cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.wsaebo
title: Occurrence Download

description: A dataset containing 2541560 species occurrences available in GBIF matching the query:
{
 "Geometry" : [
 "POLYGON((31.02344 -26.04952,41.1502 -26.04952,41.1502 -10.26744,31.02344 -10.26744,31.02344 -26.04952))"
 ]
}

 The dataset includes 2541560 records from 491 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0016546-190621201848488/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.fekju6
title: Occurrence Download

description: A dataset containing 45 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Ecuador",
 "TaxonKey is Gnaphalium antennarioides DC."
 ]
}

 The dataset includes 45 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0135898-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ucgdh4
title: Occurrence Download

description: A dataset containing 301 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Streptanthus flavescens Hook."
 ]
}

 The dataset includes 301 records from 39 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0064999-231120084113126/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.jqikbq
title: Occurrence Download

description: A dataset containing 55523 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Ursus Linnaeus, 1758"
 ]
}

 The dataset includes 55523 records from 351 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014094-180131172636756/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.vkuyqb
title: Occurrence Download

description: A dataset containing 7175 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Platanthera bifolia (L.) Rich.",
 "MediaType is Image",
 "BasisOfRecord is Human Observation"
 ]
}

 The dataset includes 7175 records from 13 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0408846-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.jjeyjt
title: Occurrence Download

description: A dataset containing 235 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Streptanthus glaucus (S.Watson) Jeps."
 ]
}

 The dataset includes 235 records from 39 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0065002-231120084113126/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.yfwmec
title: Occurrence Download

description: A dataset containing 63 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Aphonopelma anitahoffmannae Locht, Medina, Rojo & Vázquez, 2005"
 ]
}

 The dataset includes 63 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000378-190813142620410/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.3gd3xm
title: Occurrence Download

description: A dataset containing 5005 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Netherlands",
 "OccurrenceStatus is Present",
 "TaxonKey is Lutra lutra (Linnaeus, 1758)",
 "Year 2010-2020"
 ]
}

 The dataset includes 5005 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0109813-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.bspqfy
title: Occurrence Download

description: A dataset containing 125325 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Taxus baccata L."
 ]
}

 The dataset includes 125325 records from 732 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0065010-231120084113126/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5517/cc11ync0
title: CCDC 981812: Experimental Crystal Structure Determination

description: Related Article: Fangdong Hu, Ying Xia, Zhenxing Liu, Chen Ma, Yan Zhang, Jianbo Wang|2014|Org.Biomol.Chem.|12|3590|doi:10.1039/C4OB00590B
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.cc11ynd1
title: CCDC 981813: Experimental Crystal Structure Determination

description: Related Article: Hyungphil Chun|2014|Bull.Korean Chem.Soc.|35|1879|doi:10.5012/bkcs.2014.35.6.1879
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/cc11ymk5
title: CCDC 981787: Experimental Crystal Structure Determination

description: Related Article: Erich Altenhofer, Michael Harmata|2014|Org.Lett.|16|3|doi:10.1021/ol4029918
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/cc11ynf2
title: CCDC 981814: Experimental Crystal Structure Determination

description: Related Article: Chunmei Chen, Guangzheng Wei, Hucheng Zhu, Yi Guo, Xiao-Nian Li, Jinwen Zhang, Yanfei Liu, Guangmin Yao, Zengwei Luo, Yongbo Xue, Yonghui Zhang|2015|Fitoterapia|103|227|doi:10.1016/j.fitote.2015.04.009
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/cc11yq2s
title: CCDC 981865: Experimental Crystal Structure Determination

description: Related Article: RyanA. Brawn ,  Kaicheng Zhu ,  andJames S. Panek|2014|Org.Lett.|16|74|doi:10.1021/ol403035g
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/cc11yq3t
title: CCDC 981866: Experimental Crystal Structure Determination

description: Related Article: RyanA. Brawn ,  Kaicheng Zhu ,  andJames S. Panek|2014|Org.Lett.|16|74|doi:10.1021/ol403035g
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.17042359
title: High-Resolution Global Streamflow Dataset from 1980 - 2020 for 2.94 Million Rivers Using the Physics-Embedded δHBV2–δMC2 Model

description: This dataset provides global-scale streamflow simulations generated with the physics-embedded, high-resolution δHBV2–δMC2 model, developed by the Multi-scale Hydrology, Processes, and Intelligence (MHPI) team at The Pennsylvania State University, led by Dr. Chaopeng Shen’s Hydrologic Deep Learning and Modeling group. This data is provided as is, and we do not assume any responsibility as a result of the use of this data.

This dataset is a direct result of Ji et al., 2025 described below, which built upon the work in Song et al., 2025. Due to Zenodo's storage limitations, a complete copy of the global simulation has been uploaded to hydroshare (http://www.hydroshare.org/resource/6c8191d3613c4477b717be41c81a4372). 

Please cite these two papers if you find the data to be of use (* indicates MHPI group members, italic indicates corresponding author) and refer to the Zenodo DOI rather than the HydroShare link when acknowledging the data source:

Ji, Haoyu*, Yalan Song*, Tadd Bindas*, Chaopeng Shen*, Yuan Yang, Ming Pan, Jiangtao Liu*, Farshid Rahmani*, Ather Abbas, Hylke Beck, Kathryn Lawson* and Yoshihide Wada (2025). Distinct hydrologic response patterns and trends worldwide revealed by physics-embedded learning. Nature Communications, doi.org/10.1038/s41467-025-64367-1

Song, Yalan*, Tadd Bindas*, Chaopeng Shen*, Haoyu Ji*, Wouter J. M. Knoben, Leo Lonzarich*, Martyn P. Clark, Jiangtao Liu*, Katie van Werkhoven, Sam Lemont, Matthew Denno, Ming Pan, Yuan Yang, Jeremy Rapp, Mukesh Kumar, Farshid Rahmani*, Cyril Thébault, Richard Adkins, James Halgren, Trupesh Patel, Arpita Patel, Kamlesh Sawadekar*, and Kathryn Lawson* (2025). High-resolution national-scale water modeling is enhanced by multiscale differentiable physics-informed machine learning. Water Resources Research, doi: 10.1029/2024WR038928

More information on our research group and publications can be found at www.mhpi.info, and our publicly-available codes are also available on Github at www.github.com/mhpi. A wiki with summaries, benchmarks, and more information is available at https://mhpi.github.io.

To facilitate data access, the global river network has been partitioned into zones based on the MERIT Flowlines framework. Users can download subsets corresponding to their regions of interest. The MERIT basin delineations are available at: https://www.reachhydro.org/home/params/merit-basins.See the README file for more information.
DOI: 10.5517/cc11ynn9
title: CCDC 981821: Experimental Crystal Structure Determination

description: Related Article: Fuling Liu, Yuwen Xu, Lianming Zhao, Liangliang Zhang, Wenyue Guo, Rongming Wang, Daofeng Sun|2015|J.Mater.Chem.A|3|21545|doi:10.1039/C5TA03680A
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/cc11ynpb
title: CCDC 981822: Experimental Crystal Structure Determination

description: Related Article: Fuling Liu, Yuwen Xu, Lianming Zhao, Liangliang Zhang, Wenyue Guo, Rongming Wang, Daofeng Sun|2015|J.Mater.Chem.A|3|21545|doi:10.1039/C5TA03680A
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/cc11ynqc
title: CCDC 981823: Experimental Crystal Structure Determination

description: Related Article: Fuling Liu, Yuwen Xu, Lianming Zhao, Liangliang Zhang, Wenyue Guo, Rongming Wang, Daofeng Sun|2015|J.Mater.Chem.A|3|21545|doi:10.1039/C5TA03680A
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/cc11yq0q
title: CCDC 981863: Experimental Crystal Structure Determination

description: Related Article: Bing Gao, Yanchuan Zhao, Chuanfa Ni, Jinbo Hu|2014|Org.Lett.|16|102|doi:10.1021/ol403083e
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/cc11yq1r
title: CCDC 981864: Experimental Crystal Structure Determination

description: Related Article: Bing Gao, Yanchuan Zhao, Chuanfa Ni, Jinbo Hu|2014|Org.Lett.|16|102|doi:10.1021/ol403083e
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: 10.15468/dl.bdz4j9
title: Occurrence Download

description: A dataset listing the 1195 species recorded in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "Country is one of (Colombia, Bolivia (Plurinational State of), Peru, Ecuador, Venezuela (Bolivarian Republic of))",
 "OccurrenceStatus is Present",
 "TaxonKey is Lauraceae"
 ]
}

 The dataset's 1195 records were derived from 264 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0049950-251009101135966/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5517/ccxyf8j
title: CCDC 862428: Experimental Crystal Structure Determination

description: Related Article: Miaoshui Lin, Yuhua Cao, Hao Pei, Yanmei Chen, Jian Wu, Yahong Li, Wei Liu|2014|RSC Advances|4|9255|doi:10.1039/C3RA45823G
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/ccy6pg8
title: CCDC 870370: Experimental Crystal Structure Determination

description: Related Article: Miaoshui Lin, Yuhua Cao, Hao Pei, Yanmei Chen, Jian Wu, Yahong Li, Wei Liu|2014|RSC Advances|4|9255|doi:10.1039/C3RA45823G
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/cc11ynyl
title: CCDC 981830: Experimental Crystal Structure Determination

description: Related Article: Mohamad-Ali Tehfe, Stéphane Schweizer, Anne-Caroline Chany, Cédric Ysacco, Jean-Louis Clément, Didier Gigmes, Fabrice Morlet-Savary, Jean-Pierre Fouassier, Markus Neuburger, Théophile Tschamber, Nicolas Blanchard, Jacques Lalevée|2014|Chem.-Eur.J.|20|5054|doi:10.1002/chem.201400197
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/cc11ynzm
title: CCDC 981831: Experimental Crystal Structure Determination

description: Related Article: Mohamad-Ali Tehfe, Stéphane Schweizer, Anne-Caroline Chany, Cédric Ysacco, Jean-Louis Clément, Didier Gigmes, Fabrice Morlet-Savary, Jean-Pierre Fouassier, Markus Neuburger, Théophile Tschamber, Nicolas Blanchard, Jacques Lalevée|2014|Chem.-Eur.J.|20|5054|doi:10.1002/chem.201400197
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/cc11yp0p
title: CCDC 981832: Experimental Crystal Structure Determination

description: Related Article: Mohamad-Ali Tehfe, Stéphane Schweizer, Anne-Caroline Chany, Cédric Ysacco, Jean-Louis Clément, Didier Gigmes, Fabrice Morlet-Savary, Jean-Pierre Fouassier, Markus Neuburger, Théophile Tschamber, Nicolas Blanchard, Jacques Lalevée|2014|Chem.-Eur.J.|20|5054|doi:10.1002/chem.201400197
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/cc11yp1q
title: CCDC 981833: Experimental Crystal Structure Determination

description: Related Article: Mohamad-Ali Tehfe, Stéphane Schweizer, Anne-Caroline Chany, Cédric Ysacco, Jean-Louis Clément, Didier Gigmes, Fabrice Morlet-Savary, Jean-Pierre Fouassier, Markus Neuburger, Théophile Tschamber, Nicolas Blanchard, Jacques Lalevée|2014|Chem.-Eur.J.|20|5054|doi:10.1002/chem.201400197
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/cc11yp2r
title: CCDC 981834: Experimental Crystal Structure Determination

description: Related Article: Andrew J. Swarts, Selwyn F. Mapolie|2014|Dalton Trans.|43|9892|doi:10.1039/C4DT00537F
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/cc11yp3s
title: CCDC 981835: Experimental Crystal Structure Determination

description: Related Article: Andrew J. Swarts, Selwyn F. Mapolie|2014|Dalton Trans.|43|9892|doi:10.1039/C4DT00537F
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/cc11yp4t
title: CCDC 981836: Experimental Crystal Structure Determination

description: Related Article: Stéfanos L. Georgopoulos, Humberto C. Garcia, Howell G.M. Edwards, Luiz Fernando Cappa de Oliveira|2016|J.Mol.Struct.|1108|542|doi:10.1016/j.molstruc.2015.12.049
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/cc11yp5v
title: CCDC 981837: Experimental Crystal Structure Determination

description: Related Article: Stéfanos L. Georgopoulos, Humberto C. Garcia, Howell G.M. Edwards, Luiz Fernando Cappa de Oliveira|2016|J.Mol.Struct.|1108|542|doi:10.1016/j.molstruc.2015.12.049
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/cc11yp7x
title: CCDC 981839: Experimental Crystal Structure Determination

description: Related Article: Zheng Niu, Sheng Fang, Jian-Gong Ma, Xiao-Ping Zhang, Peng Cheng|2014|Chem.Commun.|50|7797|doi:10.1039/C4CC00426D
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/cc11yp8y
title: CCDC 981840: Experimental Crystal Structure Determination

description: Related Article: Zheng Niu, Sheng Fang, Jian-Gong Ma, Xiao-Ping Zhang, Peng Cheng|2014|Chem.Commun.|50|7797|doi:10.1039/C4CC00426D
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/cc11ypc1
title: CCDC 981843: Experimental Crystal Structure Determination

description: Related Article: Jaydip Ghosh, Pritam Biswas, Tapas Sarkar, Michael G. B. Drew, Chandrakanta Bandyopadhyay|2014|Tetrahedron Lett.|55|2924|doi:10.1016/j.tetlet.2014.03.072
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: 10.6084/m9.figshare.30327817.v1
title: Supplemental Table 1. Results of the linear mixed effect model for peak force of the resting twitch

description: Results of a linear mixed effect model for peak force of the resting twitch following a maximal isometric 10-s conditioning contraction of the knee extensors at sea level, and again within the same participants after being at high altitude (3800 m) for 1-2 and 11-13 days.