[573] | 1 | %'merge_proj': concatene several fields from series, can project them on a regular grid in phys coordinates |
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[457] | 2 | %------------------------------------------------------------------------ |
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[464] | 3 | % function ParamOut=merge_proj(Param) |
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[457] | 4 | %------------------------------------------------------------------------ |
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| 5 | %%%%%%%%%%% GENERAL TO ALL SERIES ACTION FCTS %%%%%%%%%%%%%%%%%%%%%%%%%%% |
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[169] | 6 | % |
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| 7 | %OUTPUT |
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[596] | 8 | % ParamOut: sets options in the GUI series.fig needed for the function |
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[169] | 9 | % |
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| 10 | %INPUT: |
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[457] | 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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[596] | 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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[169] | 15 | % |
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[596] | 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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[457] | 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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[474] | 21 | % .OutputDirExt: directory extension for data outputs |
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[457] | 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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[596] | 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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[457] | 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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[596] | 32 | % .FieldName: name(s) of the field |
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[457] | 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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[596] | 36 | % .Coord_y: name of y coordinate variable |
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| 37 | % .Coord_x: name of x coordinate variable |
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[457] | 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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[462] | 41 | function ParamOut=merge_proj(Param) |
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[29] | 42 | |
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[606] | 43 | %% 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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[592] | 44 | if isstruct(Param) && isequal(Param.Action.RUN,0) |
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[606] | 45 | ParamOut.AllowInputSort='off';% allow alphabetic sorting of the list of input file SubDir (options 'off'/'on', 'off' by default) |
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[632] | 46 | ParamOut.WholeIndexRange='off';% prescribes the file index ranges from min to max (options 'off'/'on', 'off' by default) |
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[606] | 47 | ParamOut.NbSlice='off'; %nbre of slices ('off' by default) |
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| 48 | ParamOut.VelType='one';% menu for selecting the velocity type (options 'off'/'one'/'two', 'off' by default) |
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| 49 | ParamOut.FieldName='one';% menu for selecting the field (s) in the input file(options 'off'/'one'/'two', 'off' by default) |
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| 50 | ParamOut.FieldTransform = 'on';%can use a transform function |
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| 51 | ParamOut.TransformPath=fullfile(fileparts(which('uvmat')),'transform_field');% path to transform functions (needed for compilation only) |
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| 52 | ParamOut.ProjObject='on';%can use projection object(option 'off'/'on', |
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[635] | 53 | ParamOut.Mask='on';%can use mask option (option 'off'/'on', 'off' by default) |
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[592] | 54 | ParamOut.OutputDirExt='.mproj';%set the output dir extension |
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[605] | 55 | 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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[716] | 56 | %check the input files |
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| 57 | first_j=[]; |
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| 58 | if isfield(Param.IndexRange,'first_j'); first_j=Param.IndexRange.first_j; end |
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| 59 | last_j=[]; |
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| 60 | if isfield(Param.IndexRange,'last_j'); last_j=Param.IndexRange.last_j; end |
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| 61 | PairString=''; |
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| 62 | if isfield(Param.IndexRange,'PairString'); PairString=Param.IndexRange.PairString; end |
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| 63 | [i1,i2,j1,j2] = get_file_index(Param.IndexRange.first_i,first_j,PairString); |
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| 64 | FirstFileName=fullfile_uvmat(Param.InputTable{1,1},Param.InputTable{1,2},Param.InputTable{1,3},... |
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| 65 | Param.InputTable{1,5},Param.InputTable{1,4},i1,i2,j1,j2); |
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| 66 | if ~exist(FirstFileName,'file') |
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| 67 | msgbox_uvmat('WARNING',['the first input file ' FirstFileName ' does not exist']) |
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[605] | 68 | elseif isequal(size(Param.InputTable,1),1) && ~isfield(Param,'ProjObject') |
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[635] | 69 | msgbox_uvmat('WARNING','You may need a projection object of type plane for merge_proj') |
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[605] | 70 | end |
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[606] | 71 | return |
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[29] | 72 | end |
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| 73 | |
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[457] | 74 | %%%%%%%%%%%% STANDARD PART (DO NOT EDIT) %%%%%%%%%%%% |
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[632] | 75 | ParamOut=[]; %default output |
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[592] | 76 | %% read input parameters from an xml file if input is a file name (batch mode) |
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| 77 | checkrun=1; |
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[457] | 78 | if ischar(Param) |
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[592] | 79 | Param=xml2struct(Param);% read Param as input file (batch case) |
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| 80 | checkrun=0; |
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[374] | 81 | end |
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[624] | 82 | hseries=findobj(allchild(0),'Tag','series'); |
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| 83 | RUNHandle=findobj(hseries,'Tag','RUN');%handle of RUN button in GUI series |
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| 84 | WaitbarHandle=findobj(hseries,'Tag','Waitbar');%handle of waitbar in GUI series |
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[592] | 85 | |
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[624] | 86 | %% define the directory for result file (with path=RootPath{1}) |
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| 87 | OutputDir=[Param.OutputSubDir Param.OutputDirExt];% subdirectory for output files |
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| 88 | |
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[550] | 89 | if ~isfield(Param,'InputFields') |
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| 90 | Param.InputFields.FieldName=''; |
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| 91 | end |
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[457] | 92 | |
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[577] | 93 | %% root input file type |
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[457] | 94 | RootPath=Param.InputTable(:,1); |
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| 95 | RootFile=Param.InputTable(:,3); |
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| 96 | SubDir=Param.InputTable(:,2); |
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| 97 | NomType=Param.InputTable(:,4); |
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| 98 | FileExt=Param.InputTable(:,5); |
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[374] | 99 | [filecell,i1_series,i2_series,j1_series,j2_series]=get_file_series(Param); |
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[474] | 100 | %%%%%%%%%%%% |
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| 101 | % The cell array filecell is the list of input file names, while |
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| 102 | % filecell{iview,fileindex}: |
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[457] | 103 | % iview: line in the table corresponding to a given file series |
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| 104 | % fileindex: file index within the file series, |
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| 105 | % 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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| 106 | % i1_series(iview,fileindex) expresses the same indices as a 1D array in file indices |
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[474] | 107 | %%%%%%%%%%%% |
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[606] | 108 | % NbSlice=1;%default |
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| 109 | % if isfield(Param.IndexRange,'NbSlice')&&~isempty(Param.IndexRange.NbSlice) |
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| 110 | % NbSlice=Param.IndexRange.NbSlice; |
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| 111 | % end |
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| 112 | NbView=numel(i1_series);%number of input file series (lines in InputTable) |
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| 113 | NbField_j=size(i1_series{1},1); %nb of fields for the j index (bursts or volume slices) |
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| 114 | NbField_i=size(i1_series{1},2); %nb of fields for the i index |
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| 115 | NbField=NbField_j*NbField_i; %total number of fields |
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[457] | 116 | |
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[673] | 117 | %% determine the file type on each line from the first input file |
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[462] | 118 | ImageTypeOptions={'image','multimage','mmreader','video'}; |
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| 119 | NcTypeOptions={'netcdf','civx','civdata'}; |
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[606] | 120 | for iview=1:NbView |
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[462] | 121 | if ~exist(filecell{iview,1}','file') |
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[668] | 122 | disp_uvmat('ERROR',['the first input file ' filecell{iview,1} ' does not exist'],checkrun) |
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[462] | 123 | return |
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| 124 | end |
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| 125 | [FileType{iview},FileInfo{iview},MovieObject{iview}]=get_file_type(filecell{iview,1}); |
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| 126 | CheckImage{iview}=~isempty(find(strcmp(FileType{iview},ImageTypeOptions)));% =1 for images |
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| 127 | CheckNc{iview}=~isempty(find(strcmp(FileType{iview},NcTypeOptions)));% =1 for netcdf files |
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| 128 | if ~isempty(j1_series{iview}) |
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| 129 | frame_index{iview}=j1_series{iview}; |
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| 130 | else |
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| 131 | frame_index{iview}=i1_series{iview}; |
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| 132 | end |
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[457] | 133 | end |
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| 134 | |
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| 135 | %% calibration data and timing: read the ImaDoc files |
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[470] | 136 | [XmlData,NbSlice_calib,time,errormsg]=read_multimadoc(RootPath,SubDir,RootFile,FileExt,i1_series,i2_series,j1_series,j2_series); |
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| 137 | if size(time,1)>1 |
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[457] | 138 | diff_time=max(max(diff(time))); |
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[474] | 139 | if diff_time>0 |
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[676] | 140 | disp_uvmat('WARNING',['times of series differ by (max) ' num2str(diff_time) ': the mean time is chosen in result'],checkrun) |
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[457] | 141 | end |
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| 142 | end |
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[676] | 143 | if ~isempty(errormsg) |
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| 144 | disp_uvmat('WARNING',erromsg,checkrun) |
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| 145 | end |
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| 146 | time=mean(time,1); %averaged time taken for the merged field |
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[457] | 147 | |
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[409] | 148 | %% coordinate transform or other user defined transform |
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[606] | 149 | transform_fct='';%default fct handle |
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[478] | 150 | if isfield(Param,'FieldTransform')&&~isempty(Param.FieldTransform.TransformName) |
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[606] | 151 | currentdir=pwd; |
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| 152 | cd(Param.FieldTransform.TransformPath) |
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| 153 | transform_fct=str2func(Param.FieldTransform.TransformName); |
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| 154 | cd (currentdir) |
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[374] | 155 | end |
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[457] | 156 | %%%%%%%%%%%% END STANDARD PART %%%%%%%%%%%% |
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| 157 | % EDIT FROM HERE |
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[116] | 158 | |
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[457] | 159 | %% check the validity of input file types |
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[606] | 160 | for iview=1:NbView |
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[673] | 161 | if ~isequal(CheckImage{iview},1)&&~isequal(CheckNc{iview},1) |
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[668] | 162 | disp_uvmat('ERROR','input set of input series: need either netcdf either image series',checkrun) |
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[632] | 163 | return |
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[464] | 164 | end |
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[457] | 165 | end |
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[673] | 166 | |
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| 167 | %% output file type |
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| 168 | if min(cell2mat(CheckImage))==1 && (~Param.CheckObject || strcmp(Param.ProjObject.Type,'plane')) |
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| 169 | FileExtOut='.png'; %image output (input and proj result = image) |
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| 170 | for iview=1:NbView |
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| 171 | BitDepth(iview)=FileInfo{iview}.BitDepth; |
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| 172 | end |
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| 173 | BitDepth=max(BitDepth); |
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| 174 | else |
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| 175 | FileExtOut='.nc'; %netcdf output |
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| 176 | end |
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[462] | 177 | NomTypeOut=NomType;% output file index will indicate the first and last ref index in the series |
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[673] | 178 | RootFileOut=RootFile{1}; |
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| 179 | for iview=2:NbView |
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| 180 | if ~strcmp(RootFile{iview},RootFile{1}) |
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| 181 | RootFileOut='mproj'; |
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| 182 | break |
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| 183 | end |
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| 184 | end |
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[457] | 185 | |
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[642] | 186 | %% mask (TODO: case of multilevels) |
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[668] | 187 | MaskData=cell(NbView,1); |
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[642] | 188 | if Param.CheckMask |
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[676] | 189 | if ischar(Param.MaskTable)% case of a single mask (char chain) |
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| 190 | Param.MaskTable={Param.MaskTable}; |
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| 191 | end |
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[668] | 192 | for iview=1:numel(Param.MaskTable) |
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[673] | 193 | if exist(Param.MaskTable{iview},'file') |
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| 194 | [MaskData{iview},tild,errormsg] = read_field(Param.MaskTable{iview},'image'); |
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| 195 | if ~isempty(transform_fct) && nargin(transform_fct)>=2 |
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| 196 | MaskData{iview}=transform_fct(MaskData{iview},XmlData{iview}); |
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| 197 | end |
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[642] | 198 | end |
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| 199 | end |
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| 200 | end |
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| 201 | |
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[457] | 202 | %% Set field names and velocity types |
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[462] | 203 | %use Param.InputFields for all views |
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[457] | 204 | |
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[640] | 205 | %% MAIN LOOP ON FIELDS |
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[457] | 206 | %%%%%%%%%%%%% STANDARD PART (DO NOT EDIT) %%%%%%%%%%%% |
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[606] | 207 | % for i_slice=1:NbSlice |
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| 208 | % index_slice=i_slice:NbSlice:NbField;% select file indices of the slice |
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| 209 | % NbFiles=0; |
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| 210 | % nbmissing=0; |
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[474] | 211 | |
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[457] | 212 | %%%%%%%%%%%%%%%% loop on field indices %%%%%%%%%%%%%%%% |
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[606] | 213 | for index=1:NbField |
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[626] | 214 | update_waitbar(WaitbarHandle,index/NbField) |
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[642] | 215 | if ~isempty(RUNHandle) && ~strcmp(get(RUNHandle,'BusyAction'),'queue') |
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[624] | 216 | disp('program stopped by user') |
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[606] | 217 | return |
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| 218 | end |
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[673] | 219 | |
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[606] | 220 | %%%%%%%%%%%%%%%% loop on views (input lines) %%%%%%%%%%%%%%%% |
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| 221 | Data=cell(1,NbView);%initiate the set Data |
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[676] | 222 | timeread=zeros(1,NbView); |
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[606] | 223 | for iview=1:NbView |
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| 224 | %% reading input file(s) |
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| 225 | [Data{iview},tild,errormsg] = read_field(filecell{iview,index},FileType{iview},Param.InputFields,frame_index{iview}(index)); |
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| 226 | if ~isempty(errormsg) |
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[614] | 227 | disp(['ERROR in merge_proj/read_field/' errormsg]) |
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| 228 | return |
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[457] | 229 | end |
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[676] | 230 | % get the time defined in the current file if not already defined from the xml file |
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| 231 | if ~isempty(time) && isfield(Data{iview},'Time') |
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[606] | 232 | timeread(iview)=Data{iview}.Time; |
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[595] | 233 | end |
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[606] | 234 | if ~isempty(NbSlice_calib) |
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| 235 | Data{iview}.ZIndex=mod(i1_series{iview}(index)-1,NbSlice_calib{iview})+1;%Zindex for phys transform |
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| 236 | end |
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[642] | 237 | |
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[632] | 238 | %% transform the input field (e.g; phys) if requested (no transform involving two input fields) |
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[606] | 239 | if ~isempty(transform_fct) |
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| 240 | if nargin(transform_fct)>=2 |
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| 241 | Data{iview}=transform_fct(Data{iview},XmlData{iview}); |
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| 242 | else |
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| 243 | Data{iview}=transform_fct(Data{iview}); |
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[29] | 244 | end |
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[606] | 245 | end |
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[632] | 246 | |
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[642] | 247 | %% calculate tps coefficients if needed |
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[614] | 248 | check_proj_tps= isfield(Param,'ProjObject')&&~isempty(Param.ProjObject)&& strcmp(Param.ProjObject.ProjMode,'interp_tps')&&~isfield(Data{iview},'Coord_tps'); |
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[606] | 249 | Data{iview}=tps_coeff_field(Data{iview},check_proj_tps); |
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[642] | 250 | |
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[606] | 251 | %% projection on object (gridded plane) |
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| 252 | if Param.CheckObject |
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| 253 | [Data{iview},errormsg]=proj_field(Data{iview},Param.ProjObject); |
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| 254 | if ~isempty(errormsg) |
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[614] | 255 | disp(['ERROR in merge_proge/proj_field: ' errormsg]) |
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[606] | 256 | return |
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[29] | 257 | end |
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[464] | 258 | end |
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[640] | 259 | |
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| 260 | %% mask |
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[642] | 261 | if Param.CheckMask && ~isempty(MaskData{iview}) |
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| 262 | [Data{iview},errormsg]=mask_proj(Data{iview},MaskData{iview}); |
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[640] | 263 | end |
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[606] | 264 | end |
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[673] | 265 | %%%%%%%%%%%%%%%% END LOOP ON VIEWS %%%%%%%%%%%%%%%% |
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[606] | 266 | |
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| 267 | %% merge the NbView fields |
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| 268 | MergeData=merge_field(Data); |
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| 269 | if isfield(MergeData,'Txt') |
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[614] | 270 | disp(MergeData.Txt); |
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[606] | 271 | return |
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| 272 | end |
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| 273 | |
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[673] | 274 | %% time of the merged field: take the average of the different views |
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[676] | 275 | if ~isempty(time) |
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| 276 | timeread=time(index); |
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| 277 | elseif ~isempty(find(timeread))% time defined from ImaDoc |
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| 278 | timeread=mean(timeread(timeread~=0));% take average over times form the files (when defined) |
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| 279 | else |
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| 280 | timeread=index;% take time=file index |
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[606] | 281 | end |
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| 282 | |
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[673] | 283 | %% generating the name of the merged field |
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| 284 | i1=i1_series{1}(index); |
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| 285 | if ~isempty(i2_series{end}) |
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| 286 | i2=i2_series{end}(index); |
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[606] | 287 | else |
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| 288 | i2=i1; |
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| 289 | end |
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| 290 | j1=1; |
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| 291 | j2=1; |
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[673] | 292 | if ~isempty(j1_series{1}) |
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| 293 | j1=j1_series{1}(index); |
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| 294 | if ~isempty(j2_series{end}) |
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| 295 | j2=j2_series{end}(index); |
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[606] | 296 | else |
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| 297 | j2=j1; |
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[464] | 298 | end |
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[606] | 299 | end |
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[673] | 300 | OutputFile=fullfile_uvmat(RootPath{1},OutputDir,RootFileOut,FileExtOut,NomType{1},i1,i2,j1,j2); |
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[606] | 301 | |
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[673] | 302 | %% recording the merged field |
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| 303 | if strcmp(FileExtOut,'.png') %output as image |
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| 304 | if BitDepth==8 |
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| 305 | imwrite(uint8(MergeData.A),OutputFile,'BitDepth',8) |
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[464] | 306 | else |
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[673] | 307 | imwrite(uint16(MergeData.A),OutputFile,'BitDepth',16) |
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[464] | 308 | end |
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[673] | 309 | if index==1 |
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| 310 | %write xml calibration file, using the first file |
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| 311 | siz=size(MergeData.A); |
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| 312 | npy=siz(1); |
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| 313 | npx=siz(2); |
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| 314 | if isfield(MergeData,'coord_x') && isfield(MergeData,'coord_y') |
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| 315 | Rangx=MergeData.coord_x; |
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| 316 | Rangy=MergeData.coord_y; |
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| 317 | elseif isfield(MergeData,'AX')&& isfield(MergeData,'AY') |
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| 318 | Rangx=[MergeData.AX(1) MergeData.AX(end)]; |
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| 319 | Rangy=[MergeData.AY(1) MergeData.AY(end)]; |
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| 320 | else |
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| 321 | Rangx=[0.5 npx-0.5]; |
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| 322 | Rangy=[npy-0.5 0.5];%default |
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| 323 | end |
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| 324 | pxcmx=(npx-1)/(Rangx(2)-Rangx(1)); |
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| 325 | pxcmy=(npy-1)/(Rangy(1)-Rangy(2)); |
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| 326 | T_x=-pxcmx*Rangx(1)+0.5; |
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| 327 | T_y=-pxcmy*Rangy(2)+0.5; |
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| 328 | GeometryCal.CalibrationType='rescale'; |
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| 329 | GeometryCal.CoordUnit=MergeData.CoordUnit; |
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| 330 | GeometryCal.focal=1; |
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| 331 | GeometryCal.R=[pxcmx,0,0;0,pxcmy,0;0,0,1]; |
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| 332 | GeometryCal.Tx_Ty_Tz=[T_x T_y 1]; |
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| 333 | ImaDoc.GeometryCalib=GeometryCal; |
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| 334 | t=struct2xml(ImaDoc); |
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| 335 | t=set(t,1,'name','ImaDoc'); |
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| 336 | save(t,[fileparts(OutputFile) '.xml']) |
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| 337 | end |
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| 338 | |
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[606] | 339 | else |
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[676] | 340 | MergeData.ListGlobalAttribute={'Conventions','Project','InputFile_1','InputFile_end','nb_coord','nb_dim'}; |
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[606] | 341 | MergeData.Conventions='uvmat'; |
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| 342 | MergeData.nb_coord=2; |
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| 343 | MergeData.nb_dim=2; |
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| 344 | dt=[]; |
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| 345 | if isfield(Data{1},'dt')&& isnumeric(Data{1}.dt) |
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| 346 | dt=Data{1}.dt; |
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| 347 | end |
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| 348 | for iview =2:numel(Data) |
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| 349 | if ~(isfield(Data{iview},'dt')&& isequal(Data{iview}.dt,dt)) |
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| 350 | dt=[];%dt not the same for all fields |
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[464] | 351 | end |
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| 352 | end |
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[676] | 353 | if ~isempty(timeread) |
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| 354 | MergeData.ListGlobalAttribute=[MergeData.ListGlobalAttribute {'Time'}]; |
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| 355 | MergeData.Time=timeread; |
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| 356 | end |
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| 357 | if ~isempty(dt) |
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| 358 | MergeData.ListGlobalAttribute=[MergeData.ListGlobalAttribute {'dt'}]; |
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[606] | 359 | MergeData.dt=dt; |
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[29] | 360 | end |
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[606] | 361 | error=struct2nc(OutputFile,MergeData);%save result file |
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| 362 | if isempty(error) |
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| 363 | display(['output file ' OutputFile ' written']) |
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| 364 | else |
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| 365 | display(error) |
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| 366 | end |
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[29] | 367 | end |
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| 368 | end |
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| 369 | |
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[606] | 370 | |
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[222] | 371 | %'merge_field': concatene fields |
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| 372 | %------------------------------------------------------------------------ |
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[29] | 373 | function MergeData=merge_field(Data) |
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[222] | 374 | %% default output |
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[29] | 375 | if isempty(Data)||~iscell(Data) |
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| 376 | MergeData=[]; |
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| 377 | return |
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| 378 | end |
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| 379 | error=0; |
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[673] | 380 | MergeData=Data{1};% merged field= first field by default, reproduces the glabal attributes of the first field |
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[606] | 381 | NbView=length(Data); |
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| 382 | if NbView==1 |
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[29] | 383 | return |
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| 384 | end |
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[222] | 385 | |
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[522] | 386 | %% group the variables (fields of 'Data') in cells of variables with the same dimensions |
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[668] | 387 | [CellInfo,NbDim,errormsg]=find_field_cells(Data{1}); |
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[670] | 388 | |
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[89] | 389 | %LOOP ON GROUPS OF VARIABLES SHARING THE SAME DIMENSIONS |
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[668] | 390 | for icell=1:length(CellInfo) |
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[670] | 391 | if NbDim(icell)~=1 % skip field cells which are of dim 1 |
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| 392 | switch CellInfo{icell}.CoordType |
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| 393 | case 'scattered' %case of input fields with unstructured coordinates: just concacene data |
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| 394 | for ivar=CellInfo{icell}.VarIndex % indices of the selected variables in the list FieldData.ListVarName |
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| 395 | VarName=Data{1}.ListVarName{ivar}; |
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| 396 | %MergeData=Data{1};% merged field= first field by default, reproduces the glabal attributes of the first field |
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| 397 | for iview=2:NbView |
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| 398 | MergeData.(VarName)=[MergeData.(VarName); Data{iview}.(VarName)]; |
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[89] | 399 | end |
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| 400 | end |
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[670] | 401 | case 'grid' %case of fields defined on a structured grid |
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| 402 | FFName=''; |
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[676] | 403 | if isfield(CellInfo{icell},'VarIndex_errorflag') && ~isempty(CellInfo{icell}.VarIndex_errorflag) |
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[670] | 404 | FFName=Data{1}.ListVarName{CellInfo{icell}.VarIndex_errorflag};% name of errorflag variable |
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| 405 | end |
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| 406 | % select good data on each view |
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| 407 | for ivar=CellInfo{icell}.VarIndex % indices of the selected variables in the list FieldData.ListVarName |
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| 408 | VarName=Data{1}.ListVarName{ivar}; |
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| 409 | for iview=1:NbView |
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| 410 | if isempty(FFName) |
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| 411 | check_bad=isnan(Data{iview}.(VarName));%=0 for NaN data values, 1 else |
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| 412 | else |
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| 413 | check_bad=isnan(Data{iview}.(VarName)) | Data{iview}.(FFName)~=0;%=0 for NaN or error flagged data values, 1 else |
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| 414 | end |
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| 415 | Data{iview}.(VarName)(check_bad)=0; %set to zero NaN or masked data |
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| 416 | if iview==1 |
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| 417 | MergeData.(VarName)=Data{1}.(VarName);% correct the field of MergeData |
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| 418 | NbAver=~check_bad;% initiate NbAver: the nbre of good data for each point |
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| 419 | else |
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| 420 | MergeData.(VarName)=MergeData.(VarName) + Data{iview}.(VarName);%add data |
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| 421 | NbAver=NbAver + ~check_bad;% add 1 for good data, 0 else |
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| 422 | end |
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| 423 | end |
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| 424 | MergeData.(VarName)(NbAver~=0)=MergeData.(VarName)(NbAver~=0)./NbAver(NbAver~=0);% take average of defined data at each point |
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| 425 | end |
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[89] | 426 | end |
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[670] | 427 | if isempty(FFName) |
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| 428 | FFName='FF'; |
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[89] | 429 | end |
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[670] | 430 | MergeData.(FFName)(NbAver~=0)=0;% flag to 1 undefined summed data |
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| 431 | MergeData.(FFName)(NbAver==0)=1;% flag to 1 undefined summed data |
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[89] | 432 | end |
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| 433 | end |
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[222] | 434 | |
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[670] | 435 | |
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[89] | 436 | |
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