Datasets:

Smith42
/

desi_hsc_crossmatched

Modalities:

Formats:

Size:

ArXiv:

Tags:

Libraries:

License:

Dataset card Data Studio Files Files and versions

Dataset Viewer (First 5GB)

Auto-converted to Parquet

Split (1)

train · ~18.6k rows (showing the first 4.18k)

y_extendedness_value float32	FLUX_Z float32	g_sdssshape_shape22 float32	r_sdssshape_shape12 float32	z_sdssshape_psf_shape22 float32	y_sdssshape_shape22 float32	g_sdssshape_psf_shape11 float32	r_cmodel_magerr float32	i_sdssshape_psf_shape12 float32	i_sdssshape_shape22 float32	image sequence	FIBERFLUX_G float32	ZWARN bool	Z float32	y_cmodel_magerr float32	g_sdssshape_psf_shape12 float32	FIBERTOTFLUX_Z float32	z_sdssshape_shape11 float32	i_extendedness_value float32	z_extendedness_value float32	FIBERFLUX_R float32	y_sdssshape_psf_shape11 float32	r_sdssshape_shape11 float32	y_sdssshape_psf_shape22 float32	i_sdssshape_shape11 float32	g_cmodel_magerr float32	a_y float32	z_cmodel_mag float32	y_cmodel_mag float32	r_sdssshape_shape22 float32	a_z float32	ZERR float32	FLUX_IVAR_Z float32	z_sdssshape_psf_shape12 float32	i_sdssshape_psf_shape11 float32	r_sdssshape_psf_shape22 float32	r_sdssshape_psf_shape11 float32	g_sdssshape_shape12 float32	FLUX_IVAR_R float32	spectrum sequence	y_sdssshape_shape11 float32	i_cmodel_mag float32	g_sdssshape_shape11 float32	z_sdssshape_shape22 float32	g_cmodel_mag float32	z_sdssshape_shape12 float32	i_cmodel_magerr float32	desi_object_id string	hsc_object_id string	a_i float32	FIBERTOTFLUX_G float32	y_sdssshape_psf_shape12 float32	r_cmodel_mag float32	g_extendedness_value float32	z_cmodel_magerr float32	FLUX_G float32	i_sdssshape_psf_shape22 float32	EBV float32	y_sdssshape_shape12 float32	i_sdssshape_shape12 float32	FIBERTOTFLUX_R float32	r_extendedness_value float32	a_g float32	FLUX_R float32	a_r float32	r_sdssshape_psf_shape12 float32	z_sdssshape_psf_shape11 float32	FIBERFLUX_Z float32	FLUX_IVAR_G float32	g_sdssshape_psf_shape22 float32
1	0	0.343123	0.017143	0.08511	0.378839	0.076145	0.00109	0.001197	0.260315	{"band":["hsc-g","hsc-r","hsc-i","hsc-z","hsc-y"],"flux":[[[0.04249754175543785,0.03607591986656189,(...TRUNCATED)	0	true	0.267775	0.002425	-0.000759	0	0.337808	1	1	0	0.098019	0.432658	0.099951	0.275973	0.001876	0.012534	19.291042	19.095592	0.401152	0.014727	0.000056	0	0.002542	0.061124	0.116691	0.112212	-0.007471	0	{"flux":[-1.216761589050293,6.780536651611328,1.126940369606018,4.321484565734863,4.785998344421387,(...TRUNCATED)	0.404006	19.53199	0.393324	0.319142	21.235861	0.025781	0.000824	1018467104849920	75334160163570983	0.019041	0	0.001222	20.039114	1	0.001084	0	0.062629	0	0.019179	0.018767	0	1	0.037778	0	0.026538	0.000296	0.081478	0	0	0.075273
1	0	0.162195	-0.071257	0.086937	0.176993	0.077152	0.00086	0.001734	0.130904	{"band":["hsc-g","hsc-r","hsc-i","hsc-z","hsc-y"],"flux":[[[0.0055376882664859295,0.0073637985624372(...TRUNCATED)	0	true	0.265207	0.001583	-0.001084	0	0.212434	1	1	0	0.093887	0.268147	0.094102	0.183454	0.001712	0.012365	19.423641	19.21331	0.205579	0.014527	0.0001	0	0.002054	0.061061	0.113458	0.109203	-0.07048	0	{"flux":[-1.2556802034378052,-3.1235952377319336,-6.226775169372559,0.3647037744522095,-2.7359571456(...TRUNCATED)	0.238561	19.710327	0.228218	0.161535	21.643803	-0.058042	0.000619	1018467104849921	75334160163546374	0.018783	0	0.001226	20.3002	1	0.000697	0	0.06091	0	-0.061181	-0.054807	0	1	0.037267	0	0.026179	-0.000159	0.081806	0	0	0.075962
1	0	0.18517	-0.061363	0.085833	0.214953	0.074342	0.000941	0.00211	0.150846	{"band":["hsc-g","hsc-r","hsc-i","hsc-z","hsc-y"],"flux":[[[0.05697168782353401,0.1109204962849617,0(...TRUNCATED)	0	true	0.267637	0.001886	-0.000554	0	0.250202	1	1	0	0.095595	0.320822	0.098178	0.207696	0.00156	0.011751	19.470383	19.287224	0.242028	0.013806	0.000055	0	0.001868	0.060342	0.116636	0.111317	-0.05916	0	{"flux":[3.872877836227417,1.0685499906539917,3.809278726577759,2.9710192680358887,4.506103992462158(...TRUNCATED)	0.287352	19.714798	0.265083	0.188529	21.394363	-0.049333	0.000694	1018467104849922	75334297602535172	0.017851	0	0.001564	20.225515	1	0.000898	0	0.060712	0	-0.055478	-0.042656	0	1	0.035418	0	0.02488	0.001352	0.081542	0	0	0.073736
1	0	0.444931	-0.223794	0.085451	0.473203	0.075467	0.000485	0.003	0.364444	{"band":["hsc-g","hsc-r","hsc-i","hsc-z","hsc-y"],"flux":[[[0.012134665623307228,-0.0069997510872781(...TRUNCATED)	0	true	0.261299	0.000961	-0.000448	0	0.970807	1	1	0	0.091878	1.158118	0.095978	0.885401	0.000918	0.012315	17.785109	17.553104	0.53095	0.014469	0.000042	0	0.001868	0.058439	0.120462	0.113988	-0.210254	0	{"flux":[5.618465423583984,4.777123928070068,3.608074903488159,0.6971367001533508,5.867831707000732,(...TRUNCATED)	1.059229	18.033352	1.037864	0.425576	19.854282	-0.193336	0.000369	1018467104849924	75334160163566573	0.018708	0	0.000828	18.594601	1	0.000447	0	0.061698	0	-0.208708	-0.186867	0	1	0.037118	0	0.026074	0.001498	0.080189	0	0	0.075202
1	0	0.141608	0.04444	0.090878	0.17781	0.076362	0.000454	0.000862	0.118697	{"band":["hsc-g","hsc-r","hsc-i","hsc-z","hsc-y"],"flux":[[[0.004052259959280491,-0.0071773575618863(...TRUNCATED)	0	true	0.217014	0.000695	-0.002485	0	0.251792	1	1	0	0.097911	0.291623	0.094649	0.189005	0.000813	0.010293	18.38945	18.212357	0.198986	0.012093	0.000042	0	-0.001997	0.058152	0.12269	0.116217	0.032235	0	{"flux":[0.32459959387779236,1.3228950500488281,1.4792683124542236,3.142731189727783,-7.941440582275(...TRUNCATED)	0.281715	18.685509	0.21681	0.166581	20.475441	0.041239	0.000314	1018481025744896	75959498811932099	0.015636	0	-0.00007	19.239458	1	0.000359	0	0.056967	0	0.045604	0.031949	0	1	0.031022	0	0.021792	-0.002857	0.08574	0	0	0.073639
1	0	0.267826	0.048466	0.080774	0.337466	0.07804	0.00845	0.002307	0.866232	{"band":["hsc-g","hsc-r","hsc-i","hsc-z","hsc-y"],"flux":[[[0.015758298337459564,0.00747579243034124(...TRUNCATED)	0	false	1.127195	0.012545	-0.001598	0	0.320432	1	1	0	0.088727	0.579213	0.086237	0.419671	0.010133	0.008677	20.945784	20.412567	1.451838	0.010195	0.000164	0	0.000146	0.064578	0.115492	0.110316	-0.050065	0	{"flux":[-1.7237026691436768,5.786324501037598,0.562436580657959,6.55685567855835,-2.623695373535156(...TRUNCATED)	0.274108	22.003311	0.262882	0.462288	23.400486	-0.036573	0.006528	1031654189563904	75338687059100195	0.013182	0	0.00072	22.659786	1	0.006067	0	0.06069	0	-0.026713	-0.007764	0	1	0.026153	0	0.018372	-0.000507	0.083389	0	0	0.079736
1	0	1.333005	0.412779	0.085199	0.137371	0.070499	0.026497	-0.002589	0.235866	{"band":["hsc-g","hsc-r","hsc-i","hsc-z","hsc-y"],"flux":[[[-0.005641705356538296,-0.010558514855802(...TRUNCATED)	0	false	1.482058	0.435437	-0.003057	0	2.326336	1	1	0	0.09699	2.034934	0.099039	0.24321	0.025484	0.010074	22.095478	23.480627	1.739797	0.011836	0.000207	0	-0.005327	0.071346	0.123586	0.114125	0.153531	0	{"flux":[8.44604206085205,-9.590211868286133,-5.480269432067871,-6.511566162109375,2.410310029983520(...TRUNCATED)	0.114226	22.347431	1.404567	1.252406	22.972929	0.639279	0.031348	1071240148156421	75339103670929247	0.015303	0	-0.002718	22.450552	1	0.041534	0	0.071196	0	-0.002156	0.01473	0	1	0.030363	0	0.021329	-0.006752	0.078311	0	0	0.076055
1	0	2.467207	-0.541474	0.069162	2.427592	0.06917	0.00108	0.002644	2.264352	{"band":["hsc-g","hsc-r","hsc-i","hsc-z","hsc-y"],"flux":[[[0.024592114612460136,0.01216926705092191(...TRUNCATED)	0	true	0.081094	0.002994	-0.003297	0	2.000155	1	1	0	0.089701	2.128171	0.077743	1.918878	0.001426	0.011218	19.229139	18.824917	2.566614	0.013179	0.000005	0	-0.000879	0.061022	0.11456	0.109914	-0.542546	0	{"flux":[1.6502107381820679,-29.69657325744629,6.52268648147583,-1.033998966217041,-17.1161231994628(...TRUNCATED)	2.163944	19.440079	1.893524	2.305476	20.182064	-0.451411	0.001058	1071240169127939	75343639156385630	0.01704	0	0.004232	19.328396	1	0.00146	0	0.049328	0	-0.439248	-0.46452	0	1	0.033809	0	0.02375	-0.005496	0.068448	0	0	0.070048
1	0	0.137716	0.0002	0.086561	0.231484	0.077267	0.008461	0.001681	0.126726	{"band":["hsc-g","hsc-r","hsc-i","hsc-z","hsc-y"],"flux":[[[0.009942648932337761,-0.0021258564665913(...TRUNCATED)	0	false	1.439099	0.017136	-0.002851	0	0.295898	1	1	0	0.090973	0.296617	0.092945	0.538105	0.071885	0.009964	20.386822	19.590418	0.233007	0.011707	0.000128	0	0.000396	0.060695	0.122749	0.118288	0.140932	0	{"flux":[9.668355941772461,7.384360313415527,1.7506155967712402,5.279746055603027,3.6046440601348877(...TRUNCATED)	0.294003	21.728195	0.512859	0.229696	22.550491	0.004037	0.07266	1071247169421314	75339662016679183	0.015136	0	0.001024	20.843876	1	0.012651	0	0.062024	0	-0.00666	0.146998	0	1	0.030032	0	0.021096	-0.001452	0.085395	0	0	0.077215
1	0	11.369147	-3.034374	0.08112	0.20999	0.082306	0.013053	0.002836	10.627486	{"band":["hsc-g","hsc-r","hsc-i","hsc-z","hsc-y"],"flux":[[[0.032649435102939606,0.04295168444514274(...TRUNCATED)	0	false	1.174826	0.152421	-0.002494	0	0.117472	1	1	0	0.093537	8.483073	0.089088	8.978212	0.0137	0.007393	21.859623	21.090885	11.018587	0.008686	0.000075	0	-0.000716	0.062368	0.119863	0.117297	-2.900999	0	{"flux":[5.071593284606934,-7.077145576477051,9.863374710083008,5.194358825683594,-14.92220687866211(...TRUNCATED)	0.130615	21.416164	8.06842	0.2076	22.07975	0.037319	0.016143	1071250667470853	75339253994795489	0.011231	0	0.00349	21.580828	1	0.113441	0	0.055282	0	0.039831	-2.946273	0	1	0.022284	0	0.015654	-0.002623	0.083057	0	0	0.080304

End of preview. Expand in Data Studio

samples

Crossmatched samples from the Multimodal Universe for DESI/HSC

Mother paper here: https://arxiv.org/abs/2412.02527

Downloads last month: 395

Size of the auto-converted Parquet files (First 5GB):

Number of rows (First 5GB):

Estimated number of rows:

Collection including Smith42/desi_hsc_crossmatched

Multimodal Universe 💫

Pre-compiled crossmatches to aid the use of the Multimodal Universe 💪 🦾 • 8 items • Updated Sep 19 • 1