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function [profOut]=MITprof_resample(profIn,fldIn,filOut,method); |
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% |
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%[profOut]=MITPROF_RESAMPLE(profIn,fldIn,filOut,method); |
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% |
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% resamples a set of fields (fldIn) to profile 3D locations (profIn) |
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% and output the result to nc file (filOut) and memory (profOut). |
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% using a chosen interpolation method (method). |
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% |
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% profIn (structure) should contain: prof_depth, prof_lon, prof_lat, prof_date |
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% fldIn (structure) should contain: fil, name, long_name, units, tim, |
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% missing_value, FillValue (for nc output), and fld ([] by default). |
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% If fld is not [] then it is assumed that user already loaded |
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% the fields from fldIn.fil. |
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% |
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% fldIn.tim can be set to |
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% 'const' (for time invariant climatology), |
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% 'monclim' (for monthly climatology) |
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% 'monser' (for monthly time series) |
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% 'monloop' (for cyclic monthly time series) |
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% |
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% method can be set to |
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% 'polygons' (linear in space) |
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% 'bindata' (nearest neighbor in space) |
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% |
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% Example: |
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% grid_load; gcmfaces_global; MITprof_global; addpath matlab/; |
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% profIn=idma_float_plot('4900828'); |
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% % |
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% fldIn.fil=fullfile(myenv.MITprof_climdir,filesep,'T_OWPv1_M_eccollc_90x50.bin'); |
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% fldIn.name='prof_Towp'; |
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% fldIn.long_name='pot. temp. estimate (OCCA-WOA-PHC combination)'; |
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% fldIn.units='degree C'; |
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% fldIn.tim='monclim'; |
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% fldIn.missing_value=-9999.; |
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% fldIn.FillValue=-9999.; |
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% fldIn.fld=[]; |
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% % |
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% profOut=MITprof_resample(profIn,fldIn); |
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|
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|
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gcmfaces_global; |
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|
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doOut=~isempty(who('filOut')); doOutInit=false; |
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if doOut; doOut=~isempty(filOut); end; |
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if doOut; doOutInit=isempty(dir(filOut)); end; |
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|
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if isempty(who('method')); method='polygons'; end; |
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|
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%0) check for file types |
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test0=~isempty(dir(fldIn.fil)); |
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[PATH,NAME,EXT]=fileparts(fldIn.fil); |
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fil_nc=fullfile(PATH,NAME,[NAME '.0001.nc']); |
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fil_nctiles=fullfile(PATH,NAME,NAME); |
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test1=~isempty(dir(fil_nc)); |
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test2=~isempty(fldIn.fld); |
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|
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%1) deal with time line |
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if strcmp(fldIn.tim,'monclim'); |
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tim_fld=[-0.5:12.5]; rec_fld=[12 1:12 1]; |
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tmp1=datevec(profIn.prof_date); |
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tmp2=datenum([tmp1(:,1) ones(profIn.np,2) zeros(profIn.np,3)]); |
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tim_prof=(profIn.prof_date-tmp2); |
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tim_prof(tim_prof>365)=365; |
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tim_prof=tim_prof/365*12;%neglecting differences in months length |
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elseif strcmp(fldIn.tim,'monloop')|strcmp(fldIn.tim,'monser'); |
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if test1; |
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eval(['ncload ' fil_nc ' tim']); |
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nt=length(tim); |
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elseif ~test2; |
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%note: 2D case still needs to be treated here ... or via fldIn.is3d ? |
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tmp1=dir(fldIn.fil); |
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nt=tmp1.bytes/prod(mygrid.ioSize)/length(mygrid.RC)/4; |
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else; |
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error('gcmfaces input case is missing here'); |
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end; |
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tmp1=[1:nt]'; tmp2=ones(nt,1)*[1992 1 15 0 0 0]; tmp2(:,2)=tmp1; |
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tim_fld=datenum(tmp2); |
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tim_fld=[tim_fld(1)-31 tim_fld' tim_fld(end)+31]; |
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rec_fld=[nt 1:nt 1]; |
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if strcmp(fldIn.tim,'monloop'); |
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tmp1=datenum([1992 1 1 0 0 0]); |
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tmp2=datenum([1992+nt/12 1 1 0 0 0]);; |
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tim_prof=tmp1+mod(profIn.prof_date-tmp1,tmp2-tmp1); |
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else; |
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tim_prof=profIn.prof_date; |
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end; |
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%round up tim_prof to prevent interpolation in time: |
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% tmp3=tim_prof*ones(1,length(tim_fld))-ones(length(tim_prof),1)*tim_fld; |
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% tmp4=sum(tmp3>0,2); |
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% tim_prof=tim_fld(tmp4)'; |
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elseif strcmp(fldIn.tim,'const')|strcmp(fldIn.tim,'std'); |
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tim_fld=[1 2]; rec_fld=[1 1]; |
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tim_prof=1.5*ones(profIn.np,1); |
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else; |
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error('this case remains to be implemented'); |
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end; |
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|
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lon=profIn.prof_lon; lat=profIn.prof_lat; |
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depIn=-mygrid.RC; depOut=profIn.prof_depth; |
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profOut=NaN*ones(profIn.np,profIn.nr); |
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|
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%2) loop over record pairs |
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if ~strcmp(method,'bindata'); gcmfaces_bindata; end; |
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for tt=1:length(rec_fld)-1; |
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ii=find(tim_prof>=tim_fld(tt)&tim_prof<tim_fld(tt+1)); |
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if ~isempty(ii); |
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%tt |
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% |
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if test2; |
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fld0=fldIn.fld(:,:,:,rec_fld(tt)); |
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fld1=fldIn.fld(:,:,:,rec_fld(tt+1)); |
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elseif test1; |
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fld0=read_nctiles(fil_nctiles,NAME,rec_fld(tt)); |
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fld1=read_nctiles(fil_nctiles,NAME,rec_fld(tt+1)); |
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elseif test0; |
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fld0=read_bin(fldIn.fil,rec_fld(tt)); |
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fld1=read_bin(fldIn.fil,rec_fld(tt+1)); |
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else; |
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error(['file not found:' fldIn.fil]); |
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end; |
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% |
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ndim=length(size(fld0{1})); |
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if ndim==2; |
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fld0=fld0.*mygrid.mskC(:,:,1); |
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fld1=fld1.*mygrid.mskC(:,:,1); |
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fldIs3d=0; |
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else; |
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fld0=fld0.*mygrid.mskC; |
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fld1=fld1.*mygrid.mskC; |
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fldIs3d=1; |
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end; |
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fld=cat(ndim+1,fld0,fld1); |
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% |
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if ~strcmp(method,'bindata'); |
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arr=gcmfaces_interp_2d(fld,lon(ii),lat(ii),method); |
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if fldIs3d; |
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arr2=gcmfaces_interp_1d(2,depIn,arr,depOut); |
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else; |
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arr2=arr; |
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end; |
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%now linear in time: |
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k0=floor(tim_prof(ii)); |
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a0=tim_prof(ii)-k0; |
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if fldIs3d; |
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a0=a0*ones(1,profIn.nr); |
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profOut(ii,:)=(1-a0).*arr2(:,:,1)+a0.*arr2(:,:,2); |
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else; |
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profOut(ii,1)=(1-a0).*arr2(:,1)+a0.*arr2(:,2); |
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end; |
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elseif fldIs3d; |
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[prof_i,prof_j]=gcmfaces_bindata(lon(ii),lat(ii)); |
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FLD=convert2array(fld(:,:,:,1)); |
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nk=length(mygrid.RC); kk=ones(1,nk); |
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np=length(ii); pp=ones(np,1); |
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ind2prof=sub2ind(size(FLD),prof_i*kk,prof_j*kk,pp*[1:nk]); |
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arr=FLD(ind2prof); |
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arr2=gcmfaces_interp_1d(2,depIn,arr,depOut); |
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profOut(ii,:)=arr2; |
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else; |
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error('2D field case is missing here'); |
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end; |
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% |
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if strcmp(fldIn.tim,'std'); |
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profOut(ii,:)=profOut(ii,:).*randn(size(profOut(ii,:))); |
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end; |
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|
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end;%if ~isempty(ii); |
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end; |
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|
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if ~fldIs3d; |
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profOut=profOut(:,1); |
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end; |
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|
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%3) deal with file output |
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if doOutInit; |
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%create a header only file to later append resampled fields |
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prof=profIn; |
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tmp1=fieldnames(prof); |
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nt=length(prof.prof_date); |
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nr=length(prof.prof_depth); |
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for ii=1:length(tmp1); |
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tmp2=prod(size(getfield(prof,tmp1{ii}))); |
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if tmp2==nt*nr; prof=rmfield(prof,tmp1{ii}); end; |
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end; |
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MITprof_write(filOut,prof); |
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end; |
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|
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if doOut; |
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if ~fldIs3d; |
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dims={'iPROF'}; |
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else; |
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dims={'iDEPTH','iPROF'}; |
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end; |
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%add the array itelf |
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MITprof_addVar(filOut,fldIn.name,'double',dims,profOut); |
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|
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%add its attributes |
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nc=ncopen(filOut,'write'); |
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ncaddAtt(nc,fldIn.name,'long_name',fldIn.long_name); |
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ncaddAtt(nc,fldIn.name,'units',fldIn.units); |
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ncaddAtt(nc,fldIn.name,'missing_value',fldIn.missing_value); |
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ncaddAtt(nc,fldIn.name,'_FillValue',fldIn.FillValue); |
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ncclose(nc); |
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end; |
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|
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%4) deal with argument output |
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if nargout>0; profOut=setfield(profIn,fldIn.name,profOut); end; |
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|
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