cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.v74b3h
title: Occurrence Download

description: A dataset containing 13893859 records in GBIF matching the query:
SELECT 
 "gbifid", "taxonkey", "phylum", "class", "order", "eventdate", "datasetkey", "countrycode", "stateprovince", "decimallongitude", "decimallatitude" 
FROM occurrence 
WHERE 
 ("hasgeospatialissues" = 'false') AND 
 ("hascoordinate" = 'true') AND 
 ("occurrencestatus" = 'PRESENT') AND 
 NOT("basisofrecord" IN ('FOSSIL_SPECIMEN', 'LIVING_SPECIMEN')) AND 
 ("decimallatitude" &gt;= 27) AND 
 ("decimallatitude" &lt; 31) AND 
 ("decimallongitude" &gt;= -98) AND 
 ("decimallongitude" &lt; -97) AND 
 ("year" &lt;= 2025)

 The dataset's 13893859 records were derived from 641 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012786-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.7910/dvn/2vk0hr
title: Data for Cybersecurity Crowdsourcing Research for Construction: Hack My Robot Case Study

description: This dataset contains data for construction cybersecurity crowdsourcing research, the Hack My Robot case study. This study was conducted by Muammer Semih Sonkor and Borja García de Soto.
DOI: 10.15468/dl.fkc7vw
title: Occurrence Download

description: A dataset containing 23242 species occurrences available in GBIF matching the query:
{
 "and" : [
 "OccurrenceStatus is Present",
 "TaxonKey is Symphyotrichum pilosum"
 ]
}

 The dataset includes 23242 records from 361 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012799-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.npy96u
title: Occurrence Download

description: A dataset containing 1112998 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is iNaturalist Research-grade Observations",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonId is not null",
 "GbifId is not null",
 "Country is one of (Canada, Mexico, United States of America)",
 "EventDate is greater than or equal to 2021-07-10",
 "EventDate is less than or equal to 2021-08-09",
 {
 "not" : {
 "Issue" : [
 "is one of (Basis of record invalid, Coordinate reprojection failed, Coordinate reprojection suspicious, Coordinate precision invalid, Coordinate uncertainty meters invalid, Country mismatch, Country invalid, Geodetic datum invalid, Presumed swapped coordinate, Presumed negated longitude, Presumed negated latitude, Country coordinate mismatch)"
 ]
 }
 },
 {
 "not" : {
 "BasisOfRecord" : [
 "is Fossil"
 ]
 }
 }
 ]
}

 The dataset includes 1112998 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012791-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.18489146
title: SuperDARN data in netCDF format (2013-Mar)

description: 2013-Mar SuperDARN radar data in netCDF format. These files were produced using version 3.0 of the public FitACF algorithm, using the AACGM v2 coordinate system. Cite this dataset if using our data in a publication.


The RST is available here: https://github.com/SuperDARN/rst



The research enabled by SuperDARN is due to the efforts of teams of scientists and engineers working in many countries to build and operate radars, process data and provide access, develop and improve data products, and assist users in interpretation.
Users of SuperDARN data and data products are asked to acknowledge this support in presentations and publications.
A brief statement on how to acknowledge use of SuperDARN data is provided below.




Users are also asked to consult with a SuperDARN PI prior to submission of work intended for publication.
A listing of radars and PIs with contact information can be found here:
(SuperDARN Radar Overview)



Recommended form of acknowledgement for the use of SuperDARN data:



'The authors acknowledge the use of SuperDARN data. SuperDARN is a collection of radars funded by national scientific funding agencies of Australia, Canada, China, France, Italy, Japan, Norway, South Africa, United Kingdom and the United States of America.'
DOI: 10.5281/zenodo.6486881
title: SuperDARN data in netCDF format (2013-Mar)

description: 2013-Mar SuperDARN radar data in netCDF format. These files were produced using version 3.0 of the public FitACF algorithm, using the AACGM v2 coordinate system. Cite this dataset if using our data in a publication.


The RST is available here: https://github.com/SuperDARN/rst



The research enabled by SuperDARN is due to the efforts of teams of scientists and engineers working in many countries to build and operate radars, process data and provide access, develop and improve data products, and assist users in interpretation.
Users of SuperDARN data and data products are asked to acknowledge this support in presentations and publications.
A brief statement on how to acknowledge use of SuperDARN data is provided below.




Users are also asked to consult with a SuperDARN PI prior to submission of work intended for publication.
A listing of radars and PIs with contact information can be found here:
(SuperDARN Radar Overview)



Recommended form of acknowledgement for the use of SuperDARN data:



'The authors acknowledge the use of SuperDARN data. SuperDARN is a collection of radars funded by national scientific funding agencies of Australia, Canada, China, France, Italy, Japan, Norway, South Africa, United Kingdom and the United States of America.'
DOI: 10.15468/dl.qbjbhs
title: Occurrence Download

description: A dataset containing 6376 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Kinosternon integrum"
 ]
}

 The dataset includes 6376 records from 80 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012802-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.7910/dvn/oojmd2
title: Supply Chain Networks and Economic Resilience: Evolution and Mechanism

description: Supply Chain Networks and Economic Resilience: Evolution and Mechanism
DOI: 10.15468/dl.2uswxx
title: Occurrence Download

description: A dataset containing 235 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Phytoplankton monitoring in Grado, GO - North Adriatic Sea. 2016"
 ]
}

 The dataset includes 235 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012805-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.26008/1912/bco-dmo.986858.1
title: Fourier Transform-Ion Cyclotron Resonance Mass spectrometry (FT-ICR MS) peaks lists from the Tapajós River, Brazil from 2016-2023

description: This dataset includes assigned mass spectral peak lists from river water sampled near-monthly from the Tapajós River, Brazil between 2016-2023. Data were collected on a 21 T Fourier Transform-Ion Cyclotron Mass Spectrometer in electrospray negative ionization from solid phase DOM extracts. Trends in peak presence/absence and relative abundance reveal changes to DOM sourcing based on hydroclimate and multiyear climate anomalies.
DOI: 10.26008/1912/bco-dmo.986798.1
title: Dissolved organic matter, water quality, water isotopes, and discharge measurements of the Tapajós River, Brazil from 2016-2023

description: This data includes near monthly measurements of discharge, water isotopes, water quality, and dissolved organic matter characteristics from the Tapajós River, Brazil between 2016-2023. Dissolved organic matter was characterized via dissolved organic carbon quantification, optical spectroscopy, fluorescence spectroscopy, parallel factor analysis modeling (PARAFAC), and Fourier transform-ion cyclotron resonance mass spectrometry. Pairing geochemical and molecular-level data reveal both seasonal and inter annual patterns of carbon export to the Amazon River system and processing within the river network.
DOI: 10.26008/1912/bco-dmo.986855.1
title: Absorbance and Excitation Emission spectra (EEMs) measurements of the Tapajós River, Brazil from 2016-2023

description: This dataset includes individual absorbance spectra and excitation emission fluorescence spectra  from river water sampled near-monthly from the Tapajós River, Brazil between 2016-2023. Both absorbance and fluorescence data were collected on a Horiba Aqualog spectrophotometer. Trends in optical absorbance and fluorescence maxima reveal signatures for DOM sourcing into the river as well as evidence for in-stream processing and molecular stability of exported organic matter.
DOI: 10.7910/dvn/m06odb
title: Replication Data for: Ideological Asymmetries of Trust in Elections and Non-Voting Political Participation

description: Replication Data for: Ideological Asymmetries of Trust in Elections and Non-Voting Political Participation
DOI: 10.7910/dvn/zhpc7p
title: Indicadores de Salud Mental, Prevalencia y Factores de Riesgo en Latinoamérica

description: Base de datos con indicadores de salud mental, prevalencia de trastornos mentales y factores de riesgo en países de Latinoamérica. Incluye datos sobre depresión, ansiedad, suicidio y otros indicadores relevantes para la investigación en salud mental en la región.
DOI: 10.6084/m9.figshare.31249567.v2
title: BBC Igbo–Pidgin Gold-Standard NLP Corpus

description: This corpus is a high-quality, manually annotated collection of BBC Igbo and BBC Pidgin news article snippets, designed to support natural language processing research in West African languages. It includes 63 BBC Igbo snippets annotated for intent classification, content quality, and sentiment, alongside 63 BBC Igbo snippets for sentence segmentation. Additionally, it contains 91 BBC Pidgin snippets annotated for intent, quality, and sentiment, and 91 BBC Pidgin snippets annotated for Named Entity Recognition (NER).All annotations were produced by <b>Bytte AI</b> following consistent, task-specific guidelines and reflect real-world journalistic language. While these are representative samples rather than full datasets, they provide a reliable foundation for benchmarking, model training, and evaluation across multiple NLP tasks in low-resource African languages.
DOI: 10.15468/dl.9q34jh
title: Occurrence Download

description: A dataset containing 4640 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Kinosternon leucostomum"
 ]
}

 The dataset includes 4640 records from 157 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012806-260129131611470/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.31249567.v3
title: BBC Igbo–Pidgin Gold-Standard NLP Corpus

description: This corpus is a high-quality, manually annotated collection of BBC Igbo and BBC Pidgin news article snippets, designed to support natural language processing research in West African languages. It includes 63 BBC Igbo snippets annotated for intent classification, content quality, and sentiment, alongside 63 BBC Igbo snippets for sentence segmentation. Additionally, it contains 91 BBC Pidgin snippets annotated for intent, quality, and sentiment, and 91 BBC Pidgin snippets annotated for Named Entity Recognition (NER).All annotations were produced by <b>Bytte AI</b> following consistent, task-specific guidelines and reflect real-world journalistic language. While these are representative samples rather than full datasets, they provide a reliable foundation for benchmarking, model training, and evaluation across multiple NLP tasks in low-resource African languages.
DOI: 10.15468/dl.hn3xuz
title: Occurrence Download

description: A dataset containing 2691 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Penstemon campanulatus"
 ]
}

 The dataset includes 2691 records from 139 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012808-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.t9dhf5
title: Occurrence Download

description: A dataset containing 20775 species occurrences available in GBIF matching the query:
{
 "and" : [
 "OccurrenceStatus is Present",
 "TaxonKey is Limulus polyphemus"
 ]
}

 The dataset includes 20775 records from 81 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012807-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.azvq4w
title: Occurrence Download

description: A dataset containing 205 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Hyotissa hyotis",
 "HasCoordinate is true",
 "BasisOfRecord is one of (Observation, Machine Observation, Human Observation, Occurrence evidence)",
 {
 "not" : {
 "OccurrenceStatus" : [
 "is one of (Absent)"
 ]
 }
 }
 ]
}

 The dataset includes 205 records from 27 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0064713-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.mmutf4
title: Occurrence Download

description: A dataset containing 4 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Suliformes)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1980",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 },
 "Geometry POLYGON((60 -90,90 -90,90 -60,60 -60,60 -90))"
 ]
}

 The dataset includes 4 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0064712-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.stg5qa
title: Occurrence Download

description: A dataset containing 677573 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Cornus L."
 ]
}

 The dataset includes 677573 records from 1261 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0196652-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.32rurd
title: Occurrence Download

description: A dataset containing 2 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-116.38916 36.17336,-106.41357 36.17336,-106.41357 43.38908,-116.38916 43.38908,-116.38916 36.17336))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Lecanora gypsicola St.Clair & C.C.Newb."
 ]
}

 The dataset includes 2 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000343-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.fcpydm
title: Occurrence Download

description: A dataset containing 60 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Mexico",
 "OccurrenceStatus is Present",
 "TaxonKey is Ipomoea robinsonii House"
 ]
}

 The dataset includes 60 records from 19 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004343-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.wc4vx8
title: Occurrence Download

description: A dataset containing 21 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Ecuador",
 "TaxonKey is Cyclopes didactylus (Linnaeus, 1758)"
 ]
}

 The dataset includes 21 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0050757-240506114902167/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.mqcmm7
title: Occurrence Download

description: A dataset containing 1680 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "TaxonKey is Enicognathus leptorhynchus (King, 1831)",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 1680 records from 12 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010939-181003121212138/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.p4y87e
title: Occurrence Download

description: A dataset containing 343 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-97.39037 16.51773,-97.32719 16.42555,-97.22694 16.37285,-97.14729 16.38339,-97.08824 16.43082,-97.08 16.50193,-97.14043 16.56907,-97.19124 16.60329,-97.2805 16.6204,-97.34779 16.59277,-97.39037 16.51773))",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Animalia"
 ]
}

 The dataset includes 343 records from 21 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0265028-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.qfhufw
title: Occurrence Download

description: A dataset containing 969 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-124.07959 31.24512,-114.07104 31.70654,-115.16968 37.15576,-118.77319 39.68262,-123.90381 40.8252,-124.07959 31.24512))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Lonchura punctulata (Linnaeus, 1758)",
 "Year 2010-2010"
 ]
}

 The dataset includes 969 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0247057-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.fyzs66
title: Occurrence Download

description: A dataset containing 2977 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Macaca mulatta (Zimmermann, 1780)"
 ]
}

 The dataset includes 2977 records from 73 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0252727-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.nxw838
title: Occurrence Download

description: A dataset containing 35102 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-96.70166 17.00426,-96.6687 17.00426,-96.51901 17.0581,-96.55472 17.28115,-96.6687 17.27722,-96.70166 17.27722,-96.70166 17.00426))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 35102 records from 206 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010939-181108115102211/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.8vbvm5
title: Occurrence Download

description: A dataset containing 231182 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "or" : [
 "Country is United States of America",
 "Country is Mexico"
 ]
 },
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 {
 "or" : [
 "StateProvince is Texas",
 "StateProvince is Arizona",
 "StateProvince is New Mexico",
 "StateProvince is Chiuhuahua",
 "StateProvince is Coahuila",
 "StateProvince is Coahuila de Zaragoza",
 "StateProvince is Nuevo León",
 "StateProvince is Nuevo Leon",
 "StateProvince is Tamaulipas",
 "StateProvince is Zacatecas",
 "StateProvince is Durango",
 "StateProvince is San Luis Potosí",
 "StateProvince is San Luis Potosi",
 "StateProvince is Guanajuato",
 "StateProvince is Queretaro",
 "StateProvince is Queretaro De Arteaga",
 "StateProvince is Querétaro",
 "StateProvince is HidalgO",
 "StateProvince is HIdalgo",
 "StateProvince is Hidalgo",
 "StateProvince is Chihuahua (State)"
 ]
 },
 "TaxonKey is Passerculus sandwichensis (J.F.Gmelin, 1789)"
 ]
}

 The dataset includes 231182 records from 48 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0257597-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.57702/gi7kyum0
title: Elliptic Optimal Control Problems

description: The dataset used in this paper is a collection of examples for testing the proposed neural solver for distributed elliptic optimal control problems.
DOI: 10.57702/zktt60y6
title: Baseball Dataset

description: A comprehensive baseball dataset comprising over 1000 games, including more than 100,000 pitches.
DOI: 10.57702/tv3pqtas
title: SinGAN-GIF dataset

description: A video-to-video synthesis dataset, where videos are synthesized from a single video.
DOI: 10.57702/zotxwjsi
title: Multi-Modal Gaussian Mixture

description: We empirically explore the ability of this method to sample from multi-modal distributions and focus on two important issues: (i) the inability of the particles to escape from local modes and (ii) the ineﬃcacy in reproducing the density of the diﬀerent regions.
DOI: 10.57702/qui6bp32
title: Lung Cancer dataset

description: The lung cancer dataset collects samples from 27 patients, and measures 31 proteins per cell.
DOI: 10.57702/d8wr1tuu
title: Generalized Mean Market Makers

description: Generalized Mean Market Makers (G3Ms) are a new parametrized family of Constant Function Market Makers (CFMMs) which are intermediate between the Arithmetic Mean and Geometric Mean CFMM models.
DOI: 10.57702/6vnxa2jo
title: DICHASUS Indoor LOS lab room

description: The dataset used in this paper for CSI-based positioning with multi-environment meta-learning.
DOI: 10.57702/zbi7exrf
title: Large Movie Review Dataset

description: Large Movie Review Dataset (IMDB)
DOI: 10.57702/y6282b91
title: UIUC-Sports dataset

description: UIUC-Sports dataset
DOI: 10.15468/dl.s5jtcz
title: Occurrence Download

description: A dataset containing 42 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Eugenia stipitata",
 "Year 2024-2025"
 ]
}

 The dataset includes 42 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0079927-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.57702/y5e2qqly
title: OmniAct

description: A benchmark suite for enabling multi-modal generalist autonomous agents for desktop and web.
DOI: 10.57702/v09k2zn2
title: CLOSURE

description: The CLOSURE dataset consists of 25,200 questions with identical vocabulary but different structure than CLEVR, asked on the same set of images.
DOI: 10.57702/g4q181jx
title: CollectBall

description: The dataset used in this paper is a collection of high-dimensional RGB images of environments, where each image represents a trajectory of observations generated during the evaluation of policies.
DOI: 10.57702/w8drpmia
title: FAUST dataset

description: The dataset used in this paper is the FAUST dataset of human 3D poses.
DOI: 10.57702/3v2hufj8
title: Illicit Drug Addicts Dataset

description: The dataset is used for generating synthetic faces exhibiting drug abuse traits through augmentation.