cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.rhh5yr
title: Occurrence Download

description: A dataset containing 2374 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Observation, Human Observation, Specimen, Occurrence evidence, Living Specimen)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Heriades carinata Cresson, 1864",
 "Year 1000-2025"
 ]
}

 The dataset includes 2374 records from 54 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0054530-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.mabyrt
title: Occurrence Download

description: A dataset containing 102424 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Drosera anglica Huds., Eriophorum latifolium Hoppe)",
 "Geometry POLYGON ((-180 45.53015, 180 45.53015, 180 83.62313, -180 83.62313, -180 45.53015))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "CoordinateUncertaintyInMeters is less than or equal to 50000"
 ]
}

 The dataset includes 102424 records from 328 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0054509-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.anm9jv
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is iNaturalist Research-grade Observations",
 "OccurrenceStatus is Present",
 "TaxonKey is Phymaturus spurcus Barbour, 1921"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0054532-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.2pcmg6
title: Occurrence Download

description: A dataset containing 738 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Human Observation, Specimen, Occurrence evidence)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Hoplitis anthocopoides (Schenck, 1853)",
 "Year 1000-2025"
 ]
}

 The dataset includes 738 records from 58 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0054531-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.kmqsuj
title: Occurrence Download

description: A dataset containing 215 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Arachis dardani Krapov. & W.C.Greg."
 ]
}

 The dataset includes 215 records from 33 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0054533-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.guxm6z
title: Occurrence Download

description: A dataset containing 792 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 "OccurrenceStatus is Present",
 "TaxonKey is Phalcoboenus carunculatus Des Murs, 1853"
 ]
}

 The dataset includes 792 records from 24 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0054534-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.15691498
title: Dataset for the paper "SciToolAgent: A Knowledge Graph-Driven Scientific Agent for Multi-Tool Integration"

description: This dataset was created and released to support the research presented in the following academic paper:

Paper Title: SciToolAgent: A Knowledge Graph-Driven Scientific Agent for Multi-Tool Integration

Author List: Keyan Ding, Jing Yu, Junjie Huang, Yuchen Yang, Qiang Zhang, Huajun Chen

This dataset includes benchmark data used in the academic paper.

Related Code Repository

The code associated with this dataset and the related paper "SciToolAgent: A Knowledge Graph-Driven Scientific Agent for Multi-Tool Integration" is open-sourced on GitHub. GitHub Repository Link: https://github.com/HICAI-ZJU/SciToolAgent
DOI: 10.5281/zenodo.15691499
title: Dataset for the paper "SciToolAgent: A Knowledge Graph-Driven Scientific Agent for Multi-Tool Integration"

description: This dataset was created and released to support the research presented in the following academic paper:

Paper Title: SciToolAgent: A Knowledge Graph-Driven Scientific Agent for Multi-Tool Integration

Author List: Keyan Ding, Jing Yu, Junjie Huang, Yuchen Yang, Qiang Zhang, Huajun Chen

This dataset includes benchmark data used in the academic paper.

Related Code Repository

The code associated with this dataset and the related paper "SciToolAgent: A Knowledge Graph-Driven Scientific Agent for Multi-Tool Integration" is open-sourced on GitHub. GitHub Repository Link: https://github.com/HICAI-ZJU/SciToolAgent
DOI: 10.15468/dl.yj254d
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Achnanthes standeri Cholnoky, 1957",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "BasisOfRecord is one of (Specimen, Living Specimen, Observation, Human Observation, Machine Observation, Material sample, Literature Occurrence, Material citation, Occurrence evidence)",
 "Geometry POLYGON ((25.5395 -23.2724,25.1306 -24.0715,25.5395 -24.0715,25.5395 -23.2724))"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0054535-250525065834625/datasets/export for details.
DOI: 10.15468/dl.z2mq3b
title: Occurrence Download

description: A dataset containing 612 species occurrences available in GBIF matching the query:
{
 "and" : [
 "OccurrenceStatus is Present",
 "TaxonKey is Thomomys umbrinus umbrinus"
 ]
}

 The dataset includes 612 records from 11 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0054536-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.m79drq
title: Occurrence Download

description: A dataset containing 65585 species occurrences available in GBIF matching the query:
{
 "and" : [
 "OccurrenceStatus is Present",
 "TaxonKey is Aedes aegypti (Linnaeus, 1762)"
 ]
}

 The dataset includes 65585 records from 100 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0054512-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.t3mv7g
title: Occurrence Download

description: A dataset containing 55187 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Human Observation, Specimen, Occurrence evidence)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Halictus ligatus Say, 1837",
 "Year 1000-2025"
 ]
}

 The dataset includes 55187 records from 97 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0054523-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.48597/whs6-jkwh
title: Nitrogen_monoxide at Jungfraujoch

description: Measurement of Nitrogen_monoxide at Jungfraujoch
DOI: 10.48597/keje-y6vk
title: Measurement of Nitrogen_monoxide at Jungfraujoch

description: Measurement of Nitrogen_monoxide at Jungfraujoch
DOI: 10.48597/zpe3-9n2g
title: Measurement of Nitrogen_monoxide at Jungfraujoch

description: Measurement of Nitrogen_monoxide at Jungfraujoch
DOI: 10.15468/dl.wchjkb
title: Occurrence Download

description: A dataset containing 239 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Arachis pusilla Benth."
 ]
}

 The dataset includes 239 records from 31 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0054539-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.13981507
title: Quality of vaccination-induced T cell responses is conveyed by polyclonality and high, but not maximum, antigen receptor avidity

description: This repository contains the processed data of the single-cell T cell analysis connected to the manuscript "Diverse and balanced repertoires of high-functionality T cell receptors are induced by SARS-CoV-2 mRNA vaccination" from Kocher and Drost et al. 

The data is stored in the AnnData (Scanpy+Scirpy) format and can be reproduced with this GitHub repository (https://github.com/SchubertLab/CovidVac_CD8/) from the raw data stored under GEO accession numbers  GSE261966, GSE261967, and GSE249998.
DOI: 10.5281/zenodo.15691612
title: Quality of vaccination-induced T cell responses is conveyed by polyclonality and high, but not maximum, antigen receptor avidity

description: This repository contains the processed data of the single-cell T cell analysis connected to the manuscript "Diverse and balanced repertoires of high-functionality T cell receptors are induced by SARS-CoV-2 mRNA vaccination" from Kocher and Drost et al. 

The data is stored in the AnnData (Scanpy+Scirpy) format and can be reproduced with this GitHub repository (https://github.com/SchubertLab/CovidVac_CD8/) from the raw data stored under GEO accession numbers  GSE261966, GSE261967, and GSE249998.
DOI: 10.15468/dl.k653bx
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Achnanthes standeri Cholnoky, 1957",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "BasisOfRecord is one of (Specimen, Living Specimen, Observation, Human Observation, Machine Observation, Material sample, Literature Occurrence, Material citation, Occurrence evidence)",
 "Geometry POLYGON ((20.2855 -34.7533,20.509 -34.5676,20.509 -32.9007,17.7723 -32.9007,17.8156 -33.0786,18.3471 -33.7176,18.3748 -33.8287,18.2181 -34.0492,18.3197 -34.3408,18.4452 -34.429,18.5435 -34.4213,18.5872 -34.3667,18.5363 -34.167,18.7345 -34.1508,18.7216 -34.3637,18.7808 -34.4521,19.0289 -34.4206,19.0831 -34.4835,19.2655 -34.5017,19.2032 -34.6157,19.2394 -34.6926,19.375 -34.6963,19.6091 -34.8524,19.8251 -34.8396,19.9798 -34.9064,20.1081 -34.8731,20.1517 -34.7847,20.2855 -34.7533))"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0054541-250525065834625/datasets/export for details.
DOI: 10.15468/dl.zcymc3
title: Occurrence Download

description: A dataset containing 2 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is iNaturalist Research-grade Observations",
 "OccurrenceStatus is Present",
 "TaxonKey is Phymaturus tenebrosus Lobo & Quinteros, 2005"
 ]
}

 The dataset includes 2 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0054544-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.uaf88b
title: Occurrence Download

description: A dataset containing 9765 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Human Observation, Specimen, Occurrence evidence)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Hylaeus annulatus (Linnaeus, 1758)",
 "Year 1000-2025"
 ]
}

 The dataset includes 9765 records from 84 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0054543-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.h5642q
title: Occurrence Download

description: A dataset listing the 160 species recorded in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((27.19714 -25.00007,27.29617 -25.05116,27.31723 -25.01541,27.23374 -24.95273,27.19714 -25.00007))",
 "OccurrenceStatus is Present",
 "TaxonKey is Animalia"
 ]
}

 The dataset's 160 records were derived from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0054516-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.evqwc8
title: Occurrence Download

description: A dataset containing 497 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Harpagophytum zeyheri Decne."
 ]
}

 The dataset includes 497 records from 25 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0054540-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.agaypk
title: Occurrence Download

description: A dataset containing 185 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Bauhinia subclavata Benth."
 ]
}

 The dataset includes 185 records from 43 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0054542-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.vqagyk
title: Occurrence Download

description: A dataset containing 347 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Calliandra depauperata Benth."
 ]
}

 The dataset includes 347 records from 55 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0054546-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.agk7cc
title: Occurrence Download

description: A dataset containing 34 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Calliandra fernandesii Barneby"
 ]
}

 The dataset includes 34 records from 15 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0054549-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.aa3f2v
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Achnanthes standeri Cholnoky, 1957",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "BasisOfRecord is one of (Specimen, Living Specimen, Observation, Human Observation, Machine Observation, Material sample, Literature Occurrence, Material citation, Occurrence evidence)",
 "Geometry POLYGON ((35.628 -23.023,35.6007 -22.9702,35.6007 -23.165,35.628 -23.023))"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0054550-250525065834625/datasets/export for details.
DOI: 10.15468/dl.tt5r68
title: Occurrence Download

description: A dataset containing 152 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is Africa",
 "Country is one of (Egypt, Morocco, Algeria, Tunisia, Mauritania, Western Sahara, Libya, Niger, Sudan, Chad)",
 "DatasetKey is iNaturalist Research-grade Observations",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Cerastes cerastes Linnaeus, 1758"
 ]
}

 The dataset includes 152 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0054548-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.7910/dvn/uhjqqr
title: Supplementary materials for the article "Applying Network Models for Analysis to Spatial Analysis of Gerrymandering Practices in the 2000–2020 U.S. Congressional Elections" (1.2025/12)

description: Supplementary materials for the article "Applying Network Models for Analysis to Spatial Analysis of Gerrymandering Practices in the 2000–2020 U.S. Congressional Elections"
DOI: 10.15468/dl.z4djq6
title: Occurrence Download

description: A dataset containing 6 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is iNaturalist Research-grade Observations",
 "OccurrenceStatus is Present",
 "TaxonKey is Phymaturus timi Hibbard, Nenda & Lobo, 2019"
 ]
}

 The dataset includes 6 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0054552-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.14776137
title: miniF2F-Graded

description: MiniF2F-Graded(./miniF2F-Graded.json) builds upon miniF2F by introducing additional metrics for each theorem: Difficulty, Discrimination, and Difficulty Grading. These metrics are calculated based on the actual performance of LLMs in proving the theorems, making them a more accurate reflection of difficulty from the perspective of LLMs.

For a complete introduction to the work, please refer to the paper published on arxiv:Psychometric-Based Evaluation for Theorem Proving with Large Language Models
DOI: 10.5281/zenodo.14776138
title: miniF2F-Graded

description: MiniF2F-Graded(./miniF2F-Graded.json) builds upon miniF2F by introducing additional metrics for each theorem: Difficulty, Discrimination, and Difficulty Grading. These metrics are calculated based on the actual performance of LLMs in proving the theorems, making them a more accurate reflection of difficulty from the perspective of LLMs.

For a complete introduction to the work, please refer to the paper published on arxiv:Psychometric-Based Evaluation for Theorem Proving with Large Language Models
DOI: 10.15468/dl.w34xuu
title: Occurrence Download

description: A dataset containing 133 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Calliandra hirtiflora Benth."
 ]
}

 The dataset includes 133 records from 26 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0054551-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.15691569
title: Data underlying "Infectious SARS-CoV-2 persists in wastewater transport to treatment facilities and can mediate aerosolized transmission: potential risks for wastewater personnel"

description: This dataset contains the raw and processed data supporting the results presented in the manuscript submitted to PLOS Water. The study investigates the persistence and infectivity of SARS-CoV-2 in municipal wastewater under different temperature and aerosolization conditions, as well as the efficacy of UV-C disinfection. Data files include:





Time and temperature-based SARS-CoV-2 infectivity assays in spiked wastewater




Aerosolization chamber infectivity results for wastewater and media conditions




UV-C disinfection dose-response experiments




Longitudinal SARS-CoV-2 RNA measurements from wastewater surveillance during the Omicron wave




Each dataset is provided in Excel format (.xlsx), with clearly labeled columns and experimental details to allow full reproducibility and reuse. These data were used to generate Figures 2, 4, 5, and 7 in the manuscript.
DOI: 10.5281/zenodo.15691570
title: Data underlying "Infectious SARS-CoV-2 persists in wastewater transport to treatment facilities and can mediate aerosolized transmission: potential risks for wastewater personnel"

description: This dataset contains the raw and processed data supporting the results presented in the manuscript submitted to PLOS Water. The study investigates the persistence and infectivity of SARS-CoV-2 in municipal wastewater under different temperature and aerosolization conditions, as well as the efficacy of UV-C disinfection. Data files include:





Time and temperature-based SARS-CoV-2 infectivity assays in spiked wastewater




Aerosolization chamber infectivity results for wastewater and media conditions




UV-C disinfection dose-response experiments




Longitudinal SARS-CoV-2 RNA measurements from wastewater surveillance during the Omicron wave




Each dataset is provided in Excel format (.xlsx), with clearly labeled columns and experimental details to allow full reproducibility and reuse. These data were used to generate Figures 2, 4, 5, and 7 in the manuscript.
DOI: 10.15468/dl.m9thxe
title: Occurrence Download

description: A dataset containing 6 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Calliandra hirtiflora var. hirtiflora"
 ]
}

 The dataset includes 6 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0054553-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.66xght
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Achnanthes standeri Cholnoky, 1957",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "BasisOfRecord is one of (Specimen, Living Specimen, Observation, Human Observation, Machine Observation, Material sample, Literature Occurrence, Material citation, Occurrence evidence)",
 "Geometry POLYGON ((35.6306 -23.844,35.6007 -23.8125,35.6007 -24.0157,35.6306 -23.844))"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0054555-250525065834625/datasets/export for details.
DOI: 10.15468/dl.ugej28
title: Occurrence Download

description: A dataset containing 98 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Calliandra hygrophila Mackinder & G.P.Lewis"
 ]
}

 The dataset includes 98 records from 21 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0054556-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.3886/e149961v1-182441
title: CMS Doctors and Clinicians Data, 2014-2021

description: This deposit contains the Centers for Medicare & 
Medicaid Services’ (CMS) official data on doctors, clinicians, and groups listed on Medicare Care Compare.<br>The files in this deposit were downloaded from the CMS website and archived by Michael Darisse, Cornell University. Additional information edited by Michael Darisse and Lars Vilhuber, Cornell University and American Economic Association.<br><br><br><br>