1998-2003" \ |
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89 /) |
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90 |
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91 field = (/"CO2 Flux" \ |
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92 ,"Net Radiation" \ |
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93 ,"Latent Heat" \ |
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94 ,"Sensible Heat" \ |
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95 /) |
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96 |
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97 nstation = dimsizes(station) |
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98 nmon = 12 |
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99 nfield = dimsizes(field) |
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100 |
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101 data_ob = new ((/nstation, nfield, nmon/),float) |
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102 lat_ob = new ((/nstation/),float) |
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103 lon_ob = new ((/nstation/),float) |
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104 |
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105 diri_root = "/fis/cgd/cseg/people/jeff/clamp_data/fluxnet/" |
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106 |
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107 do n = 0,nstation-1 |
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108 diri = diri_root + station(n)+"/" |
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109 fili = station(n)+"_"+year_ob(n)+"_monthly.nc" |
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110 g = addfile (diri+fili,"r") |
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111 |
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112 lon_ob(n) = g->lon |
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113 lat_ob(n) = g->lat |
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114 |
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115 data = g->CO2_FLUX |
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116 data_ob(n,0,:) = dim_avg(data(month|:,year|:)) |
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117 delete (data) |
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118 |
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119 data = g->RAD_FLUX |
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120 data_ob(n,1,:) = dim_avg(data(month|:,year|:)) |
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121 delete (data) |
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122 |
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123 data = g->LH_FLUX |
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124 data_ob(n,2,:) = dim_avg(data(month|:,year|:)) |
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125 delete (data) |
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126 |
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127 data = g->SH_FLUX |
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128 data_ob(n,3,:) = dim_avg(data(month|:,year|:)) |
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129 delete (data) |
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130 |
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131 delete (g) |
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132 end do |
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133 |
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134 ;print (lat_ob) |
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135 ;print (lon_ob) |
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136 ;printVarSummary (data_ob) |
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137 |
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138 ;************************************************************ |
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139 ; interpolate model data into observed station |
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140 ; note: model is 0-360E, 90S-90N |
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141 ;************************************************************ |
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142 |
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143 ; to be able to handle observation at (-89.98,-24.80) |
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144 ; print (ym(0)) |
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145 ym(0) = -90. |
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146 |
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147 yy = linint2_points_Wrap(xm,ym,data_mod0,True,lon_ob,lat_ob,0) |
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148 |
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149 delete (data_mod0) |
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150 yy!0 = "field" |
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151 data_mod = yy(pts|:,field|:,time|:) |
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152 ; printVarSummary (data_mod) |
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153 |
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154 ;************************************************************ |
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155 ; compute correlation coef and M score |
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156 ;************************************************************ |
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157 |
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158 score_max = 5. |
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159 |
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160 ccr = new ((/nstation, nfield/),float) |
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161 M_score = new ((/nstation, nfield/),float) |
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162 |
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163 do n=0,nstation-1 |
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164 do m=0,nfield-1 |
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165 ccr(n,m) = esccr(data_ob(n,m,:),data_mod(n,m,:),0) |
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166 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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167 M_score(n,m) = (1. -(bias/nmon)) * score_max |
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168 end do |
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169 end do |
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170 |
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171 ;******************************************************************* |
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172 ; for station line plot |
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173 ;******************************************************************* |
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174 |
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175 ; for x-axis in xyplot |
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176 mon = ispan(1,12,1) |
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177 mon@long_name = "month" |
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178 |
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179 res = True ; plot mods desired |
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180 res@xyLineThicknesses = (/2.0,2.0/) ; make 2nd lines thicker |
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181 res@xyLineColors = (/"blue","red"/) ; line color (ob,model) |
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182 ;------------------------------------------------------------------------- |
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183 ; Add a boxed legend using the more simple method |
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184 |
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185 res@pmLegendDisplayMode = "Always" |
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186 ; res@pmLegendWidthF = 0.1 |
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187 res@pmLegendWidthF = 0.08 |
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188 res@pmLegendHeightF = 0.06 |
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189 ; res@pmLegendOrthogonalPosF = -1.17 |
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190 ; res@pmLegendOrthogonalPosF = -1.00 ;(downward) |
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191 res@pmLegendOrthogonalPosF = -0.30 ;(downward) |
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192 |
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193 ; res@pmLegendParallelPosF = 0.18 |
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194 res@pmLegendParallelPosF = 0.23 ;(rightward) |
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195 |
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196 ; res@lgPerimOn = False |
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197 res@lgLabelFontHeightF = 0.015 |
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198 res@xyExplicitLegendLabels = (/"observed",model_name/) |
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199 ;------------------------------------------------------------------- |
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200 ; for panel plot |
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201 res@gsnFrame = False ; Do not draw plot |
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202 res@gsnDraw = False ; Do not advance frame |
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203 |
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204 pres = True ; panel plot mods desired |
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205 pres@gsnPanelYWhiteSpacePercent = 5 ; increase white space around |
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206 ; indiv. plots in panel |
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207 pres@gsnMaximize = True ; fill the page |
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208 ;------------------------------------------------------------------- |
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209 |
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210 plot_data = new((/2,12/),float) |
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211 plot_data!0 = "case" |
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212 plot_data!1 = "month" |
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213 |
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214 do n = 0,nstation-1 |
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215 ;---------------------------- |
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216 ; for observed |
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217 |
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218 plot_name = station(n)+"_ob" |
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219 title = station(n)+"("+sprintf("%5.2f",lat_ob(n))+","+sprintf("%5.2f",lon_ob(n))+")" |
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220 res@tiMainString = title |
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221 |
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222 wks = gsn_open_wks (plot_type,plot_name) |
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223 plot=new(4,graphic) ; create graphic array |
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224 |
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225 plot_data(0,:) = (/data_ob (n,0,:)/) |
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226 plot_data@long_name = field(0) |
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227 plot(0)=gsn_csm_xy(wks,mon,plot_data(0,:),res) ; create plot 1 |
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228 |
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229 plot_data(0,:) = (/data_ob (n,1,:)/) |
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230 plot_data@long_name = field(1) |
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231 plot(1)=gsn_csm_xy(wks,mon,plot_data(0,:),res) ; create plot 2 |
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232 |
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233 plot_data(0,:) = (/data_ob (n,2,:)/) |
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234 plot_data@long_name = field(2) |
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235 plot(2)=gsn_csm_xy(wks,mon,plot_data(0,:),res) ; create plot 3 |
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236 |
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237 plot_data(0,:) = (/data_ob (n,3,:)/) |
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238 plot_data@long_name = field(3) |
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239 plot(3)=gsn_csm_xy(wks,mon,plot_data(0,:),res) ; create plot 4 |
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240 |
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241 gsn_panel(wks,plot,(/2,2/),pres) ; create panel plot |
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242 |
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243 system("convert "+plot_name+"."+plot_type+" "+plot_name+"."+plot_type_new) |
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244 system("rm "+plot_name+"."+plot_type) |
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245 clear (wks) |
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246 delete (plot) |
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247 ;---------------------------- |
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248 ; for model_vs_ob |
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249 |
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250 plot_name = station(n)+"_model_vs_ob" |
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251 title = station(n)+"("+sprintf("%5.2f",lat_ob(n))+","+sprintf("%5.2f",lon_ob(n))+")" |
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252 res@tiMainString = title |
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253 |
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254 wks = gsn_open_wks (plot_type,plot_name) |
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255 plot=new(4,graphic) ; create graphic array |
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256 |
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257 plot_data(0,:) = (/data_ob (n,0,:)/) |
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258 plot_data(1,:) = (/data_mod(n,0,:)/) |
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259 plot_data@long_name = field(0) |
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260 plot(0)=gsn_csm_xy(wks,mon,plot_data,res) ; create plot 1 |
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261 |
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262 plot_data(0,:) = (/data_ob (n,1,:)/) |
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263 plot_data(1,:) = (/data_mod(n,1,:)/) |
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264 plot_data@long_name = field(1) |
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265 plot(1)=gsn_csm_xy(wks,mon,plot_data,res) ; create plot 2 |
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266 |
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267 plot_data(0,:) = (/data_ob (n,2,:)/) |
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268 plot_data(1,:) = (/data_mod(n,2,:)/) |
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269 plot_data@long_name = field(2) |
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270 plot(2)=gsn_csm_xy(wks,mon,plot_data,res) ; create plot 3 |
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271 |
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272 plot_data(0,:) = (/data_ob (n,3,:)/) |
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273 plot_data(1,:) = (/data_mod(n,3,:)/) |
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274 plot_data@long_name = field(3) |
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275 plot(3)=gsn_csm_xy(wks,mon,plot_data,res) ; create plot 4 |
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276 |
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277 gsn_panel(wks,plot,(/2,2/),pres) ; create panel plot |
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278 |
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279 system("convert "+plot_name+"."+plot_type+" "+plot_name+"."+plot_type_new) |
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280 system("rm "+plot_name+"."+plot_type) |
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281 clear (wks) |
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282 delete (plot) |
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283 end do |
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284 |
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285 ;******************************************************************* |
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286 ; for table of site score |
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287 ;******************************************************************* |
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288 |
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289 table_length = 0.8 |
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290 |
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291 ; table header name |
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292 table_header_name = "Site" |
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293 |
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294 ; column (not including header column) |
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295 col_header = (/"Latitude","Longitude","observed" \ |
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296 ,"CO2 Flux","Net Radiation","Latent Heat" \ |
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297 ,"Sensible Heat","Average" \ |
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298 /) |
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299 ncol = dimsizes(col_header) |
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300 |
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301 ; row (not including header row) |
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302 nrow = nstation + 1 |
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303 row_header = new ((/nrow/),string ) |
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304 row_header(0:nstation-1) = station(:) |
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305 row_header(nrow-1) = "All Sites" |
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306 |
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307 ; Table header |
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308 ncr1 = (/1,1/) ; 1 row, 1 column |
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309 x1 = (/0.005,0.15/) ; Start and end X |
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310 y1 = (/0.800,0.895/) ; Start and end Y |
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311 text1 = table_header_name |
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312 res1 = True |
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313 res1@txFontHeightF = 0.03 |
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314 res1@gsFillColor = "CornFlowerBlue" |
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315 |
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316 ; Column header (equally space in x2) |
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317 ncr2 = (/1,ncol/) ; 1 rows, ncol columns |
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318 x2 = (/x1(1),0.995/) ; start from end of x1 |
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319 y2 = y1 ; same as y1 |
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320 text2 = col_header |
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321 res2 = True |
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322 res2@txFontHeightF = 0.010 |
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323 res2@gsFillColor = "Gray" |
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324 |
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325 ; Row header (equally space in y2) |
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326 ncr3 = (/nrow,1/) ; nrow rows, 1 columns |
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327 x3 = x1 ; same as x1 |
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328 y3 = (/1.0-table_length,y1(0)/) ; end at start of y1 |
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329 text3 = row_header |
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330 res3 = True |
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331 res3@txFontHeightF = 0.010 |
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332 res3@gsFillColor = "Gray" |
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333 |
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334 ; Main table body |
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335 ncr4 = (/nrow,ncol/) ; nrow rows, ncol columns |
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336 x4 = x2 ; Start and end x |
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337 y4 = y3 ; Start and end Y |
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338 text4 = new((/nrow,ncol/),string) |
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339 |
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340 color_fill4 = new((/nrow,ncol/),string) |
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341 color_fill4 = "white" |
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342 color_fill4(:,ncol-1) = "grey" |
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343 color_fill4(nrow-1,:) = "green" |
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344 |
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345 res4 = True ; Set up resource list |
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346 ; res4@gsnDebug = True ; Useful to print NDC row,col values used. |
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347 res4@txFontHeightF = 0.015 |
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348 res4@gsFillColor = color_fill4 |
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349 |
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350 delete (color_fill4) |
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351 ;------------------------------------------------------------------- |
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352 ; for table value |
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353 |
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354 do n = 0,nrow-2 |
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355 text4(n,0) = sprintf("%5.2f", lat_ob(n)) |
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356 text4(n,1) = sprintf("%5.2f", lon_ob(n)) |
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357 text4(n,2) = year_ob(n) |
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358 text4(n,3) = sprintf("%5.2f", M_score(n,0)) ; CO2 Flux |
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359 text4(n,4) = sprintf("%5.2f", M_score(n,1)) ; Net Radiation |
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360 text4(n,5) = sprintf("%5.2f", M_score(n,2)) ; Latent Heat |
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361 text4(n,6) = sprintf("%5.2f", M_score(n,3)) ; Sensible Heat |
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362 text4(n,7) = sprintf("%5.2f", avg(M_score(n,:))) ; avg all fields |
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363 end do |
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364 |
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365 ; for the last row |
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366 |
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367 M_co2 = avg(M_score(:,0)) |
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368 M_rad = avg(M_score(:,1)) |
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369 M_lh = avg(M_score(:,2)) |
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370 M_sh = avg(M_score(:,3)) |
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371 M_all = M_co2+ M_rad +M_lh + M_sh |
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372 |
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373 text4(nrow-1,0) = "-" |
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374 text4(nrow-1,1) = "-" |
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375 text4(nrow-1,2) = "-" |
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376 text4(nrow-1,3) = sprintf("%5.2f", M_co2) ; avg all sites |
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377 text4(nrow-1,4) = sprintf("%5.2f", M_rad) ; avg all sites |
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378 text4(nrow-1,5) = sprintf("%5.2f", M_lh ) ; avg all sites |
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379 text4(nrow-1,6) = sprintf("%5.2f", M_sh ) ; avg all sites |
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380 text4(nrow-1,7) = sprintf("%5.2f", M_all) ; avg all sites |
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381 |
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382 print (M_co2) |
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383 print (M_rad) |
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384 print (M_lh ) |
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385 print (M_sh) |
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386 print (M_all) |
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387 ;--------------------------------------------------------------------------- |
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388 |
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389 plot_name = "table_site_score" |
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390 |
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391 wks = gsn_open_wks (plot_type,plot_name) |
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392 ;------------------------------------------ |
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393 ; for table title |
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394 |
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395 gRes = True |
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396 gRes@txFontHeightF = 0.02 |
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397 ; gRes@txAngleF = 90 |
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398 |
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399 title_text = "Model " + model_name + " M_Score" |
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400 |
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401 gsn_text_ndc(wks,title_text,0.50,0.95,gRes) |
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402 ;------------------------------------------ |
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403 |
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404 gsn_table(wks,ncr1,x1,y1,text1,res1) |
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405 gsn_table(wks,ncr2,x2,y2,text2,res2) |
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406 gsn_table(wks,ncr3,x3,y3,text3,res3) |
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407 gsn_table(wks,ncr4,x4,y4,text4,res4) |
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408 |
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409 frame(wks) |
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410 |
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411 system("convert "+plot_name+"."+plot_type+" "+plot_name+"."+plot_type_new) |
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412 system("rm "+plot_name+"."+plot_type) |
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413 ;------------------------------------------------------------------- |
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414 temp_name = "temp." + model_name |
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415 system("mkdir -p " + temp_name) |
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416 system("mv *.png " + temp_name) |
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417 system("tar cf "+ temp_name +".tar " + temp_name) |
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418 ;------------------------------------------------------------------- |
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419 |
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420 end |