cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5281/zenodo.14235018
title: Dataset for Pharmacophore-based virtual screening study to identify carbazole-based inhibitors of Topoisomerase I and Topoisomerase II.

description: Docked structures and BPMD and MD simulations trajectories (obtained using Glide and Desmond in Schrödinger), for top 20 carbazole containing inhibitors towards Topo-I and Topo-II.
DOI: 10.5281/zenodo.14235019
title: Dataset for Pharmacophore-based virtual screening study to identify carbazole-based inhibitors of Topoisomerase I and Topoisomerase II.

description: Docked structures and BPMD and MD simulations trajectories (obtained using Glide and Desmond in Schrödinger), for top 20 carbazole containing inhibitors towards Topo-I and Topo-II.
DOI: 10.15468/dl.dhusgp
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is Africa",
 "Country is Angola",
 "TaxonKey is Semimytilus patagonicus (Hanley, 1843)"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000002-250227182400228/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.6p5dxy
title: Occurrence Download

description: A dataset containing 43 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is Africa",
 "Country is Angola",
 "TaxonKey is one of (Semimytilus patagonicus (Hanley, 1843), Perna perna (Linnaeus, 1758))"
 ]
}

 The dataset includes 43 records from 11 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000004-250227182400228/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.39emc2
title: Occurrence Download

description: A dataset containing 17196 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Quercus nigra L."
 ]
}

 The dataset includes 17196 records from 240 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000005-250227182400228/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.uq4tzq
title: Occurrence Download

description: A dataset containing 42 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is Africa",
 "Country is Angola",
 "TaxonKey is Perna perna (Linnaeus, 1758)"
 ]
}

 The dataset includes 42 records from 11 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000006-250227182430271/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5519/qd.qspzfugs
title: Query on the Natural History Museum Data Portal (data.nhm.ac.uk) (827765 records)
DOI: 10.15468/dl.kef9v2
title: Occurrence Download

description: A dataset containing 9 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Lobelia nubigena J.Anthony"
 ]
}

 The dataset includes 9 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000007-250227182430271/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.svegen
title: Occurrence Download

description: A dataset containing 2280 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is SEGUNDA EVALUACIÓN NACIONAL FORESTAL DEL ECUADOR CONTINENTAL"
 ]
}

 The dataset includes 2280 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000006-250227182400228/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5517/ccdc.csd.cc2khs1x
title: CCDC 2368649: Experimental Crystal Structure Determination

description: Related Article: Angus I. Sullivan, Emily A. Steele, Shinjiro Takano, Elham Zeinizade, Juan Chen, Sami Malola, Kumar Siddhant, Hannu Häkkinen, Kevin G. Stamplecoskie, Tatsuya Tsukuda, Gang Zheng, Cathleen M. Crudden|2025|J.Am.Chem.Soc.|147|4230|doi:10.1021/jacs.4c14240
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.cc2khbn2
title: CCDC 2368234: Experimental Crystal Structure Determination

description: Related Article: Viveka K. Kulkarni, Emily L. Albright, Elham Zeinizade, Emily Steele, Juan Chen, Lili Ding, Sami Malola, Shinjiro Takano, Kristen Harrington, Nahyun Kwon, Tetyana I. Levchenko, Masakazu Nambo, Tatsuya Tsukuda, Hannu Häkkinen, Kevin Stamplecoskie, Gang Zheng, Cathleen M. Crudden|2025|J.Am.Chem.Soc.|147|4017|doi:10.1021/jacs.4c12072
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.cc2kjdwd
title: CCDC 2369264: Experimental Crystal Structure Determination

description: Related Article: M. A. Niyas, Kazutaka Shoyama, Matthias Grüne, Frank Würthner|2025|Nature (London)|637|854|doi:10.1038/s41586-024-08299-8
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.cc2khs2y
title: CCDC 2368650: Experimental Crystal Structure Determination

description: Related Article: Angus I. Sullivan, Emily A. Steele, Shinjiro Takano, Elham Zeinizade, Juan Chen, Sami Malola, Kumar Siddhant, Hannu Häkkinen, Kevin G. Stamplecoskie, Tatsuya Tsukuda, Gang Zheng, Cathleen M. Crudden|2025|J.Am.Chem.Soc.|147|4230|doi:10.1021/jacs.4c14240
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.cc2lpp22
title: CCDC 2404114: Experimental Crystal Structure Determination

description: Related Article: Daniil R. Bazanov, Egor D. Korolyov, Konstantin A. Lyssenko, Natalia A. Lozinskaya|2025|Molbank|2025|M1945|doi:10.3390/M1945
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.rvtgwc
title: Occurrence Download

description: A dataset containing 63 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Lobelia boninensis Koidz."
 ]
}

 The dataset includes 63 records from 21 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000007-250227182400228/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.hd7euh
title: Occurrence Download

description: A dataset containing 4 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is Classic localities of endemic amphibians, reptiles and mammals from the Western Balkans",
 "Country is Croatia"
 ]
}

 The dataset includes 4 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000008-250227182430271/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.mkn5am
title: Occurrence Download

description: A dataset containing 4 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is New Brunswick Museum - General Invertebrates",
 "Country is Croatia"
 ]
}

 The dataset includes 4 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000009-250227182400228/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.6qbpb5
title: Occurrence Download

description: A dataset containing 7 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is SP - Herbário do Estado \"Maria Eneyda P. Kaufmann Fidalgo\" - Coleção de Fanerógamas",
 "Country is Croatia"
 ]
}

 The dataset includes 7 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000008-250227182400228/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.cszh9v
title: Occurrence Download

description: A dataset containing 2212 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Lobelia giberroa Hemsl."
 ]
}

 The dataset includes 2212 records from 59 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000010-250227182400228/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.9rvm7f
title: Occurrence Download

description: A dataset containing 439 species occurrences available in GBIF matching the query:
{
 "and" : [
 "OccurrenceStatus is Present",
 "TaxonKey is Homo erectus (Dubois, 1893)"
 ]
}

 The dataset includes 439 records from 18 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000010-250227182430271/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.97nfq9
title: Occurrence Download

description: A dataset containing 42 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is Africa",
 "Country is Angola",
 "TaxonKey is Perna perna (Linnaeus, 1758)"
 ]
}

 The dataset includes 42 records from 11 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000009-250227182430271/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.rbaxdg
title: Occurrence Download

description: A dataset containing 6 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is Collection Arachnida - ZSRO",
 "Country is Croatia"
 ]
}

 The dataset includes 6 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000011-250227182400228/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5066/p186w5q5
title: Locations of bison (Bos bison) marked with GPS collars at Tallgrass Prairie National Preserve, 2021-2023

description: The GIS shapefile "bison_locations" provides 132996 locations of 5 adult female bison marked with global positioning system (GPS) collars at Tallgrass Prairie National Preserve during February 2021 to November 2023. We provide locations computed at 15-min and 1-h intervals for individual bison and the date and time of acquisition for each location. Users are advised that ground conditions within the study area may change over time, leading to changes in bison distribution.
DOI: 10.15468/dl.3xd8cb
title: Occurrence Download

description: A dataset containing 21 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is Africa",
 "Country is Angola",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Perna perna (Linnaeus, 1758)"
 ]
}

 The dataset includes 21 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000012-250227182400228/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.876zey
title: Occurrence Download

description: A dataset containing 715 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Brazil",
 "TaxonKey is Crax blumenbachii Spix, 1825",
 "Year 1000-2024"
 ]
}

 The dataset includes 715 records from 11 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000012-250227182430271/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.34740/kaggle/dsv/10873495
title: Colorectal Cancer Global Dataset & Predictions
DOI: 10.15468/dl.vxe3h9
title: Occurrence Download

description: A dataset containing 1411 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is iNaturalist Research-grade Observations",
 "GadmGid is USA.6.60_1",
 "TaxonKey is Insecta"
 ]
}

 The dataset includes 1411 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000013-250227182400228/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.28507706
title: Dietary Effects on Protein Abundance in Dugesia dorotocephala: Complex, Control, and Minimal Diet Conditions

description: This dataset contains quantitative proteomics data collected from a species of planaria, Dugesia dorotocephala, that was fasted 15 days and then fed different diets for an additional 15 days. The proteomics analysis was conducted using LC-MS/MS with Proteome Discoverer, with protein identification further refined using Percolator to improve the accuracy of peptide-spectrum match (PSM) assignments. The dataset represents three dietary conditions: Complex Diet, Control Diet, and Minimal Diet, with six biological replicates for each condition.
DOI: 10.15468/dl.vtm3gg
title: Occurrence Download

description: A dataset containing 7935 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is one of (Brazil, Argentina, Paraguay)",
 "TaxonKey is Odontophorus capueira (Spix, 1825)",
 "Year 1000-2024"
 ]
}

 The dataset includes 7935 records from 39 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000015-250227182400228/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.hen9z3
title: Occurrence Download

description: A dataset containing 72357 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is one of (EOD – eBird Observation Dataset, Biodiversidad asociada al proyecto Línea de Transmisión Bello-Guayabal-Ancón Sur 230 kV, Registros de aves del Valle de Aburrá asociados al estudio del análisis de la conectividad ecológica funcional y estructural en el Área Metropolitana del Valle de Aburrá, iNaturalist Research-grade Observations, Monitoreo de Fauna Silvestre en el Municipio de Envigado, Registros de flora y fauna presentes en el Cerro Tutelar de Envigado, asociados al estudio de ampliación del Área de Recreación Humedal El Trianón – La Heliodora, Registros de flora y fauna asociados al estudio de diagnóstico para la declaratoria del Área de Recreación Humedal El Trianón – La Heliodora, Fototrampeo Área Metropolitana del Valle de Aburrá, Biodiversidad asociada a proyectos del Grupo EPM en el Valle de Aburrá en los años 2019 y 2020, Inventario de fauna presente en la jurisdicción de Corantioquia)",
 "Geometry POLYGON((-75.60526 6.16687,-75.63828 6.15295,-75.63881 6.14349,-75.61899 6.11512,-75.60024 6.10987,-75.58861 6.11591,-75.58042 6.14034,-75.59442 6.16529,-75.60526 6.16687))",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present"
 ]
}

 The dataset includes 72357 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000003-250227182400228/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.cd8sm2
title: Occurrence Download

description: A dataset containing 412 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Human Observation, Specimen)",
 "Continent is North America",
 "OccurrenceStatus is Present",
 "TaxonKey is Beaucarnea recurvata (K.Koch & Fintelm.) Lem.",
 "Year 1900-2025"
 ]
}

 The dataset includes 412 records from 43 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000016-250227182400228/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.14919483
title: Encuesta sobre las competencias de los egresados de ingeniería Civil, opción formativa Hidráulica

description: Esta encuesta es el resultado de una investigación sobre las competencias técnicas relacionadas con la ingeniería hidráulica, validadas por un grupo de expertos. Se integra por 12 temas y 173 competencias asociadas a los conocimientos y habilidades para el desarrollo profesional de egresados de esta especialidad. A través de una escala de 3 niveles permite evaluar el estado de estas y las brechas que poseen para lograr un adecuado desempeño.
DOI: 10.5281/zenodo.14919484
title: Encuesta sobre las competencias de los egresados de ingeniería Civil, opción formativa Hidráulica

description: Esta encuesta es el resultado de una investigación sobre las competencias técnicas relacionadas con la ingeniería hidráulica, validadas por un grupo de expertos. Se integra por 12 temas y 173 competencias asociadas a los conocimientos y habilidades para el desarrollo profesional de egresados de esta especialidad. A través de una escala de 3 niveles permite evaluar el estado de estas y las brechas que poseen para lograr un adecuado desempeño.
DOI: 10.5281/zenodo.14549740
title: Cell-cycle dependent DNA repair and replication unifies patterns of chromosome instability

description: This repository contains the data used to generate the figures in paper: Cell-cycle dependent DNA repair and replication unifies patterns of chromosome instability.
DOI: 10.15468/dl.pbzs4d
title: Occurrence Download

description: A dataset containing 466 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Canada",
 "Geometry POLYGON((-135.87028 43.74567,-112.12972 43.74567,-112.12972 53.25433,-135.87028 53.25433,-135.87028 43.74567))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Juniperus maritima R.P.Adams"
 ]
}

 The dataset includes 466 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000018-250227182400228/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.14906667
title: Multi-Class Driver Behavior Image Dataset

description: Distracted driving-related accidents are a critical global issue, especially as road traffic increases in densely populated areas. To address the challenge of driver distraction, we introduce a novel dataset that supports the development of real-time monitoring and detection systems by capturing authentic driver behaviors. Collected in Ashulia, Dhaka, Bangladesh, in October 2024, this dataset includes images captured under real-world driving conditions within both private vehicles and public buses. The photos were taken using personal mobile phones, ensuring a realistic and diverse set of visual data. This dataset spans a wide range of driving behaviors, including safe driving, turning, texting, talking on the phone, and other potentially risky behaviors, such as drowsy driving. By depicting these behaviors in everyday driving scenarios, the dataset serves as a valuable resource for training and evaluating models designed to detect unsafe driving practices in real-time.The dataset includes high-resolution photos taken inside public buses and personal cars in Ashulia, Dhaka, Bangladesh, under actual driving circumstances. The photographs, which were taken using the cameras on personal cell phones, offer a genuine and varied collection of visual information under normal driving circumstances. The following five behavioral classes comprise the dataset: I. Safe Driving: Images showing a driver who seems to be paying attention to the road, both hands on the wheel, and concentrated or 1 hand on the steering wheel and other on the gear stick. This is the perfect example of driving without distractions. II. Turning: Photographs that show drivers changing direction during turns by moving their heads or full bodies. This behavior is crucial for figuring out how focused the driver is on everyday tasks like rotating the steering wheel. III. Texting Phone: Pictures of drivers using their phones, whether it is to type messages or to interact with the screen. Since texting and driving is one of the main causes of distracted driving, this training is very important for identifying it. IV. Talking Phones: When drivers talk on their phones or hold them up to their ears while driving a vehicle. This category aids in identifying actions connected to phone talks, which are another frequent source of interruptions. V. Others: Contains any actions that go against safe driving practices, like drinking water or anything while driving, sleeping while driving, or talking with someone behind while driving. Relevant photos are included in each session, and they differ in terms of vehicle type and illumination to represent the variety of driving situations found in the real world. Because the images are unprocessed and unannotated, there is freedom in how machine learning