cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.6084/m9.figshare.26970220.v1
title: Global Urban Tree Species (GUTS): Revealing tree species diversity across the world’s urban areas

description: Diverse tree communities can bolster urban ecosystem resilience and provide vital ecosystem services. However, existing urban tree species datasets have limited geographic coverage and contain inadequate attributes. To address those gaps, we developed the Global Urban Tree Species (GUTS) dataset by integrating data from literature, biodiversity databases, and other open sources. The new dataset encompasses 159,845 occurrence records of 10,094 tree species in 8,349 cities and 142 countries. Among them, 109,879 records were confirmed from urban areas, representing 11.18% of global tree species diversity. The dataset has been validated using multiple methods. GUTS fills critical data gaps and provides a foundation for future research and management of global urban biodiversity.
DOI: 10.15468/dl.7td45f
title: Occurrence Download

description: A dataset containing 218 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Koruthaialos sindu"
 ]
}

 The dataset includes 218 records from 13 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0017968-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17254578
title: Codes for the manuscript "Hydrologically-linked permafrost-thaw collapse accelerates lateral sediment and carbon loss"

description: Codes and test data for the permafrost collapse risk and extent predictions in the research “Hydrologically-linked permafrost-thaw collapse accelerates lateral sediment and carbon loss”
DOI: 10.5281/zenodo.18513919
title: Codes for the manuscript "Hydrologically-linked permafrost-thaw collapse accelerates lateral sediment and carbon loss"

description: Codes and test data for the permafrost collapse risk and extent predictions in the research “Hydrologically-linked permafrost-thaw collapse accelerates lateral sediment and carbon loss”
DOI: 10.15468/dl.xpy9v8
title: Occurrence Download

description: A dataset containing 414492 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Acartia",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 414492 records from 342 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0017940-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.eug34c
title: Occurrence Download

description: A dataset containing 51 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Aeromachus dubius"
 ]
}

 The dataset includes 51 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0017970-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.7273/000007891
title: Frequencies of Grandparent Caregivers in the 2023 American Community Survey

description: These data from the 2023 American Community Survey show the frequency of grandparents who are 55 years and older, living with their own grandchildren, and are caring for one or more grandchildren. The data focuses on American Indian, Alaska Native, Native Hawaiian, Pacific Islander, and White grandparents.
DOI: 10.15468/dl.besxdq
title: Occurrence Download

description: A dataset containing 37 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Ypthima newara"
 ]
}

 The dataset includes 37 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0017972-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.53cxmt
title: Occurrence Download

description: A dataset containing 46 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Aakia tuerckheimii",
 "HasCoordinate is true",
 "BasisOfRecord is one of (Specimen)"
 ]
}

 The dataset includes 46 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0017971-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.g24adz
title: Occurrence Download

description: A dataset containing 183 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Nacaduba hermus"
 ]
}

 The dataset includes 183 records from 15 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0017974-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.jse2y7
title: Occurrence Download

description: A dataset containing 1322 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Achnatherum pekinense",
 "HasCoordinate is true",
 "BasisOfRecord is one of (Specimen)"
 ]
}

 The dataset includes 1322 records from 60 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0017975-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.21227/vzgp-f412
title: "Personalized and Adaptive Machine Learning Framework for Predicting Real-Time Online Learning Comprehension Among Upper Secondary School Students in Gampaha district, Sri Lanka"

description: "This dataset presents teacher perception data collected to support research on predicting secondary school students\u2019 real-time online learning comprehension in Sri Lanka. The study focuses exclusively on educators\u2019 observations and professional judgments regarding factors that influence student understanding during online learning sessions, including response accuracy, response time, facial expressions, engagement behaviors, and the feasibility of AI-driven predictive systems.Data were obtained from 309 secondary school teachers using a structured questionnaire. A multilayer sampling technique was employed to ensure representative coverage across the Gampaha District, where samples were proportionally selected based on educational zones and the number of schools within each zone. This zonal and school-count\u2013based stratification improved demographic and institutional diversity while minimizing sampling bias.The survey captures teachers\u2019 insights on comprehension indicators, classroom challenges, behavioral cues, demographic influences, and expectations for real-time learning analytics systems. The dataset provides valuable qualitative and quantitative evidence for educational data mining, learning analytics, and adaptive learning research.All data were collected with formal authorization and completed in compliance with ethical standards under the permission of the Sri Lankan Ministry of Education. Personal identifiers were removed to preserve participant anonymity. This dataset supports the development and validation of predictive and intelligent educational support systems for online learning environments. "
DOI: 10.15468/dl.eahtp5
title: Occurrence Download

description: A dataset containing 993 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Achnatherum sibiricum",
 "HasCoordinate is true",
 "BasisOfRecord is one of (Specimen)"
 ]
}

 The dataset includes 993 records from 27 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0017978-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.4p5cgm
title: Occurrence Download

description: A dataset containing 2893 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Catochrysops panormus"
 ]
}

 The dataset includes 2893 records from 67 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0017977-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.k928ea
title: Occurrence Download

description: A dataset containing 88800 records in GBIF matching the query:

 SELECT gbifid, datasetkey, specieskey, kingdom, phylum, class, "order", family, genus, species, scientificname, decimallatitude, decimallongitude, eventdate, institutioncode, "year" AS obs_year, basisofrecord, coordinateuncertaintyinmeters, issue
 FROM occurrence
 WHERE
 decimallatitude IS NOT NULL
 AND decimallongitude IS NOT NULL
 AND NOT ARRAY_CONTAINS(issue, 'ZERO_COORDINATE')
 AND NOT ARRAY_CONTAINS(issue, 'COORDINATE_OUT_OF_RANGE')
 AND NOT ARRAY_CONTAINS(issue, 'COORDINATE_INVALID')
 AND NOT ARRAY_CONTAINS(issue, 'COUNTRY_COORDINATE_MISMATCH')
 AND "year" &gt;= 2015
 AND "year" &lt;= 2026
 AND coordinateuncertaintyinmeters IS NOT NULL
 AND coordinateuncertaintyinmeters &gt; 0
 AND coordinateuncertaintyinmeters &lt;= 200.0
 AND decimallatitude &gt;= -16.25916876999866
 AND decimallatitude &lt;= -12.166598047573723
 AND decimallongitude &gt;= 141.66135306682685
 AND decimallongitude &lt;= 148.37090149611277
 AND GBIF_Within('POLYGON ((148.370901 -16.259169, 148.370901 -12.166598, 141.661353 -12.166598, 141.661353 -16.259169, 148.370901 -16.259169))', decimallatitude, decimallongitude) = TRUE
 

 The dataset's 88800 records were derived from 41 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0017964-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.2d7wcu
title: Occurrence Download

description: A dataset containing 599 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Distribución histórica, prospección actual y áreas potenciales para reintroducir lobo mexicano (Canis lupus baileyi) en Durango, sur de la Sierra Madre Occidental, México"
 ]
}

 The dataset includes 599 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0017979-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.18513991
title: COVID-19-Hospitalisierungen in Deutschland

description: Im Datensatz "COVID-19-Hospitalisierungen in Deutschland" des Robert Koch-Institutswerden täglich aktualisierte Informationen zu Hospitalisierungen im Zusammenhang mit COVID-19 basierend auf den Meldungen nach dem Infektionsschutzgesetz (IfSG) bereitgestellt. Neben tagesaktuellen Fallzahlen und Inzidenzen auf Bundes- und Länderebene enthält der Datensatz auch modellgestützte Schätzungen verzögert gemeldeter Hospitalisierungen mittels Nowcasting. Ziel ist es, die tatsächliche Belastung des Gesundheitssystems durch COVID-19 besser abzubilden, insbesondere durch die Berechnung adjustierter 7-Tage-Hospitalisierungsinzidenzen.
DOI: 10.15468/dl.af2hd9
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Acidosasa purpurea",
 "HasCoordinate is true",
 "BasisOfRecord is one of (Specimen)"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0017980-260129131611470/datasets/export for details.
DOI: 10.15468/dl.shmrkx
title: Occurrence Download

description: A dataset containing 110 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Heliophorus tamu"
 ]
}

 The dataset includes 110 records from 15 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0017981-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.4xhjwn
title: Occurrence Download

description: A dataset containing 64490 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Quercus cerris"
 ]
}

 The dataset includes 64490 records from 474 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0017955-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.21947/1843045
title: Site A1 - PNNL Surface Met Station / Raw Data

description: Low-speed weather information and high-speed sonic anemometer data at AWAKEN Site A1.
DOI: 10.15468/dl.cvwr5v
title: Occurrence Download

description: A dataset containing 1979 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Strix hylophila Temminck, 1825)",
 "BasisOfRecord is one of (Specimen, Human Observation, Observation, Machine Observation)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 1979 records from 16 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0301771-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.p5k6gz
title: Occurrence Download

description: A dataset containing 3534 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Hydatina physis (Linnaeus, 1758)"
 ]
}

 The dataset includes 3534 records from 91 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0089148-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.f64s2c
title: Occurrence Download

description: A dataset containing 5709 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Tyrannus albogularis Burmeister, 1856"
 ]
}

 The dataset includes 5709 records from 40 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0380316-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/inscriptifact-ouc112043960
title: Cuneiform Tablet 1913.14.0146, Spurlock 1913.14.0146

description: [Text Description:] Administrative tablet ❧ [Text or Publication Number Note:] Spurlock 1913.14.0146; CDLI P420527 ❧ [Medium:] Clay ❧ [Script Note:] Non-Alphabetic Cuneiform ❧ [Physical Object Description:] Pale Orange Yellow (10YR 8/3) ❧ [Physical Object Note:] 8.2x4.9 x 2.5 cm (110g)
DOI: 10.15468/dl.3fvgdy
title: Occurrence Download

description: A dataset containing 3584 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Loxops coccineus (J.F.Gmelin, 1789), Loxops coccinea (Meyer-Dür, 1843))",
 "BasisOfRecord is one of (Specimen, Human Observation, Observation, Machine Observation)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 3584 records from 17 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0301826-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.45x9sd
title: Occurrence Download

description: A dataset containing 228 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-76.30252 -13.87759,-76.23629 -13.89553,-76.14788 -13.82931,-76.11085 -13.78745,-76.07382 -13.76492,-76.05504 -13.72637,-76.04443 -13.67729,-76.03249 -13.65872,-76.03912 -13.6375,-76.0384 -13.56206,-76.05611 -13.52986,-76.04645 -13.50249,-76.0706 -13.47351,-76.09797 -13.43326,-76.15679 -13.38281,-76.17696 -13.32843,-76.23154 -13.35412,-76.22024 -13.37846,-76.21146 -13.43605,-76.21438 -13.49219,-76.21698 -13.5423,-76.20732 -13.58507,-76.2401 -13.69304,-76.25423 -13.73961,-76.25975 -13.79756,-76.30252 -13.87759))",
 "OccurrenceStatus is Present",
 "TaxonKey is Plantae"
 ]
}

 The dataset includes 228 records from 18 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0022185-230530130749713/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.bc58dt
title: Occurrence Download

description: A dataset containing 181 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON ((-78.8782891000000035 42.9590918000000030, -78.8782891000000035 42.9603688400000010, -78.8782891000000035 42.9617168199999995, -78.8782891000000035 42.9627810200000013, -78.8782891000000035 42.9639871099999979, -78.8782891000000035 42.9658317199999971, -78.8782891000000035 42.9676763300000033, -78.8782891000000035 42.9689533600000004, -78.8782891000000035 42.9699466100000009, -78.8782891000000035 42.9711527099999984, -78.8782891000000035 42.9724297400000026, -78.8782891000000035 42.9732811000000012, -78.8773683400000039 42.9732811000000012, -78.8756684600000000 42.9732811000000012, -78.8743227300000029 42.9732811000000012, -78.8724103800000051 42.9732811000000012, -78.8712062999999972 42.9732811000000012, -78.8712062999999972 42.9722878500000007, -78.8712062999999972 42.9709398700000023, -78.8712062999999972 42.9700885099999965, -78.8712062999999972 42.9682438999999974, -78.8712062999999972 42.9670378100000008, -78.8712062999999972 42.9656898200000015, -78.8712062999999972 42.9644837299999978, -78.8712062999999972 42.9625681799999981, -78.8712062999999972 42.9605816799999971, -78.8712062999999972 42.9590918000000030, -78.8729061699999932 42.9590918000000030, -78.8743935600000015 42.9590918000000030, -78.8755268099999967 42.9590918000000030, -78.8771558499999941 42.9590918000000030, -78.8782891000000035 42.9590918000000030))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1932",
 "BasisOfRecord is one of (Human Observation, Living Specimen, Observation, Specimen, Machine Observation)"
 ]
}

 The dataset includes 181 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0089110-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.bdweh4
title: Occurrence Download

description: A dataset containing 793 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Heracleum sphondylium subsp. sibiricum (L.) Simonk."
 ]
}

 The dataset includes 793 records from 28 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0289796-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.3wkdhd
title: Occurrence Download

description: A dataset containing 147480 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Cyprinus Linnaeus, 1758",
 "Year 1997-2023"
 ]
}

 The dataset includes 147480 records from 502 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0268900-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/inscriptifact-ouc112043919
title: Cuneiform Tablet 1913.14.0146, Spurlock 1913.14.0146

description: [Text Description:] Administrative tablet ❧ [Text or Publication Number Note:] Spurlock 1913.14.0146; CDLI P420527 ❧ [Medium:] Clay ❧ [Script Note:] Non-Alphabetic Cuneiform ❧ [Physical Object Description:] Pale Orange Yellow (10YR 8/3) ❧ [Physical Object Note:] 8.2x4.9 x 2.5 cm (110g)
DOI: 10.15468/dl.hjbtd3
title: Occurrence Download

description: A dataset containing 1996 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Observation, Machine Observation, Human Observation, Living Specimen, Occurrence evidence)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Istiophorus platypterus (Shaw, 1792)"
 ]
}

 The dataset includes 1996 records from 37 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0022194-230530130749713/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.4vycky
title: Occurrence Download

description: A dataset containing 1264 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Weigela florida (Bunge) A.DC.",
 "Year is greater than or equal to 1981",
 "HasCoordinate is true"
 ]
}

 The dataset includes 1264 records from 95 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0301752-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.8sdpw9
title: Occurrence Download

description: A dataset containing 13 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Paroedura stellata Hawlitschek & Glaw, 2012"
 ]
}

 The dataset includes 13 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0277797-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/inscriptifact-ouc112043791
title: Cuneiform Tablet 1913.14.0146, Spurlock 1913.14.0146

description: [Text Description:] Administrative tablet ❧ [Text or Publication Number Note:] Spurlock 1913.14.0146; CDLI P420527 ❧ [Medium:] Clay ❧ [Script Note:] Non-Alphabetic Cuneiform ❧ [Physical Object Description:] Pale Orange Yellow (10YR 8/3) ❧ [Physical Object Note:] 8.2x4.9 x 2.5 cm (110g)
DOI: 10.15468/dl.jwqg4p
title: Occurrence Download

description: A dataset containing 94321 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Tilia platyphyllos Scop.",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 94321 records from 902 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0301751-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.5l1mki
title: Occurrence Download

description: A dataset containing 32 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is (Table 1) Proportion of Toxoplasma gondii seropositive arctic foxes (Alopex lagopus) by age group and geographic area"
 ]
}

 The dataset includes 32 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0017497-190813142620410/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.qlagal
title: Occurrence Download

description: A dataset containing 8 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is (Table 1) Proportion of Toxoplasma gondii seropositive arctic foxes (Alopex lagopus) by age group and geographic area"
 ]
}

 The dataset includes 8 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014254-180131172636756/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.