[8] | 1 | %'read_civxdata': reads civx data from netcdf files
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| 2 | %------------------------------------------------------------------
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[159] | 3 | %
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| 4 | % function [Field,VelTypeOut]=read_civxdata(filename,FieldNames,VelType)
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| 5 | %
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[8] | 6 | % OUTPUT:
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[179] | 7 | % Field: structure representing the selected field, containing
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[8] | 8 | % .Txt: (char string) error message if any
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[179] | 9 | % .ListGlobalAttribute: list of global attributes containing:
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| 10 | % .NbCoord: number of vector components
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| 11 | % .NbDim: number of dimensions (=2 or 3)
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| 12 | % .dt: time interval for the corresponding image pair
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| 13 | % .Time: absolute time (average of the initial image pair)
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| 14 | % .CivStage: =0,
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| 15 | % =1, civ1 has been performed only
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| 16 | % =2, fix1 has been performed
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| 17 | % =3, pacth1 has been performed
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| 18 | % =4, civ2 has been performed
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| 19 | % =5, fix2 has been performed
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| 20 | % =6, pacth2 has been performed
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| 21 | % .CoordUnit: 'pixel'
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| 22 | % .ListVarName: {'X' 'Y' 'U' 'V' 'F' 'FF'}
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| 23 | % .X, .Y, .Z: set of vector coordinates
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| 24 | % .U,.V,.W: corresponding set of vector components
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| 25 | % .F: warning flags
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| 26 | % .FF: error flag, =0 for good vectors
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| 27 | % .C: scalar associated with velocity (used for vector colors)
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| 28 | % .DijU; matrix of spatial derivatives (DijU(1,1,:)=DUDX,
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| 29 | % DijU(1,2,:)=DUDY, Dij(2,1,:)=DVDX, DijU(2,2,:)=DVDY
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[8] | 30 | %
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[179] | 31 | % VelTypeOut: velocity type corresponding to the selected field: ='civ1','interp1','interp2','civ2'....
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| 32 | %
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[8] | 33 | % INPUT:
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| 34 | % filename: file name (string).
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| 35 | % FieldNames =cell of field names to get, which can contain the strings:
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| 36 | % 'ima_cor': image correlation, vec_c or vec2_C
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| 37 | % 'vort','div','strain': requires velocity derivatives DUDX...
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| 38 | % 'error': error estimate (vec_E or vec2_E)
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| 39 | %
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| 40 | % VelType : character string indicating the types of velocity fields to read ('civ1','civ2'...)
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| 41 | % if vel_type=[] or'*', a priority choice, given by vel_type_out{1,2}, is done depending
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| 42 | % if vel_type='filter'; a structured field is sought (filter2 in priority, then filter1)
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| 43 |
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| 44 |
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| 45 | % FUNCTIONS called:
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| 46 | % 'varcivx_generator':, sets the names of vaiables to read in the netcdf file
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| 47 | % 'nc2struct': reads a netcdf file
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| 48 |
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[236] | 49 | function [Field,VelTypeOut,errormsg]=read_civxdata(filename,FieldNames,VelType)
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| 50 | errormsg='';
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[420] | 51 | Field=[];
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| 52 | VelTypeOut=[];
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[380] | 53 | DataTest=nc2struct(filename,'ListGlobalAttribute','Conventions','CivStage');
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[247] | 54 | if isfield(DataTest,'Txt')
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[527] | 55 | errormsg=['nc2struct / ' DataTest.Txt];
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[380] | 56 | return
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[247] | 57 | elseif isequal(DataTest.Conventions,'uvmat/civdata')%test for new civ format
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[380] | 58 | [Field,VelTypeOut,errormsg]=read_civdata(filename,FieldNames,VelType,DataTest.CivStage);
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[527] | 59 | if ~isempty(errormsg),errormsg=['read_civdata / ' errormsg];end
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[236] | 60 | return
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| 61 | end
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| 62 |
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[206] | 63 | %% default input
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[8] | 64 | if ~exist('VelType','var')
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| 65 | VelType=[];
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| 66 | end
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| 67 | if isequal(VelType,'*')
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| 68 | VelType=[];
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| 69 | end
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| 70 | if ~exist('FieldNames','var')
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| 71 | FieldNames=[]; %default
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| 72 | end
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[206] | 73 |
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| 74 | %% reading data
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[8] | 75 | VelTypeOut=VelType;%default
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| 76 | [var,role,units,vel_type_out_cell]=varcivx_generator(FieldNames,VelType);%determine the names of constants and variables to read
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[206] | 77 | [Field,vardetect,ichoice]=nc2struct(filename,var);%read the variables in the netcdf file
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| 78 | if isfield(Field,'Txt')
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[527] | 79 | errormsg=['nc2struct / ' Field.Txt];
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[206] | 80 | return
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| 81 | end
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[140] | 82 | if vardetect(1)==0
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[236] | 83 | errormsg=[ 'requested field not available in ' filename '/' VelType];
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[206] | 84 | return
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[8] | 85 | end
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| 86 | var_ind=find(vardetect);
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[533] | 87 | for ilist=1:length(FieldNames)
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| 88 | testinterp=isempty(regexp(FieldNames{ilist},'(^vec|^C)', 'once'));%test need for gridded data
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| 89 | if testinterp, break;end
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| 90 | end
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[8] | 91 | for ivar=1:length(var_ind)
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| 92 | Field.VarAttribute{ivar}.Role=role{var_ind(ivar)};
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[206] | 93 | Field.VarAttribute{ivar}.Mesh=0.1;%typical mesh for histograms O.1 pixel
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[530] | 94 | if strcmp(role{var_ind(ivar)},'vector_x')
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[579] | 95 | Field.VarAttribute{ivar}.FieldName=FieldNames;
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[533] | 96 | if testinterp
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[581] | 97 | Field.VarAttribute{ivar}.ProjModeRequest='interp_lin';
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[533] | 98 | end
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[530] | 99 | end
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[8] | 100 | end
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| 101 | VelTypeOut=VelType;
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| 102 | if ~isempty(ichoice)
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| 103 | VelTypeOut=vel_type_out_cell{ichoice};
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| 104 | end
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| 105 |
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[206] | 106 | %% adjust for Djui:
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[8] | 107 | if isfield(Field,'DjUi')
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[404] | 108 | Field.ListVarName{end-3}='DjUi';
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[527] | 109 | Field.VarDimName{end-3}=[Field.VarDimName{end-3} {'nb_coord'} {'nb_coord'}];
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[8] | 110 | Field.ListVarName(end-2:end)=[];
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[156] | 111 | Field.VarDimName(end-2:end)=[];
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[8] | 112 | Field.VarAttribute(end-2:end)=[];
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| 113 | end
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| 114 |
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[206] | 115 | %% renaming for standard conventions
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[179] | 116 | Field.NbCoord=Field.nb_coord;
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| 117 | Field.NbDim=Field.nb_dim;
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| 118 |
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[206] | 119 | %% CivStage
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[8] | 120 | if isfield(Field,'patch2')&& isequal(Field.patch2,1)
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| 121 | Field.CivStage=6;
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| 122 | elseif isfield(Field,'fix2')&& isequal(Field.fix2,1)
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| 123 | Field.CivStage=5;
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| 124 | elseif isfield(Field,'civ2')&& isequal(Field.civ2,1)
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| 125 | Field.CivStage=4;
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| 126 | elseif isfield(Field,'patch')&& isequal(Field.patch,1)
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| 127 | Field.CivStage=3;
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| 128 | elseif isfield(Field,'fix')&& isequal(Field.fix,1)
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| 129 | Field.CivStage=2;
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| 130 | else
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| 131 | Field.CivStage=1;
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| 132 | end
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| 133 |
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[180] | 134 | %determine the appropriate constant for time and dt for the PIV pair
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| 135 | test_civ1=isequal(VelTypeOut,'civ1')||isequal(VelTypeOut,'interp1')||isequal(VelTypeOut,'filter1');
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| 136 | test_civ2=isequal(VelTypeOut,'civ2')||isequal(VelTypeOut,'interp2')||isequal(VelTypeOut,'filter2');
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| 137 | Field.Time=0; %default
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[221] | 138 | Field.TimeUnit='s';
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[180] | 139 | if test_civ1
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| 140 | if isfield(Field,'absolut_time_T0')
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| 141 | Field.Time=double(Field.absolut_time_T0);
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[415] | 142 | Field.Dt=double(Field.dt);
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[180] | 143 | else
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[236] | 144 | errormsg='the input file is not civx';
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[180] | 145 | Field.CivStage=0;
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[415] | 146 | Field.Dt=0;
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[180] | 147 | end
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| 148 | elseif test_civ2
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| 149 | Field.Time=double(Field.absolut_time_T0_2);
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[415] | 150 | Field.Dt=double(Field.dt2);
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[180] | 151 | else
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[236] | 152 | errormsg='the input file is not civx';
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[180] | 153 | Field.CivStage=0;
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[415] | 154 | Field.Dt=0;
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[180] | 155 | end
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| 156 |
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[179] | 157 | %% rescale fields to pixel coordinates
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[8] | 158 | if isfield(Field,'pixcmx')
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[140] | 159 | Field.pixcmx=double(Field.pixcmx);
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| 160 | Field.pixcmy=double(Field.pixcmy);
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| 161 | Field.U=Field.U*Field.pixcmx;
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| 162 | Field.V=Field.V*Field.pixcmy;
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| 163 | Field.X=Field.X*Field.pixcmx;
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| 164 | Field.Y=Field.Y*Field.pixcmy;
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[8] | 165 | end
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[498] | 166 | if ~isequal(Field.Dt,0)
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| 167 | Field.U=Field.U*Field.Dt;%translate in px displacement
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| 168 | Field.V=Field.V*Field.Dt;
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[8] | 169 | if isfield(Field,'DjUi')
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[498] | 170 | Field.DjUi(:,1,1)=Field.Dt*Field.DjUi(:,1,1);
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| 171 | Field.DjUi(:,2,2)=Field.Dt*Field.DjUi(:,2,2);
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| 172 | Field.DjUi(:,1,2)=(Field.pixcmy/Field.pixcmx)*Field.Dt*Field.DjUi(:,1,2);
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| 173 | Field.DjUi(:,2,1)=(Field.pixcmx/Field.pixcmy)*Field.Dt*Field.DjUi(:,2,1);
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[8] | 174 | end
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| 175 | end
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[179] | 176 |
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| 177 | %% update list of global attributes
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| 178 | List=Field.ListGlobalAttribute;
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| 179 | ind_remove=[];
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| 180 | for ilist=1:length(List)
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| 181 | switch(List{ilist})
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[415] | 182 | case {'patch2','fix2','civ2','patch','fix','dt','dt2','absolut_time_T0','absolut_time_T0_2','nb_coord','nb_dim','pixcmx','pixcmy'}
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[179] | 183 | ind_remove=[ind_remove ilist];
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| 184 | Field=rmfield(Field,List{ilist});
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| 185 | end
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| 186 | end
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| 187 | List(ind_remove)=[];
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[415] | 188 | Field.ListGlobalAttribute=[{'NbCoord'},{'NbDim'} List {'Time','Dt','TimeUnit','CivStage','CoordUnit'}];
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[8] | 189 | Field.CoordUnit='pixel';
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| 190 |
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| 191 |
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| 192 | %%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
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| 193 | % [var,role,units,vel_type_out]=varcivx_generator(FieldNames,vel_type)
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| 194 | %INPUT:
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| 195 | % FieldNames =cell of field names to get, which can contain the strings:
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[527] | 196 | % 'C': image correlation, vec_c or vec2_C
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| 197 | % 'curl','div','strain': requires velocity derivatives DUDX...
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[8] | 198 | % 'error': error estimate (vec_E or vec2_E)
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| 199 | %
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| 200 | % vel_type: character string indicating the types of velocity fields to read ('civ1','civ2'...)
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| 201 | % if vel_type=[] or'*', a priority choice, given by vel_type_out{1,2}, is done depending
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| 202 | % if vel_type='filter'; a structured field is sought (filter2 in priority, then filter1)
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| 203 |
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| 204 | function [var,role,units,vel_type_out]=varcivx_generator(FieldNames,vel_type)
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| 205 |
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[206] | 206 | %% default input values
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[8] | 207 | if ~exist('vel_type','var'),vel_type=[];end;
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| 208 | if iscell(vel_type),vel_type=vel_type{1}; end;%transform cell to string if needed
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[527] | 209 | if ~exist('FieldNames','var'),FieldNames={'C'};end;%default scalar
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[8] | 210 | if ischar(FieldNames), FieldNames={FieldNames}; end;
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| 211 |
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[206] | 212 | %% select the priority order for automatic vel_type selection
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[8] | 213 | testder=0;
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| 214 | for ilist=1:length(FieldNames)
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[579] | 215 | testder=~isempty(regexp(FieldNames{ilist},'(^curl|^div|^strain)', 'once'));%test need for derivatives
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[527] | 216 | if testder, break;end
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[8] | 217 | end
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| 218 | if isempty(vel_type) || isequal(vel_type,'*') %undefined velocity type (civ1,civ2...)
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| 219 | if testder
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| 220 | vel_type_out{1}='filter2'; %priority to filter2 for scalar reading, filter1 as second
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| 221 | vel_type_out{2}='filter1';
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| 222 | else
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| 223 | vel_type_out{1}='civ2'; %priority to civ2 for vector reading, civ1 as second priority
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| 224 | vel_type_out{2}='civ1';
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| 225 | end
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| 226 | elseif isequal(vel_type,'filter')
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| 227 | vel_type_out{1}='filter2'; %priority to filter2 for scalar reading, filter1 as second
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| 228 | vel_type_out{2}='filter1';
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| 229 | if ~testder
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| 230 | vel_type_out{3}='civ1';%civ1 as third priority if derivatives are not needed
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| 231 | end
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| 232 | elseif testder
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| 233 | test_civ1=isequal(vel_type,'civ1')||isequal(vel_type,'interp1')||isequal(vel_type,'filter1');
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| 234 | if test_civ1
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| 235 | vel_type_out{1}='filter1'; %switch to filter for reading spatial derivatives
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| 236 | else
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| 237 | vel_type_out{1}='filter2';
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| 238 | end
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| 239 | else
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| 240 | vel_type_out{1}=vel_type;%imposed velocity field
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| 241 | end
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| 242 | vel_type_out=vel_type_out';
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| 243 |
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[206] | 244 | %% determine names of netcdf variables to read
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[8] | 245 | var={'X','Y','Z','U','V','W','C','F','FF'};
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| 246 | role={'coord_x','coord_y','coord_z','vector_x','vector_y','vector_z','ancillary','warnflag','errorflag'};
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| 247 | units={'pixel','pixel','pixel','pixel','pixel','pixel',[],[],[]};
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| 248 | if testder
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| 249 | var=[var {'DjUi(:,1,1)','DjUi(:,1,2)','DjUi(:,2,1)','DjUi(:,2,2)'}];
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| 250 | role=[role {'tensor','tensor','tensor','tensor'}];
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| 251 | units=[units {'pixel','pixel','pixel','pixel'}];
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| 252 | end
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| 253 | for ilist=1:length(vel_type_out)
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| 254 | var=[var;varname1(vel_type_out{ilist},FieldNames)];
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| 255 | end
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| 256 |
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[206] | 257 | %------------------------------------------------------------------------
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| 258 | %--- determine var names to read
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[8] | 259 | function varin=varname1(vel_type,FieldNames)
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[206] | 260 | %------------------------------------------------------------------------
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[8] | 261 | testder=0;
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| 262 | C1='';
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| 263 | C2='';
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| 264 | for ilist=1:length(FieldNames)
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| 265 | if ~isempty(FieldNames{ilist})
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| 266 | switch FieldNames{ilist}
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[527] | 267 | case 'C' %image correlation corresponding to a vel vector
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[8] | 268 | C1='vec_C';
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| 269 | C2='vec2_C';
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| 270 | case 'error'
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| 271 | C1='vec_E';
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| 272 | C2='vec2_E';
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[527] | 273 | otherwise
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| 274 | testder=~isempty(regexp(FieldNames{ilist},'(^curl|^div|strain)', 'once'));%test need for derivatives
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[8] | 275 | end
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| 276 | end
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| 277 | end
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| 278 | switch vel_type
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| 279 | case 'civ1'
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| 280 | varin={'vec_X','vec_Y','vec_Z','vec_U','vec_V','vec_W',C1,'vec_F','vec_FixFlag'};
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| 281 | case 'interp1'
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| 282 | varin={'vec_patch_X','vec_patch_Y','','vec_patch0_U','vec_patch0_V','','','',''};
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| 283 | case 'filter1'
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| 284 | varin={'vec_patch_X','vec_patch_Y','','vec_patch_U','vec_patch_V','','','',''};
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| 285 | case 'civ2'
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| 286 | varin={'vec2_X','vec2_Y','vec2_Z','vec2_U','vec2_V','vec2_W',C2,'vec2_F','vec2_FixFlag'};
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| 287 | case 'interp2'
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| 288 | varin={'vec2_patch_X','vec2_patch_Y','vec2_patch_Z','vec2_patch0_U','vec2_patch0_V','vec2_patch0_W','','',''};
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| 289 | case 'filter2'
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| 290 | varin={'vec2_patch_X','vec2_patch_Y','vec2_patch_Z','vec2_patch_U','vec2_patch_V','vec2_patch0_W','','',''};
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| 291 | end
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| 292 | if testder
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| 293 | switch vel_type
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| 294 | case 'filter1'
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| 295 | varin=[varin {'vec_patch_DUDX','vec_patch_DVDX','vec_patch_DUDY','vec_patch_DVDY'}];
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| 296 | case 'filter2'
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| 297 | varin=[varin {'vec2_patch_DUDX','vec2_patch_DVDX','vec2_patch_DUDY','vec2_patch_DVDY'}];
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| 298 | end
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| 299 | end |
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