1 | f=netcdf('exp_T_2D.nc'); |
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2 | |
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3 | addpath('../scripts/matlab_toolbox'); |
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4 | sparam=cell(0,5); |
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5 | sparam(end+1,:)={'t',[12:1:24],[0:2:24],[-1:0.2:1],[-1:0.2:1]}; |
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6 | sparam(end+1,:)={'s',[36.3:0.05:36.8],[35.1:0.1:36.8],[-0.1:0.05:0.1],[-0.15:0.05:0.15]}; |
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7 | sparam(end+1,:)={'u',[-0.2:0.02:0.2],[-0.2:0.015:0.2],[-0.14:0.02:0.14],[-0.14:0.02:0.14]}; |
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8 | sparam(end+1,:)={'v',[-0.2:0.02:0.2],[-0.2:0.015:0.2],[-0.14:0.02:0.14],[-0.14:0.02:0.14]}; |
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9 | sparam(end+1,:)={'ssh',[-0.8:0.05:0.2],[-0.2:0.015:0.2],[-0.14:0.02:0.14],[-0.14:0.02:0.14]}; |
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10 | |
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11 | suff=cell(0,2); |
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12 | suff(end+1,:)={'a_c_init','first guess (FG)'}; |
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13 | suff(end+1,:)={'b_forw0_48','forward du FG'}; |
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14 | suff(end+1,:)={'a_c_fin','param control final (AP)'}; |
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15 | suff(end+1,:)={'b_forwfin_48','forward du PA'}; |
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16 | suff(end+1,:)={'a_c_true','parametre vrai (TP)'}; |
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17 | suff(end+1,:)={'b_obs_48','forward du TP'}; |
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18 | |
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19 | suff2=cell(0,2); |
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20 | suff2(end+1,:)={'n_c_init','first guess (FG)'}; |
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21 | suff2(end+1,:)={'b_forw0_48','forward du FG'}; |
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22 | suff2(end+1,:)={'n_c_fin','param control final (AP)'}; |
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23 | suff2(end+1,:)={'b_forwfin_48','forward du PA'}; |
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24 | suff2(end+1,:)={'n_c_true','parametre vrai (TP)'}; |
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25 | suff2(end+1,:)={'b_obs_48','forward du TP'}; |
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26 | |
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27 | |
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28 | delta=cell(0,2); |
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29 | delta(end+1,:)={[1 5],'FG-true'}; |
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30 | delta(end+1,:)={[2 6],'obs-forwFG'}; |
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31 | delta(end+1,:)={[3 5],'true-rest'}; |
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32 | delta(end+1,:)={[4 6],'obs-forwPA'}; |
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33 | |
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34 | cmapdif=scol_dif_lin(64); |
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35 | |
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36 | |
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37 | lati=f{'nav_lat'}(:,:); |
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38 | longi=f{'nav_lon'}(:,:); |
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39 | zlev=f{'nav_lev'}(:); |
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40 | |
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41 | lat0=41; |
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42 | |
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43 | for j=1:size(sparam,1) |
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44 | figure(j);clf |
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45 | figure(j+size(sparam,1));clf; |
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46 | figure(j+2*size(sparam,1));clf; |
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47 | figure(j+3*size(sparam,1));clf; |
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48 | paramy=cell(length(suff),1); |
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49 | |
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50 | for k=1:length(suff) |
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51 | |
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52 | if strcmp(sparam{j,1},'ssh') |
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53 | param=f{[sparam{j,1} suff2{k,1}]}(:,:,:); |
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54 | |
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55 | param=squeeze(param); |
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56 | paramy{k}=mat2yao(param); |
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57 | paramy{k}=mat2yao(param); |
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58 | paramy{k}(:,1:2)=fliplr(paramy{k}(:,1:2)); |
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59 | paramy{k}=sortrows(paramy{k},[1 2]); |
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60 | figure(j); |
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61 | subplot(3,2,k) |
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62 | % contourf(longi(2:end-1,2:end-1),lati(2:end-1,2:end-1),param(2:end-1,2:end-1),sparam{j,2}); |
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63 | % caxis([sparam{j,2}(1) sparam{j,2}(end)]) |
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64 | %xlabel('longitude','Fontsize',9) |
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65 | %ylabel('latitude','Fontsize',9) |
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66 | plot_nemo_3D(paramy{k},longi,lati,zlev,1,sparam{j,2},1); |
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67 | |
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68 | |
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69 | title(suff2{k,2}); |
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70 | if (k==1) |
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71 | colorbar |
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72 | end |
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73 | |
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74 | else |
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75 | param=f{[sparam{j,1} suff{k,1}]}(:,:,:,:); |
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76 | param=squeeze(param); |
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77 | paramy{k}=mat2yao(param); |
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78 | paramy{k}(:,1:3)=fliplr(paramy{k}(:,1:3)); |
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79 | paramy{k}=sortrows(paramy{k},[1 2 3]); |
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80 | figure(j); |
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81 | subplot(3,2,k) |
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82 | plot_nemo_3D(paramy{k},longi,lati,zlev,1,sparam{j,2},1); |
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83 | title(suff{k,2}) |
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84 | |
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85 | |
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86 | if (k==1) |
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87 | colorbar |
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88 | end |
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89 | figure(j+size(sparam,1)); |
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90 | subplot(3,2,k) |
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91 | plot_nemo_3D(paramy{k},longi,lati,zlev,lat0,sparam{j,3},2); |
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92 | title(suff{k,2}) |
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93 | if (k==1) |
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94 | colorbar |
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95 | end |
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96 | end %if ~ssh |
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97 | |
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98 | end %for k |
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99 | |
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100 | %%Graphe des différences |
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101 | for k=1:size(delta,1) |
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102 | |
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103 | |
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104 | param=paramy{delta{k,1}(1)}; |
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105 | param(:,end)=param(:,end)-paramy{delta{k,1}(2)}(:,end); |
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106 | |
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107 | figure(j+2*size(sparam,1)) |
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108 | subplot(2,2,k) |
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109 | plot_nemo_3D(param,longi,lati,zlev,1,sparam{j,4},1); |
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110 | colormap(cmapdif); |
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111 | title(delta{k,2}); |
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112 | if (k==2) |
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113 | colorbar |
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114 | end |
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115 | if ~strcmp(sparam{j,1},'ssh') |
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116 | figure(j+3*size(sparam,1)) |
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117 | subplot(2,2,k) |
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118 | plot_nemo_3D(param,longi,lati,zlev,lat0,sparam{j,5},2); |
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119 | colormap(cmapdif); |
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120 | title(delta{k,2}); |
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121 | if (k==2) |
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122 | colorbar |
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123 | end |
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124 | end % if ~ssh |
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125 | |
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126 | if strcmp(sparam{j,1},'ssh') |
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127 | n1=max(paramy{delta{k}(1)}(:,1)); |
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128 | n2=max(paramy{delta{k}(1)}(:,2)); |
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129 | iok=find(paramy{delta{k}(1)}(:,1)>1 & paramy{delta{k}(1)}(:,1)<n1 & paramy{delta{k}(1)}(:,2)>1 & ... |
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130 | paramy{delta{k}(1)}(:,2)<n2); |
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131 | else |
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132 | n1=max(paramy{delta{k}(1)}(:,1)); |
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133 | n2=max(paramy{delta{k}(1)}(:,2)); |
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134 | n3=max(paramy{delta{k}(1)}(:,3)); |
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135 | iok=find(paramy{delta{k}(1)}(:,1)>1 & paramy{delta{k}(1)}(:,1)<n1 & paramy{delta{k}(1)}(:,2)>1 & ... |
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136 | paramy{delta{k}(1)}(:,2)<n2 & paramy{delta{k}(1)}(:,3)<n3); |
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137 | end |
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138 | |
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139 | |
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140 | % fprintf(1,[int2str(j) sparam{j,1} ' ' delta{k,2} '\n']); |
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141 | [N(j,k),RPD(j,k),URPD(j,k),MAD(j,k),RMS(j,k),slope(j,k),intercept(j,k),r2(j,k) ]=make_stats(paramy{delta{k,1}(1)}(iok,end),paramy{delta{k,1}(2)} (iok,end)); |
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142 | |
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143 | end %for k |
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144 | |
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145 | |
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146 | figure(j) |
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147 | suptitle(['parametre ' sparam{j,1} ' surface']) |
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148 | figure(j+size(sparam,1)); |
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149 | suptitle(['parametre ' sparam{j,1} ' lat=40']) |
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150 | figure(j+2*size(sparam,1)) |
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151 | suptitle(['erreur ' sparam{j,1} ' surface']) |
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152 | figure(j+3*size(sparam,1)) |
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153 | suptitle(['erreur ' sparam{j,1} ' lat=40']) |
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154 | end |
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155 | close(f) |
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156 | |
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157 | %sauvegarde du tableau |
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158 | |
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159 | fid=fopen('tab.txt','w'); |
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160 | for j=1:size(sparam,1) |
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161 | |
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162 | fprintf(fid,'\n * ParamÚtre %s \n',sparam{j,1}); |
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163 | fprintf(fid,'||Name ||bias|| RMS || rel. err || r2 ||\n'); |
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164 | for k=1:size(delta,1) |
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165 | |
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166 | |
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167 | fprintf(fid,'||%s %s || %4.3e || %4.3e || %4.3f || %4.3f ||\n',sparam{j,1},delta{k,2}, MAD(j,k),RMS(j,k), ... |
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168 | URPD(j,k),r2(j,k)); |
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169 | |
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170 | end |
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171 | |
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172 | fprintf(fid,'\n'); |
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173 | |
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174 | end |
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175 | fclose(fid); |
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