[32] | 1 | f=netcdf('exp_TS.nc'); |
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[16] | 2 | |
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| 3 | addpath('../scripts/matlab_toolbox'); |
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[15] | 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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[16] | 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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[15] | 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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[16] | 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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[15] | 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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[16] | 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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[15] | 73 | |
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[16] | 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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[15] | 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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[16] | 83 | title(suff{k,2}) |
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| 84 | |
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| 85 | |
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[15] | 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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[16] | 96 | end %if ~ssh |
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[15] | 97 | |
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[16] | 98 | end %for k |
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| 99 | |
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[15] | 100 | %%Graphe des différences |
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| 101 | for k=1:size(delta,1) |
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| 102 | |
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[16] | 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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[15] | 142 | |
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[16] | 143 | end %for k |
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[15] | 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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[16] | 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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