cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.13145/bacdive169151.20251217.10
title: Aeromonas media Allen et al. 1983

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.13145/bacdive169152.20241212.9.2
title: Variovorax paradoxus (Davis 1969) Willems et al. 1991

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.13145/bacdive169152.20251217.10
title: Variovorax paradoxus (Davis 1969) Willems et al. 1991

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.13145/bacdive169153.20250331.9.3
title: Sphingobacterium paramultivorum

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.13145/bacdive169153.20251217.10
title: Sphingobacterium paramultivorum

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.57702/au623tms
title: SVAMPS

description: SVAMPS: A dataset of math word problems.
DOI: 10.13145/bacdive169154.20250331.9.3
title: Arthrobacter sp.

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.13145/bacdive169154.20251217.10
title: Arthrobacter sp.

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.57702/hn7mpspd
title: HexPlane

description: HexPlane: A Fast Representation for Dynamic Scenes
DOI: 10.13145/bacdive169155.20241212.9.2
title: Arthrobacter sp.

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.13145/bacdive169155.20251217.10
title: Arthrobacter sp.

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.13145/bacdive169156.20241212.9.2
title: Arthrobacter sp.

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.13145/bacdive169156.20251217.10
title: Arthrobacter sp.

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.13145/bacdive169157.20241212.9.2
title: Arthrobacter sp.

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.57702/rbhwmog6
title: RL Sort Dataset

description: The dataset used in the paper is a set of arrays of varying lengths, with some arrays being sorted and others being unsorted. The arrays are generated randomly and are used to test the performance of the RL sorting agent.
DOI: 10.13145/bacdive169157.20251217.10
title: Arthrobacter sp.

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.13145/bacdive169158.20241212.9.2
title: Arthrobacter sp.

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.13145/bacdive169158.20251217.10
title: Arthrobacter sp.

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.15468/dl.4uwdgu
title: Occurrence Download

description: A dataset containing 499 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Erebia styx",
 "HasCoordinate is true",
 "CoordinateUncertaintyInMeters is less than or equal to 5000",
 "Year is greater than or equal to 1970",
 "Country is one of (Italy, Switzerland, Germany, Austria, Slovenia, France)"
 ]
}

 The dataset includes 499 records from 11 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0079348-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.13145/bacdive169159.20241212.9.2
title: Arthrobacter sp.

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.13145/bacdive169159.20251217.10
title: Arthrobacter sp.

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.13145/bacdive169160.20241212.9.2
title: Arthrobacter gallicola

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.13145/bacdive169160.20251217.10
title: Arthrobacter gallicola

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.13145/bacdive169161.20241212.9.2
title: Arthrobacter pullicola

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.13145/bacdive169161.20251217.10
title: Arthrobacter pullicola

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.13145/bacdive169162.20241212.9.2
title: Lagierella massiliensis Traore et al. 2016

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.13145/bacdive169162.20251217.10
title: Lagierella massiliensis Traore et al. 2016

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.15468/dl.mrjs89
title: Occurrence Download

description: A dataset containing 579 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Creagrutus caucanus",
 "HasCoordinate is true",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 }
 ]
}

 The dataset includes 579 records from 13 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0079349-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.13145/bacdive169163.20250331.9.3
title: Lysinibacillus fusiformis (Priest et al. 1989) Ahmed et al. 2007

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.13145/bacdive169163.20251217.10
title: Lysinibacillus fusiformis (Priest et al. 1989) Ahmed et al. 2007

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.13145/bacdive169164.20241212.9.2
title: Paenibacillus lautus (Nakamura 1984) Heyndrickx et al. 1996

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.13145/bacdive169164.20251217.10
title: Paenibacillus lautus (Nakamura 1984) Heyndrickx et al. 1996

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.13145/bacdive169165.20241212.9.2
title: Bacillus licheniformis (Weigmann 1898) Chester 1901

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.13145/bacdive169165.20251217.10
title: Bacillus licheniformis (Weigmann 1898) Chester 1901

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.57702/gdsxw77w
title: DeFi network data

description: This dataset contains network data for DeFi tokens, including TVL, transactions count, and address count.
DOI: 10.13145/bacdive169166.20250331.9.3
title: Bacillus licheniformis (Weigmann 1898) Chester 1901

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.13145/bacdive169166.20251217.10
title: Bacillus licheniformis (Weigmann 1898) Chester 1901

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.13145/bacdive169167.20241212.9.2
title: Bacillus licheniformis (Weigmann 1898) Chester 1901

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.15468/dl.qzh6ph
title: Occurrence Download

description: A dataset containing 1012014 species occurrences available in GBIF matching the query:
{
 "and" : [
 "GadmGid is FRA.6.1_1",
 "PublishingOrg is 1928bdf0-f5d2-11dc-8c12-b8a03c50a862",
 "Year 2005-2026"
 ]
}

 The dataset includes 1012014 records from 321 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009268-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.a9hzvq
title: Occurrence Download

description: A dataset containing 1520770 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((91.14662 32.15111,91.15035 32.13924,91.01514 31.36143,91.6338 30.48103,93.18045 30.74278,95.46473 29.93376,98.08214 28.19675,98.43905 24.84171,97.32071 22.46225,96.34513 20.79663,96.65446 18.7027,97.48727 16.20427,99.1291 16.03771,99.1053 16.9419,98.72459 17.51297,98.72459 18.46476,99.27187 19.51172,99.79535 21.67703,100.08088 23.10471,100.41401 24.34203,99.96191 24.8893,99.26235 26.21823,98.90067 29.13069,96.00725 31.92894,92.75214 32.9759,91.53386 32.7094,91.14662 32.15111))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present"
 ]
}

 The dataset includes 1520770 records from 1219 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009269-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5517/cc4kb99
title: CCDC 135820: Experimental Crystal Structure Determination

description: Related Article: J.Guan, E.Siebel, R.D.Fischer|1999|Acta Crystallogr.,Sect.C:Cryst.Struct.Commun.|55|1449|doi:10.1107/S0108270199007532
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.2908/trng_lfs_02
title: Taux de participation à l'éducation et à la formation (4 dernières semaines) par niveau d'éducation atteint
title: Teilnahmequote an Bildung und Weiterbildung (letzte 4 Wochen) nach Bildungsabschluss
title: Participation rate in education and training (last 4 weeks) by educational attainment level
DOI: 10.2908/trng_lfs_03
title: Taux de participation à l'éducation et à la formation (4 dernières semaines) par statut au regard de l'emploi
title: Participation rate in education and training (last 4 weeks) by labour status
title: Teilnahmequote an Bildung und Weiterbildung (letzte 4 Wochen) nach Erwerbsstatus
DOI: 10.5517/ccdc.csd.cc2cjgx9
title: CCDC 2190581: Experimental Crystal Structure Determination

description: Related Article: Simon Schundelmeier, Christina Tönshoff, Andreas Göttler, Ralf Einholz, Hartmut Schubert, Holger F. Bettinger, Bernd Speiser|2023|J.Org.Chem.|88|1364|doi:10.1021/acs.joc.2c02149
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5517/ccdc.csd.cc2g0cc7
title: CCDC 2264468: Experimental Crystal Structure Determination

description: Related Article: Devarajulu Sureshkumar, Krishna Gopal Ghosh, Debabrata Das|2023|CSD Communication|||
description: Related Article: Krishna Gopal Ghosh, Debabrata Das, Vinjamuri Srinivasu, Koustav Pal, Devarajulu Sureshkumar|2026|Chemical Science|||doi:10.1039/d5sc08683c
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5517/ccdc.csd.cc2l3cvy
title: CCDC 2386530: Experimental Crystal Structure Determination

description: Related Article: Joshua D. Queen, Robin Grotjahn, Liliana Garcia, Guodong Rao, Angela A. Shiau, R. David Britt, Joseph W. Ziller, Filipp Furche, William J. Evans|2026|J.Am.Chem.Soc.|||doi:10.1021/jacs.5c19366
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5517/ccdc.csd.cc2l3cwz
title: CCDC 2386531: Experimental Crystal Structure Determination

description: Related Article: Joshua D. Queen, Robin Grotjahn, Liliana Garcia, Guodong Rao, Angela A. Shiau, R. David Britt, Joseph W. Ziller, Filipp Furche, William J. Evans|2026|J.Am.Chem.Soc.|||doi:10.1021/jacs.5c19366
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5517/ccdc.csd.cc2l3cx0
title: CCDC 2386532: Experimental Crystal Structure Determination

description: Related Article: Joshua D. Queen, Robin Grotjahn, Liliana Garcia, Guodong Rao, Angela A. Shiau, R. David Britt, Joseph W. Ziller, Filipp Furche, William J. Evans|2026|J.Am.Chem.Soc.|||doi:10.1021/jacs.5c19366
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5517/ccdc.csd.cc2nty1h
title: CCDC 2467787: Experimental Crystal Structure Determination

description: Related Article: Gang Yang, Wei Ye, Yueqi Shen, Dongsheng Shao, Jian-Lan Liu, Zhengfang Tian, Weihua Ning, Xiaoming Ren
|2025|Chemical Science|16|18766|doi:10.1039/d5sc05322f
description: Related Article: G. Yang, W. Ye, Y. Shen, D.-S. Shao, J.-L. Liu, Z.-F. Tian, W. Ning and X.-M. Ren|2025|CSD Communication|||
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5517/ccdc.csd.cc2pb1fj
title: CCDC 2482307: Experimental Crystal Structure Determination

description: Related Article: Subhas Samanta|2025|CSD Communication|||
description: Related Article: Swati Rani, Priya Kaith, Swayang Priya Mahanta,  Muskan, Nisha Yadav, Avtar Changotra, Subhankar Bedanta, Prathapa Siriyara Jagannathae, Ashok Bera, Subhas Samanta|2026|Inorg.Chem.Front.|||doi:10.1039/d5qi01965f
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5517/ccdc.csd.cc2pnn12
title: CCDC 2492494: Experimental Crystal Structure Determination

description: Related Article: Adnan Ishaq|2025|CSD Communication|||
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5517/ccdc.csd.cc2pnn23
title: CCDC 2492495: Experimental Crystal Structure Determination

description: Related Article: wenhsuan lin|2025|CSD Communication|||
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5517/ccdc.csd.cc2pnn67
title: CCDC 2492499: Experimental Crystal Structure Determination

description: Related Article: Eric Bosch|2025|CSD Communication|||
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5517/ccdc.csd.cc2pntfm
title: CCDC 2492661: Experimental Crystal Structure Determination

description: Related Article: Karlheinz Sünkel, Christian Klein-Heßling|2025|CSD Communication|||
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5517/ccdc.csd.cc2pntgn
title: CCDC 2492662: Experimental Crystal Structure Determination

description: Related Article: Karlheinz Sünkel, Christian Klein-Heßling|2025|CSD Communication|||
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5517/ccdc.csd.cc2pnthp
title: CCDC 2492663: Experimental Crystal Structure Determination

description: Related Article: Karlheinz Sünkel, Christian Klein-Heßling|2025|CSD Communication|||
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5281/zenodo.18455038
title: Data for German Regeneration Maps 2012

description: We combined regeneration density observations from the German NFI to map the forest regeneration across Germany and evaluate potential regeneration gaps using a three-step approach. First, we combined the NFI regeneration data with environmental data to construct species-specific regeneration models. Second, we evaluated the predictive performance of the regeneration models using 10-fold blocked cross-validation and used the validated models to predict regeneration densities for the forest area of Germany. Third, we mapped indicators of regeneration quantity and quality, demonstrating their potential application for Bavaria. 

Here this repository consists of:



data.zip (input data)

output.zip (output data)

GermanRegenerationMaps2012_workflow.png (code workflow to generate output.zip from data.zip)

Predictors.png (information on predictor variables)

Sapling_DHARMaresidual.pdf (information on model residuals)


See additional information in related works:



for full data references please look up our publication

for related code see GitHub and Zenodo

to view and explore the generated regeneration maps online please see Google Earth Engine
DOI: 10.5517/ccdc.csd.cc2pnvbk
title: CCDC 2492689: Experimental Crystal Structure Determination

description: Related Article: J. T. Mague, M. J. Fink|2025|CSD Communication|||
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5517/ccdc.csd.cc2pnvfn
title: CCDC 2492692: Experimental Crystal Structure Determination

description: Related Article: Milan Gembicky|2025|CSD Communication|||
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.