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

description: A dataset containing 24 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Lepturus geminatus C.E.Hubb."
 ]
}

 The dataset includes 24 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008227-230530130749713/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.74bem5
title: Occurrence Download

description: A dataset containing 3307591 species occurrences available in GBIF matching the query:
(Query is too complex. Can be viewed on the landing page)

 The dataset includes 3307591 records from 3487 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0057161-230530130749713/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.3886/t6jn-2337
title: Philippines Compact - Road: Final Data Set - Travel Time Study
DOI: 10.3886/g4gn-m126
title: Philippines Compact - Road: Final Data Set - Travel Time Study
DOI: 10.15468/dl.nkr3z9
title: Occurrence Download

description: A dataset containing 28025 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Puma concolor"
 ]
}

 The dataset includes 28025 records from 465 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001953-260221153910048/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ae5fq8
title: Occurrence Download

description: A dataset containing 10798 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Phoradendron californicum"
 ]
}

 The dataset includes 10798 records from 144 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001955-260221153910048/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.kdds93
title: Occurrence Download

description: A dataset containing 21 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 },
 "TaxonKey is Rynchosia"
 ]
}

 The dataset includes 21 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001956-260221153910048/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.m9q2kw
title: Occurrence Download

description: A dataset containing 1374 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 },
 "TaxonKey is Ryparosa"
 ]
}

 The dataset includes 1374 records from 39 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001957-260221153910048/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.fza8ra
title: Occurrence Download

description: A dataset containing 713 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is Africa",
 "Country is Tanzania, United Republic of",
 "DatasetKey is iNaturalist Research-grade Observations",
 "TaxonKey is Adansonia digitata"
 ]
}

 The dataset includes 713 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001958-260221153910048/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.bw5sjw
title: Occurrence Download

description: A dataset containing 0 records in GBIF matching the query:

SELECT decimalLatitude, decimalLongitude, eventDate
FROM occurrence
WHERE specieskey = 2479407
 AND countryCode = 'CZ' AND
 occurrenceStatus = 'present'


 The dataset's 0 records were derived from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001951-260221153910048/datasets/export for details.
DOI: 10.15468/dl.fn2js2
title: Occurrence Download

description: A dataset containing 327 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Eurycea pterophila"
 ]
}

 The dataset includes 327 records from 22 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001961-260221153910048/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.18645501
title: Hydrological trend and water scarcity dataset associated with the paper "Declining River Discharge Intensifies Water Scarcity Despite Increasing Precipitation"

description: This dataset includes Theil-Sen trends of river discharge, precipitation, annual minimum river discharge and annual maximum river discharge for 10,179 sites from the Caravan dataset. Projections of the Falkenmark water scarcity index in 2016 and 2050 are also included, along with river discharge time series start dates, end dates and percentages of missing data. All of the code used to generate these datasets is included.
DOI: 10.5281/zenodo.18645500
title: Hydrological trend and water scarcity dataset associated with the paper "Declining River Discharge Intensifies Water Scarcity Despite Increasing Precipitation"

description: This dataset includes Theil-Sen trends of river discharge, precipitation, annual minimum river discharge and annual maximum river discharge for 10,179 sites from the Caravan dataset. Projections of the Falkenmark water scarcity index in 2016 and 2050 are also included, along with river discharge time series start dates, end dates and percentages of missing data. All of the code used to generate these datasets is included.
DOI: 10.6084/m9.figshare.31386829
title: Heterogenous CO2 Corrosion Raw Data

description: The research develops an ensemble machine learning method to predict CO2 corrosion rate using Heterogenous datasets. The datasets is a compilation of corrosion measurements from simulations, experiments and field scenarios.
DOI: 10.6084/m9.figshare.31386829.v1
title: Heterogenous CO2 Corrosion Raw Data

description: The research develops an ensemble machine learning method to predict CO2 corrosion rate using Heterogenous datasets. The datasets is a compilation of corrosion measurements from simulations, experiments and field scenarios.
DOI: 10.15468/dl.ye6m9w
title: Occurrence Download

description: A dataset containing 713 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is Africa",
 "Country is Tanzania, United Republic of",
 "DatasetKey is iNaturalist Research-grade Observations",
 "TaxonKey is Adansonia digitata"
 ]
}

 The dataset includes 713 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001962-260221153910048/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5519/qd.fdw3h76j
title: Query on the Natural History Museum Data Portal (data.nhm.ac.uk) (1 records)
DOI: 10.15468/dl.r6cjts
title: Occurrence Download

description: A dataset containing 50916 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((26.90854 36.06272,30.17339 36.06272,30.17339 37.52727,26.90854 37.52727,26.90854 36.06272))",
 "OccurrenceStatus is Present",
 "TaxonKey is Plantae"
 ]
}

 The dataset includes 50916 records from 129 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001943-260221153910048/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.s9yyhq
title: Occurrence Download

description: A dataset containing 1010 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Germany",
 "TaxonKey is Lepista nuda",
 "Year 2000-2026"
 ]
}

 The dataset includes 1010 records from 12 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001963-260221153910048/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.xk46rn
title: Occurrence Download

description: A dataset containing 379935 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Observation, Human Observation, Specimen)",
 "Geometry POLYGON((-89.5 33.55,-70.34 33.55,-70.34 37.23,-89.5 37.23,-89.5 33.55))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "License is one of (CC-BY-NC 4.0, CC-BY 4.0, CC0 1.0)",
 "OccurrenceStatus is Present",
 "TaxonKey is Fungi"
 ]
}

 The dataset includes 379935 records from 179 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001935-260221153910048/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.vf9nv7
title: Occurrence Download

description: A dataset containing 364 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Scaphiopus hammondii"
 ]
}

 The dataset includes 364 records from 21 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001965-260221153910048/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.18735075
title: Codigo y Datos Integración del cultivo de sorgo en los sistemas productivos del Corredor Seco Centroamericano" (RG-T4647)"

description: En este repositorio encontraran documentos que respaldan la linea base del proyecto: "Integración del cultivo de sorgo en los sistemas productivos del Corredor Seco Centroamericano" (RG-T4647)" Liderado por INTA Costa Rica. Además el Código de R, y bases de datos. El código es reproducible y puede ser consultado para reproducir los resultados. En el apartado de documentos se exponen por orden numerico los documentos que respaldan la informacion de la linea base. Estos documentos si bien es cierto estan disponibles en internet, se proveen de forma directa al usuario para que se prolongue en el tiempo la reproducibilidad el facil acceso y verificacion de la informacion por el usuario.
DOI: 10.5281/zenodo.18111943
title: Codigo y Datos Integración del cultivo de sorgo en los sistemas productivos del Corredor Seco Centroamericano" (RG-T4647)"

description: En este repositorio encontraran documentos que respaldan la linea base del proyecto: "Integración del cultivo de sorgo en los sistemas productivos del Corredor Seco Centroamericano" (RG-T4647)" Liderado por INTA Costa Rica. Además el Código de R, y bases de datos. El código es reproducible y puede ser consultado para reproducir los resultados. En el apartado de documentos se exponen por orden numerico los documentos que respaldan la informacion de la linea base. Estos documentos si bien es cierto estan disponibles en internet, se proveen de forma directa al usuario para que se prolongue en el tiempo la reproducibilidad el facil acceso y verificacion de la informacion por el usuario.
DOI: 10.5281/zenodo.18734618
title: ِDistinct brain regions map olfactory and visual spaces

description: This repository contains the data for Davoudi, Climer, Issa, and Dombeck, “Hippocampal representations drift in stable multisensory environments,” published in Neuron (2026). Analyses were performed in MATLAB R2024a. The code used to analyze these data and generate all figures in Davoudi et al. (2026) is available at: https://github.com/DombeckLab/Davoudi2026

The MATLAB (.mat) dataset includes the following for each recording session:

1) Preprocessed behavioral data for mice performing three multisensory navigation tasks.

2) Preprocessed two-photon imaging data from hippocampal and entorhinal neural populations during these tasks.

3) Comprehensive secondary analyses of neural populations, including spatial tuning, conjunctive properties, and Bayesian decoding across tasks and brain regions.

4) Aggregated and analyzed data that pools results across sessions.

The main data folder contains three task-specific folders (visually guided, olfactory guided, and first-target tasks). Within each task folder are three brain-region folders (CA1, LEC, and MEC). Each brain-region folder contains .mat files for individual sessions, named by mouse ID and recording date. In total, this study includes recordings from 15 mice across 153 sessions, comprising 45,277 cells.
DOI: 10.5281/zenodo.18734619
title: ِDistinct brain regions map olfactory and visual spaces

description: This repository contains the data for Davoudi, Climer, Issa, and Dombeck, “Hippocampal representations drift in stable multisensory environments,” published in Neuron (2026). Analyses were performed in MATLAB R2024a. The code used to analyze these data and generate all figures in Davoudi et al. (2026) is available at: https://github.com/DombeckLab/Davoudi2026

The MATLAB (.mat) dataset includes the following for each recording session:

1) Preprocessed behavioral data for mice performing three multisensory navigation tasks.

2) Preprocessed two-photon imaging data from hippocampal and entorhinal neural populations during these tasks.

3) Comprehensive secondary analyses of neural populations, including spatial tuning, conjunctive properties, and Bayesian decoding across tasks and brain regions.

4) Aggregated and analyzed data that pools results across sessions.

The main data folder contains three task-specific folders (visually guided, olfactory guided, and first-target tasks). Within each task folder are three brain-region folders (CA1, LEC, and MEC). Each brain-region folder contains .mat files for individual sessions, named by mouse ID and recording date. In total, this study includes recordings from 15 mice across 153 sessions, comprising 45,277 cells.
DOI: 10.15468/dl.tmzznx
title: Occurrence Download

description: A dataset containing 6941227 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Orthosia gothica, Orthosia cerasi, Orthosia incerta, Xylocampa areola, Orthosia cruda, Anorthoa munda, Alsophila aescularia, Agriopis marginaria, Eupithecia abbreviata, Biston strataria, Cerastis rubricosa, Phigalia pilosaria, Noctua comes, Xestia xanthographa, Anchoscelis lunosa, Aporophyla nigra, Agrochola lychnidis, Hydraecia micacea, Leptologia macilenta, Noctua pronuba, Agrotis exclamationis, Apamea monoglypha, Idaea aversata, Peribatodes rhomboidaria, Autographa gamma, Mesapamea secalis, Lacanobia oleracea, Spilarctia lutea, Noctua janthe, Nyea lurideola, Hoplodrina octogenaria, Laothoe populi)",
 "Country is one of (United Kingdom of Great Britain and Northern Ireland)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1999",
 "Year is less than or equal to 2025"
 ]
}

 The dataset includes 6941227 records from 123 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001945-260221153910048/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.rcvfmj
title: Occurrence Download

description: A dataset containing 2959 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Observation, Human Observation, Specimen)",
 "Geometry POLYGON((-89.5 33.55,-70.34 33.55,-70.34 37.23,-89.5 37.23,-89.5 33.55))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "License is one of (CC-BY-NC 4.0, CC-BY 4.0, CC0 1.0)",
 "OccurrenceStatus is Present",
 "TaxonKey is Ochrophyta"
 ]
}

 The dataset includes 2959 records from 42 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001966-260221153910048/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.j8cbg4
title: Occurrence Download

description: A dataset containing 196333 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 },
 "TaxonKey is Rytidosperma"
 ]
}

 The dataset includes 196333 records from 154 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001959-260221153910048/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.p3esby
title: Occurrence Download

description: A dataset containing 1676316 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Aves",
 "HasCoordinate is true",
 "Geometry POLYGON ((-1.757 51.252, -0.757 51.252, -0.757 52.252, -1.757 52.252, -1.757 51.252))",
 "Year is greater than or equal to 2000",
 "Year is less than or equal to 2025"
 ]
}

 The dataset includes 1676316 records from 48 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001949-260221153910048/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.18735205
title: Dataset for: Sycophancy Under Social Pressure in Medical LLMs: A Dose-Response Study Across Models and Languages

description: This dataset accompanies the study "Sycophancy Under Social Pressure in Medical LLMs: A Dose-Response Study Across Models and Languages" (El Husseini, 2026).

The dataset contains 6,300 challenge-response exchanges from 7 large language models (GPT-4o, GPT-4o-mini, Claude Sonnet 4, Qwen2.5-32B, Qwen2.5-14B-Instruct, Gemma3-12B, Ministral-14B) tested on 300 medical multiple-choice questions in English (MedQA-USMLE) and French (MediQAl) under three levels of social challenge intensity (light, moderate, strong).

Contents:



Question text

Question-level metadata (language, cognitive classification, source dataset, question ID)

Model responses (initial and revised) for all 6,300 exchanges

Extracted single-letter answers and grading outcomes

Transformer-derived psycholinguistic scores (sentiment, agreement, certainty, uncertainty, politeness, assertiveness) for initial and revised responses
DOI: 10.5281/zenodo.18735206
title: Dataset for: Sycophancy Under Social Pressure in Medical LLMs: A Dose-Response Study Across Models and Languages

description: This dataset accompanies the study "Sycophancy Under Social Pressure in Medical LLMs: A Dose-Response Study Across Models and Languages" (El Husseini, 2026).

The dataset contains 6,300 challenge-response exchanges from 7 large language models (GPT-4o, GPT-4o-mini, Claude Sonnet 4, Qwen2.5-32B, Qwen2.5-14B-Instruct, Gemma3-12B, Ministral-14B) tested on 300 medical multiple-choice questions in English (MedQA-USMLE) and French (MediQAl) under three levels of social challenge intensity (light, moderate, strong).

Contents:



Question text

Question-level metadata (language, cognitive classification, source dataset, question ID)

Model responses (initial and revised) for all 6,300 exchanges

Extracted single-letter answers and grading outcomes

Transformer-derived psycholinguistic scores (sentiment, agreement, certainty, uncertainty, politeness, assertiveness) for initial and revised responses
DOI: 10.34740/kaggle/dsv/14923782
title: Peer-to-Peer Boliviano (BOB) Exchange Data
DOI: 10.15468/dl.xd6neh
title: Occurrence Download

description: A dataset containing 33575 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 },
 "TaxonKey is Sabal"
 ]
}

 The dataset includes 33575 records from 242 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001967-260221153910048/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5517/cc9kjv6
title: CCDC 284978: Experimental Crystal Structure Determination

description: Related Article: Wei Gan, S.B.Jones, J.H.Reibenspies, R.D.Hancock|2005|Inorg.Chim.Acta|358|3958|doi:10.1016/j.ica.2005.06.043
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/cc9kjw7
title: CCDC 284979: Experimental Crystal Structure Determination

description: Related Article: Wei Gan, S.B.Jones, J.H.Reibenspies, R.D.Hancock|2005|Inorg.Chim.Acta|358|3958|doi:10.1016/j.ica.2005.06.043
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/cc9kjx8
title: CCDC 284980: Experimental Crystal Structure Determination

description: Related Article: K.M.Peese, D.Y.Gin|2005|Org.Lett.|7|3323|doi:10.1021/ol051184v
description: Related Article: K.M.Peese, D.Y.Gin|2008|Chem.-Eur.J.|14|1654|doi:10.1002/chem.200701290
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/cc9kk4j
title: CCDC 284987: Experimental Crystal Structure Determination

description: Related Article: Chul Shin, S.N.Chavre, Ae Nim Pae, Joo Hwan Cha, Hun Yeong Koh, Moon Ho Chang, Jung Hoon Choi, Yong Seo Cho|2005|Org.Lett.|7|3283|doi:10.1021/ol051058r
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.