[654] | 1 | %'calc_field_interp': calculate fields (velocity, vort, div...) using linear interpolation if requested
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[515] | 2 | %---------------------------------------------------------------------
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[579] | 3 | % [VarVal,ListVarName,VarAttribute,errormsg]=calc_field_interp(Coord,Data,FieldName,XI,YI)
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[515] | 4 | %
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| 5 | % OUTPUT:
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[575] | 6 | % VarVal: array giving the values of the calculated field
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[579] | 7 | % ListVarName: corresponding list of variable names
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| 8 | % VarAttribute: corresponding list of variable attributes, each term #ilist is of the form VarAttribute{ilist}.tag=value
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[515] | 9 | %
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| 10 | % INPUT:
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[654] | 11 | % Coord(nbpoints,2): matrix of x,y coordinates of the input data points
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[579] | 12 | % Data: inputfield structure
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| 13 | % FieldName: string representing the field to calculate, or cell array of fields (as displayed in uvmat/FieldName)
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[654] | 14 | % XI, YI: set of x and y coordinates where the fields need to be linearly interpolated,
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| 15 | % if XI, YI are missing, there is no interpolation (case of colors in vector plots)
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| 16 | %
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[579] | 17 | function [VarVal,ListVarName,VarAttribute,errormsg]=calc_field_interp(Coord,Data,FieldName,XI,YI)
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[515] | 18 |
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[644] | 19 | %% initialization
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[579] | 20 | VarVal={};
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[515] | 21 | ListVarName={};
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| 22 | VarAttribute={};
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| 23 | errormsg='';
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[517] | 24 | InputVarList={};
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[579] | 25 | if ischar(FieldName),FieldName={FieldName};end
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| 26 | check_skipped=zeros(size(FieldName));% default, =1 to mark the variables which can be calculated
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[654] | 27 | check_interp=ones(size(FieldName));% default, =1 to mark the variables which can be interpolated (not ancillary)
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[579] | 28 | Operator=cell(size(FieldName));
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[644] | 29 |
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| 30 | %% analyse the list of input fields: needed variables and requested operations
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[579] | 31 | for ilist=1:numel(FieldName)
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| 32 | Operator{ilist}='';%default empty operator (vec, norm,...)
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| 33 | r=regexp(FieldName{ilist},'(?<Operator>(^vec|^norm|^curl|^div|^strain))\((?<UName>.+),(?<VName>.+)\)$','names');% analyse the field name
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| 34 | if isempty(r) % the field name is a variable itself
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[650] | 35 | ivar=find(strcmp(FieldName{ilist},Data.ListVarName));
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[648] | 36 | if isempty(ivar)
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[579] | 37 | check_skipped(ilist)=1; %variable not found
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[654] | 38 | elseif isempty(find(strcmp(FieldName{ilist},InputVarList), 1));
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[650] | 39 | if isfield(Data.VarAttribute{ivar},'Role') &&...
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| 40 | (strcmp(Data.VarAttribute{ivar}.Role,'ancillary')||strcmp(Data.VarAttribute{ivar}.Role,'warnflag')||strcmp(Data.VarAttribute{ivar}.Role,'errorflag'))
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[654] | 41 | check_interp(ilist)=0; % ancillary variable, not interpolated
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[521] | 42 | end
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[654] | 43 | InputVarList=[InputVarList FieldName{ilist}];% the variable is added to the list of input variables if it is not already in the list
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[517] | 44 | end
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| 45 | else
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[579] | 46 | if ~isfield(Data,r.UName)||~isfield(Data,r.VName)%needed input variable not found
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[521] | 47 | check_skipped(ilist)=1;
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[579] | 48 | elseif strcmp(r.Operator,'curl')||strcmp(r.Operator,'div')||strcmp(r.Operator,'strain')
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| 49 | Operator{ilist}=r.Operator;
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| 50 | switch r.Operator
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| 51 | case 'curl'% case of CivX data format
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[675] | 52 | if ~isfield(Data,'DjUi'), errormsg='field DjUi needed to get curl through linear interp: use ProjMode=interp_tps'; return; end
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[579] | 53 | UName{ilist}='vort';
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| 54 | Data.vort=Data.DjUi(:,1,2)-Data.DjUi(:,2,1);
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| 55 | case 'div'
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[675] | 56 | if ~isfield(Data,'DjUi'), errormsg='field DjUi needed to get div through linear interp: use ProjMode=interp_tps'; return; end
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[579] | 57 | UName{ilist}='div';
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| 58 | Data.div=Data.DjUi(:,1,1)+Data.DjUi(:,2,2);
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| 59 | case 'strain'
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[675] | 60 | if ~isfield(Data,'DjUi'), errormsg='field DjUi needed to get strain through linear interp: use ProjMode=interp_tps'; return; end
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[579] | 61 | UName{ilist}='strain';
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| 62 | Data.strain=Data.DjUi(:,1,2)+Data.DjUi(:,2,1);
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| 63 | end
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| 64 | InputVarList=[InputVarList UName{ilist}]; %the variable is added to the list if it is not already in the list
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[675] | 65 | else % case 'norm' for instance
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[521] | 66 | UName{ilist}=r.UName;
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| 67 | VName{ilist}=r.VName;
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| 68 | if isempty(find(strcmp(r.UName,InputVarList)));
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| 69 | InputVarList=[InputVarList UName{ilist}]; %the variable is added to the list if it is not already in the list
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| 70 | end
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[579] | 71 | if isempty(find(strcmp(r.VName,InputVarList), 1));
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[521] | 72 | InputVarList=[InputVarList VName{ilist}]; %the variable is added to the list if it is not already in the list
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| 73 | end
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| 74 | Operator{ilist}=r.Operator;
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[517] | 75 | end
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[515] | 76 | end
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| 77 | end
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[644] | 78 |
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| 79 | %% create interpolator for each variable to interpolate
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[517] | 80 | if exist('XI','var')
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| 81 | for ilist=1:numel(InputVarList)
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| 82 | F.(InputVarList{ilist})=TriScatteredInterp(Coord,Data.(InputVarList{ilist}),'linear');
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| 83 | end
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[515] | 84 | end
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[644] | 85 |
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| 86 | %% perform the linear interpolation for the requested variables
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[579] | 87 | for ilist=1:numel(FieldName)
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[521] | 88 | if ~check_skipped(ilist)
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[533] | 89 | nbvar=numel(ListVarName);
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| 90 | switch Operator{ilist}
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| 91 | case 'vec'
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[517] | 92 | if exist('XI','var')
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[667] | 93 | if check_interp(ilist)
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[533] | 94 | VarVal{nbvar+1}=F.(UName{ilist})(XI,YI);
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| 95 | VarVal{nbvar+2}=F.(VName{ilist})(XI,YI);
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[654] | 96 | end
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[517] | 97 | else
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[533] | 98 | VarVal{nbvar+1}=Data.(UName{ilist});
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| 99 | VarVal{nbvar+2}=Data.(VName{ilist});
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[517] | 100 | end
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[533] | 101 | ListVarName{nbvar+1}=UName{ilist};
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| 102 | ListVarName{nbvar+2}=VName{ilist};
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| 103 | VarAttribute{nbvar+1}.Role='vector_x';
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| 104 | VarAttribute{nbvar+2}.Role='vector_y';
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| 105 | case 'norm'
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| 106 | if exist('XI','var')
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[667] | 107 | if check_interp(ilist)
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[533] | 108 | U2=F.(UName{ilist})(XI,YI).*F.(UName{ilist})(XI,YI);
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| 109 | V2=F.(VName{ilist})(XI,YI).*F.(VName{ilist})(XI,YI);
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[654] | 110 | end
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[533] | 111 | else
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| 112 | U2=Data.(UName{ilist}).*Data.(UName{ilist});
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| 113 | V2=Data.(VName{ilist}).*Data.(VName{ilist});
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| 114 | end
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| 115 | VarVal{nbvar+1}=sqrt(U2+V2);
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| 116 | ListVarName{nbvar+1}='norm';
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[517] | 117 | VarAttribute{nbvar+1}.Role='scalar';
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[579] | 118 | case {'curl','div','strain'}
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| 119 | if exist('XI','var')
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[667] | 120 | if check_interp(ilist)
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[579] | 121 | VarVal{nbvar+1}=F.(UName{ilist})(XI,YI);
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[654] | 122 | end
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[579] | 123 | else
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| 124 | VarVal{nbvar+1}=Data.(UName{ilist});
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| 125 | end
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| 126 | ListVarName{nbvar+1}=UName{ilist};
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| 127 | VarAttribute{nbvar+1}.Role='scalar';
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[533] | 128 | otherwise
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[579] | 129 | if ~isempty(FieldName{ilist})
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[533] | 130 | if exist('XI','var')
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[667] | 131 | if check_interp(ilist)
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[579] | 132 | VarVal{nbvar+1}=F.(FieldName{ilist})(XI,YI);
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[654] | 133 | end
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[533] | 134 | else
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[579] | 135 | VarVal{nbvar+1}= Data.(FieldName{ilist});
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[533] | 136 | end
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[579] | 137 | ListVarName{nbvar+1}=FieldName{ilist};
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[533] | 138 | VarAttribute{nbvar+1}.Role='scalar';
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| 139 | end
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| 140 | end
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[515] | 141 | end
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| 142 | end
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[644] | 143 |
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| 144 | %% put an error flag to indicate NaN data
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[579] | 145 | if exist('XI','var')&&~isempty(VarVal)
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[667] | 146 | nbvar=numel(VarVal);
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[533] | 147 | ListVarName{nbvar+1}='FF';
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| 148 | VarVal{nbvar+1}=isnan(VarVal{nbvar});
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| 149 | VarAttribute{nbvar+1}.Role='errorflag';
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[517] | 150 | end
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[515] | 151 |
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| 152 |
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| 153 |
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| 154 |
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| 155 |
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