source: trunk/src/series/time_series.m @ 27

function GUI_input=time_series(num_i1,num_i2,num_j1,num_j2,Series) 
%----------------------------------------------------------------------
% --- make a time series analysis
%----------------------------------------------------------------------
%INPUT: 
%num_i1: series of first indices i (given from the series interface as first_i:incr_i:last_i, mode and list_pair_civ)
%num_i2: series of second indices i (given from the series interface as first_i:incr_i:last_i, mode and list_pair_civ)
%num_j1: series of first indices j (given from the series interface as first_j:incr_j:last_j, mode and list_pair_civ )
%num_j2: series of second indices j (given from the series interface as first_j:incr_j:last_j, mode and list_pair_civ)
%OTHER INPUTS given by the structure Series

%requests for the visibility of input windows in the GUI series  (activated directly by the selection in the menu ACTION)
if ~exist('num_i1','var')
    GUI_input={'RootPath';'two';...%nbre of possible input series (options 'on'/'two'/'many', default:'one')
        'SubDir';'on';... % subdirectory of derived files (PIV fields), ('on' by default)
        'RootFile';'on';... %root input file name ('on' by default)
        'FileExt';'on';... %input file extension ('on' by default)
        'NomType';'on';...%type of file indexing ('on' by default)
        'NbSlice';'on'; ...%nbre of slices ('off' by default)
        'VelTypeMenu';'two';...% menu for selecting the velocity type (civ1,..) options 'off'/'one'/'two', 'off' by default)
        'FieldMenu';'two';...% menu for selecting the field (s) in the input file(options 'off'/'one'/'two', 'off' by default)
        'CoordType';'on';...%can use a transform function 'off' by default
        'GetObject';'on';...%can use projection object ,'off' by default
        %'GetMask';'on'...%can use mask option   ,'off' by default
        %'PARAMETER'; options: name of the user defined parameter',repeat a line for each parameter 
               ''};
    return %exit the function 
end

%------------------------------------------------------
hseries=guidata(Series.hseries);%handles in the GUI series
WaitbarPos=get(hseries.waitbar_frame,'Position'); %position of the waitbar frame

%projection object
test_object=get(hseries.GetObject,'Value');
if test_object%isfield(Series,'sethandles')
    Series.ProjObject=read_set_object(Series.sethandles);
    %answeryes=questdlg({['field series projected on ' Series.ProjObject.Style]});
    answeryes=msgbox_uvmat('INPUT_Y-N',['field series projected on ' Series.ProjObject.Style]);
    if ~isequal(answeryes,'Yes')
        return
    end
else
    msgbox_uvmat('ERROR','a projection object is needed');
    return
end

% root names
if iscell(Series.RootPath)
    RootPath=Series.RootPath;
    RootFile=Series.RootFile;
    SubDir=Series.SubDir;
    FileExt=Series.FileExt;
    NomType=Series.NomType;
else
    RootPath={Series.RootPath};
    RootFile={Series.RootFile};
    SubDir={Series.SubDir};
    FileExt={Series.FileExt};
    NomType={Series.NomType};
    num_i1={num_i1};
    num_i2={num_i2};
    num_j1={num_j1};
    num_j2={num_j2};
end
ext=FileExt{1};
form=imformats(ext([2:end]));%test valid Matlab image formats
testima=0;
if ~isempty(form)||isequal(lower(ext),'.avi')
    testima=1;
end
nbview=length(RootPath);%number of series (1 or 2)
nbfield=size(num_i1{1},1)*size(num_i1{1},2); %number of fields in the time series

%Number of input series: this function  accepts only a single input file series 
nbview=length(RootPath);
if nbview==2
    %TODO: choose between difference and two series
elseif nbview>2  % TODO: make multiple series
%     RootPath=RootPath(1:2);
%     set(hseries.RootPath,'String',RootPath)
%     SubDir=SubDir(1:2);
%     set(hseries.SubDir,'String',SubDir)
%     RootFile=RootFile(1:2);
%     set(hseries.RootFile,'String',RootFile)
%     NomType=NomType(1:2);
%     %set(hseries.NomType,'String',NomType)
%     FileExt=FileExt(1:2);
%     set(hseries.FileExt,'String',FileExt)
%     nbview=2;
end
hhh=which('mmreader');
for iview=1:nbview
    test_movie(iview)=0;
    if ~isequal(hhh,'')&& mmreader.isPlatformSupported()
        if isequal(lower(FileExt{iview}),'.avi')
            MovieObject{iview}=mmreader(fullfile(RootPath{iview},[RootFile{iview} FileExt{iview}]));
            test_movie(iview)=1;
        end
    end 
end
filebase{1}=fullfile(RootPath{1},RootFile{1});

% number of slices
NbSlice=str2num(get(hseries.NbSlice,'String'));
if isempty(NbSlice)
    NbSlice=1;
end
NbSlice_name=num2str(NbSlice);

% Field and velocity type (the same for the two views)
if isfield(Series,'Field')
    FieldName=Series.Field;%the same set of fields for all views
else
    FieldName={''};
end
if isequal(FieldName,{'get_field...'})
    hget_field=findobj(allchild(0),'name','get_field');%find the get_field... GUI
    if numel(hget_field)>1
        delete(hget_field(2:end)) % delete multiple occurerence of the GUI get_fioeld
    elseif isempty(hget_field)
       filename=name_generator(filebase{1},num_i1{1}(1),num_j1{1}(1),FileExt{1},NomType{1},1,num_i2{1}(1),num_j2{1}(1),SubDir{1}); 
       idetect(iview)=exist(filename,'file');
       hget_field=get_field(filename);
       return
    end
    %hhget_field=guidata(hget_field);%handles of GUI elements in get_field
    SubField=read_get_field(hget_field) %read the names of the variables to plot in the get_field GUI
    if isempty(SubField)
        delete(hget_field)
       filename=name_generator(filebase{1},num_i1{1}(1),num_j1{1}(1),FileExt{1},NomType{1},1,num_i2{1}(1),num_j2{1}(1),SubDir{1});
        hget_field=get_field(filename);
        SubField=read_get_field(hget_field); %read the names of the variables to plot in the get_field GUI
    end
%     if isequal(get(hhget_field.menu_coord,'Visible'),'on')
%         list_transform=get(hhget_field.menu_coord,'String');
%         val_list=get(hhget_field.menu_coord,'Value');
%         transform=list_transform{val_list};
%     end
end

%detect whether the two files are 'images' or 'netcdf'
testima=0;
testvol=0;
testcivx=0;
testnc=0;
FileExt=get(hseries.FileExt,'String');
for iview=1:nbview
     ext=FileExt{iview};
     form=imformats(ext([2:end]));
     if isequal(lower(ext),'.vol')
         testvol=testvol+1;
     elseif ~isempty(form)||isequal(lower(ext),'.avi')% if the extension corresponds to an image format recognized by Matlab
         testima=testima+1;
     elseif isequal(ext,'.nc')
         testnc=testnc+1;
     end
end
if testvol
    msgbox_uvmat('ERROR','volume images not implemented yet')
    return
end
if testnc~=nbview && testima~=nbview && testvol~=nbview
    msgbox_uvmat('need a set of images or a set of netcdf files with the same fields as input','ERROR')
    return
end
if ~isequal(FieldName,{'get_field...'})
    testcivx=testnc;
end

% Root name of output files (TO GENERALISE FOR TWO INPUT SERIES)
filebasesub=fullfile(RootPath{1},RootFile{1});
if NbSlice==1
    filebase_out=[filebasesub '_time'];
else
    filebase_out=[filebasesub '_' NbSlice_name 'mtim'];
    increment=num_i1{1}(2)-num_i1{1}(1);
    if ~isequal(increment,1) % if an increment is set
        answeryes=msgbox_uvmat('INPUT_Y-N',['will take time series in ' num2str(NbSlice) 'slices with increment = ' num2str(increment) '!']); 
    else    
        answeryes=msgbox_uvmat('INPUT_Y-N',{['will take time series in ' num2str(NbSlice) ' slices'];['results stored as files ' filebase_out ' ...']});
    end
    if ~isequal(answeryes,'Yes')
        return
    end
end
VelType_str=get(hseries.VelTypeMenu,'String');
VelType_val=get(hseries.VelTypeMenu,'Value');
VelType{1}=VelType_str{VelType_val};
if nbview==2
    VelType_str=get(hseries.VelTypeMenu_1,'String');
    VelType_val=get(hseries.VelTypeMenu_1,'Value');
    VelType{2}=VelType_str{VelType_val};
end

%Calibration data and timing: read the ImaDoc files
mode=''; %default
timecell={};
XmlData={};
itime=0;
NbSlice_calib={};
for iview=1:nbview%Loop on views
    XmlData{iview}=[];%default
    filebase{iview}=fullfile(RootPath{iview},RootFile{iview});
    if exist([filebase{iview} '.xml'],'file')
        [XmlData{iview},error]=imadoc2struct([filebase{iview} '.xml']); 
        if isfield(XmlData{iview},'Time')
            itime=itime+1;
            timecell{itime}=XmlData{iview}.Time;
        end
        if isfield(XmlData{iview},'GeometryCalib') && isfield(XmlData{iview}.GeometryCalib,'SliceCoord')
            NbSlice_calib{iview}=size(XmlData{iview}.GeometryCalib.SliceCoord,1);%nbre of slices for Zindex in phys transform
            if ~isequal(NbSlice_calib{iview},NbSlice_calib{1})
                msgbox_uvmat('WARNING','inconsistent number of Z indices for the field series');
            end
        end 
    elseif exist([filebase{iview} '.civ'],'file')
        [error,time,TimeUnit,mode,npx,npy,pxcmx,pxcmy]=read_imatext([filebase{iview} '.civ']);
        itime=itime+1;
        timecell{itime}=time;
        XmlData{iview}.Time=time;
        GeometryCalib.R=[pxcmx 0 0; 0 pxcmy 0;0 0 0];
        GeometryCalib.Tx=0;
        GeometryCalib.Ty=0;
        GeometryCalib.Tz=1;
        GeometryCalib.dpx=1;
        GeometryCalib.dpy=1;
        GeometryCalib.sx=1;
        GeometryCalib.Cx=0;
        GeometryCalib.Cy=0;
        GeometryCalib.f=1;
        GeometryCalib.kappa1=0;
        GeometryCalib.CoordUnit='cm';
        XmlData{iview}.GeometryCalib=GeometryCalib;
        if error==1
            msgbox_uvmat('WARNING','inconsistent number of fields in the .civ file');
        end
    end
end

%check coincidence in time
multitime=0;
if length(timecell)==0
    time=[];
elseif length(timecell)==1
    time=timecell{1};
elseif length(timecell)>1
    multitime=1;
    for icell=1:length(timecell)
        if ~isequal(size(timecell{icell}),size(timecell{1}))
            warndlg_uvmat('inconsistent time array dimensions in ImaDoc fields, the time for the first series is used','WARNING')
            time=timecell{1};
            multitime=0;
            break
        end
    end
end
if multitime
    for icell=1:length(timecell)
        time(icell,:,:)=timecell{icell};
    end
    diff_time=max(max(diff(time)));
    if diff_time>0
        warndlg_uvmat(['times of series differ by more than ' num2str(diff_time)],'WARNING')
    end   
end
if size(time,2) < num_i2{1}(end) || size(time,3) < num_j2{1}(end)% ime array absent or too short in ImaDoc xml file' 
    time=[];
end

% image or scalar processing programme set by user
Coord_menu=get(hseries.CoordType,'String');
menu_val=get(hseries.CoordType,'Value');
usrfct=Coord_menu{menu_val};
testfct=~isequal(usrfct,'');

% to update:
VelType_str=get(hseries.VelTypeMenu,'String');
VelType_val=get(hseries.VelTypeMenu,'Value');
VelType{1}=VelType_str{VelType_val};
if nbview==2
    VelType_str=get(hseries.VelTypeMenu_1,'String');
    VelType_val=get(hseries.VelTypeMenu_1,'Value');
    VelType{2}=VelType_str{VelType_val};
end

%LOOP ON SLICES
for i_slice=1:NbSlice
     dt=[];
     nbmissing=0; %number of undetected files
     nbfiles=0;
    %%%%%%%%%%%%%%%%%%%%%%%%%%%%LOOP ON FIELDS IN  A SLICE
    for ifile=i_slice:NbSlice:nbfield  
        stopstate=get(hseries.RUN,'BusyAction');
        if isequal(stopstate,'queue')% enable STOP command
             update_waitbar(hseries.waitbar,WaitbarPos,ifile/nbfield) 
             for iview=1:nbview
                filename=...
                           name_generator(filebase{iview},num_i1{iview}(ifile),num_j1{iview}(ifile),FileExt{iview},NomType{iview},1,num_i2{iview}(ifile),num_j2{iview}(ifile),SubDir{iview}); 
                idetect(iview)=exist(filename,'file');
                Data{iview}=[]; %default      
                if testima                  
                    Data{iview}.ListVarName={'A'};
                    Data{iview}.AName='image';
                    if test_movie(iview)
                        A=read(MovieObject{iview},num_i1{iview}(ifile));
                    else
                        A=double(read_image(filename,NomType{iview},num_i1{iview}(ifile)));% read the image, num2 is the counter for avi files 
                    end
                    Data{iview}.ListVarName={'coord_y','coord_x','A'}; % 
                    npy=size(A,1);
                    npx=size(A,2);
                    nbcolor=size(A,3);
                    if nbcolor==3
                         Data{iview}.VarDimName={'coord_y','coord_x',{'coord_y','coord_x','rgb'}};
                    else
                         Data{iview}.VarDimName={'coord_y','coord_x',{'coord_y','coord_x'}};
                    end  
                    Data{iview}.coord_y=[npy-0.5 0.5];
                    Data{iview}.coord_x=[0.5 npx-0.5];
                    Data{iview}.A=A;
                    Data{iview}.CoordType='px';
                elseif testcivx
                    [Data{iview},VelTypeOut]=read_civxdata(filename,FieldName,VelType);
                else
                    [Data{iview},var_detect]=nc2struct(filename,SubField.ListVarName); %read the corresponding input data                
                    Data{iview}.VarAttribute=SubField.VarAttribute;
                end
                if ~isempty(NbSlice_calib)  % z index
                    Data{iview}.ZIndex=mod(num_i1{iview}(ifile)-1,NbSlice_calib{1})+1;
                end
             end
            % geometry transform or other user defined transform
            if ~isequal(Series.CoordType,'')           
                if nbview==2
                    [Data{1},Data{2}]=feval(Series.CoordType,Data{1},XmlData{1},Data{2},XmlData{2});
                    if isempty(Data{2})
                        Data(2)=[];
                    end
                else
                    Data{1}=feval(Series.CoordType,Data{1},XmlData{1});
                end
            end
            if testcivx
                    Data{iview}=calc_field(FieldName,Data{iview});%calculate field (vort..)
            end
            if length(Data)==2
                [Field,errormsg]=sub_field(Data{1},Data{2}); %substract the two fields
                if ~isempty(errormsg)
                    msgbox_uvmat('ERROR',['error in time_series/sub_field:' errormsg])
                    return
                end
            else
                Field=Data{1};
            end
            if isfield(Series,'ProjObject')
                Series.ProjObject
                [Field,errormsg]=proj_field(Field,Series.ProjObject);
                if ~isempty(errormsg)
                    msgbox_uvmat('ERROR',['error in time_series/proj_field:' errormsg])
                    return
                end
            end
            if min(idetect)>=1% the input file(s) have been detected          
                nbfiles=nbfiles+1;
                if nbfiles==1 %first field: initiate the time series
                    RecordData=Field;%default
                    RecordData.NbDim=Field.NbDim+1; %add the time dimension for plots         
                    nbvar=length(Field.ListVarName);
                    if nbvar==0
                        msgbox_uvmat('ERROR','no input variable selected in get_field')
                        return
                    end
                    testsum=2*ones(1,nbvar);%initiate flag for action on each variable
                    indexfalse=0;
                    CoordName={};
                    indexremove=[];
                    if isfield(Field,'VarAttribute') % look for coordinate and flag variables    
                        for ivar=1:nbvar
                            if length(Field.VarAttribute)>=ivar && isfield(Field.VarAttribute{ivar},'Role')
                                var_role=Field.VarAttribute{ivar}.Role;%'role' of the variable
                                if isequal(var_role,'errorflag')
                                    msgbox_uvmat('ERROR','do not handle error flags in time series')
                                    return                                               
                                end
                                if isequal(var_role,'warnflag')                        
                                    testsum(ivar)=0;  % not recorded variable 
                                    eval(['RecordData=rmfield(RecordData,''' Field.ListVarName{ivar} ''');']);%remove variable
                                end                  
                                if isequal(var_role,'coord_x')| isequal(var_role,'coord_y')|...
                                    isequal(var_role,'coord_z')|isequal(var_role,'coord')
                                    testsum(ivar)=1; %constant coordinates, record without time evolution
                                end
                                % check whether the variable ivar is a dimension variable
                                %index=Field.VarDimIndex{ivar};%dimension indices of the variable #ivar
                                DimCell=Field.VarDimName{ivar};
                                if ischar(DimCell)
                                    DimCell={DimCell};
                                end
                                if numel(DimCell)==1 && isequal(Field.ListVarName{ivar},DimCell{1})%detect dimension variables
                                   testsum(ivar)=1;
                                end
                            end
                        end
                    end
                    for ivar=1:nbvar
                        if testsum(ivar)==2                     
                            eval(['RecordData.' Field.ListVarName{ivar} '=[];'])
                        end
                    end
                    RecordData.ListVarName=[{'Time'} RecordData.ListVarName];
                end
                for ivar=1:length(Field.ListVarName)
                    VarName=Field.ListVarName{ivar};
                    eval(['VarVal=Field.' VarName ';']);
                    if testsum(ivar)==2% test for recorded variable 
                        eval(['VarVal=Field.' VarName ';']);
                        if isequal(Series.ProjObject.ProjMode,'inside')% take the average in the domain for 'inside' mode
                            if isempty(VarVal)
                                msgbox_uvmat('ERROR',['empty result at frame index ' num2str(num_i1{iview}(ifile))])
                                return                             
                            end
                            VarVal=mean(VarVal,1);
                        end
                        VarVal=shiftdim(VarVal,-1); %shift dimension 
                        eval(['RecordData.' VarName '=cat(1,RecordData.' VarName ',VarVal);']);%concanete the current field to the time series    
                    elseif testsum(ivar)==1% variable representing fixed coordinates
                        eval(['VarInit=RecordData.' VarName ';']);
                        if ~isequal(VarVal,VarInit)
                            msgbox_uvmat('ERROR',['time series requires constant coordinates ' VarName])
                            return
                        end
                    end                 
                end
                % time:
                if isempty(time)% time read in ncfiles
                   if isfield(Field,'Time')
                       RecordData.Time(nbfiles,1)=Field.Time;
                   else
                       RecordData.Time(nbfiles,1)=nbfiles;%default
                   end
                else % time from ImaDoc prevails
                    RecordData.Time(nbfiles,1)=(time(1,num_i1{1}(ifile),num_j1{1}(ifile))+time(end,num_i2{end}(ifile),num_j2{end}(ifile)))/2;
                end
            else
                nbmissing=nbmissing+1;
            end
        end
    end
    %remove time for global attributes if exists
    for iattr=1:numel(RecordData.ListGlobalAttribute) 
        if strcmp(RecordData.ListGlobalAttribute{iattr},'Time')
            RecordData.ListGlobalAttribute(iattr)=[];
            break
        end
    end
    for ivar=1:numel(RecordData.ListVarName)
        VarName=RecordData.ListVarName{ivar};
        eval(['RecordData.' VarName '=squeeze(RecordData.' VarName ');']) %remove singletons
    end
        % add time dimension and update VarDimIndex:
   %if ~isequal(Series.ProjObject.ProjMode,'inside')% take the average in the domain for 'inside' mode
        for ivar=1:length(Field.ListVarName)
%              vardimindex=Field.VarDimIndex{ivar};% array of dimension indices for variable VarIndex(ivar)
             DimCell=Field.VarDimName(ivar);
             if testsum(ivar)==2%variable used as time series
%                  RecordData.VarDimIndex{ivar}=[1 vardimindex+1];
                  RecordData.VarDimName{ivar}=[{'Time'} DimCell];
             elseif testsum(ivar)==1
%                  RecordData.VarDimIndex{ivar}=[vardimindex+1];
                 RecordData.VarDimName{ivar}=DimCell;
             end
        end
   % end
    indexremove=find(~testsum);
    if ~isempty(indexremove)
        RecordData.ListVarName(1+indexremove)=[];
        RecordData.VarDimName(indexremove)=[];
        if isfield(RecordData,'Role')&~isempty(RecordData.Role{1})%generaliser aus autres attributs
            RecordData.Role(1+indexremove)=[];
        end
    end
    %RecordData.VarDimIndex=[{[1]} RecordData.VarDimIndex]; %time dimension
    %shift variable attributes
    if isfield(RecordData,'VarAttribute')
        RecordData.VarAttribute=[{[]} RecordData.VarAttribute];
    end 
    RecordData.VarDimName=[{'Time'} RecordData.VarDimName];
    RecordData.Action=Series.Action;%name of the processing programme
    %name of result file
    [filemean]=...
               name_generator(filebase_out,num_i1{1}(i_slice),num_j1{1}(i_slice),'.nc','_i1-i2_j1-j2',1,num_i2{end}(ifile),num_j2{end}(ifile),SubDir{1});
    errormsg=struct2nc(filemean,RecordData); %save result file
    if isempty(errormsg)
        display([filemean ' written'])
    else
        msgbox_uvmat('ERROR',['error in Series/struct2nc' errormsg])
    end
end
figure
haxes=axes;

plot_field(RecordData,haxes)
hget_field=findobj(allchild(0),'name','get_field');
if ~isempty(hget_field)
    delete(hget_field)
end
get_field(filemean,RecordData)
    
%-----------------------------------------------------------------------
% --- Executes on selection change in CoordType.
function CoordType_Callback(hObject, eventdata, handles)
menu_str=get(handles.CoordType,'String');
ind_coord=get(handles.CoordType,'Value');
coord_option=menu_str{ind_coord};
if isequal(coord_option,'more...'); 
    fct_name='';
    if exist('./TMP/current_usr_fct.mat','file')% if a file is found
        h=load('./TMP/current_usr_fct.mat');
        if isfield(h,'fct_name'); 
            fct_name=h.fct_name;
        end
    end
    prompt = {'Enter the name of the transform function'};
    dlg_title = 'user defined transform';
    num_lines= 1;
    [FileName, PathName, filterindex] = uigetfile( ...
       {'*.m', ' (*.m)';
        '*.m',  '.m files '; ...
        '*.*', 'All Files (*.*)'}, ...
        'Pick a file', fct_name);
    fct_name=fullfile(PathName,FileName);
    addpath(PathName);%add the path to the selected fct
    [errormsg,date_str]=check_functions;%check whether new functions can oversed the uvmat package A UTILISER
    if ~exist(fct_name,'file')
           warndlg(['image procesing fct ' fct_name ' not found'])
    else
        transform=FileName(1:end-2);% 
        update_menu(handles.CoordType,transform)%add the selected fct to the menu
  %      set(handles.mouse_coord,'String',menu([1:end-1])')%update the mouse coord menu 
      %save ('./TMP/current_usr_fct.mat','fct_name');
    end   
end
ind_coord=get(handles.CoordType,'Value');   

%---------------------------------------------------------------------
% --- Executes on selection change in ProjObject.
function ProjObject_Callback(hObject, eventdata, handles)

list_object=get(handles.ProjObject,'String');
index=get(handles.ProjObject,'Value');
hseries=get(handles.ProjObject,'Parent');
SeriesData=get(hseries,'UserData');
Obj=SeriesData.ProjObject{index};
[SeriesData.hset_object,SeriesData.sethandles]=set_object(SeriesData.ProjObject{index});
set(hseries,'UserData',SeriesData);

%-------------------------------------------------------------
%generates a series of file names with reference numbers between range1 and
%range2 with increment incr. The reference number num_ref is the image number at the middle of the
%image pair. The set of first numbers num1 of the image pairs is also
%given as output
%------------------------------------------------------
function [num_i1,num_i2,num_j1,num_j2,nbmissing]=netseries_generator(filebase,subdir,mode,first_i,incr_i,last_i,first_j,incr_j,last_j)
[Path,Name]=fileparts(filebase);
filebasesub=fullfile(Path,subdir,Name);
filecell={};%default
num_i1=[];
num_i2=[];
num_j1=[];
num_j2=[];
ind0_i=first_i:incr_i:last_i;
nbcolumn=length(ind0_i);
ind0_j=first_j:incr_j:last_j;
nbline=length(ind0_j);
if isequal(mode,'#_ab')
    dirpair=dir([filebasesub '*_*.nc']);
elseif isequal(mode,'bursts')|isequal(mode,'series(Dj)')  
    dirpair=dir([filebasesub '_*_*-*.nc']);
elseif isequal(mode,'series(Di)')
    dirpair=dir([filebasesub '_*-*_*.nc']);
else
    errordlg('option *|* not yet implemented')
    return
end
if isempty(dirpair)
        errordlg('no pair detected in the selected range')
        return
end
    %ind0_i=first_i:incr_i:last_i;
    %nbcolumn=length(ind0_i);
    %dirpair=dir([filebasesub '_*_*-*.nc']);
if isequal(mode,'bursts')|isequal(mode,'#_ab')
    icount=0;
    for ifile=1:length(dirpair)
        [RootPath,RootFile,str_1,str_2,str_a,str_b,ext,nom_type]=name2display(dirpair(ifile).name);
        
%         if isempty(str2num(str_1))
%             dirpair(ifile).name
%         end
        num1_r=str2num(str_1);
        if isequal(RootFile,Name) & ~isempty(num1_r)   
            num_i1(ifile)=num1_r;
            num_a(ifile)=stra2num(str_a);
            num_b(ifile)=stra2num(str_b);
%             icount=icount+1;
        end      
    end
    length(dirpair)
%     num_j=floor((num_a+num_b)/2); %list of reference indices of the detected files
    test_range= (num_i1 >=first_i)&(num_i1<= last_i);% =1 when both numbers are in the range
    ind_i=((num_i1-first_i)/incr_i)+1;%indices i in the list of prescribed file indices 
    select=find(test_range &(floor(ind_i)==ind_i));%selected indices of num_i1 in the file directory
    ind_i=ind_i(select);%set of selected indices ind_i
    [ind_i,indsort]=sort(ind_i);%sorted list of ind_i
    select=select(indsort);
    num_i1=num_i1(select);
    num_a=num_a(select);
    num_b=num_b(select);
    dirpair=dirpair(select);
    [ind_remove]=find_pairs(dirpair,ind_i,nbcolumn); 
    ind_i(ind_remove)=[];
    num_a(ind_remove)=[];
    num_b(ind_remove)=[];
    num_j1=zeros(1,nbcolumn);%default
    num_j2=num_j1;
    num_j1(ind_i)=num_a;
    num_j2(ind_i)=num_b;
    num_i1=first_i:incr_i:last_i;
    num_i2=num_i1;
    nbmissing=nbcolumn-length(ind_i);

elseif isequal(mode,'series(Di)') 
    %ind0_i=first_i:incr_i:last_i;
    %nbcolumn=length(ind0_i);
    %ind0_j=first_j:incr_j:last_j;
    %nbline=length(ind0_j);
    %dirpair=dir([filebasesub '_*-*_*.nc']);
    for ifile=1:length(dirpair)
        [RootPath,RootFile,str_1,str_2,str_a,str_b,ext,nom_type]=name2display(dirpair(ifile).name);
        num_i1_r(ifile)=str2num(str_1);
        num_i2_r(ifile)=str2num(str_2);
        num_j(ifile)=str2num(str_a);
    end
    num_i=floor((num_i1_r+num_i2_r)/2); %list of reference indices of the detected files
    test_range= (num_i >=first_i)&(num_i<= last_i)&(num_j >=first_j)&(num_j<= last_j);% =1 when both numbers are in the range
    ind_i=((num_i-first_i)/incr_i)+1;%indices i and j in the list of prescribed file indices 
    ind_j=((num_j-first_j)/incr_j)+1;
    ind_ij=ind_j+nbline*(ind_i-1);%indices in the reshhaped series of prescribed file indices
    select=find(test_range &(floor(ind_i)==ind_i)&(floor(ind_j)==ind_j));%selected indices in the file directory
    ind_ij=ind_ij(select);%set of selected indices ind_ij
    [ind_ij,indsort]=sort(ind_ij);%sorted list of ind_ij 
    select=select(indsort);
    num_i1_r=num_i1_r(select);
    num_i2_r=num_i2_r(select);
%     num_j=num_j(select);
    dirpair=dirpair(select);
    [ind_remove]=find_pairs(dirpair,ind_ij,nbcolumn*nbline) ;
    ind_ij(ind_remove)=[];
    num_i1_r(ind_remove)=[];
    num_i2_r(ind_remove)=[];
    num_i1=zeros(1,nbline*nbcolumn);%default
    num_i2=num_i1;
    num_i1(ind_ij)=num_i1_r;
    num_j2(ind_ij)=num_i2_r;
    num_i1=reshape(num_i1,nbline,nbcolumn);
    num_i2=reshape(num_i2,nbline,nbcolumn);
    num_j1=meshgrid(ind0_i,ind0_j);
    num_j2=num_j1;
    nbmissing=nbline*nbcolumn-length(ind_ij);
elseif isequal(mode,'series(Dj)')
 %   ind0_i=first_i:incr_i:last_i;
 %   nbcolumn=length(ind0_i);
 %   ind0_j=first_j:incr_j:last_j;
  %  nbline=length(ind0_j);
  %  dirpair=dir([filebasesub '_*_*-*.nc']);
    for ifile=1:length(dirpair)
        [RootPath,RootFile,str_1,str_2,str_a,str_b,ext,nom_type]=name2display(dirpair(ifile).name);
        num_i(ifile)=str2num(str_1);
        num_a(ifile)=str2num(str_a);
        num_b(ifile)=str2num(str_b);
    end
    num_j=floor((num_a+num_b)/2); %list of reference indices of the detected files
    test_range= (num_i >=first_i)&(num_i<= last_i)&(num_j >=first_j)&(num_j<= last_j);% =1 when both numbers are in the range
    ind_i=((num_i-first_i)/incr_i)+1;%indices i and j in the list of prescribed file indices 
    ind_j=((num_j-first_j)/incr_j)+1;
    ind_ij=ind_j+nbline*(ind_i-1);%indices in the reshhaped series of prescribed file indices
    select=find(test_range &(floor(ind_i)==ind_i)&(floor(ind_j)==ind_j));%selected indices in the file directory
    ind_ij=ind_ij(select);%set of selected indices ind_ij
    [ind_ij,indsort]=sort(ind_ij);%sorted list of ind_ij 
    select=select(indsort);
    num_i=num_i(select);
    num_a=num_a(select);
    num_b=num_b(select);
    dirpair=dirpair(select);
    [ind_remove]=find_pairs(dirpair,ind_ij,nbcolumn*nbline) ;
    ind_ij(ind_remove)=[];
    num_a(ind_remove)=[];
    num_b(ind_remove)=[];
    num_j1=zeros(1,nbline*nbcolumn);%default
    num_j2=num_j1;
    num_j1(ind_ij)=num_a;
    num_j2(ind_ij)=num_b;
    num_j1=reshape(num_j1,nbline,nbcolumn);
    num_j2=reshape(num_j2,nbline,nbcolumn);
    num_i1=meshgrid(ind0_i,ind0_j);
    num_i2=num_i1;
    nbmissing=nbline*nbcolumn-length(ind_ij);
%     for i=1:length(indsel);%A SUPPRIMER ULTERIEUREMENT
%         if indsel(i)==0
%             filecell{i}='';
%         else
%             Name=dirpair(indsel(i)).name;
%             filecell{i}=fullfile(Path,subdir,Name);
%         end
%     end
%else
%    errordlg('option *|* not yet implemented')
%    return
end