cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.8x3etz
title: Occurrence Download

description: A dataset containing 1425 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Sciurus yucatanensis J.A.Allen, 1877"
 ]
}

 The dataset includes 1425 records from 40 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006053-231120084113126/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ewgq4q
title: Occurrence Download

description: A dataset containing 1695 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Mexico",
 "TaxonKey is Latrodectus mactans (Fabricius, 1775)"
 ]
}

 The dataset includes 1695 records from 12 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004881-200221144449610/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.qpjjaq
title: Occurrence Download

description: A dataset containing 79302 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Aves",
 "DecimalLatitude is greater than 35.8277584981011",
 "DecimalLatitude is less than 36.2053795212041",
 "DecimalLongitude is greater than -75.9004117289521",
 "DecimalLongitude is less than -75.4358478846261"
 ]
}

 The dataset includes 79302 records from 19 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003040-160311141623029/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.qvd2sw
title: Occurrence Download

description: A dataset containing 9 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Aloe scabrifolia L.E.Newton & Lavranos"
 ]
}

 The dataset includes 9 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0026116-240216155721649/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.32tn63
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Pterygocephalidae"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0056187-210914110416597/datasets/export for details.
DOI: 10.15468/dl.5wlnug
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Bacteria",
 "DecimalLatitude is greater than 42.4838495874505",
 "DecimalLatitude is less than 43.1036776882974",
 "DecimalLongitude is greater than -115.335021732773",
 "DecimalLongitude is less than -114.544123106814"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005271-180824113759888/datasets/export for details.
DOI: 10.15468/dl.bqjq9a
title: Occurrence Download

description: A dataset containing 15046 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is Colección de mariposas del Museo de Entomología de la Universidad del Valle"
 ]
}

 The dataset includes 15046 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0045202-231002084531237/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.n2fy95
title: Occurrence Download

description: A dataset listing the 1 species recorded in GBIF matching the query:
{
 "TaxonKey" : [
 "is Choiromyces venosus (Fr.) Th.Fr."
 ]
}

 The dataset's 1 records were derived from 16 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0110801-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.6084/m9.figshare.30041725
title: Global Rainwater Management Program (GRMP) for Saudi Arabia.

description: <i>Exploring an Opportunity to Conserve 15 BCM Rain and Flood Waters Each Year in Saudi Arabia with the Global Rainwater Management Program (GRMP) — Pilot Focus on Asir, Al-Bahah, Jazan, and Makkah</i>
DOI: 10.6084/m9.figshare.30041725.v1
title: Global Rainwater Management Program (GRMP) for Saudi Arabia.

description: <i>Exploring an Opportunity to Conserve 15 BCM Rain and Flood Waters Each Year in Saudi Arabia with the Global Rainwater Management Program (GRMP) — Pilot Focus on Asir, Al-Bahah, Jazan, and Makkah</i>
DOI: 10.15468/dl.8ghjm7
title: Occurrence Download

description: A dataset containing 4432 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Hemianax ephippiger"
 ]
}

 The dataset includes 4432 records from 228 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0022194-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25318/3310104701-fra
title: Prévisions de l’entreprise ou de l’organisme concernant l’incidence de l’utilisation de l’intelligence artificielle (IA) sur l’emploi total, troisième trimestre de 2025

description: Prévisions de l’entreprise ou de l’organisme concernant l’incidence de l’utilisation de l’intelligence artificielle (IA) sur l’emploi total, selon le Système de classification des industries de l’Amérique du Nord (SCIAN), l’effectif de l’entreprise, le type d’entreprise, l’activité de l'entreprise et le propriétaire majoritaire, troisième trimestre de 2025.
DOI: 10.15468/dl.eqk458
title: Occurrence Download

description: A dataset containing 58 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Charybdis variegata"
 ]
}

 The dataset includes 58 records from 14 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0022196-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.86mdum
title: Occurrence Download

description: A dataset containing 7 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Cardamine flexuosa",
 "Country is Korea (Democratic People’s Republic of)",
 "HasCoordinate is true"
 ]
}

 The dataset includes 7 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0022197-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.em5d4f
title: Occurrence Download

description: A dataset containing 5 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Ixora diversifolia flexilis"
 ]
}

 The dataset includes 5 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0022200-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.2nx95g
title: Occurrence Download

description: A dataset containing 14794 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Iraq",
 "OccurrenceStatus is Present",
 "Year 2000-2015"
 ]
}

 The dataset includes 14794 records from 58 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0022201-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.y3szvj
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Cardamine flexuosa",
 "Country is Lao People’s Democratic Republic",
 "HasCoordinate is true"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0022202-250827131500795/datasets/export for details.
DOI: 10.15468/dl.ea4tm3
title: Occurrence Download

description: A dataset containing 417 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Trichomanes minutum"
 ]
}

 The dataset includes 417 records from 25 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0022203-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25318/3310104801-eng
title: Changes businesses or organizations will make when using artificial intelligence (AI) to produce goods or deliver services, third quarter of 2025

description: Changes businesses or organizations will make when using artificial intelligence (AI) to produce goods or deliver services, by North American Industry Classification System (NAICS), business employment size, type of business, business activity and majority ownership, third quarter of 2025.
DOI: 10.15468/dl.hbzj5f
title: Occurrence Download

description: A dataset containing 6 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Cardamine flexuosa",
 "Country is Malaysia",
 "HasCoordinate is true"
 ]
}

 The dataset includes 6 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0022205-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.zc8dd8
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Charybdis quadrimaculata"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0022207-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.6084/m9.figshare.30041329
title: Sources Localization via Information Back Propagation Mechanism

description: With the rapid expansion of social networks, the rampant spread of rumors and misinformation has increasingly threatened social stability, making timely and accurate identification of information sources an urgent need. Traditional source localization approaches struggle with the inherent randomness in information propagation, while existing deep learning methods often fail to balance prediction accuracy and model complexity or rely excessively on large-scale observational data. To address these challenges, this paper proposes a novel deep learning framework that enables effective Source Localization through an innovative Information Back Propagation Mechanism (SL-IBPM). Derived from this mechanism, SL-IBPM encapsulates two core components: self-information Damping and neighbor-information Aggregation. These components are integrated into the BackProp module, which can be embedded into various unidirectional propagation models. This design achieves a favorable balance between prediction accuracy and computational efficiency and enhances adaptability to different propagation scenarios. Additionally, a weighted loss function is employed to mitigate the class imbalance issue, where non-source nodes far outnumber source nodes. Extensive experiments on six real-world networks and two real propagation cascade datasets show that SL-IBPM outperforms state-of-the-art methods in source detection accuracy. It maintains low model complexity and exhibits robust performance even with limited observational data, highlighting its practical superiority.
DOI: 10.6084/m9.figshare.30041329.v1
title: Sources Localization via Information Back Propagation Mechanism

description: With the rapid expansion of social networks, the rampant spread of rumors and misinformation has increasingly threatened social stability, making timely and accurate identification of information sources an urgent need. Traditional source localization approaches struggle with the inherent randomness in information propagation, while existing deep learning methods often fail to balance prediction accuracy and model complexity or rely excessively on large-scale observational data. To address these challenges, this paper proposes a novel deep learning framework that enables effective Source Localization through an innovative Information Back Propagation Mechanism (SL-IBPM). Derived from this mechanism, SL-IBPM encapsulates two core components: self-information Damping and neighbor-information Aggregation. These components are integrated into the BackProp module, which can be embedded into various unidirectional propagation models. This design achieves a favorable balance between prediction accuracy and computational efficiency and enhances adaptability to different propagation scenarios. Additionally, a weighted loss function is employed to mitigate the class imbalance issue, where non-source nodes far outnumber source nodes. Extensive experiments on six real-world networks and two real propagation cascade datasets show that SL-IBPM outperforms state-of-the-art methods in source detection accuracy. It maintains low model complexity and exhibits robust performance even with limited observational data, highlighting its practical superiority.
DOI: 10.25574/23841
title: Chandra X-ray Observatory ObsId 23841

description: Keep It Simple: Massive Two-Body Mergers at z~0.6
DOI: 10.15468/dl.5afbas
title: Occurrence Download

description: A dataset containing 33041 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Galium parisiense"
 ]
}

 The dataset includes 33041 records from 791 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0022206-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25574/23937
title: Chandra X-ray Observatory ObsId 23937

description: Flows of hot Baryons in the Milky Way center: How are fountains & chimneys linked to the Galactic-scale outflow?
DOI: 10.15468/dl.rxvh2h
title: Occurrence Download

description: A dataset containing 4 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Cardamine flexuosa",
 "Country is Myanmar",
 "HasCoordinate is true"
 ]
}

 The dataset includes 4 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0022209-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25574/23938
title: Chandra X-ray Observatory ObsId 23938

description: Flows of hot Baryons in the Milky Way center: How are fountains & chimneys linked to the Galactic-scale outflow?
DOI: 10.25574/24044
title: Chandra X-ray Observatory ObsId 24044

description: Flows of hot Baryons in the Milky Way center: How are fountains & chimneys linked to the Galactic-scale outflow?
DOI: 10.25574/24070
title: Chandra X-ray Observatory ObsId 24070

description: Flows of hot Baryons in the Milky Way center: How are fountains & chimneys linked to the Galactic-scale outflow?
DOI: 10.15468/dl.ma79ex
title: Occurrence Download

description: A dataset containing 226 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((26.4021 27.59562,16.06799 -60.44563,146.65356 -58.70091,143.70095 -8.90929,131.35371 -0.85674,102.76714 3.30375,98.33824 8.4037,102.63293 16.85888,98.33824 25.8509,42.23878 32.82978,26.4021 27.59562))",
 "OccurrenceStatus is Present",
 "TaxonKey is Caperea marginata"
 ]
}

 The dataset includes 226 records from 12 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0022208-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25574/24119
title: Chandra X-ray Observatory ObsId 24119

description: Flows of hot Baryons in the Milky Way center: How are fountains & chimneys linked to the Galactic-scale outflow?
DOI: 10.25318/3310104801-fra
title: Modifications qu’apporteront les entreprises ou les organismes lors de l’utilisation de l’intelligence artificielle (IA) pour produire des biens ou fournir des services, troisième trimestre de 2025

description: Modifications qu’apporteront les entreprises ou les organismes lors de l’utilisation de l’intelligence artificielle (IA) pour produire des biens ou fournir des services, selon le Système de classification des industries de l’Amérique du Nord (SCIAN), l’effectif de l’entreprise, le type d’entreprise, l’activité de l'entreprise et le propriétaire majoritaire, troisième trimestre de 2025.
DOI: 10.15468/dl.85gcn4
title: Occurrence Download

description: A dataset containing 290 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((26.4021 27.59562,16.06799 -60.44563,146.65356 -58.70091,143.70095 -8.90929,131.35371 -0.85674,102.76714 3.30375,98.33824 8.4037,102.63293 16.85888,98.33824 25.8509,42.23878 32.82978,26.4021 27.59562))",
 "OccurrenceStatus is Present",
 "TaxonKey is Globicephala macrorhynchus"
 ]
}

 The dataset includes 290 records from 32 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0022210-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.6084/m9.figshare.30041722
title: Ai & Global Rainwater Management Program ( GRMP ) for Oman.docx

description: The Role of Artificial Intelligence in Groundwater Management, Environmental Balance, and Climate Resilience in OMAN.An action plan for OMAN's Water Self-reliance and Sovereignty under Global Rainwater Management Program ( GRMP ).
DOI: 10.6084/m9.figshare.30041722.v1
title: Ai & Global Rainwater Management Program ( GRMP ) for Oman.docx

description: The Role of Artificial Intelligence in Groundwater Management, Environmental Balance, and Climate Resilience in OMAN.An action plan for OMAN's Water Self-reliance and Sovereignty under Global Rainwater Management Program ( GRMP ).
DOI: 10.15468/dl.nsxyyv
title: Occurrence Download

description: A dataset containing 14 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Cardamine flexuosa",
 "Country is Nepal",
 "HasCoordinate is true"
 ]
}

 The dataset includes 14 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0022211-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.e54y4f
title: Occurrence Download

description: A dataset containing 226 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((26.4021 27.59562,16.06799 -60.44563,146.65356 -58.70091,143.70095 -8.90929,131.35371 -0.85674,102.76714 3.30375,98.33824 8.4037,102.63293 16.85888,98.33824 25.8509,42.23878 32.82978,26.4021 27.59562))",
 "OccurrenceStatus is Present",
 "TaxonKey is Peponocephala electra"
 ]
}

 The dataset includes 226 records from 24 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0022212-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.xuk4re
title: Occurrence Download

description: A dataset containing 7 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Cardamine flexuosa",
 "Country is South Africa",
 "HasCoordinate is true"
 ]
}

 The dataset includes 7 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0022213-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.15498786
title: Dataset for paper "Characterizing Cybersecurity Awareness Among Brazilian Computer Science Higher Education Students"

description: Dataset for paper "Characterizing Cybersecurity Awareness Among Brazilian Computer Science Higher Education Students"
DOI: 10.5281/zenodo.17045745
title: Dataset for paper "Characterizing Cybersecurity Awareness Among Brazilian Computer Science Higher Education Students"

description: Dataset for paper "Characterizing Cybersecurity Awareness Among Brazilian Computer Science Higher Education Students"
DOI: 10.25574/45352
title: Chandra X-ray Observatory ObsId 45352
DOI: 10.25574/45355
title: Chandra X-ray Observatory ObsId 45355
DOI: 10.25574/45356
title: Chandra X-ray Observatory ObsId 45356
DOI: 10.25574/45359
title: Chandra X-ray Observatory ObsId 45359
DOI: 10.25574/45363
title: Chandra X-ray Observatory ObsId 45363
DOI: 10.25574/45366
title: Chandra X-ray Observatory ObsId 45366
DOI: 10.25574/45367
title: Chandra X-ray Observatory ObsId 45367
DOI: 10.25574/45370
title: Chandra X-ray Observatory ObsId 45370
DOI: 10.25574/45371
title: Chandra X-ray Observatory ObsId 45371
DOI: 10.15468/dl.cmnsq2
title: Occurrence Download

description: A dataset containing 1436 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Cardamine flexuosa",
 "Country is Spain",
 "HasCoordinate is true"
 ]
}

 The dataset includes 1436 records from 40 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0022215-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25574/45376
title: Chandra X-ray Observatory ObsId 45376
DOI: 10.25574/45380
title: Chandra X-ray Observatory ObsId 45380
DOI: 10.25574/62626
title: Chandra X-ray Observatory ObsId 62626
DOI: 10.15468/dl.4kn27r
title: Occurrence Download

description: A dataset containing 14694 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Algeria",
 "OccurrenceStatus is Present",
 "Year 2000-2011"
 ]
}

 The dataset includes 14694 records from 134 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0022214-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17045640
title: Date of Responses of soil erosion in different tillage types to extreme rainfall events in the hilly red soil region of southeastern China

description: Date of Responses of soil erosion in different tillage types to extreme rainfall events in the hilly red soil region of southeastern China
DOI: 10.5281/zenodo.17045641
title: Date of Responses of soil erosion in different tillage types to extreme rainfall events in the hilly red soil region of southeastern China

description: Date of Responses of soil erosion in different tillage types to extreme rainfall events in the hilly red soil region of southeastern China
DOI: 10.15468/dl.27xaxk
title: Occurrence Download

description: A dataset containing 234 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Galium heldreichii"
 ]
}

 The dataset includes 234 records from 38 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0022216-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17045671
title: Dataset Twiter Edge Nodes - TDR A sis pasos de tothom?

description: Contiene datos de un dataset de Kaggle con los nodos (usuarios) y las aristas (conexiones entre usuarios)
DOI: 10.5281/zenodo.17045672
title: Dataset Twiter Edge Nodes - TDR A sis pasos de tothom?

description: Contiene datos de un dataset de Kaggle con los nodos (usuarios) y las aristas (conexiones entre usuarios)