cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.257ac6
title: Occurrence Download

description: A dataset containing 8820 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Opuntia humifusa, Opuntia pumila, Opuntia turgida, Opuntia impedata, Cactus italicus, Opuntia mesacantha grandiflora)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 2000"
 ]
}

 The dataset includes 8820 records from 129 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0021541-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.57bm3t
title: Occurrence Download

description: A dataset containing 3546 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Lamium amplexicaule",
 "Country is Poland",
 "HasCoordinate is true"
 ]
}

 The dataset includes 3546 records from 20 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0021544-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.r8pr9n
title: Occurrence Download

description: A dataset containing 76 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Rattus rattus",
 "Country is Solomon Islands",
 "HasCoordinate is true"
 ]
}

 The dataset includes 76 records from 11 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0021545-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.6yyrtf
title: Occurrence Download

description: A dataset containing 15455 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Laboratorio de Entomología y Control de Plagas del Instituto Cavanilles de Biodiversidad y Biología Evolutiva de la Universidad de Valencia: ENV"
 ]
}

 The dataset includes 15455 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0021546-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ecd2x4
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Inga vera",
 "Country is Angola",
 "HasCoordinate is true"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0021547-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.gwu96g
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "BasisOfRecord is one of (Human Observation, Machine Observation, Occurrence evidence, Observation)",
 "TaxonKey is one of (Sciurus spadiceus)",
 "Country is one of (Bermuda, Canada, Greenland, Saint Pierre and Miquelon, United States of America)"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0021548-250717081556266/datasets/export for details.
DOI: 10.15468/dl.sjj69p
title: Occurrence Download

description: A dataset containing 153575 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "TaxonKey is Oxalis corniculata"
 ]
}

 The dataset includes 153575 records from 1406 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0021440-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.vvdn3f
title: Occurrence Download

description: A dataset containing 411 species occurrences available in GBIF matching the query:
{
 "and" : [
 "GadmGid is KOR",
 "OccurrenceStatus is Present",
 "TaxonKey is Prionailurus bengalensis"
 ]
}

 The dataset includes 411 records from 24 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008328-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.h2bnf6
title: Occurrence Download

description: A dataset containing 385781 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Tracheophyta",
 "Geometry POLYGON((-53.88 -29.93, -48.91 -29.93, -48.91 -24.46, -53.88 -24.46, -53.88 -29.93))",
 "BasisOfRecord is one of (Specimen)"
 ]
}

 The dataset includes 385781 records from 287 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0016792-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.18508272
title: User Acceptance, Safety Perceptions, Governance, and Policy Feasibility of AI-Based Surveillance for Women in Urban Public Transport

description: “This dataset contains anonymized survey responses from 200 female public transport users in Jakarta, collected for the study ‘User Acceptance, Safety Perceptions, Governance, and Policy Feasibility of AI-Based Surveillance for Women in Urban Public Transport.’ The dataset supports analysis of women’s safety perceptions, harassment experiences, and acceptance of AI-based smart surveillance systems. All personal identifiers have been removed to ensure confidentiality. Supplementary materials from the Delphi expert validation process are available upon reasonable request from the corresponding author.”
description: Women’s safety remains a critical concern in urban public transport systems, particularly in high-density metropolitan contexts. This study examines user acceptance, safety perceptions, governance considerations, and policy feasibility of AI-based surveillance for enhancing women’s safety in urban public transport. Using survey data collected from 200 female public transport users in Jakarta, the study applies descriptive analysis alongside the Customer Satisfaction Index (CSI) and Net Promoter Score (NPS) to assess public readiness and acceptance of intelligent surveillance measures. In addition, expert validation through a two-round Delphi method is employed to evaluate governance and implementation feasibility. The findings reveal high levels of perceived insecurity among female commuters, alongside strong acceptance of AI-based surveillance, provided that issues related to privacy protection, transparency, and institutional governance are adequately addressed. The study offers policy-relevant insights for urban authorities and contributes to the development of inclusive, socially acceptable, and technology-supported safety strategies within urban mobility systems.
description: This study adopted a quantitative descriptive research design to examine women’s safety conditions and user acceptance of AI-based smart surveillance systems in urban public transport. A descriptive approach was selected to capture users’ perceptions, experiences, and attitudes toward safety and surveillance technologies without manipulating study variables
DOI: 10.5281/zenodo.18508273
title: User Acceptance, Safety Perceptions, Governance, and Policy Feasibility of AI-Based Surveillance for Women in Urban Public Transport

description: “This dataset contains anonymized survey responses from 200 female public transport users in Jakarta, collected for the study ‘User Acceptance, Safety Perceptions, Governance, and Policy Feasibility of AI-Based Surveillance for Women in Urban Public Transport.’ The dataset supports analysis of women’s safety perceptions, harassment experiences, and acceptance of AI-based smart surveillance systems. All personal identifiers have been removed to ensure confidentiality. Supplementary materials from the Delphi expert validation process are available upon reasonable request from the corresponding author.”
description: Women’s safety remains a critical concern in urban public transport systems, particularly in high-density metropolitan contexts. This study examines user acceptance, safety perceptions, governance considerations, and policy feasibility of AI-based surveillance for enhancing women’s safety in urban public transport. Using survey data collected from 200 female public transport users in Jakarta, the study applies descriptive analysis alongside the Customer Satisfaction Index (CSI) and Net Promoter Score (NPS) to assess public readiness and acceptance of intelligent surveillance measures. In addition, expert validation through a two-round Delphi method is employed to evaluate governance and implementation feasibility. The findings reveal high levels of perceived insecurity among female commuters, alongside strong acceptance of AI-based surveillance, provided that issues related to privacy protection, transparency, and institutional governance are adequately addressed. The study offers policy-relevant insights for urban authorities and contributes to the development of inclusive, socially acceptable, and technology-supported safety strategies within urban mobility systems.
description: This study adopted a quantitative descriptive research design to examine women’s safety conditions and user acceptance of AI-based smart surveillance systems in urban public transport. A descriptive approach was selected to capture users’ perceptions, experiences, and attitudes toward safety and surveillance technologies without manipulating study variables
DOI: 10.5517/ccdc.csd.cc2gx5k4
title: CCDC 2291196: Experimental Crystal Structure Determination

description: Related Article: Ning Zhang,  Bing Wang,  Yanliang Wu,  Wenhao Chen,  Shuxia Zhu,  Linfang Lu,  Zhigang Ni,  Di Wu|2025|Nat.Commun.|16|11572|doi:10.1038/s41467-025-67892-1
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.cc2n0vm5
title: CCDC 2443687: Experimental Crystal Structure Determination

description: Related Article: Ning Zhang,  Bing Wang,  Yanliang Wu,  Wenhao Chen,  Shuxia Zhu,  Linfang Lu,  Zhigang Ni,  Di Wu|2025|Nat.Commun.|16|11572|doi:10.1038/s41467-025-67892-1
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.cc2n0vn6
title: CCDC 2443688: Experimental Crystal Structure Determination

description: Related Article: Ning Zhang,  Bing Wang,  Yanliang Wu,  Wenhao Chen,  Shuxia Zhu,  Linfang Lu,  Zhigang Ni,  Di Wu|2025|Nat.Commun.|16|11572|doi:10.1038/s41467-025-67892-1
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.cc2n0vp7
title: CCDC 2443689: Experimental Crystal Structure Determination

description: Related Article: Ning Zhang,  Bing Wang,  Yanliang Wu,  Wenhao Chen,  Shuxia Zhu,  Linfang Lu,  Zhigang Ni,  Di Wu|2025|Nat.Commun.|16|11572|doi:10.1038/s41467-025-67892-1
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.cc2n0vq8
title: CCDC 2443690: Experimental Crystal Structure Determination

description: Related Article: Ning Zhang,  Bing Wang,  Yanliang Wu,  Wenhao Chen,  Shuxia Zhu,  Linfang Lu,  Zhigang Ni,  Di Wu|2025|Nat.Commun.|16|11572|doi:10.1038/s41467-025-67892-1
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.cc2n0vr9
title: CCDC 2443691: Experimental Crystal Structure Determination

description: Related Article: Ning Zhang,  Bing Wang,  Yanliang Wu,  Wenhao Chen,  Shuxia Zhu,  Linfang Lu,  Zhigang Ni,  Di Wu|2025|Nat.Commun.|16|11572|doi:10.1038/s41467-025-67892-1
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.cc2gx5j3
title: CCDC 2291195: Experimental Crystal Structure Determination

description: Related Article: Ning Zhang,  Bing Wang,  Yanliang Wu,  Wenhao Chen,  Shuxia Zhu,  Linfang Lu,  Zhigang Ni,  Di Wu|2025|Nat.Commun.|16|11572|doi:10.1038/s41467-025-67892-1
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.cc2n0vsb
title: CCDC 2443692: Experimental Crystal Structure Determination

description: Related Article: Ning Zhang,  Bing Wang,  Yanliang Wu,  Wenhao Chen,  Shuxia Zhu,  Linfang Lu,  Zhigang Ni,  Di Wu|2025|Nat.Commun.|16|11572|doi:10.1038/s41467-025-67892-1
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.18503211
title: Non-double-couple events in Tottori

description: Information on non–double-couple events and the code used for verification.
DOI: 10.5281/zenodo.18508647
title: Non-double-couple events in Tottori

description: Information on non–double-couple events and the code used for verification.
DOI: 10.5281/zenodo.18508678
title: La digitalisation de la gestion de la chaine d'approvisionnement et logistique au Maroc : état des lieux

description: Dans le cadre de la stratégie Maroc Digital 2030, cet article propose un état des lieux de la digitalisation logistique au Maroc, en s’appuyant sur une analyse documentaire de rapports institutionnels et de données statistiques nationales et internationales. Les résultats mettent en évidence des progrès notables en matière de dématérialisation des procédures, de développement des infrastructures numériques et d’intégration des systèmes d’information, contribuant à une meilleure traçabilité des flux, à la réduction des délais et à une coordination accrue des acteurs. Toutefois, l’étude révèle une hétérogénéité persistante du niveau de maturité digitale, marquée par des écarts entre grandes entreprises et PME, ainsi qu’entre plateformes structurées et logistique intérieure. Le positionnement du Maroc dans les classements internationaux confirme une performance compétitive à l’échelle régionale et continentale, mais un niveau intermédiaire au regard des standards mondiaux. Ces résultats soulignent que la digitalisation représente un levier clé d’amélioration de la performance logistique, à condition d’être soutenue par des politiques cohérentes, le développement des compétences numériques et une coordination renforcée entre acteurs publics et privés.
DOI: 10.5281/zenodo.18508679
title: La digitalisation de la gestion de la chaine d'approvisionnement et logistique au Maroc : état des lieux

description: Dans le cadre de la stratégie Maroc Digital 2030, cet article propose un état des lieux de la digitalisation logistique au Maroc, en s’appuyant sur une analyse documentaire de rapports institutionnels et de données statistiques nationales et internationales. Les résultats mettent en évidence des progrès notables en matière de dématérialisation des procédures, de développement des infrastructures numériques et d’intégration des systèmes d’information, contribuant à une meilleure traçabilité des flux, à la réduction des délais et à une coordination accrue des acteurs. Toutefois, l’étude révèle une hétérogénéité persistante du niveau de maturité digitale, marquée par des écarts entre grandes entreprises et PME, ainsi qu’entre plateformes structurées et logistique intérieure. Le positionnement du Maroc dans les classements internationaux confirme une performance compétitive à l’échelle régionale et continentale, mais un niveau intermédiaire au regard des standards mondiaux. Ces résultats soulignent que la digitalisation représente un levier clé d’amélioration de la performance logistique, à condition d’être soutenue par des politiques cohérentes, le développement des compétences numériques et une coordination renforcée entre acteurs publics et privés.
DOI: 10.15468/dl.tkpf87
title: Occurrence Download

description: A dataset containing 45 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Meriania boliviensis"
 ]
}

 The dataset includes 45 records from 20 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0016802-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.rs2xez
title: Occurrence Download

description: A dataset containing 175454 records in GBIF matching the query:

 SELECT gbifid, datasetkey, specieskey, kingdom, phylum, class, "order", family, genus, species, scientificname, decimallatitude, decimallongitude, eventdate, institutioncode, "year" AS obs_year, basisofrecord, coordinateuncertaintyinmeters, issue
 FROM occurrence
 WHERE
 decimallatitude IS NOT NULL
 AND decimallongitude IS NOT NULL
 AND NOT ARRAY_CONTAINS(issue, 'ZERO_COORDINATE')
 AND NOT ARRAY_CONTAINS(issue, 'COORDINATE_OUT_OF_RANGE')
 AND NOT ARRAY_CONTAINS(issue, 'COORDINATE_INVALID')
 AND NOT ARRAY_CONTAINS(issue, 'COUNTRY_COORDINATE_MISMATCH')
 AND "year" &gt;= 2015
 AND "year" &lt;= 2026
 AND coordinateuncertaintyinmeters IS NOT NULL
 AND coordinateuncertaintyinmeters &gt; 0
 AND coordinateuncertaintyinmeters &lt;= 200.0
 AND decimallatitude &gt;= -33.06103686093294
 AND decimallatitude &lt;= -28.773895969281842
 AND decimallongitude &gt;= 129.91202131430416
 AND decimallongitude &lt;= 139.1529135841863
 AND GBIF_Within('POLYGON ((139.152914 -33.061037, 139.152914 -28.773896, 129.912021 -28.773896, 129.912021 -33.061037, 139.152914 -33.061037))', decimallatitude, decimallongitude) = TRUE
 

 The dataset's 175454 records were derived from 30 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0016797-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.e32jh9
title: Occurrence Download

description: A dataset containing 709 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is South America",
 "Country is Brazil",
 "TaxonKey is one of (Callicebus barbarabrownae, Callicebus personatus barbarabrownae, Callicebus coimbrai, Callicebus melanochir, Callicebus personatus melanochir, Callicebus nigrifrons, Callicebus personatus nigrifrons, Callicebus personatus, Callicebus personatus brunello, Callicebus personatus personatus)"
 ]
}

 The dataset includes 709 records from 34 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0016803-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.18508696
title: MPLID: Membrane Protein-Lipid Interface Dataset v2.0.0

description: A large-scale dataset of experimentally validated lipid contact residues derived from crystallographic structures in the Protein Data Bank.


100% CRYSTALLOGRAPHIC LABELS - NO COMPUTATIONAL DATABASE DEPENDENCIES


Dataset Statistics (v2.0.0)



Proteins: 7,541

Total residues: 10,486,965

Contact residues: 98,101

Contact rate: 0.94%

Sequence clusters: 1,848 (30% identity)

Lipid codes recognized: 121



Train/Validation/Test Splits



Train: 4,644 proteins, 7,521,766 residues

Val: 1,436 proteins, 1,507,429 residues

Test: 1,413 proteins, 1,391,166 residues



Key Features



Labels derived 100% from PDB crystallographic coordinates

4.0 Å Cα-to-lipid distance cutoff

140× more proteins than DREAMM benchmark

Cluster-aware splits prevent data leakage

Fully reproducible from public PDB data



GitHub: https://github.com/omagebright/MPLID
description: Funded by São Paulo Research Foundation (FAPESP) grants 2023/02691-2 and 2025/23708-6.
DOI: 10.15468/dl.br2528
title: Occurrence Download

description: A dataset containing 112 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Ocotea comata"
 ]
}

 The dataset includes 112 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0016804-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.tre6c7
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "and" : [
 "OccurrenceStatus is Present",
 "PublishingOrg is 478a9e81-e716-42dc-a68d-03487953a32e",
 "TaxonKey is Niceforonia nana"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0016805-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.j3zk3b
title: Occurrence Download

description: A dataset containing 7719 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Pagophilus groenlandicus"
 ]
}

 The dataset includes 7719 records from 117 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0016806-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.