cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.sxb3nx
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Cnemaspis shahruli Grismer, Chan, Quah, Muin, Savage, Grismer, Ahmad, Greer & Remegio, 2010)",
 "BasisOfRecord is one of (Specimen, Human Observation, Observation, Machine Observation)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0027546-230224095556074/datasets/export for details.
DOI: 10.15468/dl.cj82xp
title: Occurrence Download

description: A dataset containing 3284 species occurrences available in GBIF matching the query:
{
 "and" : [
 "VerbatimScientificName is Poecilodryas superciliosa",
 "BasisOfRecord is one of (Machine Observation, Human Observation)",
 "Year 2011-2021",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen, Specimen, Material citation, Material sample)"
 ]
 }
 }
 ]
}

 The dataset includes 3284 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0081225-230530130749713/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.sydy37
title: Occurrence Download

description: A dataset containing 2474 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Aristida setifolia Kunth"
 ]
}

 The dataset includes 2474 records from 110 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0049305-230224095556074/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.30546398
title: Aquatic invertebrate counts and relative abundances in SWPs

description: Counts and relative abundances of aquatic invertebrate taxa sampled in 21 stormwater management ponds in southwestern Ontario. Sampling followed the standardized provincial protocols (OBBN).
DOI: 10.6084/m9.figshare.30546398.v1
title: Aquatic invertebrate counts and relative abundances in SWPs

description: Counts and relative abundances of aquatic invertebrate taxa sampled in 21 stormwater management ponds in southwestern Ontario. Sampling followed the standardized provincial protocols (OBBN).
DOI: 10.26008/1912/bco-dmo.986596.1
title: Dissolved organic compound (DOS, DOP, DOBr, DOI) depth profiles collected at the Bermuda Atlantic Time Series Station (BATS) in August 2019 and at the Hawaii Ocean Time Series Station Aloha in July 2021

description: This dataset contains the Dissolved organic sulfur (DOS), dissolved organic phosphorus (DOP), dissolved organic bromine (DOBr) and dissolved organic iodine (DOI) data obtained ICP-MS analysis of solid-phase extracted samples collected at the BATS station (August 2019) and HOT station ALOHA (July 2021). These data are complementary to the fluorescence data set that was sampled at 200 m depth intervals in both the Central North Atlantic (BATS) and Central North Pacific (ALOHA). While the focus of study is to better understand a marine source of fluorescent dissolved organic matter (DOM) (i.e., picocyanobacteria), these data were collected to evaluate whether these heteroatoms within DOM follow the same trends with depth as the fluorescent components determined by parallel factor analysis of 3D fluorescence spectra. Briefly, DOM was isolated by solid phase extraction from 10L seawater samples that were collected from the surface to the seafloor at each station, resulting in 10 mL methanolic extracts for each sample. Extracts were stored at -20 degrees C until analysis in our home laboratory. Portions of these extracts were dried completely and re-dissolved in ultrapure water prior to DOS, DOP, DOBr, or DOI analysis by inductively coupled plasma-mass spectrometry.
DOI: 10.15468/dl.cvh58z
title: Occurrence Download

description: A dataset listing the 91 species recorded in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Bothrops"
 ]
}

 The dataset's 91 records were derived from 421 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0018649-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.2kmgng
title: Occurrence Download

description: A dataset containing 50 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "Country is Mexico",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Canis lupus baileyi"
 ]
}

 The dataset includes 50 records from 12 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0018658-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.7266/k1wda5d4
title: EM-APEX Float 10274: Loop Current Frontal Cyclone and Eastern Gulf of Mexico
DOI: 10.15468/dl.6uu295
title: Occurrence Download

description: A dataset containing 1538 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-74.78246 10.79274,-74.78461 10.75413,-74.77532 10.71762,-74.74816 10.69023,-74.70528 10.68531,-74.69242 10.70638,-74.69099 10.74219,-74.69742 10.77308,-74.71314 10.78782,-74.74459 10.79274,-74.78246 10.79274))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is one of (Mammalia, Aves, Amphibia, Squamata, Testudines, Crocodylia)"
 ]
}

 The dataset includes 1538 records from 11 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0018660-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.7266/xk4nbvz4
title: EM-APEX Float 10276: Loop Current Eddy Shedding Region and Central Gulf of Mexico
DOI: 10.15468/dl.gjfxzc
title: Occurrence Download

description: A dataset containing 12349 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "or" : [
 "TaxonKey is Acer saccharum"
 ]
 },
 "HasCoordinate is TRUE",
 "Year is greater than or equal to 2010",
 "Year is less than or equal to 2024",
 "DecimalLatitude is greater than or equal to 40.35172073505978",
 "DecimalLatitude is less than or equal to 45.12878007192018",
 "DecimalLongitude is greater than or equal to -79.74972513808723",
 "DecimalLongitude is less than or equal to -71.69633073876722",
 "OccurrenceStatus is Present"
 ]
}

 The dataset includes 12349 records from 27 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0018661-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.18430/m39puk
title: X-ray diffraction data for the neutralizing monoclonal antibody Fab fragment for human leptin (9PUK)
DOI: 10.5281/zenodo.17491578
title: ATLAS Darwin Telemetry 06-10-2025

description: Data export from Smithies, James, and Glen Berman. ‘AI-as-Infrastructure/aiinfra-atlas-darwin: V0.2.0’. Zenodo, 8 October 2025. https://doi.org/10.5281/zenodo.17298447 including expert user feedback from Barbara McGillivray and Elizabeth Smith, conducted during October 2025.
DOI: 10.5281/zenodo.17491340
title: ATLAS Darwin Telemetry 06-10-2025

description: Data export from Smithies, James, and Glen Berman. ‘AI-as-Infrastructure/aiinfra-atlas-darwin: V0.2.0’. Zenodo, 8 October 2025. https://doi.org/10.5281/zenodo.17298447 including expert user feedback from Barbara McGillivray and Elizabeth Smith, conducted during October 2025.
DOI: 10.5281/zenodo.17525962
title: OSSGameBench: A Large-Scale Dataset of Contributor Activities in the Open-Source Video Games

description: Video games have evolved beyond entertainment to support education, training, and well-being through deeply immersive and interactive experiences.Yet, unlike other software systems where standardized benchmark datasets have accelerated research on downstream tasks such as defect prioritization and localization, the game development domain lacks comparable resources that reflect its distinctive characteristics.For instance, defects in games often arise from the complex interplay between code and non-code assets, whereas in other software they do not.Therefore, specialized datasets are required to capture these multidisciplinary demands unique to game development.This gap limits the development and evaluation of data-driven approaches for tasks such as defect prioritization, defect localization, and automated repair.

To fill this void, we introduce OSSGameBench, a curated benchmark dataset derived from 970 open-source game repositories in GitHub, which contains issues, comments, commits, pull requests, and review comments, with explicit mappings among these entities to enable reproducible and comprehensive defect analysis tasks in game development.
DOI: 10.15468/dl.nmyttc
title: Occurrence Download

description: A dataset containing 2794603 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Aves)",
 "HasCoordinate is one of (true)",
 "Geometry POLYGON((-76.5744969864655 8.05949937252168,-72.6269416686844 8.05949937252168,-72.6269416686844 11.3673247179972,-76.5744969864655 11.3673247179972,-76.5744969864655 8.05949937252168))"
 ]
}

 The dataset includes 2794603 records from 157 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0018637-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15131/shef.data.29365220.v1
title: ADS Debugging Systematic Mapping Study Data Extraction Results

description: Table of extracted data for the final 15 papers used for "A Systematic Mapping Study on the Debugging of Autonomous Driving Systems". Each paper title contains a link to the full paper whilst full citations for each can be found in the associated mapping study.
DOI: 10.15468/dl.rxkx3f
title: Occurrence Download

description: A dataset containing 28049 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Chelonia mydas",
 "Year 2023-2024"
 ]
}

 The dataset includes 28049 records from 32 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0018662-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.14286/5evyzo
title: Gulf of St. Lawrence Herring

description: This is the OBIS extraction of the Ocean Tracking Network and Department of Fisheries and Oceans Canada (DFO) Gulf of St. Lawrence Herring, consisting of the release tagging metadata, i.e. the location and date when the tagged animal was released, and summarized detection events of tagged individuals.
 If readers are interested in the source dataset they may also inquire with the project PIs as listed here or on the OTN web site (https://members.oceantrack.org/project?ccode=GSLHER).Abstract:Atlantic herring are an abundant and highly migratory pelagic fish that inhabit the Gulf of St. Lawrence (GSL). In the northern GSL, they are managed and assessed as two discrete stocks; one along the west coast of Newfoundland (NAFO division 4R) and another on the north coast of Quebec (NAFO division 4S). However, herring schools undertake extensive annual migrations between feeding, spawning and overwintering areas which are poorly understood. There is some evidence from mark-recapture studies and commercial fishery data that mixing occurs between the herring stocks in 4R and eastern 4S. Biological differences were also observed between the herring inhabiting the eastern and western regions of 4S, suggesting that 4S may comprise two separate stocks. Stock assessment relies on the assumption that stock units are closed, and that no mixing occurs between units. When this assumption is violated, the results of stock assessments may be inaccurate, which can confound management strategies. This project is funded by the DFO Competitive Science Research Fund (CSRF) and will address this knowledge gap by employing acoustic telemetry to determine the seasonal movements and distribution patterns of the herring stocks within 4RS. The lack of information on stock structure has been identified as the main source of uncertainty at the last 4S herring stock assessment. The overall objective of the project is to use acoustic telemetry to monitor the spatial and temporal movement patterns of the Atlantic herring stocks in the northern GSL in relation to fishery management areas (i.e., NAFO divisions 4R and 4S). Specific objectives are: 1. Provide a detailed description of the seasonal migratory patterns of Atlantic herring in the northern GSL; 2. Determine the degree of mixing between herring stocks along the lower north shore of Quebec (eastern region of NAFO division 4S) and the proximal west coast of Newfoundland (NAFO division 4R); 3. Determine the degree of mixing between herring stocks in the eastern and western regions of NAFO division 4S; 4. Provide new information to DFO biologists and resource managers on herring stock structure in the northern GSL to improve the accuracy of stock assessments and their use in fishery management.
DOI: 10.15468/dl.5tq5at
title: Occurrence Download

description: A dataset containing 12489 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Brazil",
 "OccurrenceStatus is Present",
 "TaxonKey is Aves",
 "Year 1000-1900"
 ]
}

 The dataset includes 12489 records from 82 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0018663-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17537183
title: AI and Identity Construction in an ELT Education Program: A Collaborative Autoethnography

description: The presented files include the data gathered throughout our research process, which aimed to explore how four student-teachers from an ELT program experience and reflect on the integration of AI in their academic formation.
DOI: 10.5281/zenodo.17537184
title: AI and Identity Construction in an ELT Education Program: A Collaborative Autoethnography

description: The presented files include the data gathered throughout our research process, which aimed to explore how four student-teachers from an ELT program experience and reflect on the integration of AI in their academic formation.
DOI: 10.15468/dl.d3kxad
title: Occurrence Download

description: A dataset containing 706286 species occurrences available in GBIF matching the query:
{
 "and" : [
 "OccurrenceStatus is Present",
 "TaxonKey is Bonasa umbellus"
 ]
}

 The dataset includes 706286 records from 177 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0018640-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.14286/puocme
title: Estimation of Cod Movements in the Northern Gulf (3Pn, 4RS) in the Strait of Belle Isle

description: This is the OBIS extraction of the Ocean Tracking Network and Fish Food and Allied Workers Union (FFAW) Estimation of Cod Movements in the Northern Gulf (3Pn, 4RS) in the Strait of Belle Isle, consisting of the release tagging metadata, i.e. the location and date when the tagged animal was released, and summarized detection events of tagged individuals.
 If readers are interested in the source dataset they may also inquire with the project PIs as listed here or on the OTN web site (https://members.oceantrack.org/project?ccode=SBICOD).Abstract:The Atlantic cod stock in the northern Gulf of St. Lawrence has increased slightly in recent years. As in the past, there are large concenrations of cod near the Strait of Belle Isle. In addition, high fall catch rates in the northeaster Gulf of St. Lawrence may be explained by the migration or mixing of fish stocks. The project will improve knowledge of the migrations of the Atlantic cod stock in the northern Gulf (NAFO divisions 4RS3Pn) and the adjacent stock (Northern Cod, divisions 2J3KL) through teh Strait of Belle Isle.
DOI: 10.15468/dl.q4bty6
title: Occurrence Download

description: A dataset containing 6061 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-100.94738 15.31821,-77.45091 17.96227,-77.88246 22.53672,-80.04022 30.90882,-100.94738 32.36282,-100.94738 15.31821))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Lutjanus synagris"
 ]
}

 The dataset includes 6061 records from 94 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0018666-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.acpykx
title: Occurrence Download

description: A dataset containing 1044695244 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Observation, Machine Observation, Human Observation)",
 "Geometry POLYGON((-180 -20,180 -20,180 40,-180 40,-180 -20))",
 "OccurrenceStatus is Present"
 ]
}

 The dataset includes 1044695244 records from 10331 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0018609-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.qmxyaz
title: Occurrence Download

description: A dataset containing 211 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Dinoseris salicifolia"
 ]
}

 The dataset includes 211 records from 29 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0020808-250711103210423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.wgxrpf
title: Occurrence Download

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

 The dataset includes 5 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0020810-250711103210423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.w7sfys
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Eragrostis megastachya multiflora, Eragrostis megastachya parvispicula, Eragrostis megastachya paucispicula, Eragrostis megastachya thyrsiflora, Eragrostis megastachya verrucosa, Eragrostis minor major, Eragrostis minor megastycha, Eragrostis minor major, Eragrostis minor megastachya, Eragrostis minor megastachya)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen, Machine Observation)"
 ]
 }
 },
 "Continent is Europe",
 "Year is greater than or equal to 1980",
 "Year is less than or equal to 2024"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0020811-250711103210423/datasets/export for details.
DOI: 10.15468/dl.c2w9wy
title: Occurrence Download

description: A dataset containing 42 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Rhynchophorus ferrugineus",
 "Country is Cyprus",
 "HasCoordinate is true"
 ]
}

 The dataset includes 42 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0020812-250711103210423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.gyb5yv
title: Occurrence Download

description: A dataset containing 15 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is BOLD:ACM4360"
 ]
}

 The dataset includes 15 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0020815-250711103210423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.q3agq3
title: Occurrence Download

description: A dataset containing 44 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Apera interrupta",
 "Country is Argentina",
 "HasCoordinate is true"
 ]
}

 The dataset includes 44 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0020813-250711103210423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.67x5x2
title: Occurrence Download

description: A dataset containing 270 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Cardamine pachystigma"
 ]
}

 The dataset includes 270 records from 34 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0020816-250711103210423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.d6h498
title: Occurrence Download

description: A dataset containing 5499210 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is Asia",
 "Country is China",
 "OccurrenceStatus is Present",
 "Year 2000-2025"
 ]
}

 The dataset includes 5499210 records from 3547 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0020699-250711103210423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ybhdzc
title: Occurrence Download

description: A dataset containing 13529 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "TaxonKey is Arthrobacter Conn & Dimmick, 1947"
 ]
}

 The dataset includes 13529 records from 335 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003036-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.arn7jc
title: Occurrence Download

description: A dataset containing 72 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Arctotheca calendula (L.) Levyns, Zantedeschia aethiopica (L.) Spreng., Tradescantia fluminensis Vell., Oenothera glazioviana Micheli, Iris pseudacorus L., Cortaderia selloana (Schult. & Schult.f.) Asch. & Graebn., Vinca major L., Allium triquetrum L., Trichilogaster acaciaelongifoliae (Froggatt, 1892), Oxalis pes-caprae L.)",
 "HasCoordinate is true",
 "Geometry POLYGON ((-8.739756 41.31534, -8.734044 41.3156, -8.731715 41.31591, -8.731583 41.31714, -8.731583 41.31749, -8.730617 41.31947, -8.730617 41.32272, -8.726223 41.32026, -8.72429 41.32035, -8.725388 41.32839, -8.72798 41.32835, -8.728639 41.32993, -8.730968 41.33041, -8.739888 41.32914, -8.739756 41.31534))"
 ]
}

 The dataset includes 72 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003037-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.57745/40mxpz
title: wheat_chevignon_plt.xml

description: :unav
DOI: 10.57745/4azme3
title: table_rmse.tab

description: :unav
DOI: 10.57745/60brmt
title: wheat_extase_plt.xml

description: :unav
DOI: 10.57745/6h3w0r
title: readme.pdf

description: :unav
DOI: 10.57745/7us4zy
title: all_parameters.tab

description: :unav