cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.18716/nmrshiftdb2/20173209
title: NMR data for spiro[2.4]hepta-4,6-diene
DOI: 10.18716/nmrshiftdb2/40097684
title: NMR data for C7H8; Spiro[2,4]hepta-4,6-dien
DOI: 10.18716/nmrshiftdb2/40097684/chemie_koeln_cdcl3
title: chemie koeln NMR dataset for C7H8; Spiro[2,4]hepta-4,6-dien in Chloroform-D1 (CDCl3)
DOI: 10.18716/nmrshiftdb2/20200812
title: NMR data for 2-methylsulfanylethanol
DOI: 10.18716/nmrshiftdb2/20209651
title: NMR data for 3-sulfanylpropan-1-ol
DOI: 10.18716/nmrshiftdb2/20188993
title: NMR data for fluoro(trimethyl)silane
DOI: 10.18716/nmrshiftdb2/60015057
title: NMR data for chlorine trifluoride
DOI: 10.18716/nmrshiftdb2/60006008
title: NMR data for InChI=1S/C3H5ClO/c4-1-3-2-5-3/h3H,1-2H2/t3-/m0/s1
DOI: 10.18716/nmrshiftdb2/30001475
title: NMR data for N-difluoroboranyl-N-methylmethanamine
DOI: 10.18716/nmrshiftdb2/20176248
title: NMR data for phenoxide
DOI: 10.18716/nmrshiftdb2/20180443
title: NMR data for 4-ethynyl-2H-triazole
DOI: 10.18716/nmrshiftdb2/20208617
title: NMR data for 74498
DOI: 10.18716/nmrshiftdb2/30001467
title: NMR data for ethoxy(difluoro)borane
DOI: 10.18716/nmrshiftdb2/20133286
title: NMR data for 3,3,3-trifluoroprop-1-yne
DOI: 10.18716/nmrshiftdb2/20207482
title: NMR data for dimethylphosphinic acid
DOI: 10.18716/nmrshiftdb2/30000602
title: NMR data for methyl methanesulfinate
DOI: 10.18716/nmrshiftdb2/20052960
title: NMR data for methyl carbonochloridate
DOI: 10.18716/nmrshiftdb2/20068567
title: NMR data for 2-chloroacetic acid
DOI: 10.18716/nmrshiftdb2/20206201
title: NMR data for 3-chloropropan-1-amine
DOI: 10.18716/nmrshiftdb2/20199018
title: NMR data for chloro-dimethyl-silicon
DOI: 10.18716/nmrshiftdb2/20165130
title: NMR data for pyrazin-2-olate
DOI: 10.18716/nmrshiftdb2/20207527
title: NMR data for pyridazin-3-amine
DOI: 10.18716/nmrshiftdb2/20200721
title: NMR data for 2-(cyanomethylamino)acetonitrile
DOI: 10.18716/nmrshiftdb2/20111978
title: NMR data for 2,5-dimethyl-1H-pyrrole
DOI: 10.18716/nmrshiftdb2/60007546
title: NMR data for 461-57-4
DOI: 10.18716/nmrshiftdb2/20167471
title: NMR data for InChI=1S/C5H4O2/c6-5-3-1-2(3)4(1)7-5/h1-4H
DOI: 10.18716/nmrshiftdb2/40057020
title: NMR data for InChI=1S/C6H8O/c1-3-5-7-6-4-2/h1,4H,2,5-6H2
DOI: 10.18716/nmrshiftdb2/40057020/chemie_koeln_cdcl3
title: chemie koeln NMR dataset for InChI=1S/C6H8O/c1-3-5-7-6-4-2/h1,4H,2,5-6H2 (INChI), GAQOILKTBJWUQM-UHFFFAOYSA-N (InChI Key), InChI=1/C6H8O/c1-3-5-7-6-4-2/h1,4H,2,5-6H2 (InChI with fixed H layer), C#CCOCC=C (SMILES) in Chloroform-D1 (CDCl3)
DOI: 10.18716/nmrshiftdb2/20230558
title: NMR data for InChI=1S/C6H8O/c1-2-4-6-7-5-3-1/h1-3,5H,4,6H2
DOI: 10.18716/nmrshiftdb2/20181071
title: NMR data for 1,2-dimethylimidazole
DOI: 10.18716/nmrshiftdb2/30101718
title: NMR data for 1-ethylpyrazole
DOI: 10.18716/nmrshiftdb2/20206193
title: NMR data for 2,4-dimethylpenta-1,3-diene
DOI: 10.18716/nmrshiftdb2/20212410
title: NMR data for InChI=1S/C5H8N2/c1-3-7-5(2)4-6/h3H2,1-2H3/b7-5-
DOI: 10.18716/nmrshiftdb2/30101302
title: NMR data for 3-methylhexa-1,5-diene
DOI: 10.18716/nmrshiftdb2/30100250
title: NMR data for 4,4-dimethylpent-2-yne
DOI: 10.18716/nmrshiftdb2/20052973
title: NMR data for 2-chloroacetyl fluoride
DOI: 10.18716/nmrshiftdb2/30000815
title: NMR data for PMe2Cl
DOI: 10.18716/nmrshiftdb2/20177467
title: NMR data for 1,2,4,5-tetrazin-3-amine
DOI: 10.18716/nmrshiftdb2/30001464
title: NMR data for piperidin-1-ylborane
DOI: 10.18716/nmrshiftdb2/20182510
title: NMR data for N-but-3-yn-2-ylformamide
DOI: 10.18716/nmrshiftdb2/20171427
title: NMR data for (2Z)-2-(dimethylhydrazinylidene)acetonitrile
DOI: 10.18716/nmrshiftdb2/20208032
title: NMR data for 5-methyl-1H-pyrazol-3-amine
DOI: 10.18716/nmrshiftdb2/20181632
title: NMR data for 3-isothiocyanatoprop-1-yne
DOI: 10.18716/nmrshiftdb2/20096902
title: NMR data for hexanenitrile
DOI: 10.18716/nmrshiftdb2/30001140
title: NMR data for 2,3-dimethylbutan-2-ylborane
DOI: 10.18716/nmrshiftdb2/20181569
title: NMR data for InChI=1S/C4H11BN2/c1-6-3-4-7(2)5-6/h5H,3-4H2,1-2H3
DOI: 10.18716/nmrshiftdb2/30001143
title: NMR data for hexylborane
DOI: 10.18716/nmrshiftdb2/20191699
title: NMR data for 3-methyl-1,2-oxazol-5-olate
DOI: 10.18716/nmrshiftdb2/20208009
title: NMR data for 1-fluoropyridin-1-ium tetrafluoroborate
DOI: 10.18716/nmrshiftdb2/20209336
title: NMR data for methyl but-2-ynoate
DOI: 10.18716/nmrshiftdb2/30101328
title: NMR data for 1-cyano-N,N-dimethylformamide
DOI: 10.18716/nmrshiftdb2/20054353
title: NMR data for 4-methyl-1,2,4-triazol-3-amine
DOI: 10.18716/nmrshiftdb2/20055198
title: NMR data for InChI=1S/C6H10O/c7-6-4-2-1-3-5-6/h2,4,6-7H,1,3,5H2
DOI: 10.18716/nmrshiftdb2/20133327
title: NMR data for 1-methoxycyclopentene
DOI: 10.18716/nmrshiftdb2/20182045
title: NMR data for hex-5-yn-3-ol
DOI: 10.18716/nmrshiftdb2/20200202
title: NMR data for (E)-hex-2-enal
DOI: 10.18716/nmrshiftdb2/20200917
title: NMR data for (E)-2-ethylbut-2-enal
DOI: 10.18716/nmrshiftdb2/30000923
title: NMR data for 2-butanon-4-ene
DOI: 10.18716/nmrshiftdb2/20053256
title: NMR data for InChI=1S/C7H14/c1-5-7(4)6(2)3/h5-7H,1H2,2-4H3
DOI: 10.18716/nmrshiftdb2/20112720
title: NMR data for 4-methylhex-1-ene
DOI: 10.18716/nmrshiftdb2/20198989
title: NMR data for ethylcyclopentane
DOI: 10.18716/nmrshiftdb2/30000737
title: NMR data for 2,4-Dimethyl-2-pentene
DOI: 10.18716/nmrshiftdb2/30000756
title: NMR data for trans-4,4-Dimethyl-2-pentene
DOI: 10.18716/nmrshiftdb2/20230093
title: NMR data for InChI=1S/C7H14/c1-4-6-7(3)5-2/h5H,4,6H2,1-3H3/b7-5+
DOI: 10.18716/nmrshiftdb2/20230285
title: NMR data for InChI=1S/C7H14/c1-4-6-7(3)5-2/h5H,4,6H2,1-3H3/b7-5-
DOI: 10.18716/nmrshiftdb2/20052931
title: NMR data for 2-(aminomethylidene)propanedial
DOI: 10.18716/nmrshiftdb2/20052943
title: NMR data for 1-methoxytriazole
DOI: 10.18716/nmrshiftdb2/20180123
title: NMR data for 4-methyl-1,2,5-oxadiazol-3-amine
DOI: 10.18716/nmrshiftdb2/20181611
title: NMR data for N,N-dimethylprop-2-enamide
DOI: 10.18716/nmrshiftdb2/20207399
title: NMR data for 4,4-dimethyl-5H-1,3-oxazole
DOI: 10.18716/nmrshiftdb2/20212925
title: NMR data for cyclopenta-1,3-diene-1-carbaldehyde
DOI: 10.18716/nmrshiftdb2/20175833
title: NMR data for (2R)-3-(2H-azirin-3-yl)-2-methyl-2H-azirine
DOI: 10.18716/nmrshiftdb2/20199003
title: NMR data for 1-ethenylimidazole
DOI: 10.18716/nmrshiftdb2/20200785
title: NMR data for 4-methyl-1,3-thiazole
DOI: 10.18716/nmrshiftdb2/30000608
title: NMR data for Ethanesulfinic acid
DOI: 10.18716/nmrshiftdb2/20208989
title: NMR data for methanesulfonamide
DOI: 10.18716/nmrshiftdb2/20123202
title: NMR data for 3-methyl-1,2,4-triazine
DOI: 10.18716/nmrshiftdb2/20171616
title: NMR data for InChI=1S/C5H7S/c1-5-3-2-4-6-5/h2-3H,4H2,1H3/q+1
DOI: 10.18716/nmrshiftdb2/30000818
title: NMR data for phosphate
DOI: 10.18716/nmrshiftdb2/20053339
title: NMR data for InChI=1S/2CH3.Zn/h2*1H3;
DOI: 10.18716/nmrshiftdb2/20168707
title: NMR data for InChI=1S/C4H4N2O/c7-4-3-5-1-2-6-4/h1-3H,(H,6,7)
DOI: 10.18716/nmrshiftdb2/20172265
title: NMR data for 3-methyl-1,2,4,5-tetrazine
DOI: 10.18716/nmrshiftdb2/20177151
title: NMR data for InChI=1S/C5H7S/c1-5-2-3-6-4-5/h2-3H,4H2,1H3/q+1
DOI: 10.18716/nmrshiftdb2/20108200
title: NMR data for Bicyclo[3.1.0]hexan-3-one
DOI: 10.18716/nmrshiftdb2/20208423
title: NMR data for 3-methylpent-1-en-4-yn-3-ol
DOI: 10.18716/nmrshiftdb2/20199020
title: NMR data for 3,5-dimethyl-1H-pyrazole
DOI: 10.18716/nmrshiftdb2/20180287
title: NMR data for hex-5-ynal
DOI: 10.18716/nmrshiftdb2/20188998
title: NMR data for difluoro(dimethyl)silane
DOI: 10.18716/nmrshiftdb2/20212566
title: NMR data for InChI=1S/C5H8N2/c1-3-5(4-6)7-2/h3H2,1-2H3/b7-5-
DOI: 10.18716/nmrshiftdb2/20109717
title: NMR data for ethenylcyclopentane
DOI: 10.18716/nmrshiftdb2/20112347
title: NMR data for hept-2-yne
DOI: 10.18716/nmrshiftdb2/20112716
title: NMR data for trimethylsilylformonitrile
DOI: 10.18716/nmrshiftdb2/20199019
title: NMR data for 5-methylhex-1-yne
DOI: 10.18716/nmrshiftdb2/20208832
title: NMR data for 1,2-dimethylcyclopentene
DOI: 10.18716/nmrshiftdb2/30000710
title: NMR data for 4,4-Dimethyl-1,2-pentadiene
DOI: 10.18716/nmrshiftdb2/30100249
title: NMR data for 5-methylhex-2-yne
DOI: 10.18716/nmrshiftdb2/50120178
title: NMR data for Boron fluoride (B2F4) (6CI);
DOI: 10.18716/nmrshiftdb2/20071944
title: NMR data for dichloro(methyl)borane
DOI: 10.18716/nmrshiftdb2/20054772
title: NMR data for 1-methyl-3H-pyrrol-2-one
DOI: 10.18716/nmrshiftdb2/20165432
title: NMR data for 5-ethyl-1,2-oxazole
DOI: 10.18716/nmrshiftdb2/20165138
title: NMR data for 5-methyl-1H-pyrazol-3-amine
DOI: 10.18716/nmrshiftdb2/30101721
title: NMR data for N-methylpyrazol-1-amine
DOI: 10.18716/nmrshiftdb2/20054776
title: NMR data for 1-methyl-2H-pyrrol-5-one
DOI: 10.18716/nmrshiftdb2/20123246
title: NMR data for 4-hydroxycyclopent-2-en-1-one
DOI: 10.18716/nmrshiftdb2/60009999
title: NMR data for methanesulfonyl fluoride; methylsulfonylfluoride
DOI: 10.18716/nmrshiftdb2/60009111
title: NMR data for 1,1,1-Trifluoropropane
DOI: 10.18716/nmrshiftdb2/20168758
title: NMR data for 2-hydroxycyclopent-2-en-1-one
DOI: 10.18716/nmrshiftdb2/30001631
title: NMR data for N-(dimethylaminoboranyl)-N-methylmethanamine
DOI: 10.18716/nmrshiftdb2/20173328
title: NMR data for 4-ethenyl-1,3-dioxole
DOI: 10.18716/nmrshiftdb2/30000851
title: NMR data for tetrafluoroethene
DOI: 10.18716/nmrshiftdb2/20198941
title: NMR data for ethenyl prop-2-enoate
DOI: 10.18716/nmrshiftdb2/20183375
title: NMR data for pent-4-ynoic acid
DOI: 10.18716/nmrshiftdb2/20191793
title: NMR data for InChI=1S/C3H5N2P/c1-3-2-6-5-4-3/h2H,1H3,(H,4,5)
DOI: 10.18716/nmrshiftdb2/20206219
title: NMR data for 3-methyl-5H-furan-2-one
DOI: 10.18716/nmrshiftdb2/20209657
title: NMR data for cyclopentane-1,3-dione
DOI: 10.18716/nmrshiftdb2/20238728
title: NMR data for prop-2-ynyl acetate
DOI: 10.18716/nmrshiftdb2/76815
title: NMR data for 1-[(1S,2S)-2-methylcyclopropyl]ethanone
DOI: 10.18716/nmrshiftdb2/20055199
title: NMR data for InChI=1S/C6H10O/c7-6-4-2-1-3-5-6/h1-2,6-7H,3-5H2
DOI: 10.18716/nmrshiftdb2/20096427
title: NMR data for hex-5-en-2-one
DOI: 10.18716/nmrshiftdb2/10016125/chemikalienlager_uni_mainz_cdcl3
title: Chemikalienlager Uni Mainz NMR dataset for 7-oxabicyclo[4.1.0]heptane , 7-oxabicyclo[4.1.0]heptane , InChI=1S/C6H10O/c1-2-4-6-5(3-1)7-6/h5-6H,1-4H2 (INChI), ZWAJLVLEBYIOTI-UHFFFAOYSA-N (InChI Key), InChI=1/C6H10O/c1-2-4-6-5(3-1)7-6/h5-6H,1-4H2 (InChI with fixed H layer), O1C2CCCCC12 (SMILES) in Chloroform-D1 (CDCl3)
DOI: 10.18716/nmrshiftdb2/40000001
title: NMR data for InChI=1S/C6H10O/c1-3-5-6(7)4-2/h3,5H,4H2,1-2H3/b5-3+
DOI: 10.18716/nmrshiftdb2/30096987
title: NMR data for hex-2-yn-1-ol
DOI: 10.18716/nmrshiftdb2/40265376
title: NMR data for (E)-2-Methyl-2-pentenal; 2-Methyl-2-pentenal
DOI: 10.18716/nmrshiftdb2/40265376/pom_bmrz_cdcl3
title: PoM_BMRZ NMR dataset for (E)-2-Methyl-2-pentenal; 2-Methyl-2-pentenal in Chloroform-D1 (CDCl3)
DOI: 10.18716/nmrshiftdb2/20145108
title: NMR data for methyl(propan-2-yl)cyanamide
DOI: 10.18716/nmrshiftdb2/20167731
title: NMR data for InChI=1S/C5H10N2/c1-6-4-3-5-7-2/h3-6H,1-2H3/b4-3-,7-5+
DOI: 10.18716/nmrshiftdb2/20180773
title: NMR data for 2-(dimethylamino)propanenitrile
DOI: 10.18716/nmrshiftdb2/20221699
title: NMR data for InChI=1S/C5H10N2/c1-2-5(7)3-4-6/h5H,2-3,7H2,1H3
DOI: 10.18716/nmrshiftdb2/20177671
title: NMR data for [(E)-but-2-enylidene]-dimethylazanium
DOI: 10.18716/nmrshiftdb2/30000635
title: NMR data for 3-Methylthiophene
DOI: 10.18716/nmrshiftdb2/20112719
title: NMR data for 3-methylhex-1-ene
DOI: 10.18716/nmrshiftdb2/20112721
title: NMR data for 5-methylhex-1-ene
DOI: 10.18716/nmrshiftdb2/20112718
title: NMR data for 2,4-dimethylpent-1-ene
DOI: 10.18716/nmrshiftdb2/20200296
title: NMR data for (E)-hept-3-ene
DOI: 10.18716/nmrshiftdb2/20201380
title: NMR data for 3-ethylpent-2-ene
DOI: 10.18716/nmrshiftdb2/20208671
title: NMR data for 1,1,2,2-tetramethylcyclopropane
DOI: 10.18716/nmrshiftdb2/30000738
title: NMR data for 2-methylhex-2-ene
DOI: 10.18716/nmrshiftdb2/30101298
title: NMR data for 2-methylhex-1-ene
DOI: 10.18716/nmrshiftdb2/30000755
title: NMR data for cis-4.4-Dimethyl-2-pentene
DOI: 10.18716/nmrshiftdb2/30001372
title: NMR data for N-diethylboranylmethanamine
DOI: 10.18716/nmrshiftdb2/20111961
title: NMR data for 2-isocyanato-2-methylpropane
DOI: 10.18716/nmrshiftdb2/20055500
title: NMR data for N-[(Z)-prop-1-enyl]acetamide
DOI: 10.18716/nmrshiftdb2/20133275
title: NMR data for 2,2-dimethylpyrrolidine
DOI: 10.18716/nmrshiftdb2/20106332
title: NMR data for 5-methyl-1H-1,2,4-triazol-3-ol
DOI: 10.18716/nmrshiftdb2/20181316
title: NMR data for 4-methylpent-3-en-1-amine
DOI: 10.18716/nmrshiftdb2/20208773
title: NMR data for N-ethenyl-N-methylacetamide
DOI: 10.18716/nmrshiftdb2/60007690
title: NMR data for InChI=1S/FHO3S/c1-5(2,3)4/h(H,2,3,4)
DOI: 10.18716/nmrshiftdb2/20055178
title: NMR data for InChI=1S/C4H4O3/c5-3-1-4(6)7-2-3/h1,5H,2H2
DOI: 10.18716/nmrshiftdb2/20078477
title: NMR data for ACETIC ACID,DIAZO,METHYL ESTER
DOI: 10.18716/nmrshiftdb2/20191937
title: NMR data for 3-methyloxadiazol-3-ium-5-olate
DOI: 10.18716/nmrshiftdb2/20249202
title: NMR data for InChI=1S/C2H4N4O/c3-6-4-1-2-5-7/h2,7H,1H2/b5-2+
DOI: 10.18716/nmrshiftdb2/20249235
title: NMR data for InChI=1S/C2H4N4O/c3-6-4-1-2-5-7/h2,7H,1H2/b5-2-
DOI: 10.18716/nmrshiftdb2/20188994
title: NMR data for trifluoro(methyl)silane
DOI: 10.18716/nmrshiftdb2/20055536
title: NMR data for InChI=1S/C5H8O2/c1-4-2-5(6)7-3-4/h4H,2-3H2,1H3
DOI: 10.18716/nmrshiftdb2/20096816
title: NMR data for ethenyl propanoate
DOI: 10.18716/nmrshiftdb2/20096907
title: NMR data for prop-2-enyl acetate
DOI: 10.18716/nmrshiftdb2/20111958
title: NMR data for cyclobutanecarboxylic acid
DOI: 10.18716/nmrshiftdb2/20111959
title: NMR data for pent-4-enoic acid
DOI: 10.18716/nmrshiftdb2/20191787
title: NMR data for 3,3-dimethoxyprop-1-yne
DOI: 10.18716/nmrshiftdb2/20207345
title: NMR data for 1-methylcyclopropane-1-carboxylic acid
DOI: 10.18716/nmrshiftdb2/20207573
title: NMR data for methyl cyclopropanecarboxylate
DOI: 10.18716/nmrshiftdb2/20208927
title: NMR data for 2-methyloxolan-3-one
DOI: 10.18716/nmrshiftdb2/20242143
title: NMR data for InChI=1S/C5H8O2/c1-5(7)3-2-4-6/h4H,2-3H2,1H3
DOI: 10.18716/nmrshiftdb2/20242176
title: NMR data for InChI=1S/C5H8O2/c6-4-2-1-3-5(4)7/h4,6H,1-3H2
DOI: 10.18716/nmrshiftdb2/20242279
title: NMR data for InChI=1S/C5H8O2/c1-3-5(7)4(2)6/h3,5,7H,1H2,2H3
DOI: 10.18716/nmrshiftdb2/20242303
title: NMR data for InChI=1S/C5H8O2/c1-4(6)2-5-3-7-5/h5H,2-3H2,1H3
DOI: 10.18716/nmrshiftdb2/30101749
title: NMR data for pentane-2,3-dione
DOI: 10.18716/nmrshiftdb2/20096879
title: NMR data for prop-2-enylurea
DOI: 10.18716/nmrshiftdb2/20221407
title: NMR data for InChI=1S/C6H9F/c1-5-3-2-4-6(5)7/h2-4H2,1H3
DOI: 10.18716/nmrshiftdb2/20246866
title: NMR data for InChI=1S/C3H8N4/c4-2-1-3-6-7-5/h1-4H2
DOI: 10.18716/nmrshiftdb2/20221472
title: NMR data for InChI=1S/C6H9F/c1-5(7)6(2)3-4-6/h1,3-4H2,2H3
DOI: 10.18716/nmrshiftdb2/20055556
title: NMR data for 2H-thiophen-5-one
DOI: 10.18716/nmrshiftdb2/20106334
title: NMR data for 1H-imidazole-2-thiol
DOI: 10.18716/nmrshiftdb2/10016752/chemikalienlager_uni_mainz_dmso-d6
title: Chemikalienlager Uni Mainz NMR dataset for 3,3-dimethyl-2-butanone; pinacolone; t-butyl methyl ketone in Dimethylsulphoxide-D6 (DMSO-D6, C2D6SO)
DOI: 10.18716/nmrshiftdb2/20174868
title: NMR data for (Z)-3-methylpent-2-en-1-ol
DOI: 10.18716/nmrshiftdb2/20181789
title: NMR data for 2-methylpent-4-en-1-ol
DOI: 10.18716/nmrshiftdb2/20181737
title: NMR data for hex-5-en-2-ol
DOI: 10.18716/nmrshiftdb2/20200590
title: NMR data for 3-methylpentan-2-one
DOI: 10.18716/nmrshiftdb2/20207386
title: NMR data for hex-1-en-3-ol
DOI: 10.18716/nmrshiftdb2/20200915
title: NMR data for 2-methylpentanal
DOI: 10.18716/nmrshiftdb2/60006010
title: NMR data for InChI=1S/C6H12O/c1-4-7-5-6(2)3/h4,6H,1,5H2,2-3H3
DOI: 10.18716/nmrshiftdb2/20170792
title: NMR data for 3-methyl-1,2-thiazol-2-ium
DOI: 10.18716/nmrshiftdb2/20174708
title: NMR data for 4-methyl-1,2-thiazol-2-ium
DOI: 10.18716/nmrshiftdb2/30101019
title: NMR data for 1,4-diazepane
DOI: 10.5281/zenodo.4080940
title: Cyclist Actions: Motion History Images and Trajectories

description: The dataset consists of over 1.1 million samples of labeled cyclists actions. Every sample consists of two motion history images (MHI), consisting of motion over the past second, from two different cameras, the past trajectory of the cyclist of the last second (50 past positions), and a label of the currently performed action. The samples were extracted from 1,639 video sequences of cyclists moving across an urban intersection at the University of Applied sciences in Aschaffenburg: https://www.th-ab.de/ueber-uns/organisation/labor/kooperative-automatisierte-verkehrssysteme/ausstattung/ The uploaded files consist of a numpy file with MHI, trajectories and labels, and a json file containing 5-fold cross validation/test split. Every MHI has a size 192x192x2. The two channels contain the separate motion contours of the bike and the cyclist. The manually created labels are: straight: cyclists is moving and not turning tr/tl: cyclist is turning left/right move: cyclist is moving with nearly constant velocity and not turning start: cyclist was standing and starts moving starting_movement: first movement of cyclist before starting stop: cyclist was moving/starting and slows down to a halt wait: cyclist is standing hand_signal_left/right: cyclist indicates a turn by hand signal shoulder_check_left/right: cyclist looks over left/right shoulder out_of_saddle: cyclist is standing The numpy file consists of python dictionaries with scenes of the form: <pre><code class="language-python">{SCENE_NAME: 'mhi_hk1/2': [...], # list of zip compressed, python pickled mhi from cameras 1 and 2 'x/y/z_tracked': [...], # tracked cyclists positions in x/y/z directions, 'x/y/z_smoothed': [...], # smoothed (by rts smoother) cyclists positions in x/y/z directions, 'orientation': [...], # orientation of the cyclists estimated by kalman filters 'ts': [...], # utc timestamps in micro seconds LABEL_NAME: [...], # labels of different actions (0 or 1)}</code></pre> The zipped/pickled mhi can be decompressed using: <pre><code class="language-python">import numpy as np import pickle import zlib d = np.load('mhi_dataset_0,1,2,3,4,6,9,13,18,26,33,41,49.npy', allow_pickle=True, encoding='latin1').item() for scene_name in d: for i in range(len(d[scene_name]['mhi_hk1']) - 50): # ommit 50 first frames as they have no mhi mhi1 = pickle.loads(zlib.decompress(d[scene_name]['mhi_hk1'][49 + i].encode('latin1')), encoding='latin1') mhi2 = pickle.loads(zlib.decompress(d[scene_name]['mhi_hk2'][49 + i].encode('latin1')), encoding='latin1')</code></pre> This work results from the project DeCoInt 2, supported by the German Research Foundation (DFG) within the priority program SPP 1835: "Kooperativ interagierende Automobile", grant numbers DO 1186/1-2, FU 1005/1-2, and SI 674/11-2. Additionally, the work is supported by "Zentrum Digitalisierung Bayern". Due to privacy laws in germany, we are not permitted to publish raw image data.
DOI: 10.5281/zenodo.4080939
title: Cyclist Actions: Motion History Images and Trajectories

description: The dataset consists of over 1.1 million samples of labeled cyclists actions. Every sample consists of two motion history images (MHI), consisting of motion over the past second, from two different cameras, the past trajectory of the cyclist of the last second (50 past positions), and a label of the currently performed action. The samples were extracted from 1,639 video sequences of cyclists moving across an urban intersection at the University of Applied sciences in Aschaffenburg: https://www.th-ab.de/ueber-uns/organisation/labor/kooperative-automatisierte-verkehrssysteme/ausstattung/ The uploaded files consist of a numpy file with MHI, trajectories and labels, and a json file containing 5-fold cross validation/test split. Every MHI has a size 192x192x2. The two channels contain the separate motion contours of the bike and the cyclist. The manually created labels are: straight: cyclists is moving and not turning tr/tl: cyclist is turning left/right move: cyclist is moving with nearly constant velocity and not turning start: cyclist was standing and starts moving starting_movement: first movement of cyclist before starting stop: cyclist was moving/starting and slows down to a halt wait: cyclist is standing hand_signal_left/right: cyclist indicates a turn by hand signal shoulder_check_left/right: cyclist looks over left/right shoulder out_of_saddle: cyclist is standing The numpy file consists of python dictionaries with scenes of the form: <pre><code class="language-python">{SCENE_NAME: 'mhi_hk1/2': [...], # list of zip compressed, python pickled mhi from cameras 1 and 2 'x/y/z_tracked': [...], # tracked cyclists positions in x/y/z directions, 'x/y/z_smoothed': [...], # smoothed (by rts smoother) cyclists positions in x/y/z directions, 'orientation': [...], # orientation of the cyclists estimated by kalman filters 'ts': [...], # utc timestamps in micro seconds LABEL_NAME: [...], # labels of different actions (0 or 1)}</code></pre> The zipped/pickled mhi can be decompressed using: <pre><code class="language-python">import numpy as np import pickle import zlib d = np.load('mhi_dataset_0,1,2,3,4,6,9,13,18,26,33,41,49.npy', allow_pickle=True, encoding='latin1').item() for scene_name in d: for i in range(len(d[scene_name]['mhi_hk1']) - 50): # ommit 50 first frames as they have no mhi mhi1 = pickle.loads(zlib.decompress(d[scene_name]['mhi_hk1'][49 + i].encode('latin1')), encoding='latin1') mhi2 = pickle.loads(zlib.decompress(d[scene_name]['mhi_hk2'][49 + i].encode('latin1')), encoding='latin1')</code></pre> This work results from the project DeCoInt 2, supported by the German Research Foundation (DFG) within the priority program SPP 1835: "Kooperativ interagierende Automobile", grant numbers DO 1186/1-2, FU 1005/1-2, and SI 674/11-2. Additionally, the work is supported by "Zentrum Digitalisierung Bayern". Due to privacy laws in germany, we are not permitted to publish raw image data.
DOI: 10.6084/m9.figshare.14864895.v7
title: Dataset - On the usage of isotope in hydrogeological studies in Indonesia

description: This data repository is related to our submission to Frontiers Water. <br><br>Preprint version of the manuscript is available at RINarxiv preprint server link -&gt; https://rinarxiv.lipi.go.id/lipi/preprint/view/211.<br>Data description:<br>- Raw dataset: dataset-isotope-1-scopus.csv- Main figures: "Figure xxx.jpg"<br>- Supplementary figures: "Supplementary-xxx.jpg"<br>
DOI: 10.34740/kaggle/dsv/2415204
title: COVID Vaccination in World (updated daily)
DOI: 10.5517/ccdc.csd.cc27l2zx
title: CCDC 2072969: Experimental Crystal Structure Determination

description: Related Article: Xing Wang, Chunping Tang, Suoriya Meng, Bixi Tang, Yi Zang, Chang-Qiang Ke, Sheng Yao, Jia Li, Yang Ye|2021|Fitoterapia|153|104961|doi:10.1016/j.fitote.2021.104961
DOI: 10.5517/ccdc.csd.cc27l310
title: CCDC 2072971: Experimental Crystal Structure Determination

description: Related Article: Xing Wang, Chunping Tang, Suoriya Meng, Bixi Tang, Yi Zang, Chang-Qiang Ke, Sheng Yao, Jia Li, Yang Ye|2021|Fitoterapia|153|104961|doi:10.1016/j.fitote.2021.104961
DOI: 10.5517/ccdc.csd.cc27l332
title: CCDC 2072973: Experimental Crystal Structure Determination

description: Related Article: Xing Wang, Chunping Tang, Suoriya Meng, Bixi Tang, Yi Zang, Chang-Qiang Ke, Sheng Yao, Jia Li, Yang Ye|2021|Fitoterapia|153|104961|doi:10.1016/j.fitote.2021.104961
DOI: 10.5517/ccdc.csd.cc25yq84
title: CCDC 2024556: Experimental Crystal Structure Determination

description: Related Article: Kunihisa Sugimoto, Takashi Okubo, Masahiko Maekawa, Takayoshi Kuroda-Sowa|2021|Cryst.Growth Des.|21|4178|doi:10.1021/acs.cgd.1c00426
DOI: 10.5517/ccdc.csd.cc27ldmw
title: CCDC 2073268: Experimental Crystal Structure Determination

description: Related Article: Kunihisa Sugimoto, Takashi Okubo, Masahiko Maekawa, Takayoshi Kuroda-Sowa|2021|Cryst.Growth Des.|21|4178|doi:10.1021/acs.cgd.1c00426
DOI: 10.5517/ccdc.csd.cc27ldnx
title: CCDC 2073269: Experimental Crystal Structure Determination

description: Related Article: Kunihisa Sugimoto, Takashi Okubo, Masahiko Maekawa, Takayoshi Kuroda-Sowa|2021|Cryst.Growth Des.|21|4178|doi:10.1021/acs.cgd.1c00426