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

description: A dataset containing 7633 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Colombia",
 "GadmGid is COL.8.9_2",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Issue is Coordinate rounded",
 "OccurrenceStatus is Present",
 "TaxonKey is Plantae"
 ]
}

 The dataset includes 7633 records from 22 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0197314-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.7xchyj
title: Occurrence Download

description: A dataset containing 40439 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Cynanthus canivetii (R.Lesson, 1832)"
 ]
}

 The dataset includes 40439 records from 86 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0262370-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.te79bu
title: Occurrence Download

description: A dataset containing 60358 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Human Observation, Observation, Occurrence evidence, Living Specimen)",
 "Country is Burkina Faso",
 "DatasetKey is FLOTROP, a massive contribution to plant diversity data for open ecosystems in Tropical Africa.",
 "Geometry POLYGON((-19.57861 4.21757,33.45440 4.21757,33.45440 25.42170,-19.57861 25.42170,-19.57861 4.21757))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present"
 ]
}

 The dataset includes 60358 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0246822-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.gepes2
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Vernonieae paniculata DC."
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0029596-230810091245214/datasets/export for details.
DOI: 10.15468/dl.z6abtp
title: Occurrence Download

description: A dataset containing 778 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-99.24173 -42.43920,11.96698 -42.43920,11.96698 2.06334,-99.24173 2.06334,-99.24173 -42.43920))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Vachellia aroma (Gillies ex Hook. & Arn.) Seigler & Ebinger"
 ]
}

 The dataset includes 778 records from 40 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0174874-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.zm9vhy
title: Occurrence Download

description: A dataset containing 2139 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Cissus quadrangularis L.",
 "OccurrenceStatus is Present"
 ]
}

 The dataset includes 2139 records from 151 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0262388-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.7knncw
title: Occurrence Download

description: A dataset containing 489 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Observation, Human Observation, Specimen, Fossil)",
 "Country is one of (Peru, Chile, Argentina, Bolivia (Plurinational State of), Ecuador)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Vicugna vicugna (Molina, 1782)",
 "Year 1980-2018"
 ]
}

 The dataset includes 489 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0174873-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.s9qdnk
title: Occurrence Download

description: A dataset containing 50 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Laxmannia arida Keighery"
 ]
}

 The dataset includes 50 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005108-230530130749713/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.js2py3
title: Occurrence Download

description: A dataset containing 272 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Perisoreus infaustus (Linnaeus, 1758)",
 "DatasetKey is Observation.org, Nature data from around the World",
 "Country is one of (Germany, France, Spain, Portugal, Denmark, Austria, Italy, Switzerland, Greece, Poland, Hungary, Slovenia, Sweden, Norway, Slovakia, Montenegro, Croatia, North Macedonia, Serbia, Iceland, Ireland, United Kingdom of Great Britain and Northern Ireland, Albania, Bosnia and Herzegovina, Bulgaria, Belgium, Netherlands)"
 ]
}

 The dataset includes 272 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0178228-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.md87vx
title: Occurrence Download

description: A dataset containing 103 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Manis gigantea Illiger, 1815"
 ]
}

 The dataset includes 103 records from 23 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0240147-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.xp3g7e
title: Occurrence Download

description: A dataset containing 530 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "OccurrenceStatus is Present",
 "TaxonKey is Passer italiae (Vieillot, 1817)"
 ]
}

 The dataset includes 530 records from 40 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0178245-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.vhwk7j
title: Occurrence Download

description: A dataset containing 191 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Manis javanica Desmarest, 1822"
 ]
}

 The dataset includes 191 records from 22 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0240138-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.gdvauh
title: Occurrence Download

description: A dataset containing 50742 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Acorus calamus L."
 ]
}

 The dataset includes 50742 records from 549 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0287363-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.wdcw9d
title: Occurrence Download

description: A dataset containing 314 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Issue is one of (Geodetic datum assumed WGS84, Coordinate rounded)",
 "TaxonKey is Anguilla marmorata Quoy & Gaimard, 1824",
 "Year 2000-2022"
 ]
}

 The dataset includes 314 records from 13 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0178307-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.fem9fy
title: Occurrence Download

description: A dataset containing 5 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Verbesina tequendamensis Cuatrec."
 ]
}

 The dataset includes 5 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006653-240425142415019/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.2a4say
title: Occurrence Download

description: A dataset containing 38 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Indigofera sparsa Baker"
 ]
}

 The dataset includes 38 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0253409-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ze5es3
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Delosperma intonsum L.Bolus"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0018160-240314170635999/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.6pbswx
title: Occurrence Download

description: A dataset containing 85 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Cardamine torrentis Nakai",
 "HasCoordinate is true",
 "Country is Japan",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 85 records from 12 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0197281-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.11058502
title: PhaProtFunc-ESM training dataset
DOI: 10.5281/zenodo.11058503
title: PhaProtFunc-ESM training dataset
DOI: 10.15468/dl.k2vvnt
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Kleinia oligondonta C.Jeffrey"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001183-230530130749713/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.wrnh2g
title: Occurrence Download

description: A dataset containing 5421 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Laxmannia gracilis R.Br."
 ]
}

 The dataset includes 5421 records from 50 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005113-230530130749713/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.zmq533
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Enicospilus nigribasalis (Uchida, 1928)",
 "HasCoordinate is true",
 "Country is Japan",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0219410-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.4jdfsd
title: Occurrence Download

description: A dataset containing 58 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Laxmannia jamesii Keighery"
 ]
}

 The dataset includes 58 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005118-230530130749713/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.6nvthc
title: Occurrence Download

description: A dataset containing 95 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Plagodis pulveraria (Linnaeus, 1758)",
 "HasCoordinate is true",
 "Country is Japan",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 95 records from 13 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0197290-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.678y7c
title: Occurrence Download

description: A dataset containing 176 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Antigius butleri (Fenton, 1881)",
 "HasCoordinate is true",
 "Country is Japan",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 176 records from 11 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0197292-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.qy3pu5
title: Occurrence Download

description: A dataset containing 2252 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Cyperus fulvus R.Br."
 ]
}

 The dataset includes 2252 records from 35 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0018155-240314170635999/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.hgugev
title: Occurrence Download

description: A dataset containing 124 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is NIEK_NES",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Fallopia dentatoalata (F.Schmidt) Holub"
 ]
}

 The dataset includes 124 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006654-240425142415019/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.phbcm7
title: Occurrence Download

description: A dataset containing 6 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Manis culionensis (de Elera, 1915)"
 ]
}

 The dataset includes 6 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0240143-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.bh38pn
title: Occurrence Download

description: A dataset containing 773454 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Plantago major L.",
 "Year 1970-2024"
 ]
}

 The dataset includes 773454 records from 3373 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006646-240425142415019/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.dymzhs
title: Occurrence Download

description: A dataset listing the 4730 species recorded in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Observation, Human Observation)",
 "Geometry POLYGON((6.98771 46.49461,6.77009 46.29795,6.75509 46.11619,7.33289 45.99121,8.37594 46.45327,8.44348 46.66997,6.98771 46.49461))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Plantae"
 ]
}

 The dataset's 4730 records were derived from 53 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006552-250402121839773/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5255/ukda-sn-858211
title: UK Voices: New Methods for Understanding the Impact of Social Change on Individual Lives, Work Package 1 Pilot Mainstage, 2025

description: The UK Voices pilot study aimed to help develop a new approach to collecting and using in-depth interview data. Its purpose was to test whether and how open-ended qualitative interview data could be collected at scale, to build a detailed and representative picture of the lives of people in the UK and support future research on a wide range of topics.

Details of the wider study, together with archived data from the scoping phase, are provided in Byrne, G., Elliott, J., Friese, C. (2025). UK Voices: New Methods for Understanding the Impact of Social Change on Individual Lives, 2024 available at DOI: 10.5255/UKDA-SN-857940.

The data in this data deposit comprises mixed methods data from 38 individuals who participated in the pilot mainstage, which explored the effectiveness of a Panel-based recruitment approach, as well as of the open-ended interview approach to gather detailed qualitative data at scale. The sample was drawn from NatCen’s Opinion Panel, Britain’s longest-running random probability-based panel. Details of sample characteristics are provided in the summary report.

The archived data includes demographic and attitudinal data drawn from responses to surveys in which the sample had previously taken part as members of the NatCen Opinion Panel, together with transcripts of individual interviews. The qualitative interviews openly explored participants’ life story accounts, as well as questions about their daily lives, neighbourhood and belonging, health and wellbeing, finance, and thoughts about the future. Reflections on the interview experience, including facilitators and barriers to participating in research of this nature, were also explored. Full details are provided in the summary report and documentation.
DOI: 10.15468/dl.9kh2pn
title: Occurrence Download

description: A dataset containing 511 species occurrences available in GBIF matching the query:
{
 "and" : [
 "StateProvince is one of (Maine, Maine (ME), Maine (State))",
 "TaxonKey is Artemisia vulgaris"
 ]
}

 The dataset includes 511 records from 19 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0019048-250914085247600/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.nsd2ww
title: Occurrence Download

description: A dataset containing 353484 species occurrences available in GBIF matching the query:
{
 "and" : [
 "OccurrenceStatus is Present",
 "TaxonKey is Catocala"
 ]
}

 The dataset includes 353484 records from 821 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0019000-250914085247600/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.3jeg63
title: Occurrence Download

description: A dataset containing 562 species occurrences available in GBIF matching the query:
{
 "and" : [
 "StateProvince is one of (Maine, Maine (ME), Maine (State))",
 "TaxonKey is Berberis thunbergii"
 ]
}

 The dataset includes 562 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0019052-250914085247600/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17909/tybv-gm61
title: Test new URLs
DOI: 10.14284/760
title: LifeWatch observatory data: phytoplankton observations by FlowCam imaging in the Belgian Part of the North Sea

description: In the framework of the Lifewatch marine observatory a number of fixed stations in the Belgian Part of the North Sea (BPNS) are visited on a monthly or seasonal basis using RV Simon Stevin. A grid of nine stations covers the coastal zone and are sampled monthly. Eight additional stations, located further at sea, are sampled on a seasonal basis. Samples are taken using a 55µm mesh size Apstein net and fixed in Lugol's iodine solution. In the lab, the samples are processed using a VS-4 FlowCAM model at 4X magnification, size range imaged is 55-300µm. The identification of the image data is done with the use of a classifier and followed by a manual validation step. Since May 2017, this dataset provides micro- and phytoplankton observations, mainly covering diatoms, dinoflagellates and cilliates, for the Belgian Part of the North Sea (BPNS).
description: Taxonomic disclaimer: The blooms of Rhizosolenia and Bellerochea were flagged due to their extreme nature, which can lead to biased density estimates during these bloom periods. These taxa, when blooming outside their typical seasons, can skew results, although abundances remain unaffected. Additionally, the sampling methods, such as net sampling and prefilters, inherently under-sample taxa near the 300µm threshold, further contributing to the need for flagging these extreme events. It especially relates to samples 2021 07 120 (Rhizosolenia, Long (chained) diatom) and 2022 08 130 (Bellerochea en Rhizosolenia)
DOI: 10.5066/p13nwpjl
title: Basin Characteristics for Development of Regression Equations to Estimate Flow Durations, Low-Flow Frequencies, and Mean Flows in Connecticut through Water Year 2022

description: The U.S. Geological Survey (USGS), in cooperation with the Connecticut Department of Energy and Environmental Protection and the Connecticut Department of Transportation, compiled a series of raster datasets for use by the USGS StreamStats application for the State of Connecticut and adjacent states. The raster datasets were used to compute basin characteristics that were used in regression equations to compute selected streamflow statistics (such as low-flow frequencies, estimated flow durations, and mean flows) within the StreamStats application. Refer to the associated report (https://doi.org/10.3133/sir20255027) and data release (https://doi.org/10.5066/P147SYMU) for more information about the development of regression equations.
Basin characteristics are the physical and climatic characteristics of drainage basins that can explain the variability of water quality and quantity at stream-locations of interest. These data can assist federal, state, and municipal governments in managing their water resources.
The datasets in this release are provided as downloadable Tag Image Files (*.tif). These include the digital elevation model (DEM; DEM_lowflow.tif), the mean annual air temperature from 1981 to 2010 in degrees Fahrenheit (meananntemp.tif), mean monthly precipitation for November 1981-2010 in inches (novprecip.tif), mean monthly precipitation values for December, January, and February 1981-2010 in inches (meanprecip_DJF.tif), slope derived from the DEM in percent rise (Slope_lowflow.tif), the occurrence of hydrologic soil group A (SSURGO_A.tif), and the occurrence of coarse-grained, stratified deposits (stratgeology.tif).
DOI: 10.15468/dl.qfckgn
title: Occurrence Download

description: A dataset containing 743432 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Celastrales)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1981",
 "Geometry POLYGON((-30 25,50 25,50 75,-30 75,-30 25))"
 ]
}

 The dataset includes 743432 records from 2169 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0019022-250914085247600/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.