1 | %'merge_proj': concatene several fields from series, can project them on a regular grid in phys coordinates |
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2 | %------------------------------------------------------------------------ |
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3 | % function ParamOut=merge_proj(Param) |
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4 | %------------------------------------------------------------------------ |
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5 | %%%%%%%%%%% GENERAL TO ALL SERIES ACTION FCTS %%%%%%%%%%%%%%%%%%%%%%%%%%% |
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6 | % |
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7 | %OUTPUT |
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8 | % ParamOut: sets options in the GUI series.fig needed for the function |
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9 | % |
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10 | %INPUT: |
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11 | % In run mode, the input parameters are given as a Matlab structure Param copied from the GUI series. |
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12 | % In batch mode, Param is the name of the corresponding xml file containing the same information |
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13 | % when Param.Action.RUN=0 (as activated when the current Action is selected |
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14 | % in series), the function ouput paramOut set the activation of the needed GUI elements |
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15 | % |
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16 | % Param contains the elements:(use the menu bar command 'export/GUI config' in series to |
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17 | % see the current structure Param) |
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18 | % .InputTable: cell of input file names, (several lines for multiple input) |
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19 | % each line decomposed as {RootPath,SubDir,Rootfile,NomType,Extension} |
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20 | % .OutputSubDir: name of the subdirectory for data outputs |
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21 | % .OutputDirExt: directory extension for data outputs |
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22 | % .Action: .ActionName: name of the current activated function |
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23 | % .ActionPath: path of the current activated function |
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24 | % .ActionExt: fct extension ('.m', Matlab fct, '.sh', compiled Matlab fct |
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25 | % .RUN =0 for GUI input, =1 for function activation |
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26 | % .RunMode='local','background', 'cluster': type of function use |
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27 | % |
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28 | % .IndexRange: set the file or frame indices on which the action must be performed |
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29 | % .FieldTransform: .TransformName: name of the selected transform function |
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30 | % .TransformPath: path of the selected transform function |
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31 | % .InputFields: sub structure describing the input fields withfields |
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32 | % .FieldName: name(s) of the field |
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33 | % .VelType: velocity type |
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34 | % .FieldName_1: name of the second field in case of two input series |
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35 | % .VelType_1: velocity type of the second field in case of two input series |
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36 | % .Coord_y: name of y coordinate variable |
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37 | % .Coord_x: name of x coordinate variable |
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38 | % .ProjObject: %sub structure describing a projection object (read from ancillary GUI set_object) |
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39 | %%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%% |
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40 | |
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41 | %======================================================================= |
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42 | % Copyright 2008-2018, LEGI UMR 5519 / CNRS UGA G-INP, Grenoble, France |
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43 | % http://www.legi.grenoble-inp.fr |
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44 | % Joel.Sommeria - Joel.Sommeria (A) legi.cnrs.fr |
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45 | % |
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46 | % This file is part of the toolbox UVMAT. |
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47 | % |
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48 | % UVMAT is free software; you can redistribute it and/or modify |
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49 | % it under the terms of the GNU General Public License as published |
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50 | % by the Free Software Foundation; either version 2 of the license, |
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51 | % or (at your option) any later version. |
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52 | % |
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53 | % UVMAT is distributed in the hope that it will be useful, |
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54 | % but WITHOUT ANY WARRANTY; without even the implied warranty of |
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55 | % MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the |
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56 | % GNU General Public License (see LICENSE.txt) for more details. |
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57 | %======================================================================= |
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58 | |
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59 | function ParamOut=merge_proj_polar(Param) |
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60 | |
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61 | %% set the input elements needed on the GUI series when the function is selected in the menu ActionName or InputTable refreshed |
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62 | if isstruct(Param) && isequal(Param.Action.RUN,0) |
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63 | ParamOut.AllowInputSort='on';% allow alphabetic sorting of the list of input file SubDir (options 'off'/'on', 'off' by default) |
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64 | ParamOut.WholeIndexRange='off';% prescribes the file index ranges from min to max (options 'off'/'on', 'off' by default) |
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65 | ParamOut.NbSlice='on'; %nbre of slices ('off' by default) |
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66 | ParamOut.VelType='one';% menu for selecting the velocity type (options 'off'/'one'/'two', 'off' by default) |
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67 | ParamOut.FieldName='off';% menu for selecting the field (s) in the input file(options 'off'/'one'/'two', 'off' by default) |
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68 | ParamOut.FieldTransform = 'on';%can use a transform function |
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69 | ParamOut.TransformPath=fullfile(fileparts(which('uvmat')),'transform_field');% path to transform functions (needed for compilation only) |
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70 | ParamOut.ProjObject='off';%can use projection object(option 'off'/'on', |
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71 | ParamOut.Mask='off';%can use mask option (option 'off'/'on', 'off' by default) |
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72 | ParamOut.OutputDirExt='.polar';%set the output dir extension |
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73 | ParamOut.OutputFileMode='NbInput';% '=NbInput': 1 output file per input file index, '=NbInput_i': 1 file per input file index i, '=NbSlice': 1 file per slice |
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74 | %check the input files |
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75 | ParamOut.CheckOverwriteVisible='on'; % manage the overwrite of existing files (default=1) |
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76 | first_j=[]; |
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77 | if isfield(Param.IndexRange,'first_j'); first_j=Param.IndexRange.first_j; end |
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78 | PairString=''; |
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79 | if isfield(Param.IndexRange,'PairString'); PairString=Param.IndexRange.PairString; end |
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80 | [i1,i2,j1,j2] = get_file_index(Param.IndexRange.first_i,first_j,PairString); |
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81 | FirstFileName=fullfile_uvmat(Param.InputTable{1,1},Param.InputTable{1,2},Param.InputTable{1,3},... |
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82 | Param.InputTable{1,5},Param.InputTable{1,4},i1,i2,j1,j2); |
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83 | if ~exist(FirstFileName,'file') |
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84 | msgbox_uvmat('WARNING',['the first input file ' FirstFileName ' does not exist']) |
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85 | end |
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86 | return |
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87 | end |
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88 | |
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89 | %%%% specific input parameters |
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90 | % calculate the positions on which to interpolate |
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91 | radius_ref=450;% radius of the mountain top |
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92 | radius_shifted=-130:2:130;% radius shifted by the radius of the origin at the topography summit |
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93 | radius=radius_ref+radius_shifted;%radius from centre of the tank |
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94 | azimuth_arclength=(-150:2:400);%azimuth in arc length at origin position |
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95 | azimuth=pi/2-azimuth_arclength/radius_ref;%azimuth in radian |
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96 | [Radius,Azimuth]=meshgrid(radius,azimuth); |
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97 | XI=Radius.*cos(Azimuth);% set of x axis of the points where interpolqtion needs to be done |
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98 | YI=Radius.*sin(Azimuth)-radius_ref;% set of y axis of the points where interpolqtion needs to be done |
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99 | FieldNames={'vec(U,V)';'curl(U,V)';'div(U,V)'}; |
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100 | HeadData.ListVarName= {'radius','azimuth'} ; |
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101 | HeadData.VarDimName={'radius','azimuth'}; |
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102 | HeadData.VarAttribute={'coord_y','coord_x'} ; |
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103 | HeadData.radius=radius_shifted; |
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104 | HeadData.azimuth=azimuth_arclength; |
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105 | thresh2=16; % square of the interpolation range |
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106 | %%%%%%%%%%%% STANDARD PART (DO NOT EDIT) %%%%%%%%%%%% |
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107 | ParamOut=[]; %default output |
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108 | RUNHandle=[]; |
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109 | WaitbarHandle=[]; |
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110 | %% read input parameters from an xml file if input is a file name (batch mode) |
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111 | checkrun=1; |
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112 | if ischar(Param) |
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113 | Param=xml2struct(Param);% read Param as input file (batch case) |
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114 | checkrun=0; |
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115 | else |
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116 | hseries=findobj(allchild(0),'Tag','series'); |
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117 | RUNHandle=findobj(hseries,'Tag','RUN');%handle of RUN button in GUI series |
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118 | WaitbarHandle=findobj(hseries,'Tag','Waitbar');%handle of waitbar in GUI series |
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119 | end |
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120 | |
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121 | %% root input file type |
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122 | RootPath=Param.InputTable(:,1); |
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123 | RootFile=Param.InputTable(:,3); |
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124 | SubDir=Param.InputTable(:,2); |
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125 | %NomType=Param.InputTable(:,4); |
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126 | FileExt=Param.InputTable(:,5); |
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127 | [filecell,i1_series,i2_series,j1_series,j2_series]=get_file_series(Param); |
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128 | %%%%%%%%%%%% |
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129 | % The cell array filecell is the list of input file names, while |
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130 | % filecell{iview,fileindex}: |
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131 | % iview: line in the table corresponding to a given file series |
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132 | % fileindex: file index within the file series, |
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133 | % i1_series(iview,ref_j,ref_i)... are the corresponding arrays of indices i1,i2,j1,j2, depending on the input line iview and the two reference indices ref_i,ref_j |
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134 | % i1_series(iview,fileindex) expresses the same indices as a 1D array in file indices |
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135 | %%%%%%%%%%%% |
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136 | % NbSlice=1;%default |
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137 | % if isfield(Param.IndexRange,'NbSlice')&&~isempty(Param.IndexRange.NbSlice) |
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138 | % NbSlice=Param.IndexRange.NbSlice; |
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139 | % end |
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140 | NbView=numel(i1_series);%number of input file series (lines in InputTable) |
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141 | NbField_j=size(i1_series{1},1); %nb of fields for the j index (bursts or volume slices) |
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142 | NbField_i=size(i1_series{1},2); %nb of fields for the i index |
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143 | NbField=NbField_j*NbField_i; %total number of fields |
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144 | |
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145 | %% define the name for result file (with path=RootPath{1}) |
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146 | OutputDir=[Param.OutputSubDir Param.OutputDirExt];% subdirectory for output files |
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147 | OutputFile=fullfile_uvmat(RootPath{1},OutputDir,RootFile{1},'.nc','_1',i1_series{1}(1)); |
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148 | CheckOverwrite=1;%default |
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149 | if isfield(Param,'CheckOverwrite') |
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150 | CheckOverwrite=Param.CheckOverwrite; |
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151 | end |
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152 | if ~CheckOverwrite && exist(OutputFile,'file') |
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153 | DataOld=nc2struct(OutputFile,{'U'}); |
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154 | if size(DataOld.U,1)==495 |
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155 | disp(['existing output file ' OutputFile ' already exists, skip to next field']) |
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156 | return% skip iteration if the mode overwrite is desactivated and the result file already exists |
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157 | else |
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158 | CheckOverwrite=1; |
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159 | end |
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160 | end |
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161 | |
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162 | if ~isfield(Param,'InputFields') |
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163 | Param.InputFields.FieldName=''; |
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164 | end |
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165 | |
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166 | %% prepare output file content |
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167 | TimeData.ListGlobalAttribute={'Conventions','Project','CoordUnit','TimeUnit','ZPos'}; |
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168 | TimeData.Conventions='uvmat'; |
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169 | TimeData.Project='2016_Circumpolar'; |
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170 | TimeData.CoordUnit='cm'; |
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171 | TimeData.TimeUnit='s'; |
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172 | TimeData.ZPos=0; |
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173 | TimeData.ListVarName={'time','radius','azimuth','U','V','curl','div'}; |
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174 | TimeData.VarDimName={'time','radius','azimuth',{'time','radius','azimuth'},{'time','radius','azimuth'}... |
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175 | {'time','radius','azimuth'},{'time','radius','azimuth'}}; |
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176 | TimeData.VarAttribute{1}.Role=''; |
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177 | TimeData.VarAttribute{2}.Role=''; |
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178 | TimeData.VarAttribute{3}.Role=''; |
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179 | TimeData.VarAttribute{4}.Role='vector_x'; |
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180 | TimeData.VarAttribute{5}.Role='vector_y'; |
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181 | TimeData.VarAttribute{6}.Role='scalar'; |
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182 | TimeData.VarAttribute{7}.Role='scalar'; |
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183 | TimeData.time=nan(1,NbField); |
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184 | TimeData.radius=radius_shifted; |
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185 | TimeData.azimuth=azimuth_arclength; |
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186 | nby=numel(radius); |
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187 | nbx=numel(azimuth); |
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188 | TimeData.U=nan(NbField,nby,nbx); |
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189 | TimeData.V=nan(NbField,nby,nbx); |
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190 | TimeData.curl=nan(NbField,nby,nbx); |
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191 | TimeData.div=nan(NbField,nby,nbx); |
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192 | |
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193 | % if ~isempty(timeread) |
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194 | % MergeData.ListGlobalAttribute=[MergeData.ListGlobalAttribute {'Time'}]; |
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195 | % MergeData.Time=timeread; |
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196 | % end |
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197 | |
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198 | % time unit |
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199 | % if isfield(Data{1},'TimeUnit') |
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200 | % TimeUnit=Data{1}.TimeUnit; |
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201 | % for iview =2:numel(Data) |
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202 | % if ~(isfield(Data{iview},'TimeUnit')&& isequal(Data{iview}.TimeUnit,TimeUnit)) |
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203 | % TimeUnit=[];%TimeUnit not the same for all fields |
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204 | % end |
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205 | % end |
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206 | % if ~isempty(TimeUnit) |
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207 | % MergeData.ListGlobalAttribute=[MergeData.ListGlobalAttribute {'TimeUnit'}]; |
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208 | % MergeData.TimeUnit=TimeUnit; |
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209 | % end |
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210 | % end |
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211 | |
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212 | |
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213 | %% determine the file type on each line from the first input file |
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214 | ImageTypeOptions={'image','multimage','mmreader','video','cine_phantom'}; |
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215 | NcTypeOptions={'netcdf','civx','civdata'}; |
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216 | for iview=1:NbView |
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217 | if ~exist(filecell{iview,1}','file') |
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218 | disp_uvmat('ERROR',['the first input file ' filecell{iview,1} ' does not exist'],checkrun) |
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219 | return |
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220 | end |
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221 | [FileInfo{iview},MovieObject{iview}]=get_file_info(filecell{iview,1}); |
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222 | FileType{iview}=FileInfo{iview}.FileType; |
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223 | CheckImage{iview}=~isempty(find(strcmp(FileType{iview},ImageTypeOptions)));% =1 for images |
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224 | if CheckImage{iview} |
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225 | ParamIn{iview}=MovieObject{iview}; |
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226 | else |
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227 | ParamIn{iview}=Param.InputFields; |
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228 | end |
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229 | CheckNc{iview}=~isempty(find(strcmp(FileType{iview},NcTypeOptions)));% =1 for netcdf files |
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230 | if ~isempty(j1_series{iview}) |
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231 | frame_index{iview}=j1_series{iview}; |
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232 | else |
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233 | frame_index{iview}=i1_series{iview}; |
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234 | end |
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235 | end |
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236 | if NbView >1 && max(cell2mat(CheckImage))>0 && ~isfield(Param,'ProjObject') |
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237 | disp_uvmat('ERROR','projection on a common grid is needed to concatene images: use a Projection Object of type ''plane'' with ProjMode=''interp_lin''',checkrun) |
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238 | return |
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239 | end |
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240 | |
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241 | %% calibration data and timing: read the ImaDoc files |
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242 | [XmlData,NbSlice_calib,time,errormsg]=read_multimadoc(RootPath,SubDir,RootFile,FileExt,i1_series,i2_series,j1_series,j2_series); |
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243 | if size(time,1)>1 |
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244 | diff_time=max(max(diff(time))); |
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245 | if diff_time>0 |
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246 | disp_uvmat('WARNING',['times of series differ by (max) ' num2str(diff_time) ': the mean time is chosen in result'],checkrun) |
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247 | end |
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248 | end |
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249 | if ~isempty(errormsg) |
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250 | disp_uvmat('WARNING',errormsg,checkrun) |
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251 | end |
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252 | time=mean(time,1); %averaged time taken for the merged field |
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253 | |
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254 | %% height z |
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255 | % position of projection plane |
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256 | |
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257 | ProjObjectCoord=XmlData{1}.GeometryCalib.SliceCoord; |
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258 | CoordUnit=XmlData{1}.GeometryCalib.CoordUnit; |
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259 | for iview =2:numel(XmlData) |
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260 | if ~(isfield(XmlData{iview},'GeometryCalib')&& isequal(XmlData{iview}.GeometryCalib.SliceCoord,ProjObjectCoord))... |
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261 | disp('error: geometric calibration missing') |
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262 | return |
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263 | end |
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264 | end |
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265 | |
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266 | |
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267 | %% coordinate transform or other user defined transform |
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268 | transform_fct='';%default fct handle |
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269 | if isfield(Param,'FieldTransform')&&~isempty(Param.FieldTransform.TransformName) |
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270 | currentdir=pwd; |
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271 | cd(Param.FieldTransform.TransformPath) |
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272 | transform_fct=str2func(Param.FieldTransform.TransformName); |
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273 | cd (currentdir) |
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274 | if isfield(Param,'TransformInput') |
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275 | for iview=1:NbView |
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276 | XmlData{iview}.TransformInput=Param.TransformInput; |
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277 | end |
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278 | end |
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279 | end |
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280 | %%%%%%%%%%%% END STANDARD PART %%%%%%%%%%%% |
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281 | % EDIT FROM HERE |
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282 | |
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283 | %% check the validity of input file types |
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284 | for iview=1:NbView |
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285 | if ~isequal(CheckNc{iview},1) |
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286 | disp_uvmat('ERROR','input files needs to be in netcdf (extension .nc)',checkrun) |
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287 | return |
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288 | end |
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289 | end |
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290 | |
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291 | % %% output file type |
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292 | % FileExtOut='.nc'; %netcdf output |
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293 | % if isempty(j1_series{1}) |
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294 | % NomTypeOut='_1'; |
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295 | % else |
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296 | % NomTypeOut='_1_1'; |
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297 | % end |
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298 | % RootFileOut=RootFile{1}; |
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299 | % for iview=2:NbView |
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300 | % if ~strcmp(RootFile{iview},RootFile{1}) |
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301 | % RootFileOut='mproj'; |
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302 | % break |
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303 | % end |
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304 | % end |
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305 | |
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306 | |
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307 | %% MAIN LOOP ON FIELDS |
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308 | %%%%%%%%%%%%% STANDARD PART (DO NOT EDIT) %%%%%%%%%%%% |
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309 | % for i_slice=1:NbSlice |
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310 | % index_slice=i_slice:NbSlice:NbField;% select file indices of the slice |
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311 | % NbFiles=0; |
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312 | % nbmissing=0; |
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313 | |
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314 | %%%%%%%%%%%%%%%% loop on field indices %%%%%%%%%%%%%%%% |
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315 | tstart=tic; %used to record the computing time |
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316 | |
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317 | |
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318 | for index=1:NbField |
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319 | update_waitbar(WaitbarHandle,index/NbField) |
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320 | if ~isempty(RUNHandle) && ~strcmp(get(RUNHandle,'BusyAction'),'queue') |
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321 | disp('program stopped by user') |
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322 | return |
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323 | end |
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324 | |
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325 | % %% generating the name of the merged field |
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326 | % i1=i1_series{1}(index); |
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327 | % if ~isempty(i2_series{end}) |
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328 | % i2=i2_series{end}(index); |
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329 | % else |
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330 | % i2=i1; |
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331 | % end |
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332 | % j1=1; |
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333 | % j2=1; |
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334 | % if ~isempty(j1_series{1}) |
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335 | % j1=j1_series{1}(index); |
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336 | % if ~isempty(j2_series{end}) |
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337 | % j2=j2_series{end}(index); |
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338 | % else |
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339 | % j2=j1; |
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340 | % end |
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341 | % end |
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342 | % % OutputFile=fullfile_uvmat(RootPath{1},OutputDir,RootFileOut,FileExtOut,NomTypeOut,i1,i2,j1,j2); |
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343 | % if ~CheckOverwrite && exist(OutputFile,'file') |
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344 | % disp(['existing output file ' OutputFile ' already exists, skip to next field']) |
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345 | % continue% skip iteration if the mode overwrite is desactivated and the result file already exists |
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346 | % end |
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347 | |
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348 | %% z position |
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349 | ZIndex=mod(i1_series{1}(index)-1,NbSlice_calib{1})+1;%Zindex for phys transform |
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350 | ZPos=ProjObjectCoord(ZIndex,3); |
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351 | if index==1 |
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352 | TimeData.ZPos=ZPos; |
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353 | else |
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354 | if ZPos~=TimeData.ZPos |
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355 | disp('inconsistent z positions in the series') |
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356 | return |
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357 | end |
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358 | end |
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359 | % radius of the topography section at z pos |
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360 | TopoRadius=0; |
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361 | ind_mask=[]; |
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362 | if ZPos<20 |
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363 | TopoRadius=40*sin(acos((20+ZPos)/40)); |
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364 | ind_mask=(XI'.*XI'+YI'.*YI')<TopoRadius*TopoRadius;% indidces of data to mask |
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365 | end |
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366 | |
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367 | %%%%%%%%%%%%%%%% loop on views (input lines) %%%%%%%%%%%%%%%% |
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368 | Data=cell(1,NbView);%initiate the set Data |
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369 | timeread=zeros(1,NbView); |
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370 | for iview=1:NbView |
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371 | %% reading input file(s) |
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372 | [Data{iview},tild,errormsg] = read_field(filecell{iview,index},FileType{iview},ParamIn{iview},frame_index{iview}(index)); |
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373 | if ~isempty(errormsg) |
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374 | disp_uvmat('ERROR',['ERROR in merge_proj/read_field/' errormsg],checkrun) |
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375 | return |
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376 | end |
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377 | disp([filecell{iview,index} 'read']) |
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378 | ListVar=Data{iview}.ListVarName; |
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379 | for ilist=1:numel(ListVar) |
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380 | Data{iview}.(ListVar{ilist})=double(Data{iview}.(ListVar{ilist}));% transform all fields in double before all operations |
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381 | end |
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382 | % get the time defined in the current file if not already defined from the xml file |
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383 | if ~isempty(time) && isfield(Data{iview},'Time') |
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384 | timeread(iview)=Data{iview}.Time; |
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385 | end |
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386 | if ~isempty(NbSlice_calib) |
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387 | Data{iview}.ZIndex=mod(i1_series{iview}(index)-1,NbSlice_calib{iview})+1;%Zindex for phys transform |
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388 | end |
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389 | |
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390 | %% transform the input field (e.g; phys) if requested (no transform involving two input fields) |
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391 | if ~isempty(transform_fct) |
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392 | if nargin(transform_fct)>=2 |
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393 | Data{iview}=transform_fct(Data{iview},XmlData{iview}); |
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394 | else |
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395 | Data{iview}=transform_fct(Data{iview}); |
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396 | end |
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397 | end |
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398 | |
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399 | %% calculate tps coefficients |
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400 | Data{iview}=tps_coeff_field(Data{iview},1); |
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401 | |
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402 | %% projection on the polar grid |
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403 | [DataOut,VarAttribute,errormsg]=calc_field_tps(Data{iview}.Coord_tps,Data{iview}.NbCentre,Data{iview}.SubRange,... |
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404 | cat(3,Data{iview}.U_tps,Data{iview}.V_tps),FieldNames,cat(3,XI,YI)); |
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405 | % set to NaN interpolation points which are too far from any initial data (more than 2 CoordMesh) |
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406 | Coord=permute(Data{iview}.Coord_tps,[1 3 2]); |
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407 | Coord=reshape(Coord,size(Coord,1)*size(Coord,2),2); |
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408 | if exist('scatteredInterpolant','file')%recent Matlab versions |
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409 | F=scatteredInterpolant(Coord,Coord(:,1),'nearest'); |
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410 | G=scatteredInterpolant(Coord,Coord(:,2),'nearest'); |
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411 | else |
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412 | F=TriScatteredInterp(Coord,Coord(:,1),'nearest'); |
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413 | G=TriScatteredInterp(Coord,Coord(:,2),'nearest'); |
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414 | end |
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415 | Distx=F(XI,YI)-XI;% diff of x coordinates with the nearest measurement point |
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416 | Disty=G(XI,YI)-YI;% diff of y coordinates with the nearest measurement point |
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417 | Dist=Distx.*Distx+Disty.*Disty; |
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418 | ListVarName=(fieldnames(DataOut))'; |
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419 | VarDimName=cell(size(ListVarName)); |
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420 | ProjData{iview}=HeadData; |
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421 | ProjData{iview}.ListVarName= [ProjData{iview}.ListVarName ListVarName]; |
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422 | ProjData{iview}.VarDimName={'radius','azimuth'}; |
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423 | ProjData{iview}.VarAttribute=[{'coord_x'} {'coord_y'} VarAttribute]; |
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424 | for ivar=1:numel(ListVarName) |
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425 | ProjData{iview}.VarDimName{ivar+2}={'radius','azimuth'}; |
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426 | VarName=ListVarName{ivar}; |
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427 | if ~isempty(thresh2) |
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428 | DataOut.(VarName)(Dist>thresh2)=NaN;% put to NaN interpolated positions further than RangeInterp from initial data |
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429 | end |
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430 | ProjData{iview}.(VarName)=(DataOut.(VarName))'; |
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431 | end |
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432 | |
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433 | end |
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434 | %%%%%%%%%%%%%%%% END LOOP ON VIEWS %%%%%%%%%%%%%%%% |
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435 | |
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436 | %% merge the NbView fields |
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437 | [MergeData,errormsg]=merge_field(ProjData); |
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438 | if ~isempty(errormsg) |
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439 | disp_uvmat('ERROR',errormsg,checkrun); |
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440 | return |
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441 | end |
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442 | |
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443 | %% time of the merged field: take the average of the different views |
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444 | if ~isempty(time) |
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445 | timeread=time(index); |
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446 | elseif ~isempty(find(timeread))% time defined from ImaDoc |
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447 | timeread=mean(timeread(timeread~=0));% take average over times form the files (when defined) |
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448 | else |
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449 | timeread=index;% take time=file index |
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450 | end |
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451 | |
---|
452 | %% rotating the velocity vectors to the local axis of the polatr coordinates |
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453 | Unew=MergeData.U.*sin(Azimuth')-MergeData.V.*cos(Azimuth'); |
---|
454 | Vnew=MergeData.U.*cos(Azimuth')+MergeData.V.*sin(Azimuth'); |
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455 | if ~isempty(ind_mask) |
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456 | Unew(ind_mask)=NaN; |
---|
457 | Vnew(ind_mask)=NaN; |
---|
458 | MergeData.curl(ind_mask)=NaN; |
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459 | MergeData.div(ind_mask)=NaN; |
---|
460 | end |
---|
461 | TimeData.time(index)=timeread; |
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462 | TimeData.U(index,:,:)=Unew; |
---|
463 | TimeData.V(index,:,:)=Vnew; |
---|
464 | TimeData.curl(index,:,:)=MergeData.curl; |
---|
465 | TimeData.div(index,:,:)=MergeData.div; |
---|
466 | |
---|
467 | %% recording the merged field |
---|
468 | |
---|
469 | % MergeData.ListGlobalAttribute={'Conventions','Project','InputFile_1','InputFile_end','NbCoord','NbDim','CoordUnit','ZPos'}; |
---|
470 | % MergeData.Conventions='uvmat'; |
---|
471 | % MergeData.NbCoord=2; |
---|
472 | % MergeData.NbDim=2; |
---|
473 | % MergeData.CoordUnit=CoordUnit; |
---|
474 | % MergeData.ZPos=ZPos; |
---|
475 | % % time interval of PIV |
---|
476 | % Dt=[]; |
---|
477 | % if isfield(Data{1},'Dt')&& isnumeric(Data{1}.Dt) |
---|
478 | % Dt=Data{1}.Dt; |
---|
479 | % end |
---|
480 | % for iview =2:numel(Data) |
---|
481 | % if ~(isfield(Data{iview},'Dt')&& isequal(Data{iview}.Dt,Dt)) |
---|
482 | % Dt=[];%dt not the same for all fields |
---|
483 | % end |
---|
484 | % end |
---|
485 | % if ~isempty(timeread) |
---|
486 | % MergeData.ListGlobalAttribute=[MergeData.ListGlobalAttribute {'Time'}]; |
---|
487 | % MergeData.Time=timeread; |
---|
488 | % end |
---|
489 | % |
---|
490 | % % time unit |
---|
491 | % if isfield(Data{1},'TimeUnit') |
---|
492 | % TimeUnit=Data{1}.TimeUnit; |
---|
493 | % for iview =2:numel(Data) |
---|
494 | % if ~(isfield(Data{iview},'TimeUnit')&& isequal(Data{iview}.TimeUnit,TimeUnit)) |
---|
495 | % TimeUnit=[];%TimeUnit not the same for all fields |
---|
496 | % end |
---|
497 | % end |
---|
498 | % if ~isempty(TimeUnit) |
---|
499 | % MergeData.ListGlobalAttribute=[MergeData.ListGlobalAttribute {'TimeUnit'}]; |
---|
500 | % MergeData.TimeUnit=TimeUnit; |
---|
501 | % end |
---|
502 | % end |
---|
503 | |
---|
504 | end |
---|
505 | error=struct2nc(OutputFile,TimeData);%save result file |
---|
506 | if isempty(error) |
---|
507 | disp(['output file ' OutputFile ' written']) |
---|
508 | else |
---|
509 | disp(error) |
---|
510 | end |
---|
511 | ellapsed_time=toc(tstart); |
---|
512 | disp(['total ellapsed time ' num2str(ellapsed_time/60,2) ' minutes']) |
---|
513 | disp([ num2str(ellapsed_time/(60*NbField),3) ' minutes per iteration']) |
---|
514 | |
---|
515 | %'merge_field': concatene fields |
---|
516 | %------------------------------------------------------------------------ |
---|
517 | function [MergeData,errormsg]=merge_field(Data) |
---|
518 | %% default output |
---|
519 | if isempty(Data)||~iscell(Data) |
---|
520 | MergeData=[]; |
---|
521 | return |
---|
522 | end |
---|
523 | errormsg=''; |
---|
524 | MergeData=Data{1};% merged field= first field by default, reproduces the global attributes of the first field |
---|
525 | NbView=length(Data); |
---|
526 | if NbView==1% if there is only one field, just reproduce it in MergeData |
---|
527 | return |
---|
528 | end |
---|
529 | |
---|
530 | %% group the variables (fields of 'Data') in cells of variables with the same dimensions |
---|
531 | [CellInfo,NbDim,errormsg]=find_field_cells(Data{1}); |
---|
532 | if ~isempty(errormsg) |
---|
533 | return |
---|
534 | end |
---|
535 | |
---|
536 | %LOOP ON GROUPS OF VARIABLES SHARING THE SAME DIMENSIONS |
---|
537 | for icell=1:length(CellInfo) |
---|
538 | if NbDim(icell)~=1 % skip field cells which are of dim 1 |
---|
539 | switch CellInfo{icell}.CoordType |
---|
540 | case 'scattered' %case of input fields with unstructured coordinates: just concatene data |
---|
541 | for ivar=CellInfo{icell}.VarIndex % indices of the selected variables in the list FieldData.ListVarName |
---|
542 | VarName=Data{1}.ListVarName{ivar}; |
---|
543 | for iview=2:NbView |
---|
544 | MergeData.(VarName)=[MergeData.(VarName); Data{iview}.(VarName)]; |
---|
545 | end |
---|
546 | end |
---|
547 | case 'grid' %case of fields defined on a structured grid |
---|
548 | FFName=''; |
---|
549 | if isfield(CellInfo{icell},'VarIndex_errorflag') && ~isempty(CellInfo{icell}.VarIndex_errorflag) |
---|
550 | FFName=Data{1}.ListVarName{CellInfo{icell}.VarIndex_errorflag};% name of errorflag variable |
---|
551 | MergeData.ListVarName(CellInfo{icell}.VarIndex_errorflag)=[];%remove error flag variable in MergeData (will use NaN instead) |
---|
552 | MergeData.VarDimName(CellInfo{icell}.VarIndex_errorflag)=[]; |
---|
553 | MergeData.VarAttribute(CellInfo{icell}.VarIndex_errorflag)=[]; |
---|
554 | end |
---|
555 | % select good data on each view |
---|
556 | for ivar=CellInfo{icell}.VarIndex % indices of the selected variables in the list FieldData.ListVarName |
---|
557 | VarName=Data{1}.ListVarName{ivar}; |
---|
558 | for iview=1:NbView |
---|
559 | if isempty(FFName) |
---|
560 | check_bad=isnan(Data{iview}.(VarName));%=0 for NaN data values, 1 else |
---|
561 | else |
---|
562 | check_bad=isnan(Data{iview}.(VarName)) | Data{iview}.(FFName)~=0;%=0 for NaN or error flagged data values, 1 else |
---|
563 | end |
---|
564 | Data{iview}.(VarName)(check_bad)=0; %set to zero NaN or data marked by error flag |
---|
565 | if iview==1 |
---|
566 | %MergeData.(VarName)=Data{1}.(VarName);% initiate MergeData with the first field |
---|
567 | MergeData.(VarName)(check_bad)=0; %set to zero NaN or data marked by error flag |
---|
568 | NbAver=~check_bad;% initiate NbAver: the nbre of good data for each point |
---|
569 | elseif size(Data{iview}.(VarName))~=size(MergeData.(VarName)) |
---|
570 | errormsg='sizes of the input matrices do not agree, need to interpolate on a common grid using a projection object'; |
---|
571 | return |
---|
572 | else |
---|
573 | MergeData.(VarName)=MergeData.(VarName) +double(Data{iview}.(VarName));%add data |
---|
574 | NbAver=NbAver + ~check_bad;% add 1 for good data, 0 else |
---|
575 | end |
---|
576 | end |
---|
577 | MergeData.(VarName)(NbAver~=0)=MergeData.(VarName)(NbAver~=0)./NbAver(NbAver~=0);% take average of defined data at each point |
---|
578 | MergeData.(VarName)(NbAver==0)=NaN;% set to NaN the points with no good data |
---|
579 | end |
---|
580 | end |
---|
581 | % if isempty(FFName) |
---|
582 | % FFName='FF'; |
---|
583 | % end |
---|
584 | % MergeData.(FFName)(NbAver~=0)=0;% flag to 1 undefined summed data |
---|
585 | % MergeData.(FFName)(NbAver==0)=1;% flag to 1 undefined summed data |
---|
586 | end |
---|
587 | end |
---|
588 | |
---|
589 | |
---|
590 | |
---|