phangs_isrf_pipeline.pro
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PRO phangs_isrf_pipeline
;Note: faire un chmod a+rwx * apres transfert sur alma1
;PHANGS ISRF pipeline
save_data_dir=!phangs_data_dir+'/ISRF/WORK/'
str='ls '+save_data_dir+'ngc0628_*SPIRE3.sav'
print,str
str='ls '+save_data_dir+'ngc0628_*images*.sav'
spawn,str
str='ls '+save_data_dir+'ngc0628_*seds_muse_pixels*.sav'
spawn,str
;==== make sky images
;produces _jwst_images.sav and _ref_header.sav
;/data/projects/phangs/phangs_drive/Archive/PHANGS_JWST/DR1/ngc0628/f1000w_psf_matched
phangs_make_jwst_images,source_name='ngc0628',/save,/show,/nostop
;produces _muse_filters_images.sav,_muse_data.sav, _muse_NH.sav
phangs_make_muse_filters_images,source_name='ngc0628',/save,/show,/nostop
;produces _astrosat_images.sav
phangs_make_astrosat_images,source_name='ngc0628',/save,/show,/nostop
;produces _herschel_images.sav
phangs_make_herschel_images,source_name='ngc0628',/save,/show,/nostop
;produces _HI_images.sav
phangs_make_hi_images,source_name='ngc0628',/save,/show,/nostop
;produces _CO_images.sav
phangs_make_co_images,source_name='ngc0628',/save,/show,/nostop
;produces _muse_data.sav,
phangs_make_muse_filters_data,source_name='ngc0628',/save,/show,/nostop
;==== extract SEDs on MUSE pixels
;produces _jwst_seds_muse_pixels.sav, _muse_seds_muse_pixels.sav', _astrosat_seds_muse_pixels.sav
;pointer for vid 40749, 41095, 41405, 41406, 41581 .... is not referenced in all_seds_indices
phangs_extract_seds,source_name='ngc0628'
;=== Compute ISRF prediction. This is done only at full resolution
;=== produce _isrf_min_prediction.sav, _isrf_min_prediction.fits (product)
make_phangs_ssps_isrf_prediction,source_name='ngc0628',/save
;==== Make isrf classes
;produces isrf_classes_one_ratio_on_*.fits, *_isrf_classes_map.fits, *_isrf_classes_voronoi.sav
make_phangs_isrf_classes,bidon,source_name='ngc0628',/save
make_phangs_isrf_classes,bidon,source_name='ngc0628',/do_postscripts
;make_sed_phangs_tables,/test,/show_seds ;test of plugin dustem_plugin_phangs_class_isrf.pro
;Generally very long. Do it using nohup (see make_phangs_grid.pro)
make_sed_phangs_tables,grid_type=223,isrf_class=15,/test
;...
FOR i=4L,26 DO make_sed_phangs_tables,grid_type=223,isrf_class=i
make_sed_phangs_tables,grid_type=223,isrf_class=0
;=== Fit the SEDs with the ISRF Grids
table_name_root='_MuseISRF_JWST_adaptedG0_Ypah1added_Ypah2added_adaptedYvsgadded_4Phangs_noionis'
class_min_max=0
phangs_brute_force_fit_with_isrf_grid,model='DL07',source_name='ngc0628',/include_herschel,/normalize,/fit_G0,/save $
,/subtract_star_light,/nostop,table_name_root=table_name_root,class_min_max=class_min_max
phangs_brute_force_fit_with_isrf_grid,model='DL07',source_name='ngc0628',/include_herschel,/normalize,/fit_G0,/from_restore,/subtract_star_light
;============================================================================================================
;===== NGC0628 at SPIRE3 resolution
;============================================================================================================
;resolution_filter='SPIRE3'
;ngc0628_jwst_images_SPIRE3.sav, ngc0628_ref_header_SPIRE3.sav
phangs_make_jwst_images,source_name='ngc0628',/save,/show,/nostop,resolution_filter='SPIRE3'
;ngc0628_CO_images_SPIRE3.sav
phangs_make_co_images,source_name='ngc0628',/save,/show,/nostop,resolution_filter='SPIRE3'
;ngc0628_HI_images_SPIRE3.sav
phangs_make_hi_images,source_name='ngc0628',/save,/show,/nostop,resolution_filter='SPIRE3'
;ngc0628_astrosat_data_SPIRE3.sav
phangs_make_astrosat_images,source_name='ngc0628',/save,/show,/nostop,resolution_filter='SPIRE3'
;ngc0628_muse_filters_data_SPIRE3.sav, ngc0628_muse_images_SPIRE3.sav (not produced _muse_NH_SPIRE3.sav)
phangs_make_muse_filters_images,source_name='ngc0628',/save,/show,/nostop,resolution_filter='SPIRE3'
;ngc0628_herschel_images_SPIRE3.sav
phangs_make_herschel_images,source_name='ngc0628',/save,/show,/nostop,resolution_filter='SPIRE3'
phangs_make_muse_filters_data,source_name='ngc0628',/save,/show,/nostop,resolution_filter='SPIRE3'
phangs_extract_seds,source_name='ngc0628',resolution_filter='SPIRE3'
;ngc0628_isrf_min_prediction_SPIRE3.sav
phangs_smooth_muse_isrf,'ngc0628',resolution_filter='SPIRE3',/save,/show,/nostop
make_phangs_isrf_classes,bidon,source_name='ngc0628',/save,resolution_filter='SPIRE3'
;table_name_root='_MuseISRF_JWST_adaptedG0_Ypah1added_Ypah2added_adaptedYvsgadded_4Phangs_noionis'
dustem_init
table_name_root='_logn_MuseISRF_JWST_adaptedG0_Ypah1added_Yvsgadded_4Phangs_noionis' ;rem: They also have YPAH0 added ....
phangs_brute_force_fit_with_isrf_grid,model='DL07',source_name='ngc0628',/include_herschel,/normalize,/fit_G0,/save,resolution_filter='SPIRE3' $
,/subtract_star_light,/show,/nostop,table_name_root=table_name_root,class_min_max=class_min_max
dustem_init
table_name_root='_logn_MuseISRF_JWST_adaptedG0_Ypah1added_Yvsgadded_4Phangs_noionis' ;rem: They also have YPAH0 added ....
postscripts_dir=!phangs_data_dir+'/ISRF/WORK/PS/ngc0628_SPIRE3/'
phangs_brute_force_fit_with_isrf_grid,model='DL07',source_name='ngc0628',/include_herschel,/normalize,/fit_G0,/save,resolution_filter='SPIRE3' $
,/subtract_star_light,/show,/nostop,table_name_root=table_name_root,class_min_max=class_min_max $
,/from_restore,/do_postscripts,postscripts_dir=postscripts_dir
;============================================================================================================
;===== NGC0628 at SPIRE1 resolution
;============================================================================================================
phangs_make_jwst_images,source_name='ngc0628',/save,/show,/nostop,resolution_filter='SPIRE1'
phangs_make_co_images,source_name='ngc0628',/save,/show,/nostop,resolution_filter='SPIRE1'
phangs_make_hi_images,source_name='ngc0628',/save,/show,/nostop,resolution_filter='SPIRE1'
phangs_make_astrosat_images,source_name='ngc0628',/save,/show,/nostop,resolution_filter='SPIRE1'
phangs_make_muse_filters_images,source_name='ngc0628',/save,/show,/nostop,resolution_filter='SPIRE1'
phangs_make_herschel_images,source_name='ngc0628',/save,/show,/nostop,resolution_filter='SPIRE1'
phangs_make_muse_filters_data,source_name='ngc0628',/save,/show,/nostop,resolution_filter='SPIRE1'
phangs_extract_seds,source_name='ngc0628',resolution_filter='SPIRE1'
phangs_smooth_muse_isrf,'ngc0628',resolution_filter='SPIRE1',/save,/show,/nostop
make_phangs_isrf_classes,bidon,source_name='ngc0628',/save,resolution_filter='SPIRE1'
;table_name_root='_MuseISRF_JWST_adaptedG0_Ypah1added_Ypah2added_adaptedYvsgadded_4Phangs_noionis'
dustem_init
table_name_root='_logn_MuseISRF_JWST_adaptedG0_Ypah1added_Yvsgadded_4Phangs_noionis' ;rem: They also have YPAH0 added ....
phangs_brute_force_fit_with_isrf_grid,model='DL07',source_name='ngc0628',/include_herschel,/normalize,/fit_G0,/save,resolution_filter='SPIRE1' $
,/subtract_star_light,/show,/nostop,table_name_root=table_name_root,class_min_max=class_min_max
dustem_init
table_name_root='_logn_MuseISRF_JWST_adaptedG0_Ypah1added_Yvsgadded_4Phangs_noionis' ;rem: They also have YPAH0 added ....
postscripts_dir=!phangs_data_dir+'/ISRF/WORK/PS/ngc0628_SPIRE1/'
phangs_brute_force_fit_with_isrf_grid,model='DL07',source_name='ngc0628',/include_herschel,/normalize,/fit_G0,/save,resolution_filter='SPIRE1' $
,/subtract_star_light,/show,/nostop,table_name_root=table_name_root,class_min_max=class_min_max $
,/from_restore,/do_postscripts,postscripts_dir=postscripts_dir
;J'en suis la
;============================================================================================================
;===== NGC0628 at PACS3 resolution
;============================================================================================================
;resolution_filter='PACS3'
;ngc0628_jwst_images_PACS3.sav, ngc0628_ref_header_PACS3.sav
phangs_make_jwst_images,source_name='ngc0628',/save,/show,/nostop,resolution_filter='PACS3'
phangs_make_co_images,source_name='ngc0628',/save,/show,/nostop,resolution_filter='PACS3'
phangs_make_hi_images,source_name='ngc0628',/save,/show,/nostop,resolution_filter='PACS3'
phangs_make_muse_filters_images,source_name='ngc0628',/save,/show,/nostop,resolution_filter='PACS3'
phangs_make_astrosat_images,source_name='ngc0628',/save,/show,/nostop,resolution_filter='PACS3'
phangs_make_swift_images,source_name='ngc0628',/save,/show,/nostop,resolution_filter='PACS3'
phangs_make_herschel_images,source_name='ngc0628',/save,/show,/nostop,resolution_filter='PACS3'
phangs_make_muse_filters_data,source_name='ngc0628',/save,/show,/nostop,resolution_filter='PACS3'
phangs_extract_seds,source_name='ngc0628',resolution_filter='PACS3'
phangs_smooth_muse_isrf,'ngc0628',resolution_filter='PACS3',/save,/show,/nostop
make_phangs_isrf_classes,bidon,source_name='ngc0628',/save,resolution_filter='PACS3'
phangs_make_intensity_mask,source_name='ngc0628',resolution_filter='PACS3',/show,/save
;===test new tables
dustem_init
;Test
table_name_root='_logn_MuseISRF_JWST_adaptedG0_Ypah1added_Yvsgadded_4Phangs_noionis' ;rem: They also have YPAH0 added ....
class_min_max=[15,20]
phangs_brute_force_fit_with_isrf_grid,model='DL07',source_name='ngc0628',/include_herschel,/normalize,/fit_G0,resolution_filter='PACS3' $
,/subtract_star_light,/show,/nostop,table_name_root=table_name_root,class_min_max=class_min_max,/save
;fit map using MUSE derived ISRF
table_name_root='_logn_MuseISRF_JWST_adaptedG0_Ypah1added_Yvsgadded_4Phangs_noionis_F0upext' ;Uses extended F0 range ....
class_min_max=0
;show_sed=1 & nostop=0
show_sed=0 & nostop=1
phangs_brute_force_fit_with_isrf_grid,model='DL07',source_name='ngc0628',/include_herschel,/normalize,/fit_G0,/save,resolution_filter='PACS3' $
,/subtract_star_light,show_sed=show_sed,nostop=nostop,table_name_root=table_name_root,class_min_max=class_min_max
;doing postscripts
table_name_root='_logn_MuseISRF_JWST_adaptedG0_Ypah1added_Yvsgadded_4Phangs_noionis_F0upext'
postscripts_dir=!phangs_data_dir+'/ISRF/WORK/PS/ngc0628_PACS3/'
phangs_make_figures_from_restore,model='DL07',source_name='ngc0628',/normalize,fit_G0=1,resolution_filter='PACS3' $
,/nostop,table_name_root=table_name_root $
,/do_postscripts,postscripts_dir=postscripts_dir
;Mathis ISRF
table_name_root='_logn_MuseISRF_JWST_adaptedG0_Ypah1added_Yvsgadded_4Phangs_noionis_F0upext' ;rem: They also have YPAH0 added ....
class_min_max=0
show_sed=0
phangs_brute_force_fit_with_isrf_grid,model='DL07',source_name='ngc0628',/include_herschel,/normalize,/fit_G0,/save,resolution_filter='PACS3' $
,/subtract_star_light,show_sed=show_sed,/nostop,table_name_root=table_name_root,class_min_max=class_min_max,/force_mathis
;idem from restore and do postscripts
table_name_root='_logn_MuseISRF_JWST_adaptedG0_Ypah1added_Yvsgadded_4Phangs_noionis_F0upext' ;rem: They also have YPAH0 added ....
class_min_max=0
postscripts_dir=!phangs_data_dir+'/ISRF/WORK/PS/ngc0628_PACS3_Mathis/'
phangs_make_figures_from_restore,model='DL07',source_name='ngc0628',/normalize,fit_G0=1,resolution_filter='PACS3' $
,/nostop,table_name_root=table_name_root $
,/do_postscripts,postscripts_dir=postscripts_dir,/force_mathis
;This is option A1 (using default value):
;This is when not trying to fit G0, ie, assuming same average relation between predicted F0 and F0
;This therefore has discrete values of F0 set by the grid values
table_name_root='_logn_MuseISRF_JWST_adaptedG0_Ypah1added_Yvsgadded_4Phangs_noionis' ;rem: They also have YPAH0 added ....
class_min_max=0
phangs_brute_force_fit_with_isrf_grid,model='DL07',source_name='ngc0628',/include_herschel,/normalize,fit_G0=0,set_yvsg=0,/save,resolution_filter='PACS3' $
,/subtract_star_light,/show,/nostop,table_name_root=table_name_root,class_min_max=class_min_max
;This is option A1 (using map at lower resolution):
;This is when not trying to fit G0, ie, assuming same average relation between predicted F0 and F0
;This therefore has discrete values of F0 set by the grid values
table_name_root='_logn_MuseISRF_JWST_adaptedG0_Ypah1added_Yvsgadded_4Phangs_noionis' ;rem: They also have YPAH0 added ....
class_min_max=0
data_dir=!phangs_data_dir+'/ISRF/WORK/'
source_name='ngc0628'
model='DL07'
norm_str='_normalized'
mathis_str=''
reso_str='_PACS3'
fit_G0_str=''
set_yvsg_str=''
file_save=data_dir+source_name+model+'_JWST_G0_YPAH_YVSG_maps_with-ISRFclasses'+norm_str+mathis_str+reso_str+fit_G0_str+set_yvsg_str+'.sav'
restore,file_save,/verb
restore,data_dir+source_name+'_ref_header'+reso_str+'.sav',/verb
;save,NHCO,NHI,NHmap,norm_stars_map,EBV_map,F0_map,G0_map,F0_predicted_map,G0_predicted_map,Yg1_map,Yg2_map,Yg3_map,fact_map,chi2_map,rchi2_map,dF0_map,dYg1_map,dYg2_map,dYg3_map,F0_hit_map,Yg1_hit_map,Yg2_hit_map,Yg3_hit_map,NH_values_map,residual_maps,residual_maps_perc,file=file_save
nostop=1
marginalize_method='NEAREST'
;marginalize_method='RELLIKELYHOOD'
;marginalize_method='PREDICTOR'
phangs_brute_force_fit_with_isrf_grid,model='DL07',source_name='ngc0628',/include_herschel,/normalize,fit_G0=0,set_yvsg=0,/save,resolution_filter='PACS3' $
,/subtract_star_light,/show,nostop=nostop,table_name_root=table_name_root,class_min_max=class_min_max $
,G0_option='MAP',G0_fits_map=F0_predicted_map,G0_fits_header=href,marginalize_method=marginalize_method
;This is option A1M:
;This is when not trying to fit G0 and using Mathis field
table_name_root='_logn_MuseISRF_JWST_adaptedG0_Ypah1added_Ypah2added_adaptedYvsgadded_4Phangs_noionis'
class_min_max=0
phangs_brute_force_fit_with_isrf_grid,model='DL07',source_name='ngc0628',/include_herschel,/normalize,fit_G0=0,set_yvsg=0,/save,resolution_filter='PACS3' $
,/subtract_star_light,/show,/nostop,table_name_root=table_name_root,class_min_max=class_min_max,/force_mathis
;This is option B1: ie, assuming standard Ysg
table_name_root='_logn_MuseISRF_JWST_adaptedG0_Ypah1added_Ypah2added_adaptedYvsgadded_4Phangs_noionis'
class_min_max=0
phangs_brute_force_fit_with_isrf_grid,model='DL07',source_name='ngc0628',/include_herschel,/normalize,fit_G0=1,set_yvsg=1,/save,resolution_filter='PACS3' $
,/subtract_star_light,/show,/nostop,table_name_root=table_name_root,class_min_max=class_min_max
;This is option B1, using low res Ysg, and Nearest marginalization method (This works)
table_name_root='_logn_MuseISRF_JWST_adaptedG0_Ypah1added_Yvsgadded_4Phangs_noionis'
class_min_max=0
data_dir=!phangs_data_dir+'/ISRF/WORK/'
source_name='ngc0628'
model='DL07'
norm_str='_normalized'
mathis_str=''
reso_str='_PACS3'
fit_G0_str=''
set_yvsg_str=''
file_save=data_dir+source_name+model+'_logn_JWST_G0_YPAH_YVSG_maps_with-ISRFclasses'+norm_str+mathis_str+reso_str+fit_G0_str+set_yvsg_str+'.sav'
restore,file_save,/verb
restore,data_dir+source_name+'_ref_header'+reso_str+'.sav',/verb
nostop=0
marginalize_method='NEAREST'
show_sed=0
phangs_brute_force_fit_with_isrf_grid,model='DL07',source_name='ngc0628',/include_herschel,/normalize,fit_G0=1,set_yvsg=1,/save,resolution_filter='PACS3' $
,/subtract_star_light,show_sed=show_sed,/nostop,table_name_root=table_name_root,class_min_max=class_min_max $
,yvsg_option='MAP',yvsg_fits_map=Yg3_map,yvsg_fits_header=href,marginalize_method=marginalize_method
;same as above from_restore, doing postscript files
postscripts_dir=!phangs_data_dir+'/ISRF/WORK/PS/ngc0628_PACS3_B1_NEAREST'
table_name_root='_logn_MuseISRF_JWST_adaptedG0_Ypah1added_Yvsgadded_4Phangs_noionis'
phangs_brute_force_fit_with_isrf_grid,model='DL07',source_name='ngc0628',/include_herschel,/normalize,fit_G0=1,set_yvsg=1,resolution_filter='PACS3' $
,/nostop,table_name_root=table_name_root,class_min_max=class_min_max $
,yvsg_option='MAP',yvsg_fits_map=Yg3_map,yvsg_fits_header=href,marginalize_method=marginalize_method,/from_restore,/do_postscripts,postscripts_dir=postscripts_dir
;This is option B1, using low res Ysg, and NEAREST marginalization method and Mathis field
table_name_root='_logn_MuseISRF_JWST_adaptedG0_Ypah1added_Yvsgadded_4Phangs_noionis'
class_min_max=0
data_dir=!phangs_data_dir+'/ISRF/WORK/'
source_name='ngc0628'
model='DL07'
norm_str='_normalized'
mathis_str='_MATHIS'
reso_str='_PACS3'
fit_G0_str=''
set_yvsg_str=''
file_save=data_dir+source_name+model+'_JWST_G0_YPAH_YVSG_maps_with-ISRFclasses'+norm_str+mathis_str+reso_str+fit_G0_str+set_yvsg_str+'.sav'
restore,file_save,/verb
restore,data_dir+source_name+'_ref_header'+reso_str+'.sav',/verb
nostop=0
marginalize_method='NEAREST'
show_sed=0
phangs_brute_force_fit_with_isrf_grid,model='DL07',source_name='ngc0628',/include_herschel,/normalize,fit_G0=1,set_yvsg=1,/save,resolution_filter='PACS3' $
,/subtract_star_light,show_sed=show_sed,/nostop,table_name_root=table_name_root,class_min_max=class_min_max $
,yvsg_option='MAP',yvsg_fits_map=Yg3_map,yvsg_fits_header=href,marginalize_method=marginalize_method
;same as above, from_restore, doing postscript files
postscripts_dir=!phangs_data_dir+'/ISRF/WORK/PS/ngc0628_PACS3_B1M_NEAREST'
table_name_root='_logn_MuseISRF_JWST_adaptedG0_Ypah1added_Yvsgadded_4Phangs_noionis'
phangs_brute_force_fit_with_isrf_grid,model='DL07',source_name='ngc0628',/include_herschel,/normalize,fit_G0=1,set_yvsg=1,resolution_filter='PACS3' $
,/nostop,table_name_root=table_name_root,class_min_max=class_min_max $
,yvsg_option='MAP',yvsg_fits_map=Yg3_map,yvsg_fits_header=href,marginalize_method=marginalize_method $
,/from_restore,/do_postscripts,postscripts_dir=postscripts_dir
;This is option B1, using low res Ysg, and PREDICTOR marginalization method (This does should in principle work)
table_name_root='_logn_MuseISRF_JWST_adaptedG0_Ypah1added_Yvsgadded_4Phangs_noionis'
class_min_max=0
data_dir=!phangs_data_dir+'/ISRF/WORK/'
source_name='ngc0628'
model='DL07'
norm_str='_normalized'
mathis_str=''
reso_str='_PACS3'
fit_G0_str=''
set_yvsg_str=''
file_save=data_dir+source_name+model+'_JWST_G0_YPAH_YVSG_maps_with-ISRFclasses'+norm_str+mathis_str+reso_str+fit_G0_str+set_yvsg_str+'.sav'
restore,file_save,/verb
restore,data_dir+source_name+'_ref_header'+reso_str+'.sav',/verb
nostop=0
marginalize_method='PREDICTOR'
phangs_brute_force_fit_with_isrf_grid,model='DL07',source_name='ngc0628',/include_herschel,/normalize,fit_G0=1,set_yvsg=1,/save,resolution_filter='PACS3' $
,/subtract_star_light,/show,/nostop,table_name_root=table_name_root,class_min_max=class_min_max $
,yvsg_option='MAP',yvsg_fits_map=Yg3_map,yvsg_fits_header=href,marginalize_method=marginalize_method
;============================================================================================================
;===== NGC0628 at PACS2 resolution
;============================================================================================================
phangs_make_jwst_images,source_name='ngc0628',/save,/show,/nostop,resolution_filter='PACS2'
phangs_make_co_images,source_name='ngc0628',/save,/show,/nostop,resolution_filter='PACS2'
phangs_make_hi_images,source_name='ngc0628',/save,/show,/nostop,resolution_filter='PACS2'
phangs_make_muse_filters_images,source_name='ngc0628',/save,/show,/nostop,resolution_filter='PACS2'
phangs_make_astrosat_images,source_name='ngc0628',/save,/show,/nostop,resolution_filter='PACS2'
phangs_make_herschel_images,source_name='ngc0628',/save,/show,/nostop,resolution_filter='PACS2'
phangs_make_muse_filters_data,source_name='ngc0628',/save,/show,/nostop,resolution_filter='PACS2'
phangs_extract_seds,source_name='ngc0628',resolution_filter='PACS2'
phangs_smooth_muse_isrf,'ngc0628',resolution_filter='PACS2',/save
make_phangs_isrf_classes,bidon,source_name='ngc0628',/save,resolution_filter='PACS2'
phangs_brute_force_fit_with_isrf_grid,source_name='ngc0628',/include_herschel,/normalize,/fit_G0,/save,resolution_filter='PACS2',/subtract_star_light
;This is run through make_phangs_grids.pro
;make_sed_phangs_tables,grid_type=22,isrf_class=15,/test,/show_seds
phangs_brute_force_fit_with_isrf_grid,source_name='ngc0628',model='DL07',/include_herschel,/normalize,/fit_G0,/save,resolution_filter='PACS2',/subtract_star_light
;============================================================================================================
;===== NGC0628 at PACS1 resolution (5.6")
;============================================================================================================
phangs_make_jwst_images,source_name='ngc0628',/save,/show,/nostop,resolution_filter='PACS1'
phangs_make_co_images,source_name='ngc0628',/save,/show,/nostop,resolution_filter='PACS1'
phangs_make_hi_images,source_name='ngc0628',/save,/show,/nostop,resolution_filter='PACS1'
phangs_make_muse_filters_images,source_name='ngc0628',/save,/show,/nostop,resolution_filter='PACS1'
phangs_make_astrosat_images,source_name='ngc0628',/save,/show,/nostop,resolution_filter='PACS1'
phangs_make_herschel_images,source_name='ngc0628',/save,/show,/nostop,resolution_filter='PACS1'
phangs_make_muse_filters_data,source_name='ngc0628',/save,/show,/nostop,resolution_filter='PACS1'
phangs_extract_seds,source_name='ngc0628',resolution_filter='PACS1'
phangs_smooth_muse_isrf,'ngc0628',resolution_filter='PACS1',/save,/nostop
make_phangs_isrf_classes,bidon,source_name='ngc0628',/save,resolution_filter='PACS1'
dustem_init
table_name_root='_orig_MuseISRF_JWST_adaptedG0_Ypah1added_Yvsgadded_4Phangs_noionis'
;class_min_max=[12,15]
phangs_brute_force_fit_with_isrf_grid,model='DL07',source_name='ngc0628',/include_herschel,/normalize,/fit_G0,/save,resolution_filter='PACS1' $
,/subtract_star_light,/show,/nostop,table_name_root=table_name_root,class_min_max=class_min_max
table_name_root='_MuseISRF_JWST_adaptedG0_Ypah1added_Ypah2added_adaptedYvsgadded_4Phangs_noionis'
class_min_max=0
phangs_brute_force_fit_with_isrf_grid,model='DL07',source_name='ngc0628',/include_herschel,/normalize,/fit_G0,/save,resolution_filter='PACS1' $
,/subtract_star_light,/show,/nostop,table_name_root=table_name_root,class_min_max=class_min_max
table_name_root='_MuseISRF_JWST_adaptedG0_Ypah1added_Ypah2added_adaptedYvsgadded_4Phangs_noionis'
class_min_max=0
phangs_brute_force_fit_with_isrf_grid,model='DL07',source_name='ngc0628',/include_herschel,/normalize,/fit_G0,/save,resolution_filter='PACS1' $
,/subtract_star_light,/show,/nostop,table_name_root=table_name_root,class_min_max=class_min_max,/from_restore,/do_postscripts
;=== fit with G0 fixed
table_name_root='_MuseISRF_JWST_adaptedG0_Ypah1added_Ypah2added_adaptedYvsgadded_4Phangs_noionis'
class_min_max=0
phangs_brute_force_fit_with_isrf_grid,model='DL07',source_name='ngc0628',/include_herschel,/normalize,fit_G0=0,/save,resolution_filter='PACS1' $
,/subtract_star_light,/show,/nostop,table_name_root=table_name_root,class_min_max=class_min_max
;=== fit with G0 fixed, forcing Mathis. Does not work because there was no notion of F0_predicted for Mathis
table_name_root='_MuseISRF_JWST_adaptedG0_Ypah1added_Ypah2added_adaptedYvsgadded_4Phangs_noionis'
class_min_max=0
phangs_brute_force_fit_with_isrf_grid,model='DL07',source_name='ngc0628',/include_herschel,/normalize,fit_G0=0,/save,resolution_filter='PACS1' $
,/subtract_star_light,/show,/nostop,table_name_root=table_name_root,class_min_max=class_min_max,/force_mathis
;This is option PACS1_A1_NEAREST
table_name_root='_MuseISRF_JWST_adaptedG0_Ypah1added_Ypah2added_adaptedYvsgadded_4Phangs_noionis'
class_min_max=0
data_dir=!phangs_data_dir+'/ISRF/WORK/'
source_name='ngc0628'
model='DL07'
norm_str='_normalized'
mathis_str=''
reso_str='_PACS3'
fit_G0_str=''
set_yvsg_str=''
file_save=data_dir+source_name+model+'_JWST_G0_YPAH_YVSG_maps_with-ISRFclasses'+norm_str+mathis_str+reso_str+fit_G0_str+set_yvsg_str+'.sav'
restore,file_save,/verb
restore,data_dir+source_name+'_ref_header'+reso_str+'.sav',/verb
;save,NHCO,NHI,NHmap,norm_stars_map,EBV_map,F0_map,G0_map,F0_predicted_map,G0_predicted_map,Yg1_map,Yg2_map,Yg3_map,fact_map,chi2_map,rchi2_map,dF0_map,dYg1_map,dYg2_map,dYg3_map,F0_hit_map,Yg1_hit_map,Yg2_hit_map,Yg3_hit_map,NH_values_map,residual_maps,residual_maps_perc,file=file_save
nostop=1
marginalize_method='NEAREST'
;marginalize_method='RELLIKELYHOOD'
;marginalize_method='PREDICTOR'
phangs_brute_force_fit_with_isrf_grid,model='DL07',source_name='ngc0628',/include_herschel,/normalize,fit_G0=0,set_yvsg=0,/save,resolution_filter='PACS1' $
,/subtract_star_light,/show,nostop=nostop,table_name_root=table_name_root,class_min_max=class_min_max $
,G0_option='MAP',G0_fits_map=F0_predicted_map,G0_fits_header=href,marginalize_method=marginalize_method
;This is option PACS1_A1_NEAREST
table_name_root='_MuseISRF_JWST_adaptedG0_Ypah1added_Ypah2added_adaptedYvsgadded_4Phangs_noionis'
class_min_max=0
data_dir=!phangs_data_dir+'/ISRF/WORK/'
source_name='ngc0628'
model='DL07'
norm_str='_normalized'
mathis_str=''
reso_str='_PACS3'
fit_G0_str=''
set_yvsg_str=''
file_save=data_dir+source_name+model+'_JWST_G0_YPAH_YVSG_maps_with-ISRFclasses'+norm_str+mathis_str+reso_str+fit_G0_str+set_yvsg_str+'.sav'
restore,file_save,/verb
restore,data_dir+source_name+'_ref_header'+reso_str+'.sav',/verb
;save,NHCO,NHI,NHmap,norm_stars_map,EBV_map,F0_map,G0_map,F0_predicted_map,G0_predicted_map,Yg1_map,Yg2_map,Yg3_map,fact_map,chi2_map,rchi2_map,dF0_map,dYg1_map,dYg2_map,dYg3_map,F0_hit_map,Yg1_hit_map,Yg2_hit_map,Yg3_hit_map,NH_values_map,residual_maps,residual_maps_perc,file=file_save
nostop=1
marginalize_method='NEAREST'
;marginalize_method='RELLIKELYHOOD'
;marginalize_method='PREDICTOR'
postscripts_dir=!phangs_data_dir+'/ISRF/WORK/PS/ngc0628_PACS1_A1_NEAREST'
phangs_brute_force_fit_with_isrf_grid,model='DL07',source_name='ngc0628',/include_herschel,/normalize,fit_G0=0,set_yvsg=0,/save,resolution_filter='PACS1' $
,/subtract_star_light,/show,nostop=nostop,table_name_root=table_name_root,class_min_max=class_min_max $
,G0_option='MAP',G0_fits_map=F0_predicted_map,G0_fits_header=href,marginalize_method=marginalize_method $
,/from_restore,/do_postscripts,postscripts_dir=postscripts_dir
;PACS1_B1_NEAREST
table_name_root='_MuseISRF_JWST_adaptedG0_Ypah1added_Ypah2added_adaptedYvsgadded_4Phangs_noionis'
class_min_max=0
data_dir=!phangs_data_dir+'/ISRF/WORK/'
source_name='ngc0628'
model='DL07'
norm_str='_normalized'
mathis_str=''
reso_str='_PACS3'
fit_G0_str=''
set_yvsg_str=''
file_save=data_dir+source_name+model+'_JWST_G0_YPAH_YVSG_maps_with-ISRFclasses'+norm_str+mathis_str+reso_str+fit_G0_str+set_yvsg_str+'.sav'
restore,file_save,/verb
restore,data_dir+source_name+'_ref_header'+reso_str+'.sav',/verb
nostop=0
marginalize_method='NEAREST'
phangs_brute_force_fit_with_isrf_grid,model='DL07',source_name='ngc0628',/include_herschel,/normalize,fit_G0=1,set_yvsg=1,/save,resolution_filter='PACS1' $
,/subtract_star_light,/show,/nostop,table_name_root=table_name_root,class_min_max=class_min_max $
,yvsg_option='MAP',yvsg_fits_map=Yg3_map,yvsg_fits_header=href,marginalize_method=marginalize_method
;PACS1_B1_NEAREST
table_name_root='_MuseISRF_JWST_adaptedG0_Ypah1added_Ypah2added_adaptedYvsgadded_4Phangs_noionis'
class_min_max=0
data_dir=!phangs_data_dir+'/ISRF/WORK/'
source_name='ngc0628'
model='DL07'
norm_str='_normalized'
mathis_str=''
reso_str='_PACS3'
fit_G0_str=''
set_yvsg_str=''
file_save=data_dir+source_name+model+'_JWST_G0_YPAH_YVSG_maps_with-ISRFclasses'+norm_str+mathis_str+reso_str+fit_G0_str+set_yvsg_str+'.sav'
restore,file_save,/verb
restore,data_dir+source_name+'_ref_header'+reso_str+'.sav',/verb
nostop=0
marginalize_method='NEAREST'
postscripts_dir=!phangs_data_dir+'/ISRF/WORK/PS/ngc0628_PACS1_B1_NEAREST'
phangs_brute_force_fit_with_isrf_grid,model='DL07',source_name='ngc0628',/include_herschel,/normalize,fit_G0=1,set_yvsg=1,/save,resolution_filter='PACS1' $
,/subtract_star_light,/show,/nostop,table_name_root=table_name_root,class_min_max=class_min_max $
,yvsg_option='MAP',yvsg_fits_map=Yg3_map,yvsg_fits_header=href,marginalize_method=marginalize_method $
,/from_restore,/do_postscripts,postscripts_dir=postscripts_dir
;PACS1_B1M_NEAREST
table_name_root='_MuseISRF_JWST_adaptedG0_Ypah1added_Ypah2added_adaptedYvsgadded_4Phangs_noionis'
class_min_max=0
data_dir=!phangs_data_dir+'/ISRF/WORK/'
source_name='ngc0628'
model='DL07'
norm_str='_normalized'
mathis_str=''
reso_str='_PACS3'
fit_G0_str=''
set_yvsg_str=''
file_save=data_dir+source_name+model+'_JWST_G0_YPAH_YVSG_maps_with-ISRFclasses'+norm_str+mathis_str+reso_str+fit_G0_str+set_yvsg_str+'.sav'
restore,file_save,/verb
restore,data_dir+source_name+'_ref_header'+reso_str+'.sav',/verb
nostop=0
marginalize_method='NEAREST'
force_mathis=1
phangs_brute_force_fit_with_isrf_grid,model='DL07',source_name='ngc0628',/include_herschel,/normalize,fit_G0=1,set_yvsg=1,/save,resolution_filter='PACS1' $
,/subtract_star_light,/show,/nostop,table_name_root=table_name_root,class_min_max=class_min_max $
,yvsg_option='MAP',yvsg_fits_map=Yg3_map,yvsg_fits_header=href,marginalize_method=marginalize_method,force_mathis=force_mathis
;PACS1_B1M_NEAREST
table_name_root='_MuseISRF_JWST_adaptedG0_Ypah1added_Ypah2added_adaptedYvsgadded_4Phangs_noionis'
class_min_max=0
data_dir=!phangs_data_dir+'/ISRF/WORK/'
source_name='ngc0628'
model='DL07'
norm_str='_normalized'
mathis_str=''
reso_str='_PACS3'
fit_G0_str=''
set_yvsg_str=''
file_save=data_dir+source_name+model+'_JWST_G0_YPAH_YVSG_maps_with-ISRFclasses'+norm_str+mathis_str+reso_str+fit_G0_str+set_yvsg_str+'.sav'
restore,file_save,/verb
restore,data_dir+source_name+'_ref_header'+reso_str+'.sav',/verb
nostop=0
marginalize_method='NEAREST'
force_mathis=1
postscripts_dir=!phangs_data_dir+'/ISRF/WORK/PS/ngc0628_PACS1_B1M_NEAREST'
phangs_brute_force_fit_with_isrf_grid,model='DL07',source_name='ngc0628',/include_herschel,/normalize,fit_G0=1,set_yvsg=1,/save,resolution_filter='PACS1' $
,/subtract_star_light,/show,/nostop,table_name_root=table_name_root,class_min_max=class_min_max $
,yvsg_option='MAP',yvsg_fits_map=Yg3_map,yvsg_fits_header=href,marginalize_method=marginalize_method,force_mathis=force_mathis $
,/from_restore,/do_postscripts,postscripts_dir=postscripts_dir
;============================================================================================================
;===== NGC0628 at 3 arcsec (MUSE) resolution (which is galaxy dependent)
;============================================================================================================
resolution_value=3./60.^2
phangs_make_jwst_images,source_name='ngc0628',/save,/show,/nostop,resolution_value=3./60.^2
phangs_make_co_images,source_name='ngc0628',/save,/show,/nostop,resolution_value=3./60.^2
phangs_make_hi_images,source_name='ngc0628',/save,/show,/nostop,resolution_value=3./60.^2
phangs_make_muse_filters_images,source_name='ngc0628',/save,/show,/nostop,resolution_value=3./60.^2
phangs_make_astrosat_images,source_name='ngc0628',/save,/show,/nostop,resolution_value=3./60.^2
phangs_make_herschel_images,source_name='ngc0628',/save,/show,/nostop,resolution_value=3./60.^2
phangs_make_muse_filters_data,source_name='ngc0628',/save,/show,/nostop,resolution_value=3./60.^2
;==== J'en suis la.
;This Will take about a week on my mac ...
phangs_extract_seds,source_name='ngc0628',resolution_value=3./60.^2
phangs_smooth_muse_isrf,'ngc0628',resolution_value=3./60.^2,/save,/nostop
;============================================================================================================
;===== NGC0628 at 1 arcsec (MUSE) resolution (which is galaxy dependent)
;============================================================================================================
resolution_value=1./60.^2
phangs_make_jwst_images,source_name='ngc0628',/save,/show,/nostop,resolution_value=1./60.^2
phangs_make_co_images,source_name='ngc0628',/save,/show,/nostop,resolution_value=1./60.^2
phangs_make_hi_images,source_name='ngc0628',/save,/show,/nostop,resolution_value=1./60.^2
phangs_make_muse_filters_images,source_name='ngc0628',/save,/show,/nostop,resolution_value=1./60.^2
phangs_make_astrosat_images,source_name='ngc0628',/save,/show,/nostop,resolution_value=1./60.^2
phangs_make_herschel_images,source_name='ngc0628',/save,/show,/nostop,resolution_value=1./60.^2
phangs_make_muse_filters_data,source_name='ngc0628',/save,/show,/nostop,resolution_value=1./60.^2
phangs_make_intensity_mask,source_name='ngc0628',resolution_value=1./60.^2,/show,/save
;This took 3 days on my mac ...
phangs_extract_seds,source_name='ngc0628',resolution_value=1./60.^2
phangs_smooth_muse_isrf,'ngc0628',resolution_value=1./60.^2,/save,/nostop
make_phangs_isrf_classes,bidon,source_name='ngc0628',/save,resolution_value=1./60.^2
;ngc0628_1arcsec_B1_NEAREST (1arcsec_B1_NEAREST)
table_name_root='_logn_MuseISRF_JWST_adaptedG0_Ypah1added_Yvsgadded_4Phangs_noionis_F0upext'
class_min_max=0
data_dir=!phangs_data_dir+'/ISRF/WORK/'
source_name='ngc0628'
model='DL07'
norm_str='_normalized'
mathis_str=''
reso_str='_PACS3'
fit_G0_str=''
set_yvsg_str=''
file_save=data_dir+source_name+model+'_JWST_G0_YPAH_YVSG_maps_with-ISRFclasses'+norm_str+mathis_str+reso_str+fit_G0_str+set_yvsg_str+'.sav'
restore,file_save,/verb
restore,data_dir+source_name+'_ref_header'+reso_str+'.sav',/verb
nostop=1
show_sed=0
marginalize_method='NEAREST'
phangs_brute_force_fit_with_isrf_grid,model='DL07',source_name='ngc0628',/include_herschel,/normalize,fit_G0=1,set_yvsg=1,/save,resolution_value=1./60.^2 $
,/subtract_star_light,show_sed=show_sed,/nostop,table_name_root=table_name_root,class_min_max=class_min_max $
,yvsg_option='MAP',yvsg_fits_map=Yg3_map,yvsg_fits_header=href,marginalize_method=marginalize_method,/silent
;doing postscripts, using phangs_make_figures_from_restore
table_name_root='_logn_MuseISRF_JWST_adaptedG0_Ypah1added_Yvsgadded_4Phangs_noionis_F0upext'
postscripts_dir=!phangs_data_dir+'/ISRF/WORK/PS/ngc0628_1arcsec_B1_NEAREST'
phangs_make_figures_from_restore,model='DL07',source_name='ngc0628',/normalize,fit_G0=1,set_yvsg=1,resolution_value=1./60.^2 $
,/nostop,table_name_root=table_name_root $
,/do_postscripts,postscripts_dir=postscripts_dir,/no_MC
;ngc0628_1arcsec_B1M_NEAREST (1arcsec_B1M_NEAREST) Mathis
table_name_root='_logn_MuseISRF_JWST_adaptedG0_Ypah1added_Yvsgadded_4Phangs_noionis_F0upext'
class_min_max=0
data_dir=!phangs_data_dir+'/ISRF/WORK/'
source_name='ngc0628'
model='DL07'
norm_str='_normalized'
mathis_str='_MATHIS'
reso_str='_PACS3'
fit_G0_str=''
set_yvsg_str=''
file_save=data_dir+source_name+model+'_JWST_G0_YPAH_YVSG_maps_with-ISRFclasses'+norm_str+mathis_str+reso_str+fit_G0_str+set_yvsg_str+'.sav'
restore,file_save,/verb
restore,data_dir+source_name+'_ref_header'+reso_str+'.sav',/verb
nostop=1
;show_sed=1 & silent=0
show_sed=0 & silent=1
marginalize_method='NEAREST'
force_mathis=1
phangs_brute_force_fit_with_isrf_grid,model='DL07',source_name='ngc0628',/include_herschel,/normalize,fit_G0=1,set_yvsg=1,/save,resolution_value=1./60.^2 $
,/subtract_star_light,show_sed=show_sed,/nostop,table_name_root=table_name_root,class_min_max=class_min_max $
,yvsg_option='MAP',yvsg_fits_map=Yg3_map,yvsg_fits_header=href,marginalize_method=marginalize_method,force_mathis=force_mathis $
,silent=silent
;doing postscripts
table_name_root='_logn_MuseISRF_JWST_adaptedG0_Ypah1added_Yvsgadded_4Phangs_noionis_F0upext'
postscripts_dir=!phangs_data_dir+'/ISRF/WORK/PS/ngc0628_1arcsec_B1M_NEAREST'
phangs_make_figures_from_restore,model='DL07',source_name='ngc0628',/normalize,fit_G0=1,set_yvsg=1,resolution_value=1./60.^2,/force_mathis $
,/nostop,table_name_root=table_name_root $
,/do_postscripts,postscripts_dir=postscripts_dir
;J'en suis la
;ngc0628_1arcsec_B1M_NEAREST (1arcsec_B1M_NEAREST)
table_name_root='_MuseISRF_JWST_adaptedG0_Ypah1added_Ypah2added_adaptedYvsgadded_4Phangs_noionis'
class_min_max=0
data_dir=!phangs_data_dir+'/ISRF/WORK/'
source_name='ngc0628'
model='DL07'
norm_str='_normalized'
mathis_str=''
reso_str='_PACS3'
fit_G0_str=''
set_yvsg_str=''
file_save=data_dir+source_name+model+'_JWST_G0_YPAH_YVSG_maps_with-ISRFclasses'+norm_str+mathis_str+reso_str+fit_G0_str+set_yvsg_str+'.sav'
restore,file_save,/verb
restore,data_dir+source_name+'_ref_header'+reso_str+'.sav',/verb
nostop=0
marginalize_method='NEAREST'
postscripts_dir=!phangs_data_dir+'/ISRF/WORK/PS/ngc0628_1arcsec_B1M_NEAREST'
force_mathis=1
phangs_brute_force_fit_with_isrf_grid,model='DL07',source_name='ngc0628',/include_herschel,/normalize,fit_G0=1,set_yvsg=1,/save,resolution_value=1./60.^2 $
,/subtract_star_light,/show,/nostop,table_name_root=table_name_root,class_min_max=class_min_max $
,yvsg_option='MAP',yvsg_fits_map=Yg3_map,yvsg_fits_header=href,marginalize_method=marginalize_method,force_mathis=force_mathis $
,/from_restore,/do_postscripts,postscripts_dir=postscripts_dir
;==== J'en suis la.
;============================================================================================================
;===== NGC0628 at MIRI11 resolution (0.67")
;============================================================================================================
phangs_make_jwst_images,source_name='ngc0628',/save,/show,/nostop,resolution_filter='MIRI11'
phangs_make_co_images,source_name='ngc0628',/save,/show,/nostop,resolution_filter='MIRI11'
phangs_make_hi_images,source_name='ngc0628',/save,/show,/nostop,resolution_filter='MIRI11'
;=== This has problems, since the resolution of the MIRI11 data is higher than the Muse resolution of 1 arcsec ... We should limit resolution to that of Muse
;(which is galaxy dependent)
phangs_make_muse_filters_images,source_name='ngc0628',/save,/show,/nostop,resolution_filter='MIRI11'
phangs_make_astrosat_images,source_name='ngc0628',/save,/show,/nostop,resolution_filter='MIRI11'
phangs_make_herschel_images,source_name='ngc0628',/save,/show,/nostop,resolution_filter='MIRI11'
phangs_make_muse_filters_data,source_name='ngc0628',/save,/show,/nostop,resolution_filter='MIRI11'
;This *took about a week on my mac* ...
phangs_extract_seds,source_name='ngc0628',resolution_filter='MIRI11'
phangs_smooth_muse_isrf,'ngc0628',resolution_filter='MIRI11',/save,/nostop
;This does not work. Because phangs_make_muse_filters_images does not produce images at that resolution ...
make_phangs_isrf_classes,bidon,source_name='ngc0628',/save,resolution_filter='MIRI11'
;MIRI11_B1_NEAREST
table_name_root='_MuseISRF_JWST_adaptedG0_Ypah1added_Ypah2added_adaptedYvsgadded_4Phangs_noionis'
class_min_max=0
data_dir=!phangs_data_dir+'/ISRF/WORK/'
source_name='ngc0628'
model='DL07'
norm_str='_normalized'
mathis_str=''
reso_str='_PACS3'
fit_G0_str=''
set_yvsg_str=''
file_save=data_dir+source_name+model+'_JWST_G0_YPAH_YVSG_maps_with-ISRFclasses'+norm_str+mathis_str+reso_str+fit_G0_str+set_yvsg_str+'.sav'
restore,file_save,/verb
restore,data_dir+source_name+'_ref_header'+reso_str+'.sav',/verb
nostop=0
marginalize_method='NEAREST'
phangs_brute_force_fit_with_isrf_grid,model='DL07',source_name='ngc0628',/include_herschel,/normalize,fit_G0=1,set_yvsg=1,/save,resolution_filter='MIRI11' $
,/subtract_star_light,/show,/nostop,table_name_root=table_name_root,class_min_max=class_min_max $
,yvsg_option='MAP',yvsg_fits_map=Yg3_map,yvsg_fits_header=href,marginalize_method=marginalize_method
;===== j'en suis la sur mon mac
;adapting grids to range of G0 and Ysvg ofor DL07 as observed in NGC0628
make_sed_phangs_tables,grid_type=221,isrf_class=20
phangs_smooth_muse_isrf,'ngc0628',resolution_filter='MIRI11',/save,/nostop
make_phangs_isrf_classes,bidon,source_name='ngc0628',/save,resolution_filter='MIRI11'
phangs_brute_force_fit_with_isrf_grid,source_name='ngc0628',model='DL07',/include_herschel,/normalize,/fit_G0,/save,resolution_filter='PACS1',/subtract_star_light
phangs_brute_force_fit_with_isrf_grid,source_name='ngc0628',/include_herschel,/normalize,/fit_G0,/from_restore,resolution_filter='PACS3'
plot_phangs_ssps_against_uv_fast,bidon
;==== Check the classes and do a plot
;==== produce ngc0682_isrf_classes_one_ratio.sav
;==== requires : ngc0628_astrosat_voronoi_prediction_fast.sav
check_phangs_ssps_isrf_prediction,/show_map
;fit_phangs_ngc0628_nir_continuum,/from_restore,/show_plots ;fit seds of some voronoi bins
;fit_phangs_ngc0628_nir_continuum,/from_restore,/brute_force
;fit_phangs_ngc0628_nir_continuum,/from_restore,/grid_brute_force
;=== Compute ISRF prediction. This is done only at full resolution
make_phangs_ssps_isrf_prediction,source_name='ngc0628',/save
check_phangs_ssps_isrf_prediction
;==== Make isrf classes
make_phangs_isrf_classes,bidon,source_name='ngc0628',/fits
;=== had to convert previous grids like this:
convert_all_grid_tables_from_v1_to_v2
;=== Fit the SEDs with the ISRF Grids
phangs_brute_force_fit_with_isrf_grid,source_name='ngc0628',/include_herschel,/normalize,/fit_G0,/save
phangs_brute_force_fit_with_isrf_grid,source_name='ngc0628',/include_herschel,/normalize,/fit_G0,/from_restore
;============================================================================================================
;===== NGC0628 at SPIRE3 resolution
;============================================================================================================
;resolution_filter='SPIRE3'
;ngc0628_jwst_images_SPIRE3.sav, ngc0628_ref_header_SPIRE3.sav
phangs_make_jwst_images,source_name='ngc0628',/save,/show,/nostop,resolution_filter='SPIRE3'
;ngc0628_CO_images_SPIRE3.sav
phangs_make_co_images,source_name='ngc0628',/save,/show,/nostop,resolution_filter='SPIRE3'
;ngc0628_HI_images_SPIRE3.sav
phangs_make_hi_images,source_name='ngc0628',/save,/show,/nostop,resolution_filter='SPIRE3'
;ngc0628_astrosat_data_SPIRE3.sav
phangs_make_astrosat_images,source_name='ngc0628',/save,/show,/nostop,resolution_filter='SPIRE3'
;ngc0628_muse_filters_data_SPIRE3.sav, ngc0628_muse_images_SPIRE3.sav (not produced _muse_NH_SPIRE3.sav)
phangs_make_muse_filters_images,source_name='ngc0628',/save,/show,/nostop,resolution_filter='SPIRE3'
;ngc0628_herschel_images_SPIRE3.sav
phangs_make_herschel_images,source_name='ngc0628',/save,/show,/nostop,resolution_filter='SPIRE3'
phangs_make_muse_filters_data,source_name='ngc0628',/save,/show,/nostop,resolution_filter='SPIRE3'
;ngc0628_jwst_seds_muse_pixels_SPIRE3.sav,ngc0628_seds_indices_SPIRE3.sav,ngc0628_muse_seds_muse_pixels_SPIRE3.sav
;ngc0628_astrosat_seds_muse_pixels_SPIRE3.sav,ngc0628_herschel_seds_muse_pixels_SPIRE3.sav,ngc0628_all_seds_muse_pixels_SPIRE3.sav
phangs_extract_seds,source_name='ngc0628',resolution_filter='SPIRE3',/reset_seds
;ngc0628_isrf_min_prediction_SPIRE3.sav
phangs_smooth_muse_isrf,'ngc0628',resolution_filter='SPIRE3',/save
;isrf_classes_one_ratio_on_ngc0628_SPIRE3.fits,ngc0628_isrf_classes_map_SPIRE3.fits,ngc0628_isrf_classes_voronoi_SPIRE3.sav
make_phangs_isrf_classes,bidon,source_name='ngc0628',/fits,resolution_filter='SPIRE3'
;J'en SUIS LA
phangs_brute_force_fit_with_isrf_grid,source_name='ngc0628',/include_herschel,/normalize,/fit_G0,/save,resolution_filter='SPIRE3'
;J'en SUIS LA
phangs_make_jwst_images,source_name='ngc0628',/save,/show,/nostop,resolution_filter='PACS3'
phangs_make_co_images,source_name='ngc0628',/save,/show,/nostop,resolution_filter='PACS3'
phangs_make_hi_images,source_name='ngc0628',/save,/show,/nostop,resolution_filter='PACS3'
phangs_make_astrosat_images,source_name='ngc0628',/save,/show,/nostop,resolution_filter='PACS3'
phangs_make_muse_filters_images,source_name='ngc0628',/save,/show,/nostop,resolution_filter='PACS3'
phangs_make_herschel_images,source_name='ngc0628',/save,/show,/nostop,resolution_filter='PACS3'
phangs_extract_seds,source_name='ngc0628',resolution_filter='PACS3'
;=== smooth MUSE isrfs to a given resolution
;phangs_smooth_muse_isrf,'ngc0628',resolution_filter='PACS3',/test
phangs_smooth_muse_isrf,'ngc0628',resolution_filter='PACS3',/save
;==== Make isrf classes
make_phangs_isrf_classes,bidon,source_name='ngc0628',/fits,resolution_filter='PACS3'
phangs_smooth_muse_isrf,'ngc0628',reso_filter='SPIRE1',/save
;===============================
;=== NGC3351
;===============================
;Note: faire un chmod a+rwx * apres transfert sur alma1
;produces _jwst_images.sav and _ref_header.sav
phangs_make_jwst_images,source_name='ngc3351',/save,/show,/nostop
;produces _muse_filters_data.sav,_muse_images.sav, _muse_NH.sav
phangs_make_muse_filters_images,source_name='ngc3351',/save,/show,/nostop
;produces _astrosat_data.sav
phangs_make_astrosat_images,source_name='ngc3351',/save,/show,/nostop
;produces _herschel_images.sav
phangs_make_herschel_images,source_name='ngc3351',/save,/show,/nostop
phangs_make_hi_images,source_name='ngc3351',/save,/show,/nostop
phangs_make_co_images,source_name='ngc3351',/save,/show,/nostop
phangs_make_muse_filters_data,source_name='ngc3351',/save,/show,/nostop
phangs_extract_seds,source_name='ngc3351'
;weirdly here, the muse factors are not close to 1, when they are for NGC0628 ... why ??
make_phangs_ssps_isrf_prediction,source_name='ngc3351',/save
make_phangs_isrf_classes,source_name='ngc3351',/save,/do_postscripts
table_name_root='_logn_MuseISRF_JWST_adaptedG0_Ypah1added_Yvsgadded_4Phangs_noionis'
show_sed=0
phangs_brute_force_fit_with_isrf_grid,model='DL07',table_name_root=table_name_root,source_name='ngc3351',/include_herschel,/normalize,/fit_G0,show_sed=show_sed,/subtract_star_light,/nostop
;J'en SUIS LA
;=== NGC3351 @ SPIRE3
phangs_make_jwst_images,source_name='ngc3351',/save,/show,/nostop,resolution_filter='SPIRE3'
phangs_make_co_images,source_name='ngc3351',/save,/show,/nostop,resolution_filter='SPIRE3'
phangs_make_hi_images,source_name='ngc3351',/save,/show,/nostop,resolution_filter='SPIRE3'
phangs_make_muse_filters_images,source_name='ngc3351',/save,/show,/nostop,resolution_filter='SPIRE3'
;=== caution, not all astrosat filters present for ngc3351. Just hit .c
phangs_make_astrosat_images,source_name='ngc3351',/save,/show,/nostop,resolution_filter='SPIRE3'
phangs_make_herschel_images,source_name='ngc3351',/save,/show,/nostop,resolution_filter='SPIRE3'
phangs_make_muse_filters_data,source_name='ngc3351',/save,/show,/nostop,resolution_filter='SPIRE3'
phangs_extract_seds,source_name='ngc3351',resolution_filter='SPIRE3'
phangs_smooth_muse_isrf,'ngc3351',resolution_filter='SPIRE3',/save,/show,/nostop
make_phangs_isrf_classes,bidon,source_name='ngc3351',/save,resolution_filter='SPIRE3',/do_postscripts
;brute-force fit with ISRF classes
table_name_root='_logn_MuseISRF_JWST_adaptedG0_Ypah1added_Yvsgadded_4Phangs_noionis' ;rem: They also have YPAH0 added ....
class_min_max=0
show_sed=1
phangs_brute_force_fit_with_isrf_grid,model='DL07',source_name='ngc3351',/include_herschel,/normalize,/fit_G0,/save,resolution_filter='SPIRE3' $
,/subtract_star_light,show_sed=show_sed,/nostop,table_name_root=table_name_root,class_min_max=class_min_max
postscripts_dir=!phangs_data_dir+'/ISRF/WORK/PS/ngc3351_SPIRE3/'
phangs_brute_force_fit_with_isrf_grid,model='DL07',source_name='ngc3351',/include_herschel,/normalize,/fit_G0,resolution_filter='SPIRE3' $
,/subtract_star_light,show_sed=show_sed,/nostop,table_name_root=table_name_root,class_min_max=class_min_max $
,/from_restore,/do_postscripts,postscripts_dir=postscripts_dir
;J'en SUIS LA
;=== NGC3351 @ PACS3
;produces _jwst_images.sav and _ref_header.sav
phangs_make_jwst_images,source_name='ngc3351',/save,/show,/nostop,resolution_filter='PACS3'
phangs_make_hi_images,source_name='ngc3351',/save,/show,/nostop,resolution_filter='PACS3'
phangs_make_co_images,source_name='ngc3351',/save,/show,/nostop,resolution_filter='PACS3'
;produces _muse_filters_data.sav,_muse_images.sav, _muse_NH.sav
phangs_make_muse_filters_images,source_name='ngc3351',/save,/show,/nostop,resolution_filter='PACS3'
;produces _astrosat_data.sav
phangs_make_astrosat_images,source_name='ngc3351',/save,/show,/nostop,resolution_filter='PACS3'
;produces _herschel_images.sav
phangs_make_herschel_images,source_name='ngc3351',/save,/show,/nostop,resolution_filter='PACS3'
phangs_make_muse_filters_data,source_name='ngc3351',/save,/show,/nostop,resolution_filter='PACS3'
phangs_extract_seds,source_name='ngc3351',resolution_filter='PACS3'
phangs_smooth_muse_isrf,'ngc3351',resolution_filter='PACS3',/save,/show,/nostop
make_phangs_isrf_classes,bidon,source_name='ngc3351',/save,resolution_filter='PACS3',/do_postscripts
;brute-force fit with ISRF classes
table_name_root='_logn_MuseISRF_JWST_adaptedG0_Ypah1added_Yvsgadded_4Phangs_noionis' ;rem: They also have YPAH0 added ....
class_min_max=0
show_sed=1
phangs_brute_force_fit_with_isrf_grid,model='DL07',source_name='ngc3351',/include_herschel,/normalize,/fit_G0,/save,resolution_filter='PACS3' $
,/subtract_star_light,show_sed=show_sed,/nostop,table_name_root=table_name_root,class_min_max=class_min_max
dustem_init
postscripts_dir=!phangs_data_dir+'/ISRF/WORK/PS/ngc3351_PACS3/'
phangs_brute_force_fit_with_isrf_grid,model='DL07',source_name='ngc3351',/include_herschel,/normalize,/fit_G0,resolution_filter='PACS3' $
,/subtract_star_light,show_sed=show_sed,/nostop,class_min_max=class_min_max $
,/from_restore,/do_postscripts,postscripts_dir=postscripts_dir
;J'en SUIS LA
;============================================================================================================
;===== NGC3351 at 1 arcsec (MUSE) resolution (which is galaxy dependent)
;============================================================================================================
;produces _jwst_images.sav and _ref_header.sav
phangs_make_jwst_images,source_name='ngc3351',/save,/show,/nostop,resolution_value=1./60.^2
phangs_make_hi_images,source_name='ngc3351',/save,/show,/nostop,resolution_value=1./60.^2
phangs_make_co_images,source_name='ngc3351',/save,/show,/nostop,resolution_value=1./60.^2
;produces _muse_filters_data.sav,_muse_images.sav, _muse_NH.sav
phangs_make_muse_filters_images,source_name='ngc3351',/save,/show,/nostop,resolution_value=1./60.^2
;produces _astrosat_data.sav
phangs_make_astrosat_images,source_name='ngc3351',/save,/show,/nostop,resolution_value=1./60.^2
;produces _herschel_images.sav
phangs_make_herschel_images,source_name='ngc3351',/save,/show,/nostop,resolution_value=1./60.^2
phangs_make_muse_filters_data,source_name='ngc3351',/save,/show,/nostop,resolution_value=1./60.^2
phangs_extract_seds,source_name='ngc3351',resolution_value=1./60.^2
phangs_smooth_muse_isrf,'ngc3351',resolution_value=1./60.^2,/save,/show,/nostop
make_phangs_isrf_classes,bidon,source_name='ngc3351',/save,resolution_value=1./60.^2,/do_postscripts
;ngc3351_1arcsec_B1_NEAREST (1arcsec_B1_NEAREST)
;table_name_root='_MuseISRF_JWST_adaptedG0_Ypah1added_Ypah2added_adaptedYvsgadded_4Phangs_noionis'
table_name_root='_logn_MuseISRF_JWST_adaptedG0_Ypah1added_Yvsgadded_4Phangs_noionis' ;rem: They also have YPAH0 added ....
class_min_max=0
data_dir=!phangs_data_dir+'/ISRF/WORK/'
source_name='ngc3351'
model='DL07'
norm_str='_normalized'
mathis_str=''
reso_str='_PACS3'
fit_G0_str=''
set_yvsg_str=''
file_save=data_dir+source_name+model+'_logn_JWST_G0_YPAH_YVSG_maps_with-ISRFclasses'+norm_str+mathis_str+reso_str+fit_G0_str+set_yvsg_str+'.sav'
restore,file_save,/verb
restore,data_dir+source_name+'_ref_header'+reso_str+'.sav',/verb
nostop=1
show_sed=0
marginalize_method='NEAREST'
phangs_brute_force_fit_with_isrf_grid,model='DL07',source_name='ngc3351',/include_herschel,/normalize,fit_G0=1,set_yvsg=1,/save,resolution_value=1./60.^2 $
,/subtract_star_light,show_sed=show_sed,/nostop,table_name_root=table_name_root,class_min_max=class_min_max $
,yvsg_option='MAP',yvsg_fits_map=Yg3_map,yvsg_fits_header=href,marginalize_method=marginalize_method,/silent
table_name_root='_logn_MuseISRF_JWST_adaptedG0_Ypah1added_Yvsgadded_4Phangs_noionis'
postscripts_dir=!phangs_data_dir+'/ISRF/WORK/PS/ngc3351_1arcsec_B1_NEAREST'
phangs_brute_force_fit_with_isrf_grid,model='DL07',source_name='ngc3351',/normalize,fit_G0=1,set_yvsg=1,resolution_value=1./60.^2 $
,/nostop,table_name_root=table_name_root $
,/from_restore,/do_postscripts,postscripts_dir=postscripts_dir
;J'en SUIS LA
;brute-force fit with ISRF classes
table_name_root='_logn_MuseISRF_JWST_adaptedG0_Ypah1added_Yvsgadded_4Phangs_noionis' ;rem: They also have YPAH0 added ....
class_min_max=0
show_sed=1
phangs_brute_force_fit_with_isrf_grid,model='DL07',source_name='ngc3351',/include_herschel,/normalize,/fit_G0,/save,resolution_value=1./60.^2 $
,/subtract_star_light,show_sed=show_sed,/nostop,table_name_root=table_name_root,class_min_max=class_min_max
postscripts_dir=!phangs_data_dir+'/ISRF/WORK/PS/ngc3351_PACS3/'
phangs_brute_force_fit_with_isrf_grid,model='DL07',source_name='ngc3351',/include_herschel,/normalize,/fit_G0,resolution_value=1./60.^2 $
,/subtract_star_light,show_sed=show_sed,/nostop,table_name_root=table_name_root,class_min_max=class_min_max $
,/from_restore,/do_postscripts,postscripts_dir=postscripts_dir
;=========================
;== NGC4321
;========================
phangs_make_jwst_images,source_name='ngc4321',/save,/show,/nostop
phangs_make_hi_images,source_name='ngc4321',/save,/show,/nostop
phangs_make_co_images,source_name='ngc4321',/save,/show,/nostop
phangs_make_muse_filters_images,source_name='ngc4321',/save,/show,/nostop
phangs_make_astrosat_images,source_name='ngc4321',/save,/show,/nostop
phangs_make_herschel_images,source_name='ngc4321',/save,/show,/nostop
phangs_make_muse_filters_data,source_name='ngc4321',/save,/show,/nostop
phangs_extract_seds,source_name='ngc4321'
;The muse factors are actally close to 1, like for NGC0628 !
make_phangs_ssps_isrf_prediction,source_name='ngc4321',/save
make_phangs_isrf_classes,source_name='ngc4321',/save,/do_postscripts
;J'en SUIS LA
table_name_root='_logn_MuseISRF_JWST_adaptedG0_Ypah1added_Yvsgadded_4Phangs_noionis'
show_sed=0
phangs_brute_force_fit_with_isrf_grid,model='DL07',table_name_root=table_name_root,source_name='ngc4321',/include_herschel,/normalize,/fit_G0,show_sed=show_sed,/subtract_star_light,/nostop
;=========================
;== NGC4321 @ PACS3 resolution
;========================
phangs_make_jwst_images,source_name='ngc4321',/save,/show,/nostop,resolution_filter='PACS3'
phangs_make_hi_images,source_name='ngc4321',/save,/show,/nostop,resolution_filter='PACS3'
phangs_make_co_images,source_name='ngc4321',/save,/show,/nostop,resolution_filter='PACS3'
phangs_make_muse_filters_images,source_name='ngc4321',/save,/show,/nostop,resolution_filter='PACS3'
phangs_make_astrosat_images,source_name='ngc4321',/save,/show,/nostop,resolution_filter='PACS3'
phangs_make_herschel_images,source_name='ngc4321',/save,/show,/nostop,resolution_filter='PACS3'
phangs_make_muse_filters_data,source_name='ngc4321',/save,/show,/nostop,resolution_filter='PACS3'
phangs_extract_seds,source_name='ngc4321',resolution_filter='PACS3'
phangs_smooth_muse_isrf,'ngc4321',resolution_filter='PACS3',/save,/show,/nostop
make_phangs_isrf_classes,bidon,source_name='ngc4321',/save,resolution_filter='PACS3',/do_postscripts
phangs_make_intensity_mask,source_name='ngc4321',resolution_filter='PACS3',/show,/save
;brute-force fit with ISRF classes
table_name_root='_logn_MuseISRF_JWST_adaptedG0_Ypah1added_Yvsgadded_4Phangs_noionis_F0upext' ;rem: They also have YPAH0 added ....
class_min_max=0
show_sed=0
phangs_brute_force_fit_with_isrf_grid,model='DL07',source_name='ngc4321',/include_herschel,/normalize,/fit_G0,/save,resolution_filter='PACS3' $
,/subtract_star_light,show_sed=show_sed,/nostop,table_name_root=table_name_root,class_min_max=class_min_max
dustem_init
postscripts_dir=!phangs_data_dir+'/ISRF/WORK/PS/ngc4321_PACS3/'
phangs_make_figures_from_restore,model='DL07',source_name='ngc4321',/normalize,fit_G0=1,resolution_filter='PACS3' $
,/nostop,table_name_root=table_name_root $
,/do_postscripts,postscripts_dir=postscripts_dir,/no_HII,/no_MC
;J'en SUIS LA
;============================================================================================================
;===== NGC4321 at 1 arcsec (MUSE) resolution (which is galaxy dependent)
;============================================================================================================
;produces _jwst_images.sav and _ref_header.sav
phangs_make_jwst_images,source_name='ngc4321',/save,/show,/nostop,resolution_value=1./60.^2
phangs_make_hi_images,source_name='ngc4321',/save,/show,/nostop,resolution_value=1./60.^2
phangs_make_co_images,source_name='ngc4321',/save,/show,/nostop,resolution_value=1./60.^2
;produces _muse_filters_data.sav,_muse_images.sav, _muse_NH.sav
phangs_make_muse_filters_images,source_name='ngc4321',/save,/show,/nostop,resolution_value=1./60.^2
;produces _astrosat_data.sav
phangs_make_astrosat_images,source_name='ngc4321',/save,/show,/nostop,resolution_value=1./60.^2
;produces _herschel_images.sav
phangs_make_herschel_images,source_name='ngc4321',/save,/show,/nostop,resolution_value=1./60.^2
phangs_make_muse_filters_data,source_name='ngc4321',/save,/show,/nostop,resolution_value=1./60.^2
phangs_extract_seds,source_name='ngc4321',resolution_value=1./60.^2
phangs_smooth_muse_isrf,'ngc4321',resolution_value=1./60.^2,/save,/show,/nostop
make_phangs_isrf_classes,bidon,source_name='ngc4321',/save,resolution_value=1./60.^2,/do_postscripts
phangs_make_intensity_mask,source_name='ngc4321',resolution_value=1./60.^2,/show,/save
;ngc4321_1arcsec_B1_NEAREST (1arcsec_B1_NEAREST)
table_name_root='_logn_MuseISRF_JWST_adaptedG0_Ypah1added_Yvsgadded_4Phangs_noionis' ;rem: They also have YPAH0 added ....
class_min_max=0
data_dir=!phangs_data_dir+'/ISRF/WORK/'
source_name='ngc4321'
model='DL07'
norm_str='_normalized'
mathis_str=''
reso_str='_PACS3'
fit_G0_str=''
set_yvsg_str=''
file_save=data_dir+source_name+model+'_logn_JWST_G0_YPAH_YVSG_maps_with-ISRFclasses'+norm_str+mathis_str+reso_str+fit_G0_str+set_yvsg_str+'.sav'
restore,file_save,/verb
restore,data_dir+source_name+'_ref_header'+reso_str+'.sav',/verb
nostop=1
show_sed=0
marginalize_method='NEAREST'
phangs_brute_force_fit_with_isrf_grid,model='DL07',source_name='ngc4321',/include_herschel,/normalize,fit_G0=1,set_yvsg=1,/save,resolution_value=1./60.^2 $
,/subtract_star_light,show_sed=show_sed,/nostop,table_name_root=table_name_root,class_min_max=class_min_max $
,yvsg_option='MAP',yvsg_fits_map=Yg3_map,yvsg_fits_header=href,marginalize_method=marginalize_method,/silent
table_name_root='_logn_MuseISRF_JWST_adaptedG0_Ypah1added_Yvsgadded_4Phangs_noionis'
postscripts_dir=!phangs_data_dir+'/ISRF/WORK/PS/ngc4321_1arcsec_B1_NEAREST'
phangs_make_figures_from_restore,model='DL07',source_name='ngc4321',/normalize,fit_G0=1,set_yvsg=1,resolution_value=1./60.^2 $
,/nostop,table_name_root=table_name_root $
,/do_postscripts,postscripts_dir=postscripts_dir,/no_HII,/no_MC
;J'en SUIS LA
;========
;== NGC1566
;========
phangs_make_jwst_images,source_name='ngc1566',/save,/show,/nostop
;There is no HI data for NGC1566 .... but anyway ....
phangs_make_hi_images,source_name='ngc1566',/save,/show,/nostop
phangs_make_co_images,source_name='ngc1566',/save,/show,/nostop
phangs_make_muse_filters_images,source_name='ngc1566',/save,/show,/nostop
phangs_make_astrosat_images,source_name='ngc1566',/save,/show,/nostop
phangs_make_herschel_images,source_name='ngc1566',/save,/show,/nostop
phangs_make_muse_filters_data,source_name='ngc1566',/save,/show,/nostop
phangs_extract_seds,source_name='ngc1566'
;The muse factors are actally close to 1, like for NGC0628 !
make_phangs_ssps_isrf_prediction,source_name='ngc1566',/save
make_phangs_isrf_classes,source_name='ngc1566',/save,/do_postscripts
;j'en suis la
table_name_root='_logn_MuseISRF_JWST_adaptedG0_Ypah1added_Yvsgadded_4Phangs_noionis'
show_sed=0
phangs_brute_force_fit_with_isrf_grid,model='DL07',table_name_root=table_name_root,source_name='ngc1566' $
,/include_herschel,/normalize,/fit_G0,show_sed=show_sed,/subtract_star_light,/nostop
;========
;== NGC1566 @ SPIRE3
;========
phangs_make_jwst_images,source_name='ngc1566',/save,/show,/nostop,resolution_filter='SPIRE3'
phangs_make_hi_images,source_name='ngc1566',/save,/show,/nostop,resolution_filter='SPIRE3'
phangs_make_co_images,source_name='ngc1566',/save,/show,/nostop,resolution_filter='SPIRE3'
phangs_make_muse_filters_images,source_name='ngc1566',/save,/show,/nostop,resolution_filter='SPIRE3'
phangs_make_astrosat_images,source_name='ngc1566',/save,/show,/nostop,resolution_filter='SPIRE3'
phangs_make_herschel_images,source_name='ngc1566',/save,/show,/nostop,resolution_filter='SPIRE3'
phangs_make_muse_filters_data,source_name='ngc1566',/save,/show,/nostop,resolution_filter='SPIRE3'
phangs_extract_seds,source_name='ngc1566',resolution_filter='SPIRE3'
phangs_smooth_muse_isrf,'ngc1566',resolution_filter='SPIRE3',/save,/show,/nostop
;j'en suis la
make_phangs_isrf_classes,bidon,source_name='ngc1566',/save,resolution_filter='SPIRE3',/do_postscripts
;brute-force fit with ISRF classes
table_name_root='_logn_MuseISRF_JWST_adaptedG0_Ypah1added_Yvsgadded_4Phangs_noionis' ;rem: They also have YPAH0 added ....
class_min_max=0
show_sed=1
phangs_brute_force_fit_with_isrf_grid,model='DL07',source_name='ngc1566',/include_herschel,/normalize,/fit_G0,/save,resolution_filter='SPIRE3' $
,/subtract_star_light,show_sed=show_sed,/nostop,table_name_root=table_name_root,class_min_max=class_min_max
postscripts_dir=!phangs_data_dir+'/ISRF/WORK/PS/ngc1566_SPIRE3/'
phangs_brute_force_fit_with_isrf_grid,model='DL07',source_name='ngc1566',/include_herschel,/normalize,/fit_G0,resolution_filter='SPIRE3' $
,/subtract_star_light,show_sed=show_sed,/nostop,table_name_root=table_name_root,class_min_max=class_min_max $
,/from_restore,/do_postscripts,postscripts_dir=postscripts_dir
;========
;== NGC1566 @ PACS3
;========
phangs_make_jwst_images,source_name='ngc1566',/save,/show,/nostop,resolution_filter='PACS3'
phangs_make_hi_images,source_name='ngc1566',/save,/show,/nostop,resolution_filter='PACS3'
phangs_make_co_images,source_name='ngc1566',/save,/show,/nostop,resolution_filter='PACS3'
phangs_make_muse_filters_images,source_name='ngc1566',/save,/show,/nostop,resolution_filter='PACS3'
phangs_make_astrosat_images,source_name='ngc1566',/save,/show,/nostop,resolution_filter='PACS3'
phangs_make_herschel_images,source_name='ngc1566',/save,/show,/nostop,resolution_filter='PACS3'
phangs_make_muse_filters_data,source_name='ngc1566',/save,/show,/nostop,resolution_filter='PACS3'
phangs_extract_seds,source_name='ngc1566',resolution_filter='PACS3'
phangs_smooth_muse_isrf,'ngc1566',resolution_filter='PACS3',/save,/show,/nostop
make_phangs_isrf_classes,bidon,source_name='ngc1566',/save,resolution_filter='PACS3',/do_postscripts
;j'en suis la
;brute-force fit with ISRF classes
table_name_root='_logn_MuseISRF_JWST_adaptedG0_Ypah1added_Yvsgadded_4Phangs_noionis' ;rem: They also have YPAH0 added ....
class_min_max=0
show_sed=1
phangs_brute_force_fit_with_isrf_grid,model='DL07',source_name='ngc1566',/include_herschel,/normalize,/fit_G0,/save,resolution_filter='PACS3' $
,/subtract_star_light,show_sed=show_sed,/nostop,table_name_root=table_name_root,class_min_max=class_min_max
postscripts_dir=!phangs_data_dir+'/ISRF/WORK/PS/ngc1566_PACS3/'
phangs_brute_force_fit_with_isrf_grid,model='DL07',source_name='ngc1566',/include_herschel,/normalize,/fit_G0,resolution_filter='PACS3' $
,/subtract_star_light,show_sed=show_sed,/nostop,table_name_root=table_name_root,class_min_max=class_min_max $
,/from_restore,/do_postscripts,postscripts_dir=postscripts_dir
;========
;== NGC1566 @ 1"
;========
phangs_make_jwst_images,source_name='ngc1566',/save,/show,/nostop,resolution_value=1./60.^2
phangs_make_hi_images,source_name='ngc1566',/save,/show,/nostop,resolution_value=1./60.^2
phangs_make_co_images,source_name='ngc1566',/save,/show,/nostop,resolution_value=1./60.^2
phangs_make_muse_filters_images,source_name='ngc1566',/save,/show,/nostop,resolution_value=1./60.^2
phangs_make_astrosat_images,source_name='ngc1566',/save,/show,/nostop,resolution_value=1./60.^2
phangs_make_herschel_images,source_name='ngc1566',/save,/show,/nostop,resolution_value=1./60.^2
phangs_make_muse_filters_data,source_name='ngc1566',/save,/show,/nostop,resolution_value=1./60.^2
phangs_extract_seds,source_name='ngc1566',resolution_value=1./60.^2
phangs_smooth_muse_isrf,'ngc1566',resolution_value=1./60.^2,/save,/show,/nostop
make_phangs_isrf_classes,bidon,source_name='ngc1566',/save,resolution_value=1./60.^2,/do_postscripts
;ngc4321_1arcsec_B1_NEAREST (1arcsec_B1_NEAREST)
table_name_root='_logn_MuseISRF_JWST_adaptedG0_Ypah1added_Yvsgadded_4Phangs_noionis' ;rem: They also have YPAH0 added ....
class_min_max=0
data_dir=!phangs_data_dir+'/ISRF/WORK/'
source_name='ngc1566'
model='DL07'
norm_str='_normalized'
mathis_str=''
reso_str='_PACS3'
fit_G0_str=''
set_yvsg_str=''
file_save=data_dir+source_name+model+'_logn_JWST_G0_YPAH_YVSG_maps_with-ISRFclasses'+norm_str+mathis_str+reso_str+fit_G0_str+set_yvsg_str+'.sav'
restore,file_save,/verb
restore,data_dir+source_name+'_ref_header'+reso_str+'.sav',/verb
nostop=1
show_sed=0
marginalize_method='NEAREST'
phangs_brute_force_fit_with_isrf_grid,model='DL07',source_name='ngc1566',/include_herschel,/normalize,fit_G0=1,set_yvsg=1,/save,resolution_value=1./60.^2 $
,/subtract_star_light,show_sed=show_sed,/nostop,table_name_root=table_name_root,class_min_max=class_min_max $
,yvsg_option='MAP',yvsg_fits_map=Yg3_map,yvsg_fits_header=href,marginalize_method=marginalize_method,/silent
table_name_root='_logn_MuseISRF_JWST_adaptedG0_Ypah1added_Yvsgadded_4Phangs_noionis'
postscripts_dir=!phangs_data_dir+'/ISRF/WORK/PS/ngc1566_1arcsec_B1_NEAREST'
phangs_brute_force_fit_with_isrf_grid,model='DL07',source_name='ngc1566',/normalize,fit_G0=1,set_yvsg=1,resolution_value=1./60.^2 $
,/nostop,table_name_root=table_name_root $
,/from_restore,/do_postscripts,postscripts_dir=postscripts_dir
;J'en SUIS LA
;========
;== NGC3627
;========
phangs_make_jwst_images,source_name='ngc3627',/save,/show,/nostop
;produces _muse_filters_data.sav,_muse_images.sav, _muse_NH.sav
phangs_make_muse_filters_images,source_name='ngc3627',/save,/show,/nostop
;produces _astrosat_data.sav
phangs_make_astrosat_images,source_name='ngc3627',/save,/show,/nostop
;produces _herschel_images.sav
phangs_make_herschel_images,source_name='ngc3627',/save,/show,/nostop
phangs_make_hi_images,source_name='ngc3627',/save,/show,/nostop
phangs_make_co_images,source_name='ngc3627',/save,/show,/nostop
phangs_make_muse_filters_data,source_name='ngc3627',/save,/show,/nostop
;phangs_extract_seds,source_name='ngc3627'
;weirdly here, the muse factors are not close to 1, when they are for NGC0628 ... why ??
make_phangs_ssps_isrf_prediction,source_name='ngc3627',/save
make_phangs_isrf_classes,source_name='ngc3627',/save,/do_postscripts
;J'en SUIS LA
table_name_root='_logn_MuseISRF_JWST_adaptedG0_Ypah1added_Yvsgadded_4Phangs_noionis_F0upext'
show_sed=0
phangs_brute_force_fit_with_isrf_grid,model='DL07',table_name_root=table_name_root,source_name='ngc3351',/include_herschel,/normalize,/fit_G0,show_sed=show_sed,/subtract_star_light,/nostop
;=========================
;== NGC3627 @ PACS3 resolution
;========================
phangs_make_jwst_images,source_name='ngc3627',/save,/show,/nostop,resolution_filter='PACS3'
phangs_make_hi_images,source_name='ngc3627',/save,/show,/nostop,resolution_filter='PACS3'
phangs_make_co_images,source_name='ngc3627',/save,/show,/nostop,resolution_filter='PACS3'
phangs_make_muse_filters_images,source_name='ngc3627',/save,/show,/nostop,resolution_filter='PACS3'
phangs_make_astrosat_images,source_name='ngc3627',/save,/show,/nostop,resolution_filter='PACS3'
phangs_make_herschel_images,source_name='ngc3627',/save,/show,/nostop,resolution_filter='PACS3'
phangs_make_muse_filters_data,source_name='ngc3627',/save,/show,/nostop,resolution_filter='PACS3'
phangs_extract_seds,source_name='ngc3627',resolution_filter='PACS3'
phangs_smooth_muse_isrf,'ngc3627',resolution_filter='PACS3',/save,/show,/nostop
make_phangs_isrf_classes,bidon,source_name='ngc3627',/save,resolution_filter='PACS3',/do_postscripts
phangs_make_intensity_mask,source_name='ngc3627',resolution_filter='PACS3',/show,/save
;brute-force fit with ISRF classes
table_name_root='_logn_MuseISRF_JWST_adaptedG0_Ypah1added_Yvsgadded_4Phangs_noionis_F0upext' ;rem: They also have YPAH0 added ....
class_min_max=0
show_sed=0
phangs_brute_force_fit_with_isrf_grid,model='DL07',source_name='ngc3627',/include_herschel,/normalize,/fit_G0,/save,resolution_filter='PACS3' $
,/subtract_star_light,show_sed=show_sed,/nostop,table_name_root=table_name_root,class_min_max=class_min_max
dustem_init
postscripts_dir=!phangs_data_dir+'/ISRF/WORK/PS/ngc3627_PACS3/'
phangs_make_figures_from_restore,model='DL07',source_name='ngc3627',/normalize,fit_G0=1,resolution_filter='PACS3' $
,/nostop,table_name_root=table_name_root $
,/do_postscripts,postscripts_dir=postscripts_dir,/no_HII,/no_MC
;J'en SUIS LA
;========
;== NGC3627 @ 1"
;========
phangs_make_jwst_images,source_name='ngc3627',/save,/show,/nostop,resolution_value=1./60.^2
phangs_make_hi_images,source_name='ngc3627',/save,/show,/nostop,resolution_value=1./60.^2
phangs_make_co_images,source_name='ngc3627',/save,/show,/nostop,resolution_value=1./60.^2
phangs_make_muse_filters_images,source_name='ngc3627',/save,/show,/nostop,resolution_value=1./60.^2
phangs_make_astrosat_images,source_name='ngc3627',/save,/show,/nostop,resolution_value=1./60.^2
phangs_make_herschel_images,source_name='ngc3627',/save,/show,/nostop,resolution_value=1./60.^2
phangs_make_muse_filters_data,source_name='ngc3627',/save,/show,/nostop,resolution_value=1./60.^2
phangs_extract_seds,source_name='ngc3627',resolution_value=1./60.^2
phangs_smooth_muse_isrf,'ngc3627',resolution_value=1./60.^2,/save,/show,/nostop
make_phangs_isrf_classes,bidon,source_name='ngc3627',/save,resolution_value=1./60.^2,/do_postscripts
phangs_make_intensity_mask,source_name='ngc3627',resolution_value=1./60.^2,/show,/save
;ngc3627_1arcsec_B1_NEAREST (1arcsec_B1_NEAREST)
table_name_root='_logn_MuseISRF_JWST_adaptedG0_Ypah1added_Yvsgadded_4Phangs_noionis_F0upext' ;rem: They also have YPAH0 added ....
class_min_max=0
data_dir=!phangs_data_dir+'/ISRF/WORK/'
source_name='ngc3627'
model='DL07'
norm_str='_normalized'
mathis_str=''
reso_str='_PACS3'
fit_G0_str=''
set_yvsg_str=''
file_save=data_dir+source_name+model+'_logn_JWST_G0_YPAH_YVSG_maps_with-ISRFclasses'+norm_str+mathis_str+reso_str+fit_G0_str+set_yvsg_str+'.sav'
restore,file_save,/verb
restore,data_dir+source_name+'_ref_header'+reso_str+'.sav',/verb
nostop=1
show_sed=0
marginalize_method='NEAREST'
phangs_brute_force_fit_with_isrf_grid,model='DL07',source_name='ngc3627',/include_herschel,/normalize,fit_G0=1,set_yvsg=1,/save,resolution_value=1./60.^2 $
,/subtract_star_light,show_sed=show_sed,/nostop,table_name_root=table_name_root,class_min_max=class_min_max $
,yvsg_option='MAP',yvsg_fits_map=Yg3_map,yvsg_fits_header=href,marginalize_method=marginalize_method,/silent
table_name_root='_logn_MuseISRF_JWST_adaptedG0_Ypah1added_Yvsgadded_4Phangs_noionis_F0upext'
postscripts_dir=!phangs_data_dir+'/ISRF/WORK/PS/ngc3627_1arcsec_B1_NEAREST'
phangs_make_figures_from_restore,model='DL07',source_name='ngc3627',/normalize,fit_G0=1,set_yvsg=1,resolution_value=1./60.^2 $
,/nostop,table_name_root=table_name_root $
,/do_postscripts,postscripts_dir=postscripts_dir,/no_HII,/no_MC
;J'en SUIS LA
;========
;== NGC4254
;========
phangs_make_jwst_images,source_name='ngc4254',/save,/show,/nostop
phangs_make_muse_filters_images,source_name='ngc4254',/save,/show,/nostop
;produces _astrosat_data.sav
phangs_make_astrosat_images,source_name='ngc4254',/save,/show,/nostop
;produces _herschel_images.sav
phangs_make_herschel_images,source_name='ngc4254',/save,/show,/nostop
phangs_make_hi_images,source_name='ngc4254',/save,/show,/nostop
phangs_make_co_images,source_name='ngc4254',/save,/show,/nostop
phangs_make_muse_filters_data,source_name='ngc4254',/save,/show,/nostop
phangs_extract_seds,source_name='ngc4254'
;weirdly here, the muse factors are not close to 1, when they are for NGC0628 ... why ??
make_phangs_ssps_isrf_prediction,source_name='ngc4254',/save
make_phangs_isrf_classes,source_name='ngc4254',/save,/do_postscripts
;J'en SUIS LA
table_name_root='_logn_MuseISRF_JWST_adaptedG0_Ypah1added_Yvsgadded_4Phangs_noionis_F0upext'
show_sed=0
phangs_make_figures_from_restore,model='DL07',source_name='ngc4254',/normalize,fit_G0=1,set_yvsg=1,resolution_value=1./60.^2 $
,/nostop,table_name_root=table_name_root $
,/do_postscripts,postscripts_dir=postscripts_dir,/no_HII,/no_MC
;=========================
;== NGC4254 @ PACS3 resolution
;========================
phangs_make_jwst_images,source_name='ngc4254',/save,/show,/nostop,resolution_filter='PACS3'
phangs_make_hi_images,source_name='ngc4254',/save,/show,/nostop,resolution_filter='PACS3'
phangs_make_co_images,source_name='ngc4254',/save,/show,/nostop,resolution_filter='PACS3'
phangs_make_muse_filters_images,source_name='ngc4254',/save,/show,/nostop,resolution_filter='PACS3'
phangs_make_astrosat_images,source_name='ngc4254',/save,/show,/nostop,resolution_filter='PACS3'
phangs_make_herschel_images,source_name='ngc4254',/save,/show,/nostop,resolution_filter='PACS3'
phangs_make_muse_filters_data,source_name='ngc4254',/save,/show,/nostop,resolution_filter='PACS3'
phangs_extract_seds,source_name='ngc4254',resolution_filter='PACS3'
phangs_smooth_muse_isrf,'ngc4254',resolution_filter='PACS3',/save,/show,/nostop
make_phangs_isrf_classes,bidon,source_name='ngc4254',/save,resolution_filter='PACS3',/do_postscripts
phangs_make_intensity_mask,source_name='ngc4254',resolution_filter='PACS3',/show,/save
;brute-force fit with ISRF classes
table_name_root='_logn_MuseISRF_JWST_adaptedG0_Ypah1added_Yvsgadded_4Phangs_noionis_F0upext' ;rem: They also have YPAH0 added ....
class_min_max=0
show_sed=0
phangs_brute_force_fit_with_isrf_grid,model='DL07',source_name='ngc4254',/include_herschel,/normalize,/fit_G0,/save,resolution_filter='PACS3' $
,/subtract_star_light,show_sed=show_sed,/nostop,table_name_root=table_name_root,class_min_max=class_min_max
dustem_init
postscripts_dir=!phangs_data_dir+'/ISRF/WORK/PS/ngc4254_PACS3/'
phangs_make_figures_from_restore,model='DL07',source_name='ngc4254',/normalize,fit_G0=1,resolution_filter='PACS3' $
,/nostop,table_name_root=table_name_root $
,/do_postscripts,postscripts_dir=postscripts_dir,/no_HII,/no_MC
;J'en SUIS LA
;========
;== NGC4254 @ 1"
;========
phangs_make_jwst_images,source_name='ngc4254',/save,/show,/nostop,resolution_value=1./60.^2
phangs_make_hi_images,source_name='ngc4254',/save,/show,/nostop,resolution_value=1./60.^2
phangs_make_co_images,source_name='ngc4254',/save,/show,/nostop,resolution_value=1./60.^2
phangs_make_muse_filters_images,source_name='ngc4254',/save,/show,/nostop,resolution_value=1./60.^2
phangs_make_astrosat_images,source_name='ngc4254',/save,/show,/nostop,resolution_value=1./60.^2
phangs_make_herschel_images,source_name='ngc4254',/save,/show,/nostop,resolution_value=1./60.^2
phangs_make_muse_filters_data,source_name='ngc4254',/save,/show,/nostop,resolution_value=1./60.^2
phangs_extract_seds,source_name='ngc4254',resolution_value=1./60.^2
phangs_smooth_muse_isrf,'ngc4254',resolution_value=1./60.^2,/save,/show,/nostop
make_phangs_isrf_classes,bidon,source_name='ngc4254',/save,resolution_value=1./60.^2,/do_postscripts
phangs_make_intensity_mask,source_name='ngc4254',resolution_value=1./60.^2,/show,/save
;ngc4254_1arcsec_B1_NEAREST (1arcsec_B1_NEAREST)
table_name_root='_logn_MuseISRF_JWST_adaptedG0_Ypah1added_Yvsgadded_4Phangs_noionis_F0upext' ;rem: They also have YPAH0 added ....
class_min_max=0
data_dir=!phangs_data_dir+'/ISRF/WORK/'
source_name='ngc4254'
model='DL07'
norm_str='_normalized'
mathis_str=''
reso_str='_PACS3'
fit_G0_str=''
set_yvsg_str=''
file_save=data_dir+source_name+model+'_logn_JWST_G0_YPAH_YVSG_maps_with-ISRFclasses'+norm_str+mathis_str+reso_str+fit_G0_str+set_yvsg_str+'.sav'
restore,file_save,/verb
restore,data_dir+source_name+'_ref_header'+reso_str+'.sav',/verb
nostop=1
show_sed=0
marginalize_method='NEAREST'
phangs_brute_force_fit_with_isrf_grid,model='DL07',source_name='ngc4254',/include_herschel,/normalize,fit_G0=1,set_yvsg=1,/save,resolution_value=1./60.^2 $
,/subtract_star_light,show_sed=show_sed,/nostop,table_name_root=table_name_root,class_min_max=class_min_max $
,yvsg_option='MAP',yvsg_fits_map=Yg3_map,yvsg_fits_header=href,marginalize_method=marginalize_method,/silent
table_name_root='_logn_MuseISRF_JWST_adaptedG0_Ypah1added_Yvsgadded_4Phangs_noionis_F0upext'
postscripts_dir=!phangs_data_dir+'/ISRF/WORK/PS/ngc4254_1arcsec_B1_NEAREST'
phangs_make_figures_from_restore,model='DL07',source_name='ngc4254',/normalize,fit_G0=1,set_yvsg=1,resolution_value=1./60.^2 $
,/nostop,table_name_root=table_name_root $
,/do_postscripts,postscripts_dir=postscripts_dir,/no_HII,/no_MC
;J'en SUIS LA
END