cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.8j764w
title: Occurrence Download

description: A dataset containing 7 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((13.51737 -4.1055,16.92494 -4.1055,16.92494 1.80642,13.51737 1.80642,13.51737 -4.1055))",
 "HasCoordinate is true",
 "TaxonKey is Gorilla gorilla gorilla",
 "Year 2012-2017"
 ]
}

 The dataset includes 7 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002272-260120142942310/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.pkszfp
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{"type":"and","predicates":[{"type":"within","geometry":"POLYGON ((101.36 1.358183, 101.289718 1.352615, 101.221166 1.336048, 101.156036 1.308891, 101.095929 1.271813, 101.042327 1.225726, 100.99655 1.171766, 100.959724 1.111263, 100.932755 1.045706, 100.916308 0.976709, 100.910787 0.905972, 100.916326 0.835236, 100.932788 0.766243, 100.959769 0.700692, 100.996603 0.640196, 101.042383 0.586245, 101.095982 0.540167, 101.156081 0.503096, 101.221199 0.475945, 101.289735 0.459382, 101.36 0.453816, 101.430265 0.459382, 101.498801 0.475945, 101.563919 0.503096, 101.624018 0.540167, 101.677617 0.586245, 101.723397 0.640196, 101.760231 0.700692, 101.787212 0.766243, 101.803674 0.835236, 101.809213 0.905972, 101.803692 0.976709, 101.787245 1.045706, 101.760276 1.111263, 101.72345 1.171766, 101.677673 1.225726, 101.624071 1.271813, 101.563964 1.308891, 101.498834 1.336048, 101.430282 1.352615, 101.36 1.358183))"},{"type":"equals","key":"CLASS_KEY","value":"212","matchCase":false},{"type":"greaterThanOrEquals","key":"YEAR","value":"2015","matchCase":false},{"type":"not","predicate":{"type":"in","key":"BASIS_OF_RECORD","values":["MATERIAL_CITATION","MATERIAL_SAMPLE","PRESERVED_SPECIMEN"],"matchCase":false}},{"type":"lessThanOrEquals","key":"COORDINATE_UNCERTAINTY_IN_METERS","value":"10000","matchCase":false},{"type":"equals","key":"LICENSE","value":"CC BY 4.0","matchCase":false}]}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002273-260120142942310/datasets/export for details.
DOI: 10.15468/dl.kjtwgk
title: Occurrence Download

description: A dataset containing 72834 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Boletus edulis"
 ]
}

 The dataset includes 72834 records from 475 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002249-260120142942310/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.34740/kaggle/dsv/14568694
title: Global Humanitarian Crises 2026: GHO + INFORM
DOI: 10.15468/dl.eunjkf
title: Occurrence Download

description: A dataset containing 10 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((13.51737 -4.1055,16.92494 -4.1055,16.92494 1.80642,13.51737 1.80642,13.51737 -4.1055))",
 "HasCoordinate is true",
 "TaxonKey is Gorilla gorilla gorilla",
 "Year 2018-2022"
 ]
}

 The dataset includes 10 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002274-260120142942310/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.vkwumb
title: Occurrence Download

description: A dataset containing 330698 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Quercus petraea)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "Continent is Europe"
 ]
}

 The dataset includes 330698 records from 1539 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002246-260120142942310/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.34740/kaggle/dsv/11882727
title: Peer-to-Peer Boliviano (BOB) Exchange Data
DOI: 10.15468/dl.5sc2re
title: Occurrence Download

description: A dataset containing 618 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Indonesia",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "StateProvince is one of (NT Komodo, Nusa tenggara timur)",
 "TaxonKey is Varanus komodoensis Ouwens, 1912"
 ]
}

 The dataset includes 618 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009437-250515123054153/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17632/rgbn2vvtvm.1
title: metal concentration

description: metal concentration for "Pollution and health risk assessment of heavy metals in agricultural soil coupling probabilistic-fuzzy model: A case study in a rural-urban interface of rapidly developing area."
DOI: 10.7489/12545-1
title: 2025 Marine Strategy Assessment - Descriptor 9 - contaminants in seafood

description: The data used in 'Contaminants in Seafood', a Descriptor 9 Indicator in the UK's 2025 Marine Strategy Assessment. 
description: Samples of shellfish were collected through surveys of classified harvesting areas. The samples were analysed for the regulated contaminants according to the methods and criteria set out in Commission Regulation 333/2007 as amended (metals and polycyclic aromatic hydrocarbons) and 252/2012 (dioxins and polychlorinated biphenyls).

Results from the period 2016-2020 form the basis for 'Contaminants in Seafood', a Descriptor 9 Indicator in the UK's 2025 Marine Strategy Assessment.
DOI: 10.25378/janelia.19196540
title: Isotropic 3D electron microscopy data of isolated murine pancreatic islets treated with low glucose (jrc_mus-pancreas-2)

description: Pancreatic islets (or Islets of Langerhans) are micro-organs consisting mainly of beta, alpha, delta, polypeptide cells and endothelial cells. Beta cells are the majority of the islet cells. They secrete insulin, which is stored in secretory granules (SGs), in order to maintain blood glucose homeostasis. Beta cells within the islet are heterogeneous in their response to glucose. Furthermore, not all insulin SGs within beta cells have the same likelihood of being released. Large-scale high-resolution FIB-SEM enables biologists to investigate the ultrastructural differences between beta cells within an islet as well as features that require higher resolution such as ribosomes and the cytoskeleton.<br>Sample: Wild-type mouse pancreatic islets treated with low glucose.Protocol: High-pressure freezing and freeze-substitution with 2% OsO₄, 1% UA, 0.5% GA, 5% H₂O in acetone with 1% methanol, followed by 0.2% TCH in 80% methanol at RT, 2% OsO₄ in acetone at RT, 1% UA in acetone + 10% methanol.Contributions: Sample provided by Andreas Mueller and Michele Solimena (Paul Langerhans Institute, Dresden), prepared for imaging by Song Pang (HHMI/Janelia), with imaging and post-processing by C. Shan Xu (HHMI/Janelia).Dataset ID: jrc_mus-pancreas-2Final voxel size (nm): 4.00 x 4.00 x 4.00 (X, Y, Z)Dimensions (µm): 20 x 20 x 30 (X, Y, Z)Acquisition date: 2019-02-16Dataset URL: https://open.quiltdata.com/b/janelia-cosem-datasets/tree/jrc_mus-pancreas-2/jrc_mus-pancreas-2.zarr/recon-1/em/Visualization Website: https://openorganelle.janelia.org/datasets/jrc_mus-pancreas-2Publication: Mueller et al., 3D FIB-SEM reconstruction of microtubule–organelle interaction in whole primary mouse β cells, JCB (2020), 10.1083/jcb.202010039.<br>
DOI: 10.25378/janelia.19196540.v1
title: Isotropic 3D electron microscopy data of isolated murine pancreatic islets treated with low glucose (jrc_mus-pancreas-2)

description: Pancreatic islets (or Islets of Langerhans) are micro-organs consisting mainly of beta, alpha, delta, polypeptide cells and endothelial cells. Beta cells are the majority of the islet cells. They secrete insulin, which is stored in secretory granules (SGs), in order to maintain blood glucose homeostasis. Beta cells within the islet are heterogeneous in their response to glucose. Furthermore, not all insulin SGs within beta cells have the same likelihood of being released. Large-scale high-resolution FIB-SEM enables biologists to investigate the ultrastructural differences between beta cells within an islet as well as features that require higher resolution such as ribosomes and the cytoskeleton.<br>Sample: Wild-type mouse pancreatic islets treated with low glucose.Protocol: High-pressure freezing and freeze-substitution with 2% OsO₄, 1% UA, 0.5% GA, 5% H₂O in acetone with 1% methanol, followed by 0.2% TCH in 80% methanol at RT, 2% OsO₄ in acetone at RT, 1% UA in acetone + 10% methanol.Contributions: Sample provided by Andreas Mueller and Michele Solimena (Paul Langerhans Institute, Dresden), prepared for imaging by Song Pang (HHMI/Janelia), with imaging and post-processing by C. Shan Xu (HHMI/Janelia).Dataset ID: jrc_mus-pancreas-2Final voxel size (nm): 4.00 x 4.00 x 4.00 (X, Y, Z)Dimensions (µm): 20 x 20 x 30 (X, Y, Z)Acquisition date: 2019-02-16Dataset URL: https://open.quiltdata.com/b/janelia-cosem-datasets/tree/jrc_mus-pancreas-2/jrc_mus-pancreas-2.zarr/recon-1/em/Visualization Website: https://openorganelle.janelia.org/datasets/jrc_mus-pancreas-2Publication: Mueller et al., 3D FIB-SEM reconstruction of microtubule–organelle interaction in whole primary mouse β cells, JCB (2020), 10.1083/jcb.202010039.<br>
DOI: 10.15468/dl.554u57
title: Occurrence Download

description: A dataset containing 3175 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 "GadmGid is USA",
 "TaxonKey is Elaeagnus pungens Thunb."
 ]
}

 The dataset includes 3175 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0015602-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.14947980
title: Replication package for: The Origins and Control of Forest Fires in the Tropics

description: This package contains replication files for "The Origins and Control of Forest Fires in the Tropics" by Clare Balboni, Robin Burgess and Benjamin Olken, to be published in the Review of Economic Studies. The package includes raw and analysis datasets and the code required to reproduce the paper's results.
DOI: 10.5281/zenodo.14947979
title: Replication package for: The Origins and Control of Forest Fires in the Tropics

description: This package contains replication files for "The Origins and Control of Forest Fires in the Tropics" by Clare Balboni, Robin Burgess and Benjamin Olken, to be published in the Review of Economic Studies. The package includes raw and analysis datasets and the code required to reproduce the paper's results.
DOI: 10.5281/zenodo.15575581
title: Replication package for: The Origins and Control of Forest Fires in the Tropics

description: This package contains replication files for "The Origins and Control of Forest Fires in the Tropics" by Clare Balboni, Robin Burgess and Benjamin Olken, to be published in the Review of Economic Studies. The package includes raw and analysis datasets and the code required to reproduce the paper's results.
DOI: 10.15468/dl.ydahwt
title: Occurrence Download

description: A dataset containing 135 records in GBIF matching the query:
SELECT
 kingdom,
 kingdomkey,
 phylum,
 phylumkey,
 class,
 classkey,
 "order",
 orderkey,
 family,
 familykey,
 genus,
 genuskey,
 species,
 specieskey,
 "year",
 IF(ISNULL(kingdomkey), NULL, SUM(COUNT(*)) OVER (
 PARTITION BY kingdomkey, "year")) kingdomcount,
 IF(ISNULL(phylumkey), NULL, SUM(COUNT(*)) OVER (
 PARTITION BY phylumkey, "year")) phylumcount,
 IF(ISNULL(classkey), NULL, SUM(COUNT(*)) OVER (
 PARTITION BY classkey, "year")) classcount,
 IF(ISNULL(orderkey), NULL, SUM(COUNT(*)) OVER (
 PARTITION BY orderkey, "year")) ordercount,
 IF(ISNULL(familykey), NULL, SUM(COUNT(*)) OVER (
 PARTITION BY familykey, "year")) familycount,
 IF(ISNULL(genuskey), NULL, SUM(COUNT(*)) OVER (
 PARTITION BY genuskey, "year")) genuscount,
 COUNT(*) occurrences,
 MIN(GBIF_TEMPORALUNCERTAINTY(eventdate, eventtime)) mintemporaluncertainty,
 MIN(COALESCE(coordinateuncertaintyinmeters, 1000)) mincoordinateuncertaintyinmeters
FROM
 occurrence
WHERE
 (occurrence.taxonkey = 5210979 OR occurrence.acceptedtaxonkey = 5210979 OR occurrence.kingdomkey = 5210979 OR occurrence.phylumkey = 5210979 OR occurrence.classkey = 5210979 OR occurrence.orderkey = 5210979 OR occurrence.familykey = 5210979 OR occurrence.genuskey = 5210979 OR occurrence.specieskey = 5210979)
 AND occurrence.hasgeospatialissues = FALSE
 AND NOT GBIF_STRINGARRAYCONTAINS(occurrence.issue, 'TAXON_MATCH_FUZZY', TRUE)
 AND (occurrence.distancefromcentroidinmeters &gt;= 2000.0 OR occurrence.distancefromcentroidinmeters IS NULL)
 AND NOT occurrence.basisofrecord IN ('FOSSIL_SPECIMEN', 'LIVING_SPECIMEN')
 AND occurrence.occurrencestatus = 'PRESENT'
 AND (occurrence.specieskey IS NOT NULL AND occurrence."year" IS NOT NULL)
GROUP BY
 occurrence.kingdom,
 occurrence.kingdomkey,
 occurrence.phylum,
 occurrence.phylumkey,
 occurrence.class,
 occurrence.classkey,
 occurrence."order",
 occurrence.orderkey,
 occurrence.family,
 occurrence.familykey,
 occurrence.genus,
 occurrence.genuskey,
 occurrence.species,
 occurrence.specieskey,
 occurrence."year"

 The dataset's 135 records were derived from 98 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0015593-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.3886/e231493
title: USGS National Wildlife Health Center necropsy results to determine cause of illness/death for seabirds collected in Alaska from January 1, 2017 through December 31, 2021

description: Summary of Bering and Chukchi Seas seabird necropsies, 2017-2021. More than 14,000 dead seabirds were reported and a total of 117 carcasses were examined. 92 cases had emaciation identified as the Cause Of Death (COD), seven cases where COD was undetermined, and 17 cases where COD was determined as "Other", which included predation, trauma, encephalitis, peritonitis, and bacterial infection. Low Pathogenic Avian Influenza (n=4) and saxitoxin (n=15) were also detected; however, the virus and biotoxin were not determined to be the COD except for one case in 2020 where saxitoxin toxicosis was suspected.
description: Cause of death for dead seabirds.
DOI: 10.3886/e231493v1
title: USGS National Wildlife Health Center necropsy results to determine cause of illness/death for seabirds collected in Alaska from January 1, 2017 through December 31, 2021

description: Summary of Bering and Chukchi Seas seabird necropsies, 2017-2021. More than 14,000 dead seabirds were reported and a total of 117 carcasses were examined. 92 cases had emaciation identified as the Cause Of Death (COD), seven cases where COD was undetermined, and 17 cases where COD was determined as "Other", which included predation, trauma, encephalitis, peritonitis, and bacterial infection. Low Pathogenic Avian Influenza (n=4) and saxitoxin (n=15) were also detected; however, the virus and biotoxin were not determined to be the COD except for one case in 2020 where saxitoxin toxicosis was suspected.
description: Cause of death for dead seabirds.
DOI: 10.15468/dl.b79py8
title: Occurrence Download

description: A dataset containing 145 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is Bats of southern Vietnam",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 145 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012954-250415084134356/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.3dmc9v
title: Occurrence Download

description: A dataset containing 32677 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is China",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Aves",
 "Year 2012-2012"
 ]
}

 The dataset includes 32677 records from 13 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012953-250415084134356/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.j36h4d
title: Occurrence Download

description: A dataset containing 810 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Bewsia Gooss."
 ]
}

 The dataset includes 810 records from 58 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012955-250415084134356/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.s5dvu6
title: Occurrence Download

description: A dataset containing 2518055470 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Animalia"
 ]
}

 The dataset includes 2518055470 records from 53573 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011740-250415084134356/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.3sb67f
title: Occurrence Download

description: A dataset containing 26734 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Database of Vascular Plants of Himalaya"
 ]
}

 The dataset includes 26734 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001040-250424135625364/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.8um83j
title: Occurrence Download

description: A dataset containing 31118 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 }
 ]
 },
 "TaxonKey is Aster amellus L."
 ]
}

 The dataset includes 31118 records from 341 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003841-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.dn5c8v
title: Occurrence Download

description: A dataset containing 29 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is China",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Heptacodium miconioides Rehder"
 ]
}

 The dataset includes 29 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006602-250525065834625/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.28519946.v2
title: GDP of Mexico by Industry (1993-2025)

description: This dataset contains <b>quarterly GDP data for Mexico (1993–2025)</b>, categorized by industry according to the <b>North American Industry Classification System (NAICS)</b>.The data is available in the following formats:<b>Mexican Pesos (MXN):</b> Current prices and constant 2018 prices<b>US Dollars (USD):</b> Current prices and constant 2018 prices<b>Sources</b>GDP figures: INEGI (Instituto Nacional de Estadística y Geografía)Exchange rate: FIX rate from Banxico (Bank of Mexico)The USD figures align closely with <b>World Bank estimates (99.6%–99.9% accuracy)</b>, with minor discrepancies due to revised data in recent years.<b>Additional Files</b><b>Python Script:</b> Generates industry-specific GDP charts, including:Growth trend for the latest 15 yearsShare of GDP for the entire time period<b>Chart Examples:</b> Two sample charts for the <i>oil and gas extraction</i> industry (one for each chart type described above).<b>requirements.txt:</b> Lists dependencies needed to run the Python script.<b>Coverage</b>Over <b>150 industries</b> includedSuitable for <b>economic analysis, forecasting, and industry-specific studies</b>
DOI: 10.15468/dl.adfkyq
title: Occurrence Download

description: A dataset containing 17260 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Calliphlox bryantae",
 "HasCoordinate is true"
 ]
}

 The dataset includes 17260 records from 17 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003085-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.6xyk2c
title: Occurrence Download

description: A dataset containing 99374 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Crocodylus porosus"
 ]
}

 The dataset includes 99374 records from 96 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003058-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.21979/n9/vf6r3z
title: Find Log Bigram Rank Movements

description: Python script to compute the log bigram rank movements of bigrams that appear more than once in each of the 224 abstracts of the ACM-TWEB corpus.
DOI: 10.15468/dl.xsnsfv
title: Occurrence Download

description: A dataset containing 19 species occurrences available in GBIF matching the query:
{
 "and" : [
 "GadmGid is MEX.16_1",
 "OccurrenceStatus is Present",
 "TaxonKey is Bunchosia palmeri S.Watson"
 ]
}

 The dataset includes 19 records from 11 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007063-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.