| 1 | %'find_field_cells': analyse the field structure for input in uvmat functions, grouping the variables into 'fields' with common coordinates |
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| 2 | %------------------------------------------------------------------------ |
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| 3 | % function [CellInfo,NbDim,errormsg]=find_field_cells(Data) |
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| 4 | % |
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| 5 | % OUTPUT: |
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| 6 | % CellInfo: cell of structures describing field cells |
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| 7 | % .CoordType: type of coordinates for each field cell = 'scattered','grid','tps'; |
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| 8 | % .CoordIndex: array of the indices of the variables representing the coordinates (in the order z,y,x) |
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| 9 | % .CoordSize: array of the nbre of values for each coordinate in a grid, nbre of points in the unstructured case |
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| 10 | % .NbCentres_tps: |
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| 11 | % .SubRange_tps |
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| 12 | % .VarIndex: arrays of the variable indices in the field cell |
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| 13 | % .VarIndex_ancillary: indices of ancillary variables |
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| 14 | % _color : color image, the last index, which is not a coordinate variable, represent the 3 color components rgb |
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| 15 | % _discrete: like scalar, but set of data points without continuity, represented as dots in a usual plot, instead of continuous lines otherwise |
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| 16 | % _errorflag: index of error flag |
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| 17 | % _image : B/W image, (behaves like scalar) |
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| 18 | % _vector_x,_y,_z: indices of variables giving the vector components x, y, z |
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| 19 | % _warnflag: index of warnflag |
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| 20 | % _histo: index of variable used as histogram |
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| 21 | % .DimIndex |
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| 22 | % .ProjModeRequest= 'interp_lin', 'interp_tps' indicate whether lin interpolation or derivatives (tps) is needed to calculate the requested field |
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| 23 | % .FieldName = operation to be performed to finalise the field cell after projection |
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| 24 | % .SubCheck=0 /1 indicate that the field must be substracted (second entry in uvmat) |
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| 25 | % NbDim: array with the length of CellVarIndex, giving the space dimension of each field cell |
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| 26 | % errormsg: error message |
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| 27 | % |
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| 28 | % INPUT: |
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| 29 | % Data: structure representing fields, output of check_field_structure |
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| 30 | % .ListGlobalAttributes |
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| 31 | % .ListVarName: cell array listing the names (cahr strings) of the variables |
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| 32 | % .VarDimName: cell array of cells containing the set of dimension names for each variable of .ListVarName |
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| 33 | % .VarAttribute: cell array of structures containing the variable attributes: |
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| 34 | % .VarAttribute{ilist}.key=value, where ilist is the variable |
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| 35 | % index, key is the name of the attribute, value its value (char string or number) |
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| 36 | % .Attr1, .Attr2.... |
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| 37 | % case of actual data: |
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| 38 | % .Var1, .Var2... |
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| 39 | % case of data structure, without the data themselves |
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| 40 | % .LisDimName: list of dimension names |
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| 41 | % .DimValue: list of corresponding dimension values |
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| 42 | % HELP: |
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| 43 | % to get the dimensions of arrays common to the field #icell |
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| 44 | % VarIndex=CellVarIndex{icell}; % list of variable indices |
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| 45 | % DimIndex=Data.VarDimIndex{VarIndex(1)} % list of dimensions for each variable in the cell #icell |
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| 46 | |
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| 47 | %======================================================================= |
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| 48 | % Copyright 2008-2019, LEGI UMR 5519 / CNRS UGA G-INP, Grenoble, France |
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| 49 | % http://www.legi.grenoble-inp.fr |
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| 50 | % Joel.Sommeria - Joel.Sommeria (A) legi.cnrs.fr |
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| 51 | % |
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| 52 | % This file is part of the toolbox UVMAT. |
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| 53 | % |
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| 54 | % UVMAT is free software; you can redistribute it and/or modify |
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| 55 | % it under the terms of the GNU General Public License as published |
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| 56 | % by the Free Software Foundation; either version 2 of the license, |
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| 57 | % or (at your option) any later version. |
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| 58 | % |
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| 59 | % UVMAT is distributed in the hope that it will be useful, |
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| 60 | % but WITHOUT ANY WARRANTY; without even the implied warranty of |
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| 61 | % MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the |
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| 62 | % GNU General Public License (see LICENSE.txt) for more details. |
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| 63 | %======================================================================= |
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| 64 | |
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| 65 | % group the variables into 'fields' with common dimensions |
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| 66 | |
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| 67 | function [CellInfo,NbDim,errormsg]=find_field_cells(Data) |
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| 68 | CellInfo={};%default output |
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| 69 | NbDim=0; |
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| 70 | errormsg=''; |
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| 71 | if ~isfield(Data,'ListVarName'), errormsg='the list of variables .ListVarName is missing';return;end |
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| 72 | if ~isfield(Data,'VarDimName'), errormsg='the list of dimensions .VarDimName is missing';return;end |
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| 73 | nbvar=numel(Data.ListVarName);%number of variables in the field structure |
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| 74 | if ~isequal(numel(Data.VarDimName),nbvar), errormsg='.ListVarName and .VarDimName have unequal length';return;end |
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| 75 | % check the existence of variable data |
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| 76 | check_var=1; |
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| 77 | for ilist=1:numel(Data.ListVarName) |
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| 78 | if ~isfield(Data,Data.ListVarName{ilist}) |
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| 79 | check_var=0;% dimensions of array defined, but the corresponding array is not given |
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| 80 | break |
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| 81 | end |
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| 82 | end |
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| 83 | |
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| 84 | %% role of variables and list of requested operations |
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| 85 | %ListRole={'coord_x','coord_y','coord_z','vector_x','vector_y','vector_z','vector_x_tps','vector_y_tps','warnflag','errorflag',... |
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| 86 | % 'ancillary','image','color','discrete','scalar','coord_tps'};% rmq vector_x_tps and vector_y_tps to be replaced by vector_x and vector_y |
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| 87 | Role=num2cell(blanks(nbvar));%initialize a cell array of nbvar blanks |
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| 88 | ProjModeRequest=regexprep(Role,' ',''); % fieldRequest set to '' by default |
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| 89 | FieldName=cell(size(Role)); % fieldRequest set to {} by default |
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| 90 | CheckSub=zeros(size(Role));% =1 for fields to substract |
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| 91 | %Role=regexprep(Role,' ','scalar'); % Role set to 'scalar' by default |
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| 92 | if isfield(Data,'VarAttribute') |
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| 93 | for ivar=1:numel(Data.VarAttribute) |
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| 94 | if isfield(Data.VarAttribute{ivar},'Role') |
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| 95 | Role{ivar}=Data.VarAttribute{ivar}.Role; |
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| 96 | end |
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| 97 | if isfield(Data.VarAttribute{ivar},'ProjModeRequest') |
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| 98 | ProjModeRequest{ivar}=Data.VarAttribute{ivar}.ProjModeRequest; |
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| 99 | end |
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| 100 | if isfield(Data.VarAttribute{ivar},'FieldName') |
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| 101 | FieldName{ivar}=Data.VarAttribute{ivar}.FieldName; |
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| 102 | end |
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| 103 | if isfield(Data.VarAttribute{ivar},'CheckSub') |
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| 104 | CheckSub(ivar)=Data.VarAttribute{ivar}.CheckSub; |
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| 105 | end |
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| 106 | end |
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| 107 | end |
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| 108 | |
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| 109 | %% detect fields with different roles |
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| 110 | ind_scalar=find(strcmp('scalar',Role)); |
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| 111 | ind_errorflag=find(strcmp('errorflag',Role)); |
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| 112 | ind_image=find(strcmp('image',Role)); |
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| 113 | ind_vector_x=[find(strcmp('vector_x',Role)) find(strcmp('vector_x_tps',Role))]; |
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| 114 | if ~isempty(ind_vector_x) |
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| 115 | ind_vector_y=[find(strcmp('vector_y',Role)) find(strcmp('vector_y_tps',Role))]; |
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| 116 | ind_vector_z=find(strcmp('vector_z',Role)); |
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| 117 | ind_warnflag=find(strcmp('warnflag',Role)); |
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| 118 | ind_ancillary=find(strcmp('ancillary',Role)); |
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| 119 | end |
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| 120 | ind_discrete=find(strcmp('discrete',Role)); |
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| 121 | ind_coord_x=[find(strcmp('coord_x',Role)) find(strcmp('histo',Role))]; |
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| 122 | ind_coord_y=find(strcmp('coord_y',Role)); |
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| 123 | ind_coord_z=find(strcmp('coord_z',Role)); |
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| 124 | ind_histo=find(strcmp('histo',Role)); |
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| 125 | ind_coord_tps=find(strcmp('coord_tps',Role)); |
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| 126 | check_string=cellfun(@ischar,Data.VarDimName)==1; |
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| 127 | index_string=find(check_string); |
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| 128 | for ivar=index_string |
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| 129 | Data.VarDimName{ivar}={Data.VarDimName{ivar}};%transform char strings into cells |
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| 130 | end |
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| 131 | check_coord_names= cellfun(@numel,Data.VarDimName)==1; |
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| 132 | check_coord_raster=false(size(check_coord_names));% check variables describing regular mesh (raster coordinates), from two values, min and max. |
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| 133 | if check_var |
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| 134 | for ivar=find(check_coord_names) |
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| 135 | if numel(Data.(Data.ListVarName{ivar}))==2 |
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| 136 | check_coord_raster(ivar)=true; |
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| 137 | end |
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| 138 | end |
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| 139 | else |
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| 140 | for ivar=find(check_coord_names) |
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| 141 | DimIndex=find(strcmp(Data.VarDimName{ivar},Data.ListDimName)); |
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| 142 | if Data.DimValue(DimIndex)==2 |
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| 143 | check_coord_raster(ivar)=true; |
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| 144 | end |
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| 145 | end |
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| 146 | end |
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| 147 | |
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| 148 | |
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| 149 | %% initate cells around each scalar field |
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| 150 | index_remove=[]; |
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| 151 | cell_nbre=numel(ind_scalar)+numel(ind_vector_x); |
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| 152 | flag_remove=false(1,cell_nbre); |
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| 153 | NbDim=zeros(1,cell_nbre); |
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| 154 | index_coord_x=zeros(size(ind_coord_x)); |
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| 155 | for icell=1:numel(ind_scalar) |
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| 156 | CellInfo{icell}.VarType='scalar'; |
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| 157 | CellInfo{icell}.VarIndex_scalar=ind_scalar(icell); |
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| 158 | CellInfo{icell}.VarIndex=ind_scalar(icell); |
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| 159 | DimCell_var=Data.VarDimName{ind_scalar(icell)};% cell of dimension names for ivar_coord_x(icell) |
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| 160 | %look for errorflag |
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| 161 | for ivar=ind_errorflag |
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| 162 | DimCell=Data.VarDimName{ivar}; |
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| 163 | if isequal(DimCell,DimCell_var) |
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| 164 | CellInfo{icell}.VarIndex(2)=ivar; |
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| 165 | CellInfo{icell}.VarIndex_errorflag=ivar; |
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| 166 | break |
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| 167 | end |
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| 168 | end |
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| 169 | end |
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| 170 | |
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| 171 | %% initate cells around each vector field |
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| 172 | for icell=numel(ind_scalar)+1:cell_nbre |
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| 173 | CellInfo{icell}.VarType='vector'; |
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| 174 | CellInfo{icell}.VarIndex(1)=ind_vector_x(icell-numel(ind_scalar)); |
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| 175 | CellInfo{icell}.VarIndex_vector_x=ind_vector_x(icell-numel(ind_scalar)); |
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| 176 | DimCell_var=Data.VarDimName{ind_vector_x(icell-numel(ind_scalar))};% cell of dimension names for ivar_coord_x(icell) |
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| 177 | % look for the associated y vector component |
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| 178 | nbvar=1; |
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| 179 | for ivar=ind_vector_y |
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| 180 | DimCell=Data.VarDimName{ivar}; |
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| 181 | if isequal(DimCell,DimCell_var) |
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| 182 | CellInfo{icell}.VarIndex(2)=ivar; |
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| 183 | nbvar=2; |
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| 184 | CellInfo{icell}.VarIndex_vector_y=ivar; |
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| 185 | break |
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| 186 | end |
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| 187 | end |
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| 188 | if ~isfield(CellInfo{icell},'VarIndex_vector_y') |
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| 189 | flag_remove(icell)=true;% no vector_y found , mark cell to remove |
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| 190 | end |
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| 191 | % look for the associated z vector component |
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| 192 | for ivar=ind_vector_z |
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| 193 | DimCell=Data.VarDimName{ivar}; |
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| 194 | if isequal(DimCell,DimCell_var) |
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| 195 | CellInfo{icell}.VarIndex(3)=ivar; |
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| 196 | nbvar=3; |
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| 197 | break |
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| 198 | end |
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| 199 | end |
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| 200 | %look for the vector color scalar (ancillary) |
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| 201 | for ivar=ind_ancillary |
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| 202 | DimCell=Data.VarDimName{ivar}; |
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| 203 | if isequal(DimCell,DimCell_var) |
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| 204 | nbvar=nbvar+1; |
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| 205 | CellInfo{icell}.VarIndex(nbvar)=ivar; |
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| 206 | CellInfo{icell}.VarIndex_ancillary=ivar; |
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| 207 | break |
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| 208 | end |
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| 209 | end |
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| 210 | %look for warnflag |
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| 211 | for ivar=ind_warnflag |
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| 212 | DimCell=Data.VarDimName{ivar}; |
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| 213 | if isequal(DimCell,DimCell_var) |
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| 214 | nbvar=nbvar+1; |
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| 215 | CellInfo{icell}.VarIndex(nbvar)=ivar; |
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| 216 | CellInfo{icell}.VarIndex_warnflag=ivar; |
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| 217 | break |
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| 218 | end |
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| 219 | end |
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| 220 | %look for errorflag |
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| 221 | for ivar=ind_errorflag |
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| 222 | DimCell=Data.VarDimName{ivar}; |
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| 223 | if isequal(DimCell,DimCell_var) |
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| 224 | nbvar=nbvar+1; |
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| 225 | CellInfo{icell}.VarIndex(nbvar)=ivar; |
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| 226 | CellInfo{icell}.VarIndex_errorflag=ivar; |
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| 227 | break |
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| 228 | end |
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| 229 | end |
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| 230 | end |
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| 231 | |
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| 232 | %% find coordinates for each cell around field variables, scalars or vectors |
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| 233 | for icell=1:cell_nbre |
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| 234 | CellInfo{icell}.CoordType=''; |
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| 235 | ind_var=CellInfo{icell}.VarIndex(1); |
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| 236 | DimCell_var=Data.VarDimName{ind_var};% cell of dimension names for ivar_coord_x(icell) |
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| 237 | if ~check_var |
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| 238 | for idim=1:numel(DimCell_var) |
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| 239 | CellInfo{icell}.DimIndex(idim)=find(strcmp(DimCell_var{idim},Data.ListDimName)); |
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| 240 | end |
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| 241 | end |
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| 242 | %look for z scattered coordinates |
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| 243 | if isempty(ind_coord_z) |
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| 244 | NbDim(icell)=2; |
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| 245 | CellInfo{icell}.CoordIndex=[0 0]; |
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| 246 | else |
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| 247 | NbDim(icell)=3; |
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| 248 | CellInfo{icell}.CoordIndex=[0 0 0]; |
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| 249 | for ivar=ind_coord_z |
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| 250 | DimCell=Data.VarDimName{ivar}; |
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| 251 | if isequal(DimCell,DimCell_var) |
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| 252 | CellInfo{icell}.CoordType='scattered'; |
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| 253 | CellInfo{icell}.CoordIndex(1)=ivar; |
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| 254 | CellInfo{icell}.ZName=Data.ListVarName{ivar}; |
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| 255 | CellInfo{icell}.ZIndex=ivar; |
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| 256 | break |
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| 257 | end |
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| 258 | end |
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| 259 | end |
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| 260 | % look for y coordinate |
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| 261 | for ivar=ind_coord_y |
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| 262 | % detect scattered y coordinates, variable with the same dimension(s) as the field variable considered |
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| 263 | DimCell=Data.VarDimName{ivar}; |
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| 264 | if isequal(DimCell,DimCell_var) |
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| 265 | CellInfo{icell}.CoordType='scattered'; |
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| 266 | CellInfo{icell}.CoordIndex(NbDim(icell)-1)=ivar; |
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| 267 | CellInfo{icell}.YName=Data.ListVarName{ivar}; |
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| 268 | CellInfo{icell}.YIndex=ivar; |
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| 269 | break |
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| 270 | end |
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| 271 | end |
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| 272 | |
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| 273 | %look for x coordinates |
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| 274 | if strcmp(CellInfo{icell}.CoordType,'scattered') |
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| 275 | for ivar=ind_coord_x |
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| 276 | DimCell=Data.VarDimName{ivar}; |
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| 277 | if isequal(DimCell,DimCell_var) |
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| 278 | CellInfo{icell}.CoordIndex(NbDim(icell))=ivar; |
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| 279 | CellInfo{icell}.XName=Data.ListVarName{ivar}; |
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| 280 | CellInfo{icell}.XIndex=ivar; |
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| 281 | break |
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| 282 | end |
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| 283 | end |
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| 284 | end |
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| 285 | if isfield(CellInfo{icell},'ZName') |
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| 286 | if isfield(CellInfo{icell},'YName')&& isfield(CellInfo{icell},'XName') |
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| 287 | continue %scattered coordinates OK |
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| 288 | end |
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| 289 | else |
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| 290 | if isfield(CellInfo{icell},'YName') |
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| 291 | if isfield(CellInfo{icell},'XName') |
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| 292 | NbDim(icell)=2; |
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| 293 | continue %scattered coordinates OK |
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| 294 | end |
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| 295 | else |
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| 296 | if isfield(CellInfo{icell},'XName'); % only one coordinate x, switch vector field to 1D plot |
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| 297 | for ind=1:numel(CellInfo{icell}.VarIndex) |
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| 298 | Role{CellInfo{icell}.VarIndex(ind)}='coord_y'; |
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| 299 | end |
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| 300 | continue |
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| 301 | end |
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| 302 | end |
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| 303 | end |
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| 304 | |
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| 305 | %look for grid coordinates |
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| 306 | if isempty(CellInfo{icell}.CoordType) |
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| 307 | NbDim(icell)=numel(DimCell_var); |
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| 308 | CellInfo{icell}.DimOrder=[]; |
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| 309 | if NbDim(icell)==3 |
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| 310 | if strcmp(DimCell_var{3},'rgb') |
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| 311 | NbDim(icell)=2;% case of color images |
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| 312 | else |
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| 313 | %coord z |
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| 314 | for ivar=ind_coord_z |
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| 315 | if check_coord_names(ivar) |
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| 316 | DimRank=find(strcmp(Data.VarDimName{ivar},DimCell_var)); |
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| 317 | check_coord=~isempty(DimRank); |
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| 318 | elseif check_coord_raster(ivar) |
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| 319 | DimRank=find(strcmp(Data.ListVarName{ivar},DimCell_var)); |
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| 320 | check_coord=~isempty(DimRank); |
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| 321 | end |
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| 322 | % check_coord= (check_coord_names(ivar) && strcmp(Data.VarDimName{ivar},DimCell_var{1}))||...% coord varbable |
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| 323 | % (check_coord_raster(ivar) && strcmp(Data.ListVarName{ivar},DimCell_var{1})); % rasrewr coord defined by min and max |
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| 324 | if check_coord |
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| 325 | CellInfo{icell}.CoordType='grid'; |
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| 326 | CellInfo{icell}.CoordIndex(1)=ivar; |
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| 327 | CellInfo{icell}.ZName=Data.ListVarName{ivar}; |
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| 328 | CellInfo{icell}.ZIndex=ivar; |
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| 329 | CellInfo{icell}.DimOrder=DimRank; |
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| 330 | break |
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| 331 | end |
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| 332 | end |
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| 333 | end |
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| 334 | end |
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| 335 | for ivar=ind_coord_y |
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| 336 | if check_coord_names(ivar) |
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| 337 | DimRank=find(strcmp(Data.VarDimName{ivar},DimCell_var)); |
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| 338 | check_coord=~isempty(DimRank); |
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| 339 | elseif check_coord_raster(ivar) |
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| 340 | DimRank=find(strcmp(Data.ListVarName{ivar},DimCell_var)); |
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| 341 | check_coord=~isempty(DimRank); |
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| 342 | end |
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| 343 | % check_coord= (check_coord_names(ivar) && strcmp(Data.VarDimName{ivar},DimCell_var{NbDim(icell)-1}))||...% coord variable |
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| 344 | % (check_coord_raster(ivar) && strcmp(Data.ListVarName{ivar},DimCell_var{NbDim(icell)-1})); % rasrewr coord defined by min and max |
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| 345 | if check_coord |
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| 346 | CellInfo{icell}.CoordType='grid'; |
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| 347 | CellInfo{icell}.CoordIndex(NbDim(icell)-1)=ivar; |
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| 348 | CellInfo{icell}.YName=Data.ListVarName{ivar}; |
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| 349 | CellInfo{icell}.YIndex=ivar; |
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| 350 | CellInfo{icell}.DimOrder=[CellInfo{icell}.DimOrder DimRank]; |
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| 351 | break |
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| 352 | end |
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| 353 | end |
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| 354 | for ivar=ind_coord_x |
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| 355 | if check_coord_names(ivar) |
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| 356 | DimRank=find(strcmp(Data.VarDimName{ivar},DimCell_var)); |
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| 357 | check_coord=~isempty(DimRank); |
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| 358 | elseif check_coord_raster(ivar) |
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| 359 | DimRank=find(strcmp(Data.ListVarName{ivar},DimCell_var)); |
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| 360 | check_coord=~isempty(DimRank); |
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| 361 | end |
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| 362 | % check_coord= (check_coord_names(ivar) && strcmp(Data.VarDimName{ivar},DimCell_var{NbDim(icell)}))||...% coord variable |
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| 363 | % (check_coord_raster(ivar) && strcmp(Data.ListVarName{ivar},DimCell_var{NbDim(icell)})); % raster coord defined by min and max |
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| 364 | if check_coord |
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| 365 | CellInfo{icell}.CoordIndex(NbDim(icell))=ivar; |
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| 366 | CellInfo{icell}.XName=Data.ListVarName{ivar}; |
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| 367 | CellInfo{icell}.XIndex=ivar; |
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| 368 | CellInfo{icell}.DimOrder=[CellInfo{icell}.DimOrder DimRank]; |
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| 369 | break |
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| 370 | end |
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| 371 | end |
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| 372 | end |
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| 373 | %look for tps coordinates |
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| 374 | for ivar=ind_coord_tps |
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| 375 | DimCell=Data.VarDimName{ivar}; |
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| 376 | if numel(DimCell)==3 && strcmp(DimCell{1},DimCell_var{1}) |
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| 377 | CellInfo{icell}.CoordType='tps'; |
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| 378 | CellInfo{icell}.CoordIndex=ivar; |
|---|
| 379 | if check_var |
|---|
| 380 | NbDim(icell)=size(Data.(Data.ListVarName{ivar}),2); |
|---|
| 381 | else |
|---|
| 382 | DimIndex=find(strcmp(Data.VarDimName{ivar},Data.ListDimName)); |
|---|
| 383 | NbDim(icell)= Data.DimValue(DimIndex); |
|---|
| 384 | end |
|---|
| 385 | for ivardim=1:numel(Data.VarDimName) |
|---|
| 386 | if strcmp(Data.VarDimName{ivardim},DimCell{3}) |
|---|
| 387 | CellInfo{icell}.NbCentres_tps= ivardim;% nbre of sites for each tps subdomain |
|---|
| 388 | elseif strcmp(Data.VarDimName{ivardim}{1},DimCell{2}) && numel(Data.VarDimName{ivardim})>=3 && strcmp(Data.VarDimName{ivardim}{3},DimCell{3}) |
|---|
| 389 | CellInfo{icell}.SubRange_tps=ivardim;% subrange definiton for tps |
|---|
| 390 | end |
|---|
| 391 | end |
|---|
| 392 | end |
|---|
| 393 | break |
|---|
| 394 | end |
|---|
| 395 | end |
|---|
| 396 | |
|---|
| 397 | %% get number of coordinate points for each cell |
|---|
| 398 | if check_var |
|---|
| 399 | for icell=1:numel(CellInfo) |
|---|
| 400 | switch CellInfo{icell}.CoordType |
|---|
| 401 | case 'scattered' |
|---|
| 402 | CellInfo{icell}.CoordSize=numel(Data.(CellInfo{icell}.XName)); |
|---|
| 403 | case 'grid' |
|---|
| 404 | VarName=Data.ListVarName{CellInfo{icell}.VarIndex(1)}; |
|---|
| 405 | if NbDim(icell)==3 |
|---|
| 406 | CellInfo{icell}.CoordSize=[size(Data.(VarName),3) size(Data.(VarName),2) size(Data.(VarName),1)]; |
|---|
| 407 | else |
|---|
| 408 | CellInfo{icell}.CoordSize=[size(Data.(VarName),1) size(Data.(VarName),2)]; |
|---|
| 409 | end |
|---|
| 410 | case 'tps' |
|---|
| 411 | NbDim(icell)=size(Data.(Data.ListVarName{CellInfo{icell}.CoordIndex}),2); |
|---|
| 412 | CellInfo{icell}.CoordSize=size(Data.(Data.ListVarName{CellInfo{icell}.CoordIndex}),1); |
|---|
| 413 | end |
|---|
| 414 | end |
|---|
| 415 | else |
|---|
| 416 | for icell=1:numel(CellInfo) |
|---|
| 417 | CellInfo{icell}.CoordSize=size(Data.DimValue(CellInfo{icell}.DimIndex)); |
|---|
| 418 | end |
|---|
| 419 | end |
|---|
| 420 | % |
|---|
| 421 | % %% loop on the tps coordinate sets |
|---|
| 422 | % |
|---|
| 423 | % for icell_tps=1:numel(ind_coord_tps) |
|---|
| 424 | % check_cell=zeros(1,nbvar);% =1 for the variables selected in the current cell |
|---|
| 425 | % check_cell(ivar_tps(icell_tps))=1;% mark the coordinate variable as selected |
|---|
| 426 | % DimCell=Data.VarDimName{ivar_tps(icell_tps)};% dimension names for the current tps coordinate variable |
|---|
| 427 | % icell=numel(CellInfo)+icell_tps; % new field cell index |
|---|
| 428 | % CellInfo{icell}.CoordIndex=ivar_tps(icell_tps);% index of the tps coordinate variable |
|---|
| 429 | % if numel(DimCell)==3 |
|---|
| 430 | % VarDimName=Data.VarDimName(~check_select); |
|---|
| 431 | % for ivardim=1:numel(VarDimName) |
|---|
| 432 | % if strcmp(VarDimName{ivardim},DimCell{3}) |
|---|
| 433 | % CellInfo{icell}.NbCentres_tps= ivar_remain(ivardim);% nbre of sites for each tps subdomain |
|---|
| 434 | % check_cell(ivar_remain(ivardim))=1;% mark the variable as selected |
|---|
| 435 | % elseif strcmp(VarDimName{ivardim}{1},DimCell{2}) && numel(VarDimName{ivardim})>=3 && strcmp(VarDimName{ivardim}{3},DimCell{3}) |
|---|
| 436 | % CellInfo{icell}.SubRange_tps=ivar_remain(ivardim);% subrange definiton for tps |
|---|
| 437 | % check_cell(ivar_remain(ivardim))=1;% mark the variable as selected |
|---|
| 438 | % elseif strcmp(VarDimName{ivardim}{1},DimCell{1}) && strcmp(VarDimName{ivardim}{2},DimCell{3})% variable |
|---|
| 439 | % check_cell(ivar_remain(ivardim))=1;% mark the variable as selected |
|---|
| 440 | % end |
|---|
| 441 | % end |
|---|
| 442 | % end |
|---|
| 443 | % CellInfo{icell}.CoordType='tps'; |
|---|
| 444 | % CellInfo{icell}.VarIndex=find(check_cell); |
|---|
| 445 | % if check_var |
|---|
| 446 | % NbDim(icell)=size(Data.(Data.ListVarName{CellInfo{icell}.CoordIndex}),2); |
|---|
| 447 | % CellInfo{icell}.CoordSize=size(Data.(Data.ListVarName{CellInfo{icell}.CoordIndex}),1)*size(Data.(Data.ListVarName{CellInfo{icell}.CoordIndex}),3); |
|---|
| 448 | % else |
|---|
| 449 | % check_index_1= strcmp(DimCell{1},Data.ListDimName); |
|---|
| 450 | % check_index_2= strcmp(DimCell{2},Data.ListDimName); |
|---|
| 451 | % NbDim(icell)=Data.DimValue(check_index_2); |
|---|
| 452 | % if numel(DimCell)>=3 |
|---|
| 453 | % check_index_3= strcmp(DimCell{3},Data.ListDimName); |
|---|
| 454 | % CellInfo{icell}.CoordSize=Data.DimValue(check_index_1)*Data.DimValue(check_index_3); |
|---|
| 455 | % end |
|---|
| 456 | % end |
|---|
| 457 | % check_select=check_select|check_cell; |
|---|
| 458 | % end |
|---|
| 459 | |
|---|
| 460 | |
|---|
| 461 | %% cell for ordinary plots |
|---|
| 462 | iremove=false(1,numel(ind_coord_y)); |
|---|
| 463 | for ilist=1:numel(ind_coord_y)% remove the y coordinates which have been used yet in scalar or vector fields |
|---|
| 464 | for icell=1:numel(CellInfo) |
|---|
| 465 | if isfield(CellInfo{icell},'YIndex')&& isequal(CellInfo{icell}.YIndex,ind_coord_y(ilist)) |
|---|
| 466 | iremove(ilist)=true; |
|---|
| 467 | continue |
|---|
| 468 | end |
|---|
| 469 | end |
|---|
| 470 | end |
|---|
| 471 | ind_coord_y(iremove)=[]; |
|---|
| 472 | if ~isempty(ind_coord_x) |
|---|
| 473 | y_nbre=zeros(1,numel(ind_coord_x)); |
|---|
| 474 | for icell=1:numel(ind_coord_x) |
|---|
| 475 | Cell1DPlot{icell}.VarType='1DPlot'; |
|---|
| 476 | Cell1DPlot{icell}.XIndex=ind_coord_x(icell); |
|---|
| 477 | Cell1DPlot{icell}.XName=Data.ListVarName{ind_coord_x(icell)}; |
|---|
| 478 | Cell1DPlot{icell}.YIndex=[]; |
|---|
| 479 | Cell1DPlot{icell}.YIndex_discrete=[]; |
|---|
| 480 | DimCell_x=Data.VarDimName{ind_coord_x(icell)}; |
|---|
| 481 | for ivar=[ind_coord_y ind_histo] |
|---|
| 482 | DimCell=Data.VarDimName{ivar}; |
|---|
| 483 | if numel(DimCell_x)==1 && strcmp(DimCell_x{1},DimCell{1}) |
|---|
| 484 | y_nbre(icell)=y_nbre(icell)+1; |
|---|
| 485 | Cell1DPlot{icell}.YIndex(y_nbre(icell))=ivar; |
|---|
| 486 | end |
|---|
| 487 | end |
|---|
| 488 | for ivar=ind_discrete |
|---|
| 489 | DimCell=Data.VarDimName{ivar}; |
|---|
| 490 | if numel(DimCell)==1 && strcmp(DimCell_x{1},DimCell{1}) |
|---|
| 491 | y_nbre(icell)=y_nbre(icell)+1; |
|---|
| 492 | Cell1DPlot{icell}.YIndex_discrete(y_nbre(icell))=ivar; |
|---|
| 493 | end |
|---|
| 494 | end |
|---|
| 495 | end |
|---|
| 496 | Cell1DPlot(y_nbre==0)=[]; |
|---|
| 497 | CellInfo=[CellInfo Cell1DPlot]; |
|---|
| 498 | NbDim=[NbDim ones(1,numel(Cell1DPlot))]; |
|---|
| 499 | end |
|---|
| 500 | |
|---|
| 501 | %% document roles of non-coordinate variables |
|---|
| 502 | for icell=1:numel(CellInfo) |
|---|
| 503 | if isfield(CellInfo{icell},'VarIndex') |
|---|
| 504 | VarIndex=CellInfo{icell}.VarIndex; |
|---|
| 505 | for ivar=VarIndex |
|---|
| 506 | % if isfield(CellInfo{icell},['VarIndex_' Role{ivar}]) |
|---|
| 507 | % CellInfo{icell}.(['VarIndex_' Role{ivar}])=[CellInfo{icell}.(['VarIndex_' Role{ivar}]) ivar]; |
|---|
| 508 | % else |
|---|
| 509 | % CellInfo{icell}.(['VarIndex_' Role{ivar}])= ivar; |
|---|
| 510 | % end |
|---|
| 511 | if ~isempty(ProjModeRequest{ivar}) |
|---|
| 512 | CellInfo{icell}.ProjModeRequest=ProjModeRequest{ivar}; |
|---|
| 513 | end |
|---|
| 514 | if ~isempty(FieldName{ivar}) |
|---|
| 515 | CellInfo{icell}.FieldName=FieldName{ivar}; |
|---|
| 516 | end |
|---|
| 517 | if CheckSub(ivar)==1 |
|---|
| 518 | CellInfo{icell}.CheckSub=1; |
|---|
| 519 | end |
|---|
| 520 | end |
|---|
| 521 | end |
|---|
| 522 | end |
|---|
| 523 | % for icell=ind_coord_tps |
|---|
| 524 | % VarIndex=CellInfo{icell}.VarIndex; |
|---|
| 525 | % for ivar=VarIndex |
|---|
| 526 | % if isfield(CellInfo{icell},['VarIndex_' Role{ivar}]) |
|---|
| 527 | % CellInfo{icell}.(['VarIndex_' Role{ivar}])=[CellInfo{icell}.(['VarIndex_' Role{ivar}]) ivar]; |
|---|
| 528 | % else |
|---|
| 529 | % CellInfo{icell}.(['VarIndex_' Role{ivar}])= ivar; |
|---|
| 530 | % end |
|---|
| 531 | % if ~isempty(ProjModeRequest{ivar}) |
|---|
| 532 | % CellInfo{icell}.ProjModeRequest=ProjModeRequest{ivar}; |
|---|
| 533 | % end |
|---|
| 534 | % if ~isempty(FieldName{ivar}) |
|---|
| 535 | % CellInfo{icell}.FieldName=FieldName{ivar}; |
|---|
| 536 | % end |
|---|
| 537 | % if CheckSub(ivar)==1 |
|---|
| 538 | % CellInfo{icell}.CheckSub=1; |
|---|
| 539 | % end |
|---|
| 540 | % end |
|---|
| 541 | % end |
|---|
| 542 | |
|---|
| 543 | |
|---|
| 544 | |
|---|
| 545 | % |
|---|
| 546 | % %% analyse vector fields |
|---|
| 547 | % if ~isempty(ind_vector_x) && ~isempty(ind_vector_y) |
|---|
| 548 | % if numel(ind_vector_x)>1 |
|---|
| 549 | % errormsg='multiply defined vector x component' |
|---|
| 550 | % return |
|---|
| 551 | % end |
|---|
| 552 | % DimCell_vec=Data.VarDimName{ind_vector_x};% cell of dimension names for ivar_coord_x(icell) |
|---|
| 553 | % if ischar(DimCell),DimCell={DimCell};end % transform char to cell for a single dimension |
|---|
| 554 | % DimCell_y=Data.VarDimName{ind_vector_y};% cell of dimension names for ivar_coord_x(icell) |
|---|
| 555 | % if ischar(DimCell_y),DimCell_y={DimCell_y};end % transform char to cell for a single dimension |
|---|
| 556 | % if ~isequal(DimCell,DimCell_y) |
|---|
| 557 | % errormsg='inconsistent x and y vector components'; |
|---|
| 558 | % return |
|---|
| 559 | % end |
|---|
| 560 | % %look for coordinates |
|---|
| 561 | % for ivar=ind_coord_y |
|---|
| 562 | % DimCell=Data.VarDimName{ivar}; |
|---|
| 563 | % if ischar(DimCell),DimCell={DimCell};end % transform char to cell for a single dimension |
|---|
| 564 | % if isequal(DimCell,DimCell_vec) |
|---|
| 565 | % CoordType='scattered'; |
|---|
| 566 | % coordy=ivar; |
|---|
| 567 | % else |
|---|
| 568 | % if isempty(ind_coord_z) && strcmp(DimCell{1},DimCell_vec{1}) |
|---|
| 569 | % CoordType='grid'; |
|---|
| 570 | % coordy=ivar; |
|---|
| 571 | % elseif ~isempty(ind_coord_z) && strcmp(DimCell{1},DimCell_vec{2}) |
|---|
| 572 | % CoordType='grid'; |
|---|
| 573 | % coordy=ivar; |
|---|
| 574 | % coordz=ind_coord_z; |
|---|
| 575 | % end |
|---|
| 576 | % end |
|---|
| 577 | % |
|---|
| 578 | % %% find scattered (unstructured) coordinates |
|---|
| 579 | % ivar_coord_x=find(strcmp('coord_x',Role));%find variables with Role='coord_x' |
|---|
| 580 | % check_select=false(1,nbvar); |
|---|
| 581 | % check_coord=false(1,nbvar); |
|---|
| 582 | % CellInfo=cell(1,numel(ivar_coord_x)); |
|---|
| 583 | % NbDim=zeros(1,numel(ivar_coord_x)); |
|---|
| 584 | % % loop on unstructured coordinate x -> different field cells |
|---|
| 585 | % for icell=1:numel(ivar_coord_x) |
|---|
| 586 | % DimCell=Data.VarDimName{ivar_coord_x(icell)};% cell of dimension names for ivar_coord_x(icell) |
|---|
| 587 | % if ischar(DimCell),DimCell={DimCell};end % transform char to cell for a single dimension |
|---|
| 588 | % % look for variables sharing dimension(s) with ivar_coord_x(icell) |
|---|
| 589 | % check_cell=zeros(numel(DimCell),nbvar); |
|---|
| 590 | % for idim=1:numel(DimCell);% for each variable with role coord_x, look at which other variables contain the same dimension |
|---|
| 591 | % for ivar=1:nbvar |
|---|
| 592 | % check_cell(idim,ivar)=max(strcmp(DimCell{idim},Data.VarDimName{ivar})); |
|---|
| 593 | % end |
|---|
| 594 | % end |
|---|
| 595 | % check_cell=sum(check_cell,1)==numel(DimCell);%logical array=1 for variables belonging to the current cell |
|---|
| 596 | % VarIndex=find(check_cell);% list of detected variable indices |
|---|
| 597 | % if ~(numel(VarIndex)==1 && numel(DimCell)==1)% exclude case of isolated coord_x variable (treated later) |
|---|
| 598 | % if ~(numel(VarIndex)==1 && numel(DimCell)>1)% a variable is associated to coordinate |
|---|
| 599 | % CellInfo{icell}.CoordIndex=ivar_coord_x(icell); |
|---|
| 600 | % % size of coordinate var |
|---|
| 601 | % if check_var |
|---|
| 602 | % CellInfo{icell}.CoordSize=numel(Data.(Data.ListVarName{ivar_coord_x(icell)})); |
|---|
| 603 | % else |
|---|
| 604 | % for idim=1:numel(DimCell) |
|---|
| 605 | % check_index= strcmp(DimCell{idim},Data.ListDimName); |
|---|
| 606 | % CellInfo{icell}.CoordSize(idim)=Data.DimValue(check_index); |
|---|
| 607 | % end |
|---|
| 608 | % CellInfo{icell}.CoordSize=prod(CellInfo{icell}.CoordSize); |
|---|
| 609 | % end |
|---|
| 610 | % % ind_scalar=find(strcmp('scalar',Role(VarIndex))); |
|---|
| 611 | % % ind_vector_x=find(strcmp('vector_x',Role(VarIndex))); |
|---|
| 612 | % % ind_vector_y=find(strcmp('vector_y',Role(VarIndex))); |
|---|
| 613 | % ind_y=find(strcmp('coord_y',Role(VarIndex))); |
|---|
| 614 | % if numel([ind_scalar ind_vector_x ind_vector_y])==0 |
|---|
| 615 | % % if numel(VarIndex)==2||isempty(ind_y)% no variable, except possibly y |
|---|
| 616 | % NbDim(icell)=1; |
|---|
| 617 | % else |
|---|
| 618 | % CellInfo{icell}.CoordType='scattered'; |
|---|
| 619 | % ind_z=find(strcmp('coord_z',Role(VarIndex))); |
|---|
| 620 | % if numel(VarIndex)==3||isempty(ind_z)% no z variable, except possibly as a fct z(x,y) |
|---|
| 621 | % CellInfo{icell}.CoordIndex=[VarIndex(ind_y) CellInfo{icell}.CoordIndex]; |
|---|
| 622 | % NbDim(icell)=2; |
|---|
| 623 | % else |
|---|
| 624 | % CellInfo{icell}.CoordIndex=[VarIndex(ind_z) CellInfo{icell}.CoordIndex]; |
|---|
| 625 | % NbDim(icell)=3; |
|---|
| 626 | % end |
|---|
| 627 | % end |
|---|
| 628 | % end |
|---|
| 629 | % CellInfo{icell}.VarIndex=VarIndex; |
|---|
| 630 | % check_select=check_select|check_cell; |
|---|
| 631 | % end |
|---|
| 632 | % end |
|---|
| 633 | % |
|---|
| 634 | % %% look for tps coordinates |
|---|
| 635 | % ivar_remain=find(~check_select);% indices of remaining variables (not already selected) |
|---|
| 636 | % check_coord_tps= strcmp('coord_tps',Role(~check_select)); |
|---|
| 637 | % ivar_tps=ivar_remain(check_coord_tps);% variable indices corresponding to tps coordinates |
|---|
| 638 | % |
|---|
| 639 | % % loop on the tps coordinate sets |
|---|
| 640 | % for icell_tps=1:numel(ivar_tps) |
|---|
| 641 | % check_cell=zeros(1,nbvar);% =1 for the variables selected in the current cell |
|---|
| 642 | % check_cell(ivar_tps(icell_tps))=1;% mark the coordinate variable as selected |
|---|
| 643 | % DimCell=Data.VarDimName{ivar_tps(icell_tps)};% dimension names for the current tps coordinate variable |
|---|
| 644 | % icell=numel(CellInfo)+icell_tps; % new field cell index |
|---|
| 645 | % CellInfo{icell}.CoordIndex=ivar_tps(icell_tps);% index of the tps coordinate variable |
|---|
| 646 | % if numel(DimCell)==3 |
|---|
| 647 | % VarDimName=Data.VarDimName(~check_select); |
|---|
| 648 | % for ivardim=1:numel(VarDimName) |
|---|
| 649 | % if strcmp(VarDimName{ivardim},DimCell{3}) |
|---|
| 650 | % CellInfo{icell}.NbCentres_tps= ivar_remain(ivardim);% nbre of sites for each tps subdomain |
|---|
| 651 | % check_cell(ivar_remain(ivardim))=1;% mark the variable as selected |
|---|
| 652 | % elseif strcmp(VarDimName{ivardim}{1},DimCell{2}) && numel(VarDimName{ivardim})>=3 && strcmp(VarDimName{ivardim}{3},DimCell{3}) |
|---|
| 653 | % CellInfo{icell}.SubRange_tps=ivar_remain(ivardim);% subrange definiton for tps |
|---|
| 654 | % check_cell(ivar_remain(ivardim))=1;% mark the variable as selected |
|---|
| 655 | % elseif strcmp(VarDimName{ivardim}{1},DimCell{1}) && strcmp(VarDimName{ivardim}{2},DimCell{3})% variable |
|---|
| 656 | % check_cell(ivar_remain(ivardim))=1;% mark the variable as selected |
|---|
| 657 | % end |
|---|
| 658 | % end |
|---|
| 659 | % end |
|---|
| 660 | % CellInfo{icell}.CoordType='tps'; |
|---|
| 661 | % CellInfo{icell}.VarIndex=find(check_cell); |
|---|
| 662 | % if check_var |
|---|
| 663 | % NbDim(icell)=size(Data.(Data.ListVarName{CellInfo{icell}.CoordIndex}),2); |
|---|
| 664 | % CellInfo{icell}.CoordSize=size(Data.(Data.ListVarName{CellInfo{icell}.CoordIndex}),1)*size(Data.(Data.ListVarName{CellInfo{icell}.CoordIndex}),3); |
|---|
| 665 | % else |
|---|
| 666 | % check_index_1= strcmp(DimCell{1},Data.ListDimName); |
|---|
| 667 | % check_index_2= strcmp(DimCell{2},Data.ListDimName); |
|---|
| 668 | % NbDim(icell)=Data.DimValue(check_index_2); |
|---|
| 669 | % if numel(DimCell)>=3 |
|---|
| 670 | % check_index_3= strcmp(DimCell{3},Data.ListDimName); |
|---|
| 671 | % CellInfo{icell}.CoordSize=Data.DimValue(check_index_1)*Data.DimValue(check_index_3); |
|---|
| 672 | % end |
|---|
| 673 | % end |
|---|
| 674 | % check_select=check_select|check_cell; |
|---|
| 675 | % end |
|---|
| 676 | % |
|---|
| 677 | % |
|---|
| 678 | % |
|---|
| 679 | % % determine dimension sizes |
|---|
| 680 | % CoordSize=zeros(size(ListCoordIndex)); |
|---|
| 681 | % for ilist=1:numel(ListCoordIndex) |
|---|
| 682 | % if iscell(ListDimName{ilist}) |
|---|
| 683 | % ListDimName(ilist)=ListDimName{ilist};%transform cell to string |
|---|
| 684 | % end |
|---|
| 685 | % if check_var% if the list of dimensions has been directly defined, no variable data available |
|---|
| 686 | % CoordSize(ilist)=numel(Data.(ListCoordName{ilist}));% number of elements in the variable corresponding to the dimension #ilist |
|---|
| 687 | % else |
|---|
| 688 | % check_index= strcmp(ListDimName{ilist},Data.ListDimName);% find the index in the list of dimensions |
|---|
| 689 | % CoordSize(ilist)=Data.DimValue(check_index);% find the corresponding dimension value |
|---|
| 690 | % end |
|---|
| 691 | % if CoordSize(ilist)==2% case of uniform grid coordinate defined by lower and upper bounds only |
|---|
| 692 | % ListDimName{ilist}=ListCoordName{ilist};% replace the dimension name by the coordinate variable name |
|---|
| 693 | % end |
|---|
| 694 | % end |
|---|
| 695 | % end |
|---|
| 696 | % end |
|---|
| 697 | % |
|---|
| 698 | % |
|---|
| 699 | % |
|---|
| 700 | % %% suppress empty cells or cells with a single coordinate variable |
|---|
| 701 | % check_remove=false(size(CellInfo)); |
|---|
| 702 | % for icell=1:numel(check_remove) |
|---|
| 703 | % if isempty(CellInfo{icell})||(numel(CellInfo{icell}.VarIndex)==1 && numel(check_coord)>=icell && check_coord(icell)) |
|---|
| 704 | % check_remove(icell)=1; |
|---|
| 705 | % end |
|---|
| 706 | % end |
|---|
| 707 | % CellInfo(check_remove)=[]; |
|---|
| 708 | % NbDim(check_remove)=[]; |
|---|
| 709 | % |
|---|
| 710 | % |
|---|