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 2008-2020, 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; |
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379 | if check_var |
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380 | NbDim(icell)=size(Data.(Data.ListVarName{ivar}),2); |
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381 | else |
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382 | DimIndex=find(strcmp(Data.VarDimName{ivar},Data.ListDimName)); |
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383 | NbDim(icell)= Data.DimValue(DimIndex); |
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384 | end |
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385 | for ivardim=1:numel(Data.VarDimName) |
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386 | if strcmp(Data.VarDimName{ivardim},DimCell{3}) |
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387 | CellInfo{icell}.NbCentres_tps= ivardim;% nbre of sites for each tps subdomain |
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388 | elseif strcmp(Data.VarDimName{ivardim}{1},DimCell{2}) && numel(Data.VarDimName{ivardim})>=3 && strcmp(Data.VarDimName{ivardim}{3},DimCell{3}) |
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389 | CellInfo{icell}.SubRange_tps=ivardim;% subrange definiton for tps |
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390 | end |
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391 | end |
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392 | end |
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393 | break |
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394 | end |
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395 | end |
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396 | |
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397 | %% get number of coordinate points for each cell |
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398 | if check_var |
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399 | for icell=1:numel(CellInfo) |
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400 | switch CellInfo{icell}.CoordType |
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401 | case 'scattered' |
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402 | CellInfo{icell}.CoordSize=numel(Data.(CellInfo{icell}.XName)); |
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403 | case 'grid' |
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404 | VarName=Data.ListVarName{CellInfo{icell}.VarIndex(1)}; |
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405 | if NbDim(icell)==3 |
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406 | CellInfo{icell}.CoordSize=[size(Data.(VarName),3) size(Data.(VarName),2) size(Data.(VarName),1)]; |
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407 | else |
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408 | CellInfo{icell}.CoordSize=[size(Data.(VarName),1) size(Data.(VarName),2)]; |
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409 | end |
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410 | case 'tps' |
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411 | NbDim(icell)=size(Data.(Data.ListVarName{CellInfo{icell}.CoordIndex}),2); |
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412 | CellInfo{icell}.CoordSize=size(Data.(Data.ListVarName{CellInfo{icell}.CoordIndex}),1); |
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413 | end |
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414 | end |
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415 | else |
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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 | check_fieldname=0; |
---|
505 | VarIndex=CellInfo{icell}.VarIndex; |
---|
506 | for ivar=VarIndex |
---|
507 | % if isfield(CellInfo{icell},['VarIndex_' Role{ivar}]) |
---|
508 | % CellInfo{icell}.(['VarIndex_' Role{ivar}])=[CellInfo{icell}.(['VarIndex_' Role{ivar}]) ivar]; |
---|
509 | % else |
---|
510 | % CellInfo{icell}.(['VarIndex_' Role{ivar}])= ivar; |
---|
511 | % end |
---|
512 | if ~isempty(ProjModeRequest{ivar}) |
---|
513 | CellInfo{icell}.ProjModeRequest=ProjModeRequest{ivar}; |
---|
514 | end |
---|
515 | if ~isempty(FieldName{ivar}) |
---|
516 | CellInfo{icell}.FieldName=FieldName{ivar}; |
---|
517 | check_fieldname=1; |
---|
518 | end |
---|
519 | if CheckSub(ivar)==1 |
---|
520 | CellInfo{icell}.CheckSub=1; |
---|
521 | end |
---|
522 | end |
---|
523 | if ~check_fieldname% default FieldName |
---|
524 | if isfield(CellInfo{icell},'VarIndex_vector_x')&& isfield(CellInfo{icell},'VarIndex_vector_y') |
---|
525 | UName=Data.ListVarName{CellInfo{icell}.VarIndex_vector_x}; |
---|
526 | VName=Data.ListVarName{CellInfo{icell}.VarIndex_vector_y}; |
---|
527 | CellInfo{icell}.FieldName=['vec(' UName ',' VName ')']; |
---|
528 | end |
---|
529 | end |
---|
530 | end |
---|
531 | end |
---|
532 | % for icell=ind_coord_tps |
---|
533 | % VarIndex=CellInfo{icell}.VarIndex; |
---|
534 | % for ivar=VarIndex |
---|
535 | % if isfield(CellInfo{icell},['VarIndex_' Role{ivar}]) |
---|
536 | % CellInfo{icell}.(['VarIndex_' Role{ivar}])=[CellInfo{icell}.(['VarIndex_' Role{ivar}]) ivar]; |
---|
537 | % else |
---|
538 | % CellInfo{icell}.(['VarIndex_' Role{ivar}])= ivar; |
---|
539 | % end |
---|
540 | % if ~isempty(ProjModeRequest{ivar}) |
---|
541 | % CellInfo{icell}.ProjModeRequest=ProjModeRequest{ivar}; |
---|
542 | % end |
---|
543 | % if ~isempty(FieldName{ivar}) |
---|
544 | % CellInfo{icell}.FieldName=FieldName{ivar}; |
---|
545 | % end |
---|
546 | % if CheckSub(ivar)==1 |
---|
547 | % CellInfo{icell}.CheckSub=1; |
---|
548 | % end |
---|
549 | % end |
---|
550 | % end |
---|
551 | |
---|
552 | |
---|
553 | |
---|
554 | % |
---|
555 | % %% analyse vector fields |
---|
556 | % if ~isempty(ind_vector_x) && ~isempty(ind_vector_y) |
---|
557 | % if numel(ind_vector_x)>1 |
---|
558 | % errormsg='multiply defined vector x component' |
---|
559 | % return |
---|
560 | % end |
---|
561 | % DimCell_vec=Data.VarDimName{ind_vector_x};% cell of dimension names for ivar_coord_x(icell) |
---|
562 | % if ischar(DimCell),DimCell={DimCell};end % transform char to cell for a single dimension |
---|
563 | % DimCell_y=Data.VarDimName{ind_vector_y};% cell of dimension names for ivar_coord_x(icell) |
---|
564 | % if ischar(DimCell_y),DimCell_y={DimCell_y};end % transform char to cell for a single dimension |
---|
565 | % if ~isequal(DimCell,DimCell_y) |
---|
566 | % errormsg='inconsistent x and y vector components'; |
---|
567 | % return |
---|
568 | % end |
---|
569 | % %look for coordinates |
---|
570 | % for ivar=ind_coord_y |
---|
571 | % DimCell=Data.VarDimName{ivar}; |
---|
572 | % if ischar(DimCell),DimCell={DimCell};end % transform char to cell for a single dimension |
---|
573 | % if isequal(DimCell,DimCell_vec) |
---|
574 | % CoordType='scattered'; |
---|
575 | % coordy=ivar; |
---|
576 | % else |
---|
577 | % if isempty(ind_coord_z) && strcmp(DimCell{1},DimCell_vec{1}) |
---|
578 | % CoordType='grid'; |
---|
579 | % coordy=ivar; |
---|
580 | % elseif ~isempty(ind_coord_z) && strcmp(DimCell{1},DimCell_vec{2}) |
---|
581 | % CoordType='grid'; |
---|
582 | % coordy=ivar; |
---|
583 | % coordz=ind_coord_z; |
---|
584 | % end |
---|
585 | % end |
---|
586 | % |
---|
587 | % %% find scattered (unstructured) coordinates |
---|
588 | % ivar_coord_x=find(strcmp('coord_x',Role));%find variables with Role='coord_x' |
---|
589 | % check_select=false(1,nbvar); |
---|
590 | % check_coord=false(1,nbvar); |
---|
591 | % CellInfo=cell(1,numel(ivar_coord_x)); |
---|
592 | % NbDim=zeros(1,numel(ivar_coord_x)); |
---|
593 | % % loop on unstructured coordinate x -> different field cells |
---|
594 | % for icell=1:numel(ivar_coord_x) |
---|
595 | % DimCell=Data.VarDimName{ivar_coord_x(icell)};% cell of dimension names for ivar_coord_x(icell) |
---|
596 | % if ischar(DimCell),DimCell={DimCell};end % transform char to cell for a single dimension |
---|
597 | % % look for variables sharing dimension(s) with ivar_coord_x(icell) |
---|
598 | % check_cell=zeros(numel(DimCell),nbvar); |
---|
599 | % for idim=1:numel(DimCell);% for each variable with role coord_x, look at which other variables contain the same dimension |
---|
600 | % for ivar=1:nbvar |
---|
601 | % check_cell(idim,ivar)=max(strcmp(DimCell{idim},Data.VarDimName{ivar})); |
---|
602 | % end |
---|
603 | % end |
---|
604 | % check_cell=sum(check_cell,1)==numel(DimCell);%logical array=1 for variables belonging to the current cell |
---|
605 | % VarIndex=find(check_cell);% list of detected variable indices |
---|
606 | % if ~(numel(VarIndex)==1 && numel(DimCell)==1)% exclude case of isolated coord_x variable (treated later) |
---|
607 | % if ~(numel(VarIndex)==1 && numel(DimCell)>1)% a variable is associated to coordinate |
---|
608 | % CellInfo{icell}.CoordIndex=ivar_coord_x(icell); |
---|
609 | % % size of coordinate var |
---|
610 | % if check_var |
---|
611 | % CellInfo{icell}.CoordSize=numel(Data.(Data.ListVarName{ivar_coord_x(icell)})); |
---|
612 | % else |
---|
613 | % for idim=1:numel(DimCell) |
---|
614 | % check_index= strcmp(DimCell{idim},Data.ListDimName); |
---|
615 | % CellInfo{icell}.CoordSize(idim)=Data.DimValue(check_index); |
---|
616 | % end |
---|
617 | % CellInfo{icell}.CoordSize=prod(CellInfo{icell}.CoordSize); |
---|
618 | % end |
---|
619 | % % ind_scalar=find(strcmp('scalar',Role(VarIndex))); |
---|
620 | % % ind_vector_x=find(strcmp('vector_x',Role(VarIndex))); |
---|
621 | % % ind_vector_y=find(strcmp('vector_y',Role(VarIndex))); |
---|
622 | % ind_y=find(strcmp('coord_y',Role(VarIndex))); |
---|
623 | % if numel([ind_scalar ind_vector_x ind_vector_y])==0 |
---|
624 | % % if numel(VarIndex)==2||isempty(ind_y)% no variable, except possibly y |
---|
625 | % NbDim(icell)=1; |
---|
626 | % else |
---|
627 | % CellInfo{icell}.CoordType='scattered'; |
---|
628 | % ind_z=find(strcmp('coord_z',Role(VarIndex))); |
---|
629 | % if numel(VarIndex)==3||isempty(ind_z)% no z variable, except possibly as a fct z(x,y) |
---|
630 | % CellInfo{icell}.CoordIndex=[VarIndex(ind_y) CellInfo{icell}.CoordIndex]; |
---|
631 | % NbDim(icell)=2; |
---|
632 | % else |
---|
633 | % CellInfo{icell}.CoordIndex=[VarIndex(ind_z) CellInfo{icell}.CoordIndex]; |
---|
634 | % NbDim(icell)=3; |
---|
635 | % end |
---|
636 | % end |
---|
637 | % end |
---|
638 | % CellInfo{icell}.VarIndex=VarIndex; |
---|
639 | % check_select=check_select|check_cell; |
---|
640 | % end |
---|
641 | % end |
---|
642 | % |
---|
643 | % %% look for tps coordinates |
---|
644 | % ivar_remain=find(~check_select);% indices of remaining variables (not already selected) |
---|
645 | % check_coord_tps= strcmp('coord_tps',Role(~check_select)); |
---|
646 | % ivar_tps=ivar_remain(check_coord_tps);% variable indices corresponding to tps coordinates |
---|
647 | % |
---|
648 | % % loop on the tps coordinate sets |
---|
649 | % for icell_tps=1:numel(ivar_tps) |
---|
650 | % check_cell=zeros(1,nbvar);% =1 for the variables selected in the current cell |
---|
651 | % check_cell(ivar_tps(icell_tps))=1;% mark the coordinate variable as selected |
---|
652 | % DimCell=Data.VarDimName{ivar_tps(icell_tps)};% dimension names for the current tps coordinate variable |
---|
653 | % icell=numel(CellInfo)+icell_tps; % new field cell index |
---|
654 | % CellInfo{icell}.CoordIndex=ivar_tps(icell_tps);% index of the tps coordinate variable |
---|
655 | % if numel(DimCell)==3 |
---|
656 | % VarDimName=Data.VarDimName(~check_select); |
---|
657 | % for ivardim=1:numel(VarDimName) |
---|
658 | % if strcmp(VarDimName{ivardim},DimCell{3}) |
---|
659 | % CellInfo{icell}.NbCentres_tps= ivar_remain(ivardim);% nbre of sites for each tps subdomain |
---|
660 | % check_cell(ivar_remain(ivardim))=1;% mark the variable as selected |
---|
661 | % elseif strcmp(VarDimName{ivardim}{1},DimCell{2}) && numel(VarDimName{ivardim})>=3 && strcmp(VarDimName{ivardim}{3},DimCell{3}) |
---|
662 | % CellInfo{icell}.SubRange_tps=ivar_remain(ivardim);% subrange definiton for tps |
---|
663 | % check_cell(ivar_remain(ivardim))=1;% mark the variable as selected |
---|
664 | % elseif strcmp(VarDimName{ivardim}{1},DimCell{1}) && strcmp(VarDimName{ivardim}{2},DimCell{3})% variable |
---|
665 | % check_cell(ivar_remain(ivardim))=1;% mark the variable as selected |
---|
666 | % end |
---|
667 | % end |
---|
668 | % end |
---|
669 | % CellInfo{icell}.CoordType='tps'; |
---|
670 | % CellInfo{icell}.VarIndex=find(check_cell); |
---|
671 | % if check_var |
---|
672 | % NbDim(icell)=size(Data.(Data.ListVarName{CellInfo{icell}.CoordIndex}),2); |
---|
673 | % CellInfo{icell}.CoordSize=size(Data.(Data.ListVarName{CellInfo{icell}.CoordIndex}),1)*size(Data.(Data.ListVarName{CellInfo{icell}.CoordIndex}),3); |
---|
674 | % else |
---|
675 | % check_index_1= strcmp(DimCell{1},Data.ListDimName); |
---|
676 | % check_index_2= strcmp(DimCell{2},Data.ListDimName); |
---|
677 | % NbDim(icell)=Data.DimValue(check_index_2); |
---|
678 | % if numel(DimCell)>=3 |
---|
679 | % check_index_3= strcmp(DimCell{3},Data.ListDimName); |
---|
680 | % CellInfo{icell}.CoordSize=Data.DimValue(check_index_1)*Data.DimValue(check_index_3); |
---|
681 | % end |
---|
682 | % end |
---|
683 | % check_select=check_select|check_cell; |
---|
684 | % end |
---|
685 | % |
---|
686 | % |
---|
687 | % |
---|
688 | % % determine dimension sizes |
---|
689 | % CoordSize=zeros(size(ListCoordIndex)); |
---|
690 | % for ilist=1:numel(ListCoordIndex) |
---|
691 | % if iscell(ListDimName{ilist}) |
---|
692 | % ListDimName(ilist)=ListDimName{ilist};%transform cell to string |
---|
693 | % end |
---|
694 | % if check_var% if the list of dimensions has been directly defined, no variable data available |
---|
695 | % CoordSize(ilist)=numel(Data.(ListCoordName{ilist}));% number of elements in the variable corresponding to the dimension #ilist |
---|
696 | % else |
---|
697 | % check_index= strcmp(ListDimName{ilist},Data.ListDimName);% find the index in the list of dimensions |
---|
698 | % CoordSize(ilist)=Data.DimValue(check_index);% find the corresponding dimension value |
---|
699 | % end |
---|
700 | % if CoordSize(ilist)==2% case of uniform grid coordinate defined by lower and upper bounds only |
---|
701 | % ListDimName{ilist}=ListCoordName{ilist};% replace the dimension name by the coordinate variable name |
---|
702 | % end |
---|
703 | % end |
---|
704 | % end |
---|
705 | % end |
---|
706 | % |
---|
707 | % |
---|
708 | % |
---|
709 | % %% suppress empty cells or cells with a single coordinate variable |
---|
710 | % check_remove=false(size(CellInfo)); |
---|
711 | % for icell=1:numel(check_remove) |
---|
712 | % if isempty(CellInfo{icell})||(numel(CellInfo{icell}.VarIndex)==1 && numel(check_coord)>=icell && check_coord(icell)) |
---|
713 | % check_remove(icell)=1; |
---|
714 | % end |
---|
715 | % end |
---|
716 | % CellInfo(check_remove)=[]; |
---|
717 | % NbDim(check_remove)=[]; |
---|
718 | % |
---|
719 | % |
---|