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1 ;***************************************************** |
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2 ; combine scatter, histogram, global and zonal plots |
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3 ; compute all correlation coef and M score |
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4 ; add 1-to-1 line in scatter plots |
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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 ;***************************************************** |
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10 procedure get_bin(RAIN1_1D[*]:numeric, NPP1_1D[*]:numeric \ |
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11 ,RAIN2_1D[*]:numeric, NPP2_1D[*]:numeric \ |
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12 ,xvalues[*][*]:numeric, yvalues[*][*]:numeric \ |
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13 ,mn_yvalues[*][*]:numeric, mx_yvalues[*][*]:numeric \ |
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14 ,dx4[1]:numeric \ |
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15 ) |
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16 begin |
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17 ; Calculaee "nice" bins for binning the data in equally spaced ranges. |
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18 ; input : RAIN1_1D, RAIN2_1D, NPP1_1D, NPP2_1D |
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19 ; output: xvalues, yvalues, mn_yvalues, mx_yvalues,dx4 |
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20 |
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21 nbins = 15 ; Number of bins to use. |
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22 |
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23 nicevals = nice_mnmxintvl(min(RAIN1_1D),max(RAIN1_1D),nbins,True) |
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24 nvals = floattoint((nicevals(1) - nicevals(0))/nicevals(2) + 1) |
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25 range = fspan(nicevals(0),nicevals(1),nvals) |
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26 |
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27 ; Use this range information to grab all the values in a |
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28 ; particular range, and then take an average. |
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29 |
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30 nr = dimsizes(range) |
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31 nx = nr-1 |
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32 ; print (nx) |
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33 |
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34 ; xvalues = new((/2,nx/),typeof(RAIN1_1D)) |
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35 xvalues(0,:) = range(0:nr-2) + (range(1:)-range(0:nr-2))/2. |
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36 dx = xvalues(0,1) - xvalues(0,0) ; range width |
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37 dx4 = dx/4 ; 1/4 of the range |
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38 xvalues(1,:) = xvalues(0,:) - dx/5. |
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39 ; yvalues = new((/2,nx/),typeof(RAIN1_1D)) |
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40 ; mn_yvalues = new((/2,nx/),typeof(RAIN1_1D)) |
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41 ; mx_yvalues = new((/2,nx/),typeof(RAIN1_1D)) |
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42 |
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43 do nd=0,1 |
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44 |
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45 ; See if we are doing model or observational data. |
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46 |
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47 if(nd.eq.0) then |
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48 data = RAIN1_1D |
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49 npp_data = NPP1_1D |
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50 else |
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51 data = RAIN2_1D |
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52 npp_data = NPP2_1D |
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53 end if |
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54 |
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55 ; Loop through each range and check for values. |
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56 |
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57 do i=0,nr-2 |
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58 if (i.ne.(nr-2)) then |
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59 ; print("") |
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60 ; print("In range ["+range(i)+","+range(i+1)+")") |
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61 idx = ind((range(i).le.data).and.(data.lt.range(i+1))) |
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62 else |
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63 ; print("") |
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64 ; print("In range ["+range(i)+",)") |
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65 idx = ind(range(i).le.data) |
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66 end if |
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67 |
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68 ; Calculate average, and get min and max. |
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69 |
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70 if(.not.any(ismissing(idx))) then |
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71 yvalues(nd,i) = avg(npp_data(idx)) |
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72 mn_yvalues(nd,i) = min(npp_data(idx)) |
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73 mx_yvalues(nd,i) = max(npp_data(idx)) |
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74 count = dimsizes(idx) |
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75 else |
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76 count = 0 |
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77 yvalues(nd,i) = yvalues@_FillValue |
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78 mn_yvalues(nd,i) = yvalues@_FillValue |
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79 mx_yvalues(nd,i) = yvalues@_FillValue |
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80 end if |
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81 |
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82 ; Print out information. |
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83 ; print(data_types(nd) + ": " + count + " points, avg = " + yvalues(nd,i)) |
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84 ; print("Min/Max: " + mn_yvalues(nd,i) + "/" + mx_yvalues(nd,i)) |
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85 |
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86 ; Clean up for next time in loop. |
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87 |
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88 delete(idx) |
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89 end do |
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90 delete(data) |
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91 delete(npp_data) |
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92 end do |
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93 end |
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94 ;**************************************************************************** |
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95 ; Main code. |
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96 ;**************************************************************************** |
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97 begin |
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98 |
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99 plot_type = "ps" |
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100 plot_type_new = "png" |
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101 |
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102 ;************************************************ |
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103 ; read model data |
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104 ;************************************************ |
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105 |
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106 ;film = "i01.06cn_1798-2004_ANN_climo.nc" |
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107 ;model_name = "06cn" |
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108 ;model_grid = "T42" |
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109 |
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110 ;film = "i01.06casa_1798-2004_ANN_climo.nc" |
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111 ;model_name = "06casa" |
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112 ;model_grid = "T42" |
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113 |
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114 ;film = "i01.10casa_1948-2004_ANN_climo.nc" |
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115 ;model_name = "10casa" |
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116 ;model_grid = "T42" |
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117 |
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118 film = "i01.10cn_1948-2004_ANN_climo.nc" |
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119 model_name = "10cn" |
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120 model_grid = "T42" |
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121 |
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122 html_name = "table.html." + model_name |
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123 html_new = html_name +".new" |
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124 system("sed s#model_name#"+model_name+"# "+html_name+" > "+html_new) |
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125 system("mv -f "+html_new+" "+html_name) |
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126 ;-------------------------------------------------- |
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127 dirm = "/fis/cgd/cseg/people/jeff/clamp_data/model/" |
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128 fm = addfile (dirm+film,"r") |
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129 |
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130 nppmod0 = fm->NPP |
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131 rainmod0 = fm->RAIN |
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132 xm = fm->lon |
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133 ym = fm->lat |
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134 |
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135 ;************************************************ |
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136 ; read ob data |
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137 ;************************************************ |
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138 |
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139 ;(1) data at 81 sites |
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140 dir81 = "/fis/cgd/cseg/people/jeff/clamp_data/npp/ob/" |
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141 fil81 = "data.81.nc" |
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142 f81 = addfile (dir81+fil81,"r") |
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143 |
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144 id81 = f81->SITE_ID |
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145 npp81 = f81->TNPP_C |
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146 rain81 = tofloat(f81->PREC_ANN) |
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147 x81 = f81->LONG_DD |
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148 y81 = f81->LAT_DD |
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149 |
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150 id81@long_name = "SITE_ID" |
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151 |
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152 ;change longitude from (-180,180) to (0,360) |
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153 ;for model data interpolation |
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154 |
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155 do i= 0,dimsizes(x81)-1 |
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156 if (x81(i) .lt. 0.) then |
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157 x81(i) = x81(i)+ 360. |
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158 end if |
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159 end do |
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160 ;print (x81) |
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161 ;------------------------------------- |
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162 ;(2) data at 933 sites |
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163 dir933 = "/fis/cgd/cseg/people/jeff/clamp_data/npp/ob/" |
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164 fil933 = "data.933.nc" |
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165 f933 = addfile (dir933+fil933,"r") |
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166 |
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167 id933 = f933->SITE_ID |
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168 npp933 = f933->TNPP_C |
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169 rain933 = f933->PREC |
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170 x933 = f933->LONG_DD |
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171 y933 = f933->LAT_DD |
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172 |
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173 id933@long_name = "SITE_ID" |
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174 |
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175 ;change longitude from (-180,180) to (0,360) |
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176 ;for model data interpolation |
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177 |
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178 do i= 0,dimsizes(x933)-1 |
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179 if (x933(i) .lt. 0.) then |
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180 x933(i) = x933(i)+ 360. |
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181 end if |
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182 end do |
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183 ;print (x933) |
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184 ;---------------------------------------- |
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185 ;(3) global data, interpolated into model grid |
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186 dirglobe = "/fis/cgd/cseg/people/jeff/clamp_data/npp/ob/" |
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187 filglobe = "Npp_"+model_grid+"_mean.nc" |
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188 fglobe = addfile (dirglobe+filglobe,"r") |
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189 |
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190 nppglobe0 = fglobe->NPP |
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191 nppglobe = nppglobe0 |
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192 |
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193 ;*********************************************************************** |
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194 ; interpolate model data into ob sites |
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195 ;*********************************************************************** |
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196 |
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197 nppmod = nppmod0(0,:,:) |
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198 rainmod = rainmod0(0,:,:) |
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199 delete (nppmod0) |
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200 delete (rainmod0) |
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201 |
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202 nppmod81 =linint2_points(xm,ym,nppmod,True,x81,y81,0) |
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203 |
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204 nppmod933 =linint2_points(xm,ym,nppmod,True,x933,y933,0) |
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205 |
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206 rainmod81 =linint2_points(xm,ym,rainmod,True,x81,y81,0) |
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207 |
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208 rainmod933=linint2_points(xm,ym,rainmod,True,x933,y933,0) |
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209 |
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210 ;********************************************************** |
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211 ; unified units |
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212 ;********************************************************** |
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213 ; Units for these variables are: |
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214 ; |
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215 ; rain81 : mm/year |
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216 ; rainmod : mm/s |
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217 ; npp81 : g C/m^2/year |
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218 ; nppmod81: g C/m^2/s |
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219 ; nppglobe: g C/m^2/year |
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220 ; |
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221 ; We want to convert these to "m/year" and "g C/m^2/year". |
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222 |
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223 nsec_per_year = 60*60*24*365 |
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224 |
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225 rain81 = rain81 / 1000. |
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226 rainmod81 = (rainmod81/ 1000.) * nsec_per_year |
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227 nppmod81 = nppmod81 * nsec_per_year |
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228 |
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229 rain933 = rain933 / 1000. |
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230 rainmod933 = (rainmod933/ 1000.) * nsec_per_year |
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231 nppmod933 = nppmod933 * nsec_per_year |
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232 |
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233 nppmod = nppmod * nsec_per_year |
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234 |
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235 npp81@units = "gC/m^2/yr" |
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236 nppmod81@units = "gC/m^2/yr" |
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237 npp933@units = "gC/m^2/yr" |
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238 nppmod933@units = "gC/m^2/yr" |
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239 nppmod@units = "gC/m^2/yr" |
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240 nppglobe@units = "gC/m^2/yr" |
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241 rain81@units = "m/yr" |
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242 rainmod81@units = "m/yr" |
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243 rain933@units = "m/yr" |
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244 rainmod933@units = "m/yr" |
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245 |
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246 npp81@long_name = "NPP (gC/m2/year)" |
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247 npp933@long_name = "NPP (gC/m2/year)" |
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248 nppmod81@long_name = "NPP (gC/m2/year)" |
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249 nppmod933@long_name = "NPP (gC/m2/year)" |
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250 nppmod@long_name = "NPP (gC/m2/year)" |
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251 nppglobe@long_name = "NPP (gC/m2/year)" |
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252 rain81@long_name = "PREC (m/year)" |
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253 rain933@long_name = "PREC (m/year)" |
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254 rainmod81@long_name = "PREC (m/year)" |
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255 rainmod933@long_name = "PREC (m/year)" |
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256 |
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257 ;******************************************************************* |
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258 ;(A)-1 table of site81 (1) (the first 41 sites) |
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259 ;******************************************************************* |
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260 |
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261 table_length = 0.95 |
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262 |
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263 ; table header name |
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264 table_header_name = "Site ID" |
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265 |
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266 ; column (not including header column) |
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267 col_header = (/"Latitude","Longitude","NPP (gC/m2/year)","RAIN (m/year)"/) |
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268 ncol = dimsizes(col_header) |
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269 |
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270 ; row (not including header row) |
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271 nrow = 41 |
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272 row_header = new ((/nrow/),string ) |
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273 row_header(0:nrow-1) = id81(0:nrow-1) |
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274 |
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275 ; Table header |
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276 ncr1 = (/1,1/) ; 1 row, 1 column |
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277 x1 = (/0.005,0.15/) ; Start and end X |
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278 y1 = (/0.900,0.95/) ; Start and end Y |
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279 text1 = table_header_name |
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280 res1 = True |
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281 res1@txFontHeightF = 0.015 |
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282 res1@gsFillColor = "CornFlowerBlue" |
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283 |
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284 ; Column header (equally space in x2) |
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285 ncr2 = (/1,ncol/) ; 1 rows, ncol columns |
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286 x2 = (/x1(1),0.995/) ; start from end of x1 |
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287 y2 = y1 ; same as y1 |
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288 text2 = col_header |
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289 res2 = True |
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290 res2@txFontHeightF = 0.015 |
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291 res2@gsFillColor = "Gray" |
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292 |
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293 ; Row header (equally space in y2) |
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294 ncr3 = (/nrow,1/) ; nrow rows, 1 columns |
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295 x3 = x1 ; same as x1 |
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296 y3 = (/1.0-table_length,y1(0)/) ; end at start of y1 |
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297 text3 = row_header |
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298 res3 = True |
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299 res3@txFontHeightF = 0.010 |
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300 res3@gsFillColor = "Gray" |
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301 |
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302 ; Main table body |
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303 ncr4 = (/nrow,ncol/) ; nrow rows, ncol columns |
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304 x4 = x2 ; Start and end x |
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305 y4 = y3 ; Start and end Y |
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306 text4 = new((/nrow,ncol/),string) |
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307 |
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308 color_fill4 = new((/nrow,ncol/),string) |
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309 color_fill4 = "white" |
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310 ; color_fill4(:,ncol-1) = "grey" |
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311 ; color_fill4(nrow-1,:) = "green" |
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312 |
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313 res4 = True ; Set up resource list |
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314 ; res4@gsnDebug = True ; Useful to print NDC row,col values used. |
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315 res4@txFontHeightF = 0.015 |
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316 res4@gsFillColor = color_fill4 |
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317 |
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318 delete (color_fill4) |
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319 ;------------------------------------------------------------------- |
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320 ; for table value |
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321 |
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322 do n = 0,nrow-1 |
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323 text4(n,0) = sprintf("%5.2f", y81(n)) |
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324 text4(n,1) = sprintf("%5.2f", x81(n)) |
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325 text4(n,2) = sprintf("%5.2f", npp81(n)) |
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326 text4(n,3) = sprintf("%5.2f", rain81(n)) |
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327 end do |
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328 ;------------------------------------------------------------------- |
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329 |
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330 plot_name = "table_site81_ob1" |
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331 |
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332 wks = gsn_open_wks (plot_type,plot_name) |
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333 ;------------------------------------------ |
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334 ; for table title |
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335 |
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336 gRes = True |
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337 gRes@txFontHeightF = 0.02 |
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338 ; gRes@txAngleF = 90 |
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339 |
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340 title_text = "Observation at 81 Sites (1)" |
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341 |
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342 gsn_text_ndc(wks,title_text,0.50,0.975,gRes) |
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343 ;------------------------------------------ |
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344 |
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345 gsn_table(wks,ncr1,x1,y1,text1,res1) |
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346 gsn_table(wks,ncr2,x2,y2,text2,res2) |
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347 gsn_table(wks,ncr3,x3,y3,text3,res3) |
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348 gsn_table(wks,ncr4,x4,y4,text4,res4) |
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349 |
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350 frame(wks) |
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351 clear (wks) |
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352 |
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353 delete (row_header) |
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354 delete (res3) |
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355 delete (ncr3) |
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356 delete (text3) |
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357 delete (res4) |
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358 delete (ncr4) |
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359 delete (text4) |
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360 |
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361 system("convert "+plot_name+"."+plot_type+" "+plot_name+"."+plot_type_new) |
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362 system("rm "+plot_name+"."+plot_type) |
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363 system("rm "+plot_name+"-1."+plot_type_new) |
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364 system("mv "+plot_name+"-0."+plot_type_new+" "+plot_name+"."+plot_type_new) |
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365 |
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366 ;******************************************************************* |
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367 ;(A)-2 table of site81 (2) (the last 40 sites) |
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368 ;******************************************************************* |
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369 |
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370 table_length = 0.95 |
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371 |
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372 ; table header name |
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373 table_header_name = "Site ID" |
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374 |
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375 ; column (not including header column) |
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376 col_header = (/"Latitude","Longitude","NPP (gC/m2/year)","RAIN (m/year)"/) |
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377 ncol = dimsizes(col_header) |
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378 |
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379 ; row (not including header row) |
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380 nrow = 40 |
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381 row_header = new ((/nrow/),string ) |
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382 row_header(0:nrow-1) = id81(41:41+nrow-1) |
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383 |
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384 ; Table header |
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385 ncr1 = (/1,1/) ; 1 row, 1 column |
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386 x1 = (/0.005,0.15/) ; Start and end X |
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387 y1 = (/0.900,0.95/) ; Start and end Y |
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388 text1 = table_header_name |
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389 res1 = True |
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390 res1@txFontHeightF = 0.015 |
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391 res1@gsFillColor = "CornFlowerBlue" |
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392 |
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393 ; Column header (equally space in x2) |
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394 ncr2 = (/1,ncol/) ; 1 rows, ncol columns |
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395 x2 = (/x1(1),0.995/) ; start from end of x1 |
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396 y2 = y1 ; same as y1 |
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397 text2 = col_header |
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398 res2 = True |
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399 res2@txFontHeightF = 0.015 |
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400 res2@gsFillColor = "Gray" |
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401 |
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402 ; Row header (equally space in y2) |
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403 ncr3 = (/nrow,1/) ; nrow rows, 1 columns |
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404 x3 = x1 ; same as x1 |
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405 y3 = (/1.0-table_length,y1(0)/) ; end at start of y1 |
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406 text3 = row_header |
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407 res3 = True |
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408 res3@txFontHeightF = 0.010 |
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409 res3@gsFillColor = "Gray" |
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410 |
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411 ; Main table body |
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412 ncr4 = (/nrow,ncol/) ; nrow rows, ncol columns |
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413 x4 = x2 ; Start and end x |
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414 y4 = y3 ; Start and end Y |
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415 text4 = new((/nrow,ncol/),string) |
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416 |
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417 color_fill4 = new((/nrow,ncol/),string) |
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418 color_fill4 = "white" |
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419 ; color_fill4(:,ncol-1) = "grey" |
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420 ; color_fill4(nrow-1,:) = "green" |
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421 |
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422 res4 = True ; Set up resource list |
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423 ; res4@gsnDebug = True ; Useful to print NDC row,col values used. |
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424 res4@txFontHeightF = 0.015 |
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425 res4@gsFillColor = color_fill4 |
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426 |
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427 delete (color_fill4) |
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428 ;------------------------------------------------------------------- |
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429 ; for table value |
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430 |
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431 do n = 0,nrow-1 |
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432 text4(n,0) = sprintf("%5.2f", y81(n+41)) |
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433 text4(n,1) = sprintf("%5.2f", x81(n+41)) |
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434 text4(n,2) = sprintf("%5.2f", npp81(n+41)) |
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435 text4(n,3) = sprintf("%5.2f", rain81(n+41)) |
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436 end do |
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437 ;------------------------------------------------------------------- |
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438 |
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439 plot_name = "table_site81_ob2" |
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440 |
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441 wks = gsn_open_wks (plot_type,plot_name) |
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442 ;------------------------------------------ |
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443 ; for table title |
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444 |
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445 gRes = True |
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446 gRes@txFontHeightF = 0.02 |
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447 ; gRes@txAngleF = 90 |
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448 |
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449 title_text = "Observation at 81 Sites (2)" |
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450 |
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451 gsn_text_ndc(wks,title_text,0.50,0.975,gRes) |
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452 ;------------------------------------------ |
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453 |
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454 gsn_table(wks,ncr1,x1,y1,text1,res1) |
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455 gsn_table(wks,ncr2,x2,y2,text2,res2) |
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456 gsn_table(wks,ncr3,x3,y3,text3,res3) |
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457 gsn_table(wks,ncr4,x4,y4,text4,res4) |
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458 |
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459 frame(wks) |
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460 clear (wks) |
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461 |
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462 delete (row_header) |
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463 delete (res3) |
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464 delete (ncr3) |
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465 delete (text3) |
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466 delete (res4) |
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467 delete (ncr4) |
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468 delete (text4) |
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469 |
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470 system("convert "+plot_name+"."+plot_type+" "+plot_name+"."+plot_type_new) |
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471 system("rm "+plot_name+"."+plot_type) |
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472 system("rm "+plot_name+"-1."+plot_type_new) |
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473 system("mv "+plot_name+"-0."+plot_type_new+" "+plot_name+"."+plot_type_new) |
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474 |
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475 ;************************************************************************** |
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476 ;(A)-3 scatter plot, ob 933 |
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477 ;************************************************************************** |
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478 |
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479 plot_name = "scatter_ob_933" |
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480 title = "Observed 933 sites" |
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481 |
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482 wks = gsn_open_wks (plot_type,plot_name) ; open workstation |
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483 res = True ; plot mods desired |
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484 res@tiMainString = title ; add title |
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485 res@xyMarkLineModes = "Markers" ; choose which have markers |
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486 res@xyMarkers = 16 ; choose type of marker |
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487 res@xyMarkerColor = "red" ; Marker color |
|
488 res@xyMarkerSizeF = 0.01 ; Marker size (default 0.01) |
|
489 res@tmLabelAutoStride = True ; nice tick mark labels |
|
490 |
|
491 plot = gsn_csm_xy (wks,id933,npp933,res) ; create plot |
|
492 frame(wks) |
|
493 clear (wks) |
|
494 |
|
495 system("convert "+plot_name+"."+plot_type+" "+plot_name+"."+plot_type_new) |
|
496 system("mv "+plot_name+"-0."+plot_type_new+" "+plot_name+"."+plot_type_new) |
|
497 system("rm "+plot_name+"-*."+plot_type_new) |
|
498 system("rm "+plot_name+"."+plot_type) |
|
499 |
|
500 ;************************************************************************** |
|
501 ;(A)-4 scatter plot, model 933 |
|
502 ;************************************************************************** |
|
503 |
|
504 plot_name = "scatter_model_933" |
|
505 title = "Model "+ model_name +" 933 sites" |
|
506 |
|
507 wks = gsn_open_wks (plot_type,plot_name) ; open workstation |
|
508 res = True ; plot mods desired |
|
509 res@tiMainString = title ; add title |
|
510 res@xyMarkLineModes = "Markers" ; choose which have markers |
|
511 res@xyMarkers = 16 ; choose type of marker |
|
512 res@xyMarkerColor = "red" ; Marker color |
|
513 res@xyMarkerSizeF = 0.01 ; Marker size (default 0.01) |
|
514 res@tmLabelAutoStride = True ; nice tick mark labels |
|
515 |
|
516 plot = gsn_csm_xy (wks,id933,nppmod933,res) ; create plot |
|
517 frame(wks) |
|
518 clear (wks) |
|
519 |
|
520 system("convert "+plot_name+"."+plot_type+" "+plot_name+"."+plot_type_new) |
|
521 system("mv "+plot_name+"-0."+plot_type_new+" "+plot_name+"."+plot_type_new) |
|
522 system("rm "+plot_name+"-*."+plot_type_new) |
|
523 system("rm "+plot_name+"."+plot_type) |
|
524 |
|
525 ;*************************************************************************** |
|
526 ;(A)-5 scatter plot, model vs ob 81 |
|
527 ;*************************************************************************** |
|
528 |
|
529 plot_name = "scatter_model_vs_ob_81" |
|
530 title = model_name +" vs ob 81 sites" |
|
531 |
|
532 wks = gsn_open_wks (plot_type,plot_name) ; open workstation |
|
533 res = True ; plot mods desired |
|
534 res@tiMainString = title ; add title |
|
535 res@xyMarkLineModes = "Markers" ; choose which have markers |
|
536 res@xyMarkers = 16 ; choose type of marker |
|
537 res@xyMarkerColor = "red" ; Marker color |
|
538 res@xyMarkerSizeF = 0.01 ; Marker size (default 0.01) |
|
539 res@tmLabelAutoStride = True ; nice tick mark labels |
|
540 |
|
541 res@gsnDraw = False |
|
542 res@gsnFrame = False ; don't advance frame yet |
|
543 ;------------------------------- |
|
544 ;compute correlation coef. and M |
|
545 ccr81 = esccr(nppmod81,npp81,0) |
|
546 ;print (ccr81) |
|
547 |
|
548 ;new eq |
|
549 bias = sum(abs(nppmod81-npp81)/(abs(nppmod81)+abs(npp81))) |
|
550 M81 = (1. - (bias/dimsizes(y81)))*5. |
|
551 |
|
552 M_npp_S81 = sprintf("%.2f", M81) |
|
553 system("sed s#M_npp_S81#"+M_npp_S81+"# "+html_name+" > "+html_new) |
|
554 system("mv -f "+html_new+" "+html_name) |
|
555 print (M_npp_S81) |
|
556 |
|
557 tRes = True |
|
558 tRes@txFontHeightF = 0.025 |
|
559 |
|
560 correlation_text = "(correlation coef = "+sprintf("%5.2f", ccr81)+")" |
|
561 |
|
562 gsn_text_ndc(wks,correlation_text,0.5,0.95,tRes) |
|
563 ;-------------------------------- |
|
564 plot = gsn_csm_xy (wks,npp81,nppmod81,res) ; create plot |
|
565 ;------------------------------- |
|
566 ; add polyline |
|
567 |
|
568 dum=gsn_add_polyline(wks,plot,(/0,1200/),(/0,1200/),False) |
|
569 ;------------------------------- |
|
570 draw (plot) |
|
571 frame(wks) |
|
572 clear (wks) |
|
573 delete (dum) |
|
574 |
|
575 system("convert "+plot_name+"."+plot_type+" "+plot_name+"."+plot_type_new) |
|
576 system("mv "+plot_name+"-0."+plot_type_new+" "+plot_name+"."+plot_type_new) |
|
577 system("rm "+plot_name+"-*."+plot_type_new) |
|
578 system("rm "+plot_name+"."+plot_type) |
|
579 |
|
580 ;*************************************************************************** |
|
581 ;(A)-6 scatter plot, model vs ob 933 |
|
582 ;*************************************************************************** |
|
583 |
|
584 plot_name = "scatter_model_vs_ob_933" |
|
585 title = model_name +" vs ob 933 sites" |
|
586 |
|
587 wks = gsn_open_wks (plot_type,plot_name) ; open workstation |
|
588 res = True ; plot mods desired |
|
589 res@tiMainString = title ; add title |
|
590 res@xyMarkLineModes = "Markers" ; choose which have markers |
|
591 res@xyMarkers = 16 ; choose type of marker |
|
592 res@xyMarkerColor = "red" ; Marker color |
|
593 res@xyMarkerSizeF = 0.01 ; Marker size (default 0.01) |
|
594 res@tmLabelAutoStride = True ; nice tick mark labels |
|
595 |
|
596 res@gsnDraw = False |
|
597 res@gsnFrame = False ; don't advance frame yet |
|
598 ;------------------------------- |
|
599 ;compute correlation coef. and M |
|
600 ccr933 = esccr(nppmod933,npp933,0) |
|
601 ;print (ccr933) |
|
602 |
|
603 ;new eq |
|
604 bias = sum(abs(nppmod933-npp933)/(abs(nppmod933)+abs(npp933))) |
|
605 M933 = (1. - (bias/dimsizes(y933)))*5. |
|
606 |
|
607 M_npp_S933 = sprintf("%.2f", M933) |
|
608 system("sed s#M_npp_S933#"+M_npp_S933+"# "+html_name+" > "+html_new) |
|
609 system("mv -f "+html_new+" "+html_name) |
|
610 print (M_npp_S933) |
|
611 |
|
612 tRes = True |
|
613 tRes@txFontHeightF = 0.025 |
|
614 |
|
615 correlation_text = "(correlation coef = "+sprintf("%5.2f", ccr933)+")" |
|
616 |
|
617 gsn_text_ndc(wks,correlation_text,0.5,0.95,tRes) |
|
618 ;-------------------------------- |
|
619 plot = gsn_csm_xy (wks,npp933,nppmod933,res) ; create plot |
|
620 ;------------------------------- |
|
621 ; add polyline |
|
622 |
|
623 dum=gsn_add_polyline(wks,plot,(/0,1500/),(/0,1500/),False) |
|
624 ;------------------------------- |
|
625 draw (plot) |
|
626 frame(wks) |
|
627 clear (wks) |
|
628 delete (dum) |
|
629 |
|
630 system("convert "+plot_name+"."+plot_type+" "+plot_name+"."+plot_type_new) |
|
631 system("mv "+plot_name+"-0."+plot_type_new+" "+plot_name+"."+plot_type_new) |
|
632 system("rm "+plot_name+"-*."+plot_type_new) |
|
633 system("rm "+plot_name+"."+plot_type) |
|
634 |
|
635 ;******************************************************************* |
|
636 ;(A)-7 table of site81 (1) (the first 41 sites), model vs ob |
|
637 ;******************************************************************* |
|
638 |
|
639 table_length = 0.95 |
|
640 |
|
641 ; table header name |
|
642 table_header_name = "Site ID" |
|
643 |
|
644 ; row (not including header row) |
|
645 nrow = 41 |
|
646 row_header = new ((/nrow/),string ) |
|
647 row_header(0:nrow-1) = id81(0:nrow-1) |
|
648 |
|
649 ; Table header |
|
650 ncr1 = (/1,1/) ; 1 row, 1 column |
|
651 x1 = (/0.005,0.15/) ; Start and end X |
|
652 y1 = (/0.85 ,0.95/) ; Start and end Y |
|
653 text1 = table_header_name |
|
654 res1 = True |
|
655 res1@txFontHeightF = 0.015 |
|
656 res1@gsFillColor = "CornFlowerBlue" |
|
657 |
|
658 ; Column header1 (equally space in x2) |
|
659 |
|
660 delete (col_header) |
|
661 delete (ncr2) |
|
662 delete (text2) |
|
663 |
|
664 col_header = (/"Latitude","Longitude"/) |
|
665 ncol = dimsizes(col_header) |
|
666 |
|
667 ncr2 = (/1,ncol/) ; 1 rows, ncol columns |
|
668 x2 = (/x1(1),0.35/) ; start from end of x1 |
|
669 y2 = y1 ; same as y1 |
|
670 text2 = col_header |
|
671 res2 = True |
|
672 res2@txFontHeightF = 0.015 |
|
673 res2@gsFillColor = "Gray" |
|
674 |
|
675 ; Column header2 (equally space in x2) |
|
676 |
|
677 col_header1 = (/"NPP (gC/m2/year)","RAIN (m/year)"/) |
|
678 col_header2 = (/"ob",model_name \ |
|
679 ,"ob",model_name \ |
|
680 /) |
|
681 |
|
682 ncol1 = dimsizes(col_header1) |
|
683 ncol2 = dimsizes(col_header2) |
|
684 |
|
685 ncr21 = (/1,ncol1/) ; 1 rows, 4 columns |
|
686 x21 = (/x2(1),0.995/) ; start from end of x2 |
|
687 yhalf = (y1(0)+y1(1))*0.5 |
|
688 y21 = (/yhalf,y1(1)/) ; top half of y1 |
|
689 text21 = col_header1 |
|
690 res21 = True |
|
691 res21@txFontHeightF = 0.015 |
|
692 res21@gsFillColor = "Gray" |
|
693 |
|
694 ncr22 = (/1,ncol2/) ; 1 rows, 12 columns |
|
695 x22 = x21 ; start from end of x1 |
|
696 y22 = (/y1(0),yhalf/) ; bottom half of y1 |
|
697 text22 = col_header2 |
|
698 res22 = True |
|
699 res22@txFontHeightF = 0.015 |
|
700 res22@gsFillColor = "Gray" |
|
701 |
|
702 ; Row header (equally space in y2) |
|
703 ncr3 = (/nrow,1/) ; nrow rows, 1 columns |
|
704 x3 = x1 ; same as x1 |
|
705 y3 = (/1.0-table_length,y1(0)/) ; end at start of y1 |
|
706 text3 = row_header |
|
707 res3 = True |
|
708 res3@txFontHeightF = 0.010 |
|
709 res3@gsFillColor = "Gray" |
|
710 |
|
711 ; Main table body-1 |
|
712 ncr4 = (/nrow,ncol/) ; nrow rows, ncol columns |
|
713 x4 = x2 ; Start and end x |
|
714 y4 = y3 ; Start and end Y |
|
715 text4 = new((/nrow,ncol/),string) |
|
716 |
|
717 color_fill4 = new((/nrow,ncol/),string) |
|
718 color_fill4 = "white" |
|
719 ; color_fill4(:,ncol-1) = "grey" |
|
720 ; color_fill4(nrow-1,:) = "green" |
|
721 |
|
722 res4 = True ; Set up resource list |
|
723 ; res4@gsnDebug = True ; Useful to print NDC row,col values used. |
|
724 res4@txFontHeightF = 0.015 |
|
725 res4@gsFillColor = color_fill4 |
|
726 |
|
727 delete (color_fill4) |
|
728 |
|
729 ; Main table body-2 |
|
730 ncr42 = (/nrow,ncol2/) ; nrow rows, ncol columns |
|
731 x42 = x21 ; Start and end x |
|
732 y42 = y3 ; Start and end Y |
|
733 text42 = new((/nrow,ncol2/),string) |
|
734 |
|
735 color_fill42 = new((/nrow,ncol2/),string) |
|
736 color_fill42 = "white" |
|
737 ; color_fill42(:,ncol-1) = "grey" |
|
738 ; color_fill42(nrow-1,:) = "green" |
|
739 |
|
740 res42 = True ; Set up resource list |
|
741 ; res42@gsnDebug = True ; Useful to print NDC row,col values used. |
|
742 res42@txFontHeightF = 0.015 |
|
743 res42@gsFillColor = color_fill42 |
|
744 |
|
745 delete (color_fill42) |
|
746 ;------------------------------------------------------------------- |
|
747 ; for table value |
|
748 |
|
749 do n = 0,nrow-1 |
|
750 text4(n,0) = sprintf("%5.2f", y81(n)) |
|
751 text4(n,1) = sprintf("%5.2f", x81(n)) |
|
752 end do |
|
753 |
|
754 do n = 0,nrow-1 |
|
755 text42(n,0) = sprintf("%5.2f", npp81(n)) |
|
756 text42(n,1) = sprintf("%5.2f", nppmod81(n)) |
|
757 text42(n,2) = sprintf("%5.2f", rain81(n)) |
|
758 text42(n,3) = sprintf("%5.2f", rainmod81(n)) |
|
759 end do |
|
760 ;--------------------------------------------------------------------------- |
|
761 |
|
762 plot_name = "table_site81_model_vs_ob1" |
|
763 |
|
764 wks = gsn_open_wks (plot_type,plot_name) |
|
765 ;------------------------------------------ |
|
766 ; for table title |
|
767 |
|
768 gRes = True |
|
769 gRes@txFontHeightF = 0.02 |
|
770 ; gRes@txAngleF = 90 |
|
771 |
|
772 title_text = "Model vs Observation at 81 Sites (1)" |
|
773 |
|
774 gsn_text_ndc(wks,title_text,0.50,0.975,gRes) |
|
775 ;------------------------------------------ |
|
776 |
|
777 gsn_table(wks,ncr1,x1,y1,text1,res1) |
|
778 gsn_table(wks,ncr2,x2,y2,text2,res2) |
|
779 gsn_table(wks,ncr21,x21,y21,text21,res21) |
|
780 gsn_table(wks,ncr22,x22,y22,text22,res22) |
|
781 gsn_table(wks,ncr3,x3,y3,text3,res3) |
|
782 gsn_table(wks,ncr4,x4,y4,text4,res4) |
|
783 gsn_table(wks,ncr42,x42,y42,text42,res42) |
|
784 |
|
785 frame(wks) |
|
786 clear (wks) |
|
787 |
|
788 delete (col_header) |
|
789 delete (row_header) |
|
790 delete (res1) |
|
791 delete (ncr1) |
|
792 delete (text1) |
|
793 delete (res2) |
|
794 delete (ncr2) |
|
795 delete (text2) |
|
796 delete (res21) |
|
797 delete (ncr21) |
|
798 delete (text21) |
|
799 delete (res22) |
|
800 delete (ncr22) |
|
801 delete (text22) |
|
802 delete (res3) |
|
803 delete (ncr3) |
|
804 delete (text3) |
|
805 delete (res4) |
|
806 delete (ncr4) |
|
807 delete (text4) |
|
808 delete (res42) |
|
809 delete (ncr42) |
|
810 delete (text42) |
|
811 |
|
812 system("convert "+plot_name+"."+plot_type+" "+plot_name+"."+plot_type_new) |
|
813 system("rm "+plot_name+"."+plot_type) |
|
814 system("rm "+plot_name+"-1."+plot_type_new) |
|
815 system("mv "+plot_name+"-0."+plot_type_new+" "+plot_name+"."+plot_type_new) |
|
816 |
|
817 ;******************************************************************* |
|
818 ;(A)-8 table of site81 (2) (the last 40 sites), model vs ob |
|
819 ;******************************************************************* |
|
820 |
|
821 table_length = 0.95 |
|
822 |
|
823 ; table header name |
|
824 table_header_name = "Site ID" |
|
825 |
|
826 ; row (not including header row) |
|
827 nrow = 40 |
|
828 row_header = new ((/nrow/),string ) |
|
829 row_header(0:nrow-1) = id81(41:41+nrow-1) |
|
830 |
|
831 ; Table header |
|
832 ncr1 = (/1,1/) ; 1 row, 1 column |
|
833 x1 = (/0.005,0.15/) ; Start and end X |
|
834 y1 = (/0.85 ,0.95/) ; Start and end Y |
|
835 text1 = table_header_name |
|
836 res1 = True |
|
837 res1@txFontHeightF = 0.015 |
|
838 res1@gsFillColor = "CornFlowerBlue" |
|
839 |
|
840 ; Column header1 (equally space in x2) |
|
841 |
|
842 col_header = (/"Latitude","Longitude"/) |
|
843 ncol = dimsizes(col_header) |
|
844 |
|
845 ncr2 = (/1,ncol/) ; 1 rows, ncol columns |
|
846 x2 = (/x1(1),0.35/) ; start from end of x1 |
|
847 y2 = y1 ; same as y1 |
|
848 text2 = col_header |
|
849 res2 = True |
|
850 res2@txFontHeightF = 0.015 |
|
851 res2@gsFillColor = "Gray" |
|
852 |
|
853 ; Column header2 (equally space in x2) |
|
854 |
|
855 ; col_header1 = (/"NPP (gC/m2/year)","RAIN (m/year)"/) |
|
856 col_header2 = (/"ob",model_name \ |
|
857 ,"ob",model_name \ |
|
858 /) |
|
859 |
|
860 ncol1 = dimsizes(col_header1) |
|
861 ncol2 = dimsizes(col_header2) |
|
862 |
|
863 ncr21 = (/1,ncol1/) ; 1 rows, 4 columns |
|
864 x21 = (/x2(1),0.995/) ; start from end of x2 |
|
865 yhalf = (y1(0)+y1(1))*0.5 |
|
866 y21 = (/yhalf,y1(1)/) ; top half of y1 |
|
867 text21 = col_header1 |
|
868 res21 = True |
|
869 res21@txFontHeightF = 0.015 |
|
870 res21@gsFillColor = "Gray" |
|
871 |
|
872 ncr22 = (/1,ncol2/) ; 1 rows, 12 columns |
|
873 x22 = x21 ; start from end of x1 |
|
874 y22 = (/y1(0),yhalf/) ; bottom half of y1 |
|
875 text22 = col_header2 |
|
876 res22 = True |
|
877 res22@txFontHeightF = 0.015 |
|
878 res22@gsFillColor = "Gray" |
|
879 |
|
880 ; Row header (equally space in y2) |
|
881 ncr3 = (/nrow,1/) ; nrow rows, 1 columns |
|
882 x3 = x1 ; same as x1 |
|
883 y3 = (/1.0-table_length,y1(0)/) ; end at start of y1 |
|
884 text3 = row_header |
|
885 res3 = True |
|
886 res3@txFontHeightF = 0.010 |
|
887 res3@gsFillColor = "Gray" |
|
888 |
|
889 ; Main table body-1 |
|
890 ncr4 = (/nrow,ncol/) ; nrow rows, ncol columns |
|
891 x4 = x2 ; Start and end x |
|
892 y4 = y3 ; Start and end Y |
|
893 text4 = new((/nrow,ncol/),string) |
|
894 |
|
895 color_fill4 = new((/nrow,ncol/),string) |
|
896 color_fill4 = "white" |
|
897 ; color_fill4(:,ncol-1) = "grey" |
|
898 ; color_fill4(nrow-1,:) = "green" |
|
899 |
|
900 res4 = True ; Set up resource list |
|
901 ; res4@gsnDebug = True ; Useful to print NDC row,col values used. |
|
902 res4@txFontHeightF = 0.015 |
|
903 res4@gsFillColor = color_fill4 |
|
904 |
|
905 delete (color_fill4) |
|
906 |
|
907 ; Main table body-2 |
|
908 ncr42 = (/nrow,ncol2/) ; nrow rows, ncol columns |
|
909 x42 = x21 ; Start and end x |
|
910 y42 = y3 ; Start and end Y |
|
911 text42 = new((/nrow,ncol2/),string) |
|
912 |
|
913 color_fill42 = new((/nrow,ncol2/),string) |
|
914 color_fill42 = "white" |
|
915 ; color_fill42(:,ncol-1) = "grey" |
|
916 ; color_fill42(nrow-1,:) = "green" |
|
917 |
|
918 res42 = True ; Set up resource list |
|
919 ; res42@gsnDebug = True ; Useful to print NDC row,col values used. |
|
920 res42@txFontHeightF = 0.015 |
|
921 res42@gsFillColor = color_fill42 |
|
922 |
|
923 delete (color_fill42) |
|
924 ;------------------------------------------------------------------- |
|
925 ; for table value |
|
926 |
|
927 do n = 0,nrow-1 |
|
928 text4(n,0) = sprintf("%5.2f", y81(n+41)) |
|
929 text4(n,1) = sprintf("%5.2f", x81(n+41)) |
|
930 end do |
|
931 |
|
932 do n = 0,nrow-1 |
|
933 text42(n,0) = sprintf("%5.2f", npp81(n+41)) |
|
934 text42(n,1) = sprintf("%5.2f", nppmod81(n+41)) |
|
935 text42(n,2) = sprintf("%5.2f", rain81(n+41)) |
|
936 text42(n,3) = sprintf("%5.2f", rainmod81(n+41)) |
|
937 end do |
|
938 ;------------------------------------------------------------------- |
|
939 |
|
940 plot_name = "table_site81_model_vs_ob2" |
|
941 |
|
942 wks = gsn_open_wks (plot_type,plot_name) |
|
943 ;------------------------------------------ |
|
944 ; for table title |
|
945 |
|
946 gRes = True |
|
947 gRes@txFontHeightF = 0.02 |
|
948 ; gRes@txAngleF = 90 |
|
949 |
|
950 title_text = "Model vs Observation at 81 Sites (2)" |
|
951 |
|
952 gsn_text_ndc(wks,title_text,0.50,0.975,gRes) |
|
953 ;------------------------------------------ |
|
954 |
|
955 gsn_table(wks,ncr1,x1,y1,text1,res1) |
|
956 gsn_table(wks,ncr2,x2,y2,text2,res2) |
|
957 gsn_table(wks,ncr21,x21,y21,text21,res21) |
|
958 gsn_table(wks,ncr22,x22,y22,text22,res22) |
|
959 gsn_table(wks,ncr3,x3,y3,text3,res3) |
|
960 gsn_table(wks,ncr4,x4,y4,text4,res4) |
|
961 gsn_table(wks,ncr42,x42,y42,text42,res42) |
|
962 |
|
963 frame(wks) |
|
964 clear (wks) |
|
965 |
|
966 delete (col_header) |
|
967 delete (row_header) |
|
968 delete (res1) |
|
969 delete (ncr1) |
|
970 delete (text1) |
|
971 delete (res2) |
|
972 delete (ncr2) |
|
973 delete (text2) |
|
974 delete (res21) |
|
975 delete (ncr21) |
|
976 delete (text21) |
|
977 delete (res22) |
|
978 delete (ncr22) |
|
979 delete (text22) |
|
980 delete (res3) |
|
981 delete (ncr3) |
|
982 delete (text3) |
|
983 delete (res4) |
|
984 delete (ncr4) |
|
985 delete (text4) |
|
986 delete (res42) |
|
987 delete (ncr42) |
|
988 delete (text42) |
|
989 |
|
990 system("convert "+plot_name+"."+plot_type+" "+plot_name+"."+plot_type_new) |
|
991 system("rm "+plot_name+"."+plot_type) |
|
992 system("rm "+plot_name+"-1."+plot_type_new) |
|
993 system("mv "+plot_name+"-0."+plot_type_new+" "+plot_name+"."+plot_type_new) |
|
994 |
|
995 ;************************************************************************** |
|
996 ;(B) histogram 81 |
|
997 ;************************************************************************** |
|
998 ;get data |
|
999 RAIN1_1D = ndtooned(rain81) |
|
1000 RAIN2_1D = ndtooned(rainmod81) |
|
1001 NPP1_1D = ndtooned(npp81) |
|
1002 NPP2_1D = ndtooned(nppmod81) |
|
1003 |
|
1004 ; number of bin |
|
1005 nx = 8 |
|
1006 |
|
1007 xvalues = new((/2,nx/),float) |
|
1008 yvalues = new((/2,nx/),float) |
|
1009 mn_yvalues = new((/2,nx/),float) |
|
1010 mx_yvalues = new((/2,nx/),float) |
|
1011 dx4 = new((/1/),float) |
|
1012 |
|
1013 get_bin(RAIN1_1D, NPP1_1D, RAIN2_1D, NPP2_1D \ |
|
1014 ,xvalues,yvalues,mn_yvalues,mx_yvalues,dx4) |
|
1015 |
|
1016 ;---------------------------------------- |
|
1017 ;compute correlation coeff and M score |
|
1018 |
|
1019 u = yvalues(0,:) |
|
1020 v = yvalues(1,:) |
|
1021 |
|
1022 good = ind(.not.ismissing(u) .and. .not.ismissing(v)) |
|
1023 uu = u(good) |
|
1024 vv = v(good) |
|
1025 |
|
1026 ccr81h = esccr(uu,vv,0) |
|
1027 ;print (ccr81h) |
|
1028 |
|
1029 ;new eq |
|
1030 bias = sum(abs(vv-uu)/(abs(vv)+abs(uu))) |
|
1031 M81h = (1.- (bias/dimsizes(uu)))*5. |
|
1032 |
|
1033 M_npp_H81 = sprintf("%.2f", M81h) |
|
1034 system("sed s#M_npp_H81#"+M_npp_H81+"# "+html_name+" > "+html_new) |
|
1035 system("mv -f "+html_new+" "+html_name) |
|
1036 print (M_npp_H81) |
|
1037 |
|
1038 delete (u) |
|
1039 delete (v) |
|
1040 delete (uu) |
|
1041 delete (vv) |
|
1042 ;---------------------------------------------------------------------- |
|
1043 ; histogram res |
|
1044 resh = True |
|
1045 resh@gsnMaximize = True |
|
1046 resh@gsnDraw = False |
|
1047 resh@gsnFrame = False |
|
1048 resh@xyMarkLineMode = "Markers" |
|
1049 resh@xyMarkerSizeF = 0.014 |
|
1050 resh@xyMarker = 16 |
|
1051 resh@xyMarkerColors = (/"Brown","Blue"/) |
|
1052 resh@trYMinF = min(mn_yvalues) - 10. |
|
1053 resh@trYMaxF = max(mx_yvalues) + 10. |
|
1054 |
|
1055 resh@tiYAxisString = "NPP (g C/m2/year)" |
|
1056 resh@tiXAxisString = "Precipitation (m/year)" |
|
1057 |
|
1058 max_bar = new((/2,nx/),graphic) |
|
1059 min_bar = new((/2,nx/),graphic) |
|
1060 max_cap = new((/2,nx/),graphic) |
|
1061 min_cap = new((/2,nx/),graphic) |
|
1062 |
|
1063 lnres = True |
|
1064 line_colors = (/"brown","blue"/) |
|
1065 |
|
1066 ;************************************************************************** |
|
1067 ;(B)-1 histogram plot, ob 81 site |
|
1068 ;************************************************************************** |
|
1069 |
|
1070 plot_name = "histogram_ob_81" |
|
1071 title = "Observed 81 site" |
|
1072 resh@tiMainString = title |
|
1073 |
|
1074 wks = gsn_open_wks (plot_type,plot_name) |
|
1075 |
|
1076 xy = gsn_csm_xy(wks,xvalues(0,:),yvalues(0,:),resh) |
|
1077 |
|
1078 ;------------------------------- |
|
1079 ;Attach the vertical bar and the horizontal cap line |
|
1080 |
|
1081 delete (x1) |
|
1082 delete (x2) |
|
1083 delete (y1) |
|
1084 delete (y2) |
|
1085 |
|
1086 do nd=0,0 |
|
1087 lnres@gsLineColor = line_colors(nd) |
|
1088 do i=0,nx-1 |
|
1089 |
|
1090 if(.not.ismissing(mn_yvalues(nd,i)).and. \ |
|
1091 .not.ismissing(mx_yvalues(nd,i))) then |
|
1092 ; |
|
1093 ; Attach the vertical bar, both above and below the marker. |
|
1094 ; |
|
1095 x1 = xvalues(nd,i) |
|
1096 y1 = yvalues(nd,i) |
|
1097 y2 = mn_yvalues(nd,i) |
|
1098 plx = (/x1,x1/) |
|
1099 ply = (/y1,y2/) |
|
1100 min_bar(nd,i) = gsn_add_polyline(wks,xy,plx,ply,lnres) |
|
1101 |
|
1102 y2 = mx_yvalues(nd,i) |
|
1103 plx = (/x1,x1/) |
|
1104 ply = (/y1,y2/) |
|
1105 max_bar(nd,i) = gsn_add_polyline(wks,xy,plx,ply,lnres) |
|
1106 ; |
|
1107 ; Attach the horizontal cap line, both above and below the marker. |
|
1108 ; |
|
1109 x1 = xvalues(nd,i) - dx4 |
|
1110 x2 = xvalues(nd,i) + dx4 |
|
1111 y1 = mn_yvalues(nd,i) |
|
1112 plx = (/x1,x2/) |
|
1113 ply = (/y1,y1/) |
|
1114 min_cap(nd,i) = gsn_add_polyline(wks,xy,plx,ply,lnres) |
|
1115 |
|
1116 y1 = mx_yvalues(nd,i) |
|
1117 plx = (/x1,x2/) |
|
1118 ply = (/y1,y1/) |
|
1119 max_cap(nd,i) = gsn_add_polyline(wks,xy,plx,ply,lnres) |
|
1120 end if |
|
1121 end do |
|
1122 end do |
|
1123 |
|
1124 draw(xy) |
|
1125 frame(wks) |
|
1126 clear (wks) |
|
1127 |
|
1128 system("convert "+plot_name+"."+plot_type+" "+plot_name+"."+plot_type_new) |
|
1129 system("mv "+plot_name+"-0."+plot_type_new+" "+plot_name+"."+plot_type_new) |
|
1130 system("rm "+plot_name+"-*."+plot_type_new) |
|
1131 system("rm "+plot_name+"."+plot_type) |
|
1132 |
|
1133 ;**************************************************************************** |
|
1134 ;(B)-2 histogram plot, model vs ob 81 site |
|
1135 ;**************************************************************************** |
|
1136 |
|
1137 plot_name = "histogram_model_vs_ob_81" |
|
1138 title = model_name+ " vs Observed 81 site" |
|
1139 resh@tiMainString = title |
|
1140 |
|
1141 wks = gsn_open_wks (plot_type,plot_name) ; open workstation |
|
1142 |
|
1143 ;----------------------------- |
|
1144 ; Add a boxed legend using the more simple method, which won't have |
|
1145 ; vertical lines going through the markers. |
|
1146 |
|
1147 resh@pmLegendDisplayMode = "Always" |
|
1148 ; resh@pmLegendWidthF = 0.1 |
|
1149 resh@pmLegendWidthF = 0.08 |
|
1150 resh@pmLegendHeightF = 0.05 |
|
1151 resh@pmLegendOrthogonalPosF = -1.17 |
|
1152 ; resh@pmLegendOrthogonalPosF = -1.00 ;(downward) |
|
1153 ; resh@pmLegendParallelPosF = 0.18 |
|
1154 resh@pmLegendParallelPosF = 0.88 ;(rightward) |
|
1155 |
|
1156 ; resh@lgPerimOn = False |
|
1157 resh@lgLabelFontHeightF = 0.015 |
|
1158 resh@xyExplicitLegendLabels = (/"observed",model_name/) |
|
1159 ;----------------------------- |
|
1160 tRes = True |
|
1161 tRes@txFontHeightF = 0.025 |
|
1162 |
|
1163 correlation_text = "(correlation coef = "+sprintf("%5.2f", ccr81h)+")" |
|
1164 |
|
1165 gsn_text_ndc(wks,correlation_text,0.56,0.85,tRes) |
|
1166 |
|
1167 xy = gsn_csm_xy(wks,xvalues,yvalues,resh) |
|
1168 ;------------------------------- |
|
1169 ;Attach the vertical bar and the horizontal cap line |
|
1170 |
|
1171 do nd=0,1 |
|
1172 lnres@gsLineColor = line_colors(nd) |
|
1173 do i=0,nx-1 |
|
1174 |
|
1175 if(.not.ismissing(mn_yvalues(nd,i)).and. \ |
|
1176 .not.ismissing(mx_yvalues(nd,i))) then |
|
1177 ; |
|
1178 ; Attach the vertical bar, both above and below the marker. |
|
1179 ; |
|
1180 x1 = xvalues(nd,i) |
|
1181 y1 = yvalues(nd,i) |
|
1182 y2 = mn_yvalues(nd,i) |
|
1183 min_bar(nd,i) = gsn_add_polyline(wks,xy,(/x1,x1/),(/y1,y2/),lnres) |
|
1184 |
|
1185 y2 = mx_yvalues(nd,i) |
|
1186 max_bar(nd,i) = gsn_add_polyline(wks,xy,(/x1,x1/),(/y1,y2/),lnres) |
|
1187 ; |
|
1188 ; Attach the horizontal cap line, both above and below the marker. |
|
1189 ; |
|
1190 x1 = xvalues(nd,i) - dx4 |
|
1191 x2 = xvalues(nd,i) + dx4 |
|
1192 y1 = mn_yvalues(nd,i) |
|
1193 min_cap(nd,i) = gsn_add_polyline(wks,xy,(/x1,x2/),(/y1,y1/),lnres) |
|
1194 |
|
1195 y1 = mx_yvalues(nd,i) |
|
1196 max_cap(nd,i) = gsn_add_polyline(wks,xy,(/x1,x2/),(/y1,y1/),lnres) |
|
1197 end if |
|
1198 end do |
|
1199 end do |
|
1200 |
|
1201 draw(xy) |
|
1202 frame(wks) |
|
1203 clear(wks) |
|
1204 |
|
1205 system("convert "+plot_name+"."+plot_type+" "+plot_name+"."+plot_type_new) |
|
1206 system("mv "+plot_name+"-0."+plot_type_new+" "+plot_name+"."+plot_type_new) |
|
1207 system("rm "+plot_name+"-*."+plot_type_new) |
|
1208 system("rm "+plot_name+"."+plot_type) |
|
1209 |
|
1210 delete (RAIN1_1D) |
|
1211 delete (RAIN2_1D) |
|
1212 delete (NPP1_1D) |
|
1213 delete (NPP2_1D) |
|
1214 ;delete (range) |
|
1215 delete (xvalues) |
|
1216 delete (yvalues) |
|
1217 delete (mn_yvalues) |
|
1218 delete (mx_yvalues) |
|
1219 delete (good) |
|
1220 delete (max_bar) |
|
1221 delete (min_bar) |
|
1222 delete (max_cap) |
|
1223 delete (min_cap) |
|
1224 |
|
1225 ;************************************************************************** |
|
1226 ;(B) histogram 933 |
|
1227 ;************************************************************************** |
|
1228 |
|
1229 ; get data |
|
1230 RAIN1_1D = ndtooned(rain933) |
|
1231 RAIN2_1D = ndtooned(rainmod933) |
|
1232 NPP1_1D = ndtooned(npp933) |
|
1233 NPP2_1D = ndtooned(nppmod933) |
|
1234 |
|
1235 ; number of bin |
|
1236 nx = 10 |
|
1237 |
|
1238 xvalues = new((/2,nx/),float) |
|
1239 yvalues = new((/2,nx/),float) |
|
1240 mn_yvalues = new((/2,nx/),float) |
|
1241 mx_yvalues = new((/2,nx/),float) |
|
1242 dx4 = new((/1/),float) |
|
1243 |
|
1244 get_bin(RAIN1_1D, NPP1_1D, RAIN2_1D, NPP2_1D \ |
|
1245 ,xvalues,yvalues,mn_yvalues,mx_yvalues,dx4) |
|
1246 |
|
1247 ;---------------------------------------- |
|
1248 ;compute correlation coeff and M score |
|
1249 |
|
1250 u = yvalues(0,:) |
|
1251 v = yvalues(1,:) |
|
1252 |
|
1253 good = ind(.not.ismissing(u) .and. .not.ismissing(v)) |
|
1254 uu = u(good) |
|
1255 vv = v(good) |
|
1256 |
|
1257 ccr933h = esccr(uu,vv,0) |
|
1258 ;print (ccr933h) |
|
1259 |
|
1260 ;new eq |
|
1261 bias = sum(abs(vv-uu)/(abs(vv)+abs(uu))) |
|
1262 M933h = (1.- (bias/dimsizes(uu)))*5. |
|
1263 |
|
1264 M_npp_H933 = sprintf("%.2f", M933h) |
|
1265 system("sed s#M_npp_H933#"+M_npp_H933+"# "+html_name+" > "+html_new) |
|
1266 system("mv -f "+html_new+" "+html_name) |
|
1267 print (M_npp_H933) |
|
1268 |
|
1269 delete (u) |
|
1270 delete (v) |
|
1271 delete (uu) |
|
1272 delete (vv) |
|
1273 ;---------------------------------------------------------------------- |
|
1274 ; histogram res |
|
1275 delete (resh) |
|
1276 resh = True |
|
1277 resh@gsnMaximize = True |
|
1278 resh@gsnDraw = False |
|
1279 resh@gsnFrame = False |
|
1280 resh@xyMarkLineMode = "Markers" |
|
1281 resh@xyMarkerSizeF = 0.014 |
|
1282 resh@xyMarker = 16 |
|
1283 resh@xyMarkerColors = (/"Brown","Blue"/) |
|
1284 resh@trYMinF = min(mn_yvalues) - 10. |
|
1285 resh@trYMaxF = max(mx_yvalues) + 10. |
|
1286 |
|
1287 resh@tiYAxisString = "NPP (g C/m2/year)" |
|
1288 resh@tiXAxisString = "Precipitation (m/year)" |
|
1289 |
|
1290 max_bar = new((/2,nx/),graphic) |
|
1291 min_bar = new((/2,nx/),graphic) |
|
1292 max_cap = new((/2,nx/),graphic) |
|
1293 min_cap = new((/2,nx/),graphic) |
|
1294 |
|
1295 lnres = True |
|
1296 line_colors = (/"brown","blue"/) |
|
1297 |
|
1298 ;************************************************************************** |
|
1299 ;(B)-3 histogram plot, ob 933 site |
|
1300 ;************************************************************************** |
|
1301 |
|
1302 plot_name = "histogram_ob_933" |
|
1303 title = "Observed 933 site" |
|
1304 resh@tiMainString = title |
|
1305 |
|
1306 wks = gsn_open_wks (plot_type,plot_name) |
|
1307 |
|
1308 xy = gsn_csm_xy(wks,xvalues(0,:),yvalues(0,:),resh) |
|
1309 |
|
1310 ;------------------------------- |
|
1311 ;Attach the vertical bar and the horizontal cap line |
|
1312 |
|
1313 do nd=0,0 |
|
1314 lnres@gsLineColor = line_colors(nd) |
|
1315 do i=0,nx-1 |
|
1316 |
|
1317 if(.not.ismissing(mn_yvalues(nd,i)).and. \ |
|
1318 .not.ismissing(mx_yvalues(nd,i))) then |
|
1319 |
|
1320 ; Attach the vertical bar, both above and below the marker. |
|
1321 |
|
1322 x1 = xvalues(nd,i) |
|
1323 y1 = yvalues(nd,i) |
|
1324 y2 = mn_yvalues(nd,i) |
|
1325 min_bar(nd,i) = gsn_add_polyline(wks,xy,(/x1,x1/),(/y1,y2/),lnres) |
|
1326 |
|
1327 y2 = mx_yvalues(nd,i) |
|
1328 max_bar(nd,i) = gsn_add_polyline(wks,xy,(/x1,x1/),(/y1,y2/),lnres) |
|
1329 |
|
1330 ; Attach the horizontal cap line, both above and below the marker. |
|
1331 |
|
1332 x1 = xvalues(nd,i) - dx4 |
|
1333 x2 = xvalues(nd,i) + dx4 |
|
1334 y1 = mn_yvalues(nd,i) |
|
1335 min_cap(nd,i) = gsn_add_polyline(wks,xy,(/x1,x2/),(/y1,y1/),lnres) |
|
1336 |
|
1337 y1 = mx_yvalues(nd,i) |
|
1338 max_cap(nd,i) = gsn_add_polyline(wks,xy,(/x1,x2/),(/y1,y1/),lnres) |
|
1339 end if |
|
1340 end do |
|
1341 end do |
|
1342 |
|
1343 draw(xy) |
|
1344 frame(wks) |
|
1345 delete (xy) |
|
1346 clear (wks) |
|
1347 |
|
1348 system("convert "+plot_name+"."+plot_type+" "+plot_name+"."+plot_type_new) |
|
1349 system("mv "+plot_name+"-0."+plot_type_new+" "+plot_name+"."+plot_type_new) |
|
1350 system("rm "+plot_name+"-*."+plot_type_new) |
|
1351 system("rm "+plot_name+"."+plot_type) |
|
1352 |
|
1353 ;**************************************************************************** |
|
1354 ;(B)-4 histogram plot, model vs ob 933 site |
|
1355 ;**************************************************************************** |
|
1356 |
|
1357 plot_name = "histogram_model_vs_ob_933" |
|
1358 title = model_name+ " vs Observed 933 site" |
|
1359 resh@tiMainString = title |
|
1360 |
|
1361 wks = gsn_open_wks (plot_type,plot_name) ; open workstation |
|
1362 |
|
1363 ;----------------------------- |
|
1364 ; Add a boxed legend using the more simple method, which won't have |
|
1365 ; vertical lines going through the markers. |
|
1366 |
|
1367 resh@pmLegendDisplayMode = "Always" |
|
1368 ; resh@pmLegendWidthF = 0.1 |
|
1369 resh@pmLegendWidthF = 0.08 |
|
1370 resh@pmLegendHeightF = 0.05 |
|
1371 resh@pmLegendOrthogonalPosF = -1.17 |
|
1372 ; resh@pmLegendOrthogonalPosF = -1.00 ;(downward) |
|
1373 ; resh@pmLegendParallelPosF = 0.18 |
|
1374 resh@pmLegendParallelPosF = 0.88 ;(rightward) |
|
1375 |
|
1376 ; resh@lgPerimOn = False |
|
1377 resh@lgLabelFontHeightF = 0.015 |
|
1378 resh@xyExplicitLegendLabels = (/"observed",model_name/) |
|
1379 ;----------------------------- |
|
1380 tRes = True |
|
1381 tRes@txFontHeightF = 0.025 |
|
1382 |
|
1383 correlation_text = "(correlation coef = "+sprintf("%5.2f", ccr933h)+")" |
|
1384 |
|
1385 gsn_text_ndc(wks,correlation_text,0.56,0.85,tRes) |
|
1386 |
|
1387 xy = gsn_csm_xy(wks,xvalues,yvalues,resh) |
|
1388 ;------------------------------- |
|
1389 ;Attach the vertical bar and the horizontal cap line |
|
1390 |
|
1391 do nd=0,1 |
|
1392 lnres@gsLineColor = line_colors(nd) |
|
1393 do i=0,nx-1 |
|
1394 |
|
1395 if(.not.ismissing(mn_yvalues(nd,i)).and. \ |
|
1396 .not.ismissing(mx_yvalues(nd,i))) then |
|
1397 ; |
|
1398 ; Attach the vertical bar, both above and below the marker. |
|
1399 ; |
|
1400 x1 = xvalues(nd,i) |
|
1401 y1 = yvalues(nd,i) |
|
1402 y2 = mn_yvalues(nd,i) |
|
1403 min_bar(nd,i) = gsn_add_polyline(wks,xy,(/x1,x1/),(/y1,y2/),lnres) |
|
1404 |
|
1405 y2 = mx_yvalues(nd,i) |
|
1406 max_bar(nd,i) = gsn_add_polyline(wks,xy,(/x1,x1/),(/y1,y2/),lnres) |
|
1407 ; |
|
1408 ; Attach the horizontal cap line, both above and below the marker. |
|
1409 ; |
|
1410 x1 = xvalues(nd,i) - dx4 |
|
1411 x2 = xvalues(nd,i) + dx4 |
|
1412 y1 = mn_yvalues(nd,i) |
|
1413 min_cap(nd,i) = gsn_add_polyline(wks,xy,(/x1,x2/),(/y1,y1/),lnres) |
|
1414 |
|
1415 y1 = mx_yvalues(nd,i) |
|
1416 max_cap(nd,i) = gsn_add_polyline(wks,xy,(/x1,x2/),(/y1,y1/),lnres) |
|
1417 end if |
|
1418 end do |
|
1419 end do |
|
1420 |
|
1421 draw(xy) |
|
1422 frame(wks) |
|
1423 delete(xy) |
|
1424 clear(wks) |
|
1425 |
|
1426 system("convert "+plot_name+"."+plot_type+" "+plot_name+"."+plot_type_new) |
|
1427 system("mv "+plot_name+"-0."+plot_type_new+" "+plot_name+"."+plot_type_new) |
|
1428 system("rm "+plot_name+"-*."+plot_type_new) |
|
1429 system("rm "+plot_name+"."+plot_type) |
|
1430 |
|
1431 ;*************************************************************************** |
|
1432 ;(C) global contour |
|
1433 ;*************************************************************************** |
|
1434 |
|
1435 ;res |
|
1436 resg = True ; Use plot options |
|
1437 resg@cnFillOn = True ; Turn on color fill |
|
1438 resg@gsnSpreadColors = True ; use full colormap |
|
1439 ; resg@cnFillMode = "RasterFill" ; Turn on raster color |
|
1440 ; resg@lbLabelAutoStride = True |
|
1441 resg@cnLinesOn = False ; Turn off contourn lines |
|
1442 resg@mpFillOn = False ; Turn off map fill |
|
1443 |
|
1444 resg@gsnSpreadColors = True ; use full colormap |
|
1445 resg@cnLevelSelectionMode = "ManualLevels" ; Manual contour invtervals |
|
1446 resg@cnMinLevelValF = 0. ; Min level |
|
1447 resg@cnMaxLevelValF = 2200. ; Max level |
|
1448 resg@cnLevelSpacingF = 200. ; interval |
|
1449 |
|
1450 ;**************************************************************************** |
|
1451 ;(C)-1 global contour plot, ob |
|
1452 ;**************************************************************************** |
|
1453 |
|
1454 delta = 0.00000000001 |
|
1455 nppglobe = where(ismissing(nppglobe).and.(ismissing(nppmod).or.(nppmod.lt.delta)),0.,nppglobe) |
|
1456 |
|
1457 plot_name = "global_ob" |
|
1458 title = "Observed MODIS MOD 17" |
|
1459 resg@tiMainString = title |
|
1460 |
|
1461 wks = gsn_open_wks (plot_type,plot_name) ; open workstation |
|
1462 gsn_define_colormap(wks,"gui_default") ; choose colormap |
|
1463 |
|
1464 plot = gsn_csm_contour_map_ce(wks,nppglobe,resg) |
|
1465 |
|
1466 frame(wks) |
|
1467 clear (wks) |
|
1468 |
|
1469 system("convert "+plot_name+"."+plot_type+" "+plot_name+"."+plot_type_new) |
|
1470 system("mv "+plot_name+"-0."+plot_type_new+" "+plot_name+"."+plot_type_new) |
|
1471 system("rm "+plot_name+"-*."+plot_type_new) |
|
1472 system("rm "+plot_name+"."+plot_type) |
|
1473 |
|
1474 ;**************************************************************************** |
|
1475 ;(C)-2 global contour plot, model |
|
1476 ;**************************************************************************** |
|
1477 |
|
1478 plot_name = "global_model" |
|
1479 title = "Model "+ model_name |
|
1480 resg@tiMainString = title |
|
1481 |
|
1482 wks = gsn_open_wks (plot_type,plot_name) ; open workstation |
|
1483 gsn_define_colormap(wks,"gui_default") ; choose colormap |
|
1484 |
|
1485 plot = gsn_csm_contour_map_ce(wks,nppmod,resg) |
|
1486 |
|
1487 frame(wks) |
|
1488 clear (wks) |
|
1489 |
|
1490 system("convert "+plot_name+"."+plot_type+" "+plot_name+"."+plot_type_new) |
|
1491 system("mv "+plot_name+"-0."+plot_type_new+" "+plot_name+"."+plot_type_new) |
|
1492 system("rm "+plot_name+"-*."+plot_type_new) |
|
1493 system("rm "+plot_name+"."+plot_type) |
|
1494 |
|
1495 ;**************************************************************************** |
|
1496 ;(C)-3 global contour plot, model vs ob |
|
1497 ;**************************************************************************** |
|
1498 |
|
1499 plot_name = "global_model_vs_ob" |
|
1500 |
|
1501 wks = gsn_open_wks (plot_type,plot_name) ; open workstation |
|
1502 gsn_define_colormap(wks,"gui_default") ; choose colormap |
|
1503 |
|
1504 delete (plot) |
|
1505 plot=new(3,graphic) ; create graphic array |
|
1506 |
|
1507 resg@gsnFrame = False ; Do not draw plot |
|
1508 resg@gsnDraw = False ; Do not advance frame |
|
1509 |
|
1510 ; compute correlation coef and M score |
|
1511 |
|
1512 uu1 = ndtooned(nppmod) |
|
1513 vv1 = ndtooned(nppglobe) |
|
1514 |
|
1515 delete (good) |
|
1516 good = ind(.not.ismissing(uu1) .and. .not.ismissing(vv1)) |
|
1517 |
|
1518 ug = uu1(good) |
|
1519 vg = vv1(good) |
|
1520 |
|
1521 ccrG = esccr(ug,vg,0) |
|
1522 ; print (ccrG) |
|
1523 |
|
1524 MG = (ccrG*ccrG)* 5.0 |
|
1525 |
|
1526 M_npp_G = sprintf("%.2f", MG) |
|
1527 system("sed s#M_npp_G#"+M_npp_G+"# "+html_name+" > "+html_new) |
|
1528 system("mv -f "+html_new+" "+html_name) |
|
1529 print (M_npp_G) |
|
1530 |
|
1531 ; plot correlation coef |
|
1532 |
|
1533 gRes = True |
|
1534 gRes@txFontHeightF = 0.02 |
|
1535 gRes@txAngleF = 90 |
|
1536 |
|
1537 correlation_text = "(correlation coef = "+sprintf("%5.2f", ccrG)+")" |
|
1538 |
|
1539 gsn_text_ndc(wks,correlation_text,0.20,0.50,gRes) |
|
1540 ;-------------------------------------------------------------------- |
|
1541 ;(a) ob |
|
1542 |
|
1543 title = "Observed MODIS MOD 17" |
|
1544 resg@tiMainString = title |
|
1545 |
|
1546 plot(0) = gsn_csm_contour_map_ce(wks,nppglobe,resg) |
|
1547 |
|
1548 ;(b) model |
|
1549 |
|
1550 title = "Model "+ model_name |
|
1551 resg@tiMainString = title |
|
1552 |
|
1553 plot(1) = gsn_csm_contour_map_ce(wks,nppmod,resg) |
|
1554 |
|
1555 ;(c) model-ob |
|
1556 |
|
1557 zz = nppmod |
|
1558 zz = nppmod - nppglobe |
|
1559 title = "Model_"+model_name+" - Observed" |
|
1560 |
|
1561 resg@cnMinLevelValF = -500 ; Min level |
|
1562 resg@cnMaxLevelValF = 500. ; Max level |
|
1563 resg@cnLevelSpacingF = 50. ; interval |
|
1564 resg@tiMainString = title |
|
1565 |
|
1566 plot(2) = gsn_csm_contour_map_ce(wks,zz,resg) |
|
1567 |
|
1568 pres = True ; panel plot mods desired |
|
1569 ; pres@gsnPanelYWhiteSpacePercent = 5 ; increase white space around |
|
1570 ; indiv. plots in panel |
|
1571 pres@gsnMaximize = True ; fill the page |
|
1572 |
|
1573 gsn_panel(wks,plot,(/3,1/),pres) ; create panel plot |
|
1574 |
|
1575 frame (wks) |
|
1576 clear (wks) |
|
1577 delete (plot) |
|
1578 |
|
1579 system("convert "+plot_name+"."+plot_type+" "+plot_name+"."+plot_type_new) |
|
1580 system("mv "+plot_name+"-0."+plot_type_new+" "+plot_name+"."+plot_type_new) |
|
1581 system("rm "+plot_name+"-*."+plot_type_new) |
|
1582 system("rm "+plot_name+"."+plot_type) |
|
1583 |
|
1584 ;*************************************************************************** |
|
1585 ;(D)-1 zonal line plot, ob |
|
1586 ;*************************************************************************** |
|
1587 |
|
1588 vv = zonalAve(nppglobe) |
|
1589 vv@long_name = nppglobe@long_name |
|
1590 |
|
1591 plot_name = "zonal_ob" |
|
1592 title = "Observed MODIS MOD 17" |
|
1593 |
|
1594 resz = True |
|
1595 resz@tiMainString = title |
|
1596 |
|
1597 wks = gsn_open_wks (plot_type,plot_name) ; open workstation |
|
1598 |
|
1599 plot = gsn_csm_xy (wks,ym,vv,resz) |
|
1600 |
|
1601 frame(wks) |
|
1602 clear (wks) |
|
1603 |
|
1604 system("convert "+plot_name+"."+plot_type+" "+plot_name+"."+plot_type_new) |
|
1605 system("mv "+plot_name+"-0."+plot_type_new+" "+plot_name+"."+plot_type_new) |
|
1606 system("rm "+plot_name+"-*."+plot_type_new) |
|
1607 system("rm "+plot_name+"."+plot_type) |
|
1608 |
|
1609 ;**************************************************************************** |
|
1610 ;(D)-2 zonal line plot, model vs ob |
|
1611 ;**************************************************************************** |
|
1612 |
|
1613 s = new ((/2,dimsizes(ym)/), float) |
|
1614 |
|
1615 s(0,:) = zonalAve(nppglobe) |
|
1616 s(1,:) = zonalAve(nppmod) |
|
1617 |
|
1618 s@long_name = nppglobe@long_name |
|
1619 ;------------------------------------------- |
|
1620 ; compute correlation coef and M score |
|
1621 |
|
1622 ccrZ = esccr(s(1,:), s(0,:),0) |
|
1623 ; print (ccrZ) |
|
1624 |
|
1625 MZ = (ccrZ*ccrZ)* 5.0 |
|
1626 |
|
1627 M_npp_Z = sprintf("%.2f", MZ) |
|
1628 system("sed s#M_npp_Z#"+M_npp_Z+"# "+html_name+" > "+html_new) |
|
1629 system("mv -f "+html_new+" "+html_name) |
|
1630 print (M_npp_Z) |
|
1631 ;------------------------------------------- |
|
1632 plot_name = "zonal_model_vs_ob" |
|
1633 title = "Zonal Average" |
|
1634 resz@tiMainString = title |
|
1635 |
|
1636 wks = gsn_open_wks (plot_type,plot_name) |
|
1637 |
|
1638 ; resz@vpHeightF = 0.4 ; change aspect ratio of plot |
|
1639 ; resz@vpWidthF = 0.7 |
|
1640 |
|
1641 resz@xyMonoLineColor = "False" ; want colored lines |
|
1642 resz@xyLineColors = (/"black","red"/) ; colors chosen |
|
1643 ; resz@xyLineThicknesses = (/3.,3./) ; line thicknesses |
|
1644 resz@xyLineThicknesses = (/2.,2./) ; line thicknesses |
|
1645 resz@xyDashPatterns = (/0.,0./) ; make all lines solid |
|
1646 |
|
1647 resz@tiYAxisString = s@long_name ; add a axis title |
|
1648 resz@txFontHeightF = 0.0195 ; change title font heights |
|
1649 |
|
1650 ; Legent |
|
1651 resz@pmLegendDisplayMode = "Always" ; turn on legend |
|
1652 resz@pmLegendSide = "Top" ; Change location of |
|
1653 ; resz@pmLegendParallelPosF = .45 ; move units right |
|
1654 resz@pmLegendParallelPosF = .82 ; move units right |
|
1655 resz@pmLegendOrthogonalPosF = -0.4 ; move units down |
|
1656 |
|
1657 resz@pmLegendWidthF = 0.10 ; Change width and |
|
1658 resz@pmLegendHeightF = 0.10 ; height of legend. |
|
1659 resz@lgLabelFontHeightF = .02 ; change font height |
|
1660 ; resz@lgTitleOn = True ; turn on legend title |
|
1661 ; resz@lgTitleString = "Example" ; create legend title |
|
1662 ; resz@lgTitleFontHeightF = .025 ; font of legend title |
|
1663 resz@xyExplicitLegendLabels = (/"Observed",model_name/) ; explicit labels |
|
1664 ;-------------------------------------------------------------------- |
|
1665 zRes = True |
|
1666 zRes@txFontHeightF = 0.025 |
|
1667 |
|
1668 correlation_text = "(correlation coef = "+sprintf("%5.2f", ccrZ)+")" |
|
1669 |
|
1670 gsn_text_ndc(wks,correlation_text,0.50,0.77,zRes) |
|
1671 ;-------------------------------------------------------------------- |
|
1672 |
|
1673 plot = gsn_csm_xy (wks,ym,s,resz) |
|
1674 |
|
1675 frame(wks) |
|
1676 clear (wks) |
|
1677 |
|
1678 system("convert "+plot_name+"."+plot_type+" "+plot_name+"."+plot_type_new) |
|
1679 system("mv "+plot_name+"-0."+plot_type_new+" "+plot_name+"."+plot_type_new) |
|
1680 system("rm "+plot_name+"-*."+plot_type_new) |
|
1681 system("rm "+plot_name+"."+plot_type) |
|
1682 |
|
1683 ;*************************************************************************** |
|
1684 ; tar up output plots |
|
1685 ;*************************************************************************** |
|
1686 |
|
1687 temp_name = "npp." + model_name |
|
1688 system("mkdir -p " + temp_name) |
|
1689 system("cp "+ html_name + " " +temp_name+"/table.html") |
|
1690 system("mv *.png " + temp_name) |
|
1691 system("tar cf "+ temp_name +".tar " + temp_name) |
|
1692 |
|
1693 ;*************************************************************************** |
|
1694 end |
|
1695 |