[515] | 1 |
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[575] | 2 | %'calc_field_tps': defines fields (velocity, vort, div...) from civ data and calculate them with tps interpolation
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[515] | 3 | %---------------------------------------------------------------------
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[651] | 4 | % [DataOut,VarAttribute,errormsg]=calc_field_tps(Coord_tps,NbCentre,SubRange,FieldVar,FieldName,Coord_interp)
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[515] | 5 | %
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| 6 | % OUTPUT:
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| 7 | % DataOut: structure representing the output fields
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| 8 | %
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| 9 | % INPUT:
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[651] | 10 | % Coord_tps: coordinates of the centres, of dimensions [nb_point,nb_coord,nb_subdomain], where
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| 11 | % nb_point is the max number of data point in a subdomain,
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| 12 | % nb_coord the space dimension,
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| 13 | % nb_subdomain the nbre of subdomains used for tps
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| 14 | % NbCentre: nbre of tps centres for each subdomain, of dimension nb_subdomain
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| 15 | % SubRange: coordinate range for each subdomain, of dimensions [nb_coord,2,nb_subdomain]
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| 16 | % FieldVar: cell array of list of variables needed to calculate the requested fields
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| 17 | % FieldName: cell array representing the list of operations (eg div(U,V), rot(U,V))
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| 18 | % Coord_interp: coordinates of sites on which the fields need to be calculated of dimensions
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| 19 | % [nb_site,nb_coord] for an array of interpolation sites
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| 20 | % [nb_site_y,nb_site_x,nb_coord] for interpolation on a plane grid of size [nb_site_y,nb_site_x]
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[515] | 21 |
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[651] | 22 | function [DataOut,VarAttribute,errormsg]=calc_field_tps(Coord_tps,NbCentre,SubRange,FieldVar,FieldName,Coord_interp)
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[515] | 23 |
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| 24 | %list of defined scalars to display in menus (in addition to 'ima_cor').
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| 25 | % a type is associated to each scalar:
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| 26 | % 'discrete': related to the individual velocity vectors, not interpolated by patch
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| 27 | % 'vel': calculated from velocity components, continuous field (interpolated with velocity)
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| 28 | % 'der': needs spatial derivatives
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| 29 | % 'var': the scalar name corresponds to a field name in the netcdf files
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| 30 | % a specific variable name for civ1 and civ2 fields are also associated, if
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| 31 | % the scalar is calculated from other fields, as explicited below
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| 32 | errormsg='';
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| 33 |
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| 34 | %% nbre of subdomains
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| 35 | if ndims(Coord_interp)==3
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| 36 | nb_coord=size(Coord_interp,3);
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| 37 | npx=size(Coord_interp,2);
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| 38 | npy=size(Coord_interp,1);
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| 39 | nb_sites=npx*npy;
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| 40 | Coord_interp=reshape(Coord_interp,nb_sites,nb_coord);
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| 41 | else
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| 42 | nb_coord=size(Coord_interp,2);
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| 43 | nb_sites=size(Coord_interp,1);
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| 44 | end
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| 45 | NbSubDomain=size(Coord_tps,3);
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| 46 | nbval=zeros(nb_sites,1);
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| 47 |
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| 48 | %% list of operations
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| 49 | check_grid=0;
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| 50 | check_der=0;
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[581] | 51 | for ilist=1:length(FieldName)
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| 52 | FieldNameType=regexprep(FieldName{ilist},'(.+','');
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| 53 | switch FieldNameType
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[515] | 54 | case 'vec'
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[521] | 55 | check_grid=1;
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[515] | 56 | DataOut.U=zeros(nb_sites,1);
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| 57 | DataOut.V=zeros(nb_sites,1);
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| 58 | VarAttribute{1}.Role='vector_x';
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| 59 | VarAttribute{2}.Role='vector_y';
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| 60 | case {'U','V','norm'}
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| 61 | check_grid=1;
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[581] | 62 | DataOut.(FieldNameType)=zeros(nb_sites,1);
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[515] | 63 | VarAttribute{1}.Role='scalar';
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| 64 | case {'curl','div','strain'}
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| 65 | check_der=1;
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[581] | 66 | DataOut.(FieldNameType)=zeros(nb_sites,1);
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[515] | 67 | VarAttribute{1}.Role='scalar';
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| 68 | end
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| 69 | end
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| 70 | Attr_FF.Role='errorflag';
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| 71 | VarAttribute=[VarAttribute {Attr_FF}];
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| 72 |
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| 73 | %% loop on subdomains
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| 74 | for isub=1:NbSubDomain
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[651] | 75 | nbvec_sub=NbCentre(isub);
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[515] | 76 | check_range=(Coord_interp >=ones(nb_sites,1)*SubRange(:,1,isub)' & Coord_interp<=ones(nb_sites,1)*SubRange(:,2,isub)');
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| 77 | ind_sel=find(sum(check_range,2)==nb_coord);
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| 78 | nbval(ind_sel)=nbval(ind_sel)+1;% records the number of values for eacn interpolation point (in case of subdomain overlap)
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| 79 | if check_grid
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| 80 | EM = tps_eval(Coord_interp(ind_sel,:),Coord_tps(1:nbvec_sub,:,isub));%kernels for calculating the velocity from tps 'sources'
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| 81 | end
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| 82 | if check_der
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| 83 | [EMDX,EMDY] = tps_eval_dxy(Coord_interp(ind_sel,:),Coord_tps(1:nbvec_sub,:,isub));%kernels for calculating the spatial derivatives from tps 'sources'
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| 84 | end
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| 85 | ListVar={};
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[581] | 86 | for ilist=1:length(FieldName)
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[515] | 87 | var_count=numel(ListVar);
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[581] | 88 | switch FieldName{ilist}
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[515] | 89 | case 'vec(U,V)'
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| 90 | ListVar=[ListVar {'U', 'V'}];
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| 91 | VarAttribute{var_count+1}.Role='vector_x';
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| 92 | VarAttribute{var_count+2}.Role='vector_y';
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| 93 | DataOut.U(ind_sel)=DataOut.U(ind_sel)+EM *FieldVar(1:nbvec_sub+3,isub,1);
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| 94 | DataOut.V(ind_sel)=DataOut.V(ind_sel)+EM *FieldVar(1:nbvec_sub+3,isub,2);
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| 95 | case 'U'
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| 96 | ListVar=[ListVar {'U'}];
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| 97 | VarAttribute{var_count+1}.Role='scalar';
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| 98 | DataOut.U(ind_sel)=DataOut.U(ind_sel)+EM *FieldVar(1:nbvec_sub+3,isub,1);
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| 99 | case 'V'
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| 100 | ListVar=[ListVar {'V'}];
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| 101 | VarAttribute{var_count+1}.Role='scalar';
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| 102 | DataOut.V(ind_sel)=DataOut.V(ind_sel)+EM *FieldVar(1:nbvec_sub+3,isub,2);
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| 103 | case 'norm(U,V)'
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| 104 | ListVar=[ListVar {'norm'}];
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| 105 | VarAttribute{var_count+1}.Role='scalar';
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| 106 | U=DataOut.U(ind_sel)+EM *FieldVar(1:nbvec_sub+3,isub,1);
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| 107 | V=DataOut.V(ind_sel)+EM *FieldVar(1:nbvec_sub+3,isub,2);
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| 108 | DataOut.norm(ind_sel)=sqrt(U.*U+V.*V);
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| 109 | case 'curl(U,V)'
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| 110 | ListVar=[ListVar {'curl'}];
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| 111 | VarAttribute{var_count+1}.Role='scalar';
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| 112 | DataOut.curl(ind_sel)=DataOut.curl(ind_sel)-EMDY *FieldVar(1:nbvec_sub+3,isub,1)+EMDX *FieldVar(1:nbvec_sub+3,isub,2);
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| 113 | case 'div(U,V)'
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| 114 | ListVar=[ListVar {'div'}];
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| 115 | VarAttribute{var_count+1}.Role='scalar';
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| 116 | DataOut.div(ind_sel)=DataOut.div(ind_sel)+EMDX*FieldVar(1:nbvec_sub+3,isub,1)+EMDY *FieldVar(1:nbvec_sub+3,isub,2);
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| 117 | case 'strain(U,V)'
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| 118 | ListVar=[ListVar {'strain'}];
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| 119 | VarAttribute{var_count+1}.Role='scalar';
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| 120 | DataOut.strain(ind_sel)=DataOut.strain(ind_sel)+EMDY*FieldVar(1:nbvec_sub+3,isub,1)+EMDX *FieldVar(1:nbvec_sub+3,isub,2);
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| 121 | end
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| 122 | end
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| 123 | end
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| 124 | DataOut.FF=nbval==0; %put errorflag to 1 for points outside the interpolation rang
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| 125 | nbval(nbval==0)=1;% to avoid division by zero for averaging
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| 126 | ListFieldOut=fieldnames(DataOut);
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| 127 | for ifield=1:numel(ListFieldOut)
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| 128 | DataOut.(ListFieldOut{ifield})=DataOut.(ListFieldOut{ifield})./nbval;
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| 129 | DataOut.(ListFieldOut{ifield})=reshape(DataOut.(ListFieldOut{ifield}),npy,npx);
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| 130 | end
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| 131 |
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| 132 |
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| 133 |
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| 134 |
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