cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.5uduhj
title: Occurrence Download

description: A dataset listing the 2940 species recorded in GBIF matching the query:
{
 "and" : [
 "Continent is Antarctica",
 "Country is one of (Antarctica, South Georgia and the South Sandwich Islands)",
 "DatasetKey is one of (CCAMLR historic KRILL, The Retrospective Analysis of Antarctic Tracking (Standardised) Data from the Scientific Committee on Antarctic Research, EOD – eBird Observation Dataset, ARGOS Satellite Tracking of animals, Southern Ocean Continuous Zooplankton Recorder (SO-CPR) Survey, Marine metagenomes Metagenome, 16S Amplicon Data from an Antarctic Cold Seep, Epipelagic mesozooplankton distribution and abundance in Southern Ocean Atlantic sector and the North Atlantic and Arctic 1996-2013, Antarctic Plant Database)"
 ]
}

 The dataset's 2940 records were derived from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0034693-231120084113126/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.uvss10
title: Occurrence Download

description: A dataset containing 156 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Quercus vaseyana Buckley"
 ]
}

 The dataset includes 156 records from 23 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006573-171002173027117/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.bxfl39
title: Occurrence Download

description: A dataset containing 353329 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Ranunculus acris L.",
 "HasCoordinate is TRUE"
 ]
}

 The dataset includes 353329 records from 630 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0049561-160910150852091/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.xuvbsa
title: Occurrence Download

description: A dataset containing 256 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Planktic foraminifera counts of sediment core V16-20"
 ]
}

 The dataset includes 256 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006575-160910150852091/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.j8u0ne
title: Occurrence Download

description: A dataset containing 1059 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Solanum orbiculatum Dunal",
 "HasCoordinate is TRUE"
 ]
}

 The dataset includes 1059 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0049564-160910150852091/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.7ctaqb
title: Occurrence Download

description: A dataset containing 10953 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "or" : [
 "PublishingOrg is 66522820-055c-11d8-b84e-b8a03c50a862",
 "PublishingOrg is afa44940-5a60-11d9-bbdd-b8a03c50a862",
 "PublishingOrg is e88c96a3-5884-4e51-a580-e417ca4c9eed",
 "PublishingOrg is b4640710-8e03-11d8-b956-b8a03c50a862",
 "PublishingOrg is 85be57ed-f187-49c9-b7ff-eaa622e06217",
 "PublishingOrg is 5c7a5c20-1bd0-11d8-a2da-b8a03c50a862",
 "PublishingOrg is 7b8aff00-a9f8-11d8-944b-b8a03c50a862",
 "PublishingOrg is 5ffa575c-fcd4-4583-9611-545f67b04316",
 "PublishingOrg is 2a7e3080-28a9-11dd-97cd-b8a03c50a862",
 "PublishingOrg is 92f51af1-e917-49bc-a8ed-014ed3a77bec"
 ]
 },
 "TaxonKey is Brachymyrmex Mayr, 1868"
 ]
}

 The dataset includes 10953 records from 16 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006577-170826194755519/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.v8f8sk
title: Occurrence Download

description: A dataset containing 4 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Lepanthes pyramidalis Luer & R.Escobar"
 ]
}

 The dataset includes 4 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0171408-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.3fvzjy
title: Occurrence Download

description: A dataset containing 762 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is China",
 "TaxonKey is Tragopan caboti (Gould, 1857)"
 ]
}

 The dataset includes 762 records from 18 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0032527-231120084113126/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.rs12cf
title: Occurrence Download

description: A dataset containing 253 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Solanum spegazzinii Bitter",
 "HasCoordinate is TRUE"
 ]
}

 The dataset includes 253 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0049571-160910150852091/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.cblodj
title: Occurrence Download

description: A dataset containing 2482 species occurrences available in GBIF matching the query:
{
 "Geometry" : [
 "POLYGON((-103.353195 20.678402,-103.353195 20.657201,-103.314571 20.657201,-103.314571 20.678402,-103.353195 20.678402))"
 ]
}

 The dataset includes 2482 records from 71 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006578-160623103540712/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.aaxq69
title: Occurrence Download

description: A dataset containing 20 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Graphium parus (de Niceville, 1900)"
 ]
}

 The dataset includes 20 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0034915-231120084113126/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.h3ixfl
title: Occurrence Download

description: A dataset containing 353329 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Ranunculus acris L.",
 "HasCoordinate is TRUE"
 ]
}

 The dataset includes 353329 records from 630 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0049572-160910150852091/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.yux32w
title: Occurrence Download

description: A dataset containing 581853 species occurrences available in GBIF matching the query:
{
 "and" : [
 "SpeciesKey is one of (Selasphorus rufus)",
 "BasisOfRecord is one of (Human Observation, Observation, Occurrence evidence)",
 "Year is greater than or equal to 1951",
 "Year is less than or equal to 2024",
 "Month is greater than or equal to April",
 "Month is less than or equal to July",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present"
 ]
}

 The dataset includes 581853 records from 17 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0046879-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17897579
title: Brick Kiln Dataset for Pakistan's IGP Region Using AI

description: Brick Kilns - IGP Pakistan 

This dataset represents the first comprehensive geospatial mapping of brick kiln sites across the Indo-Gangetic Plain (IGP) region of Pakistan. It provides a consolidated and standardized collection of kiln locations alongside estimated emissions from brick production. The dataset is intended to support air quality research, emissions inventories, exposure analyses, and environmental policy development.

All geospatial data are provided in the standard Coordinate Reference System:

CRS: EPSG:4326 (WGS 84)

1. Geographic Coverage





Region: Indo-Gangetic Plain (IGP), Pakistan




States / Provinces: Punjab, Sindh, Khyber Pakhtunkhwa, Balochistan (where applicable)



2. Data Files Provided

The dataset is available in two formats for interoperability:





GeoJSON (.geojson)




CSV (.csv)



Two types of files are included:

A. Main Files — ID & Basic Information

These contain only site-level geospatial identifiers without emissions.

Columns:








Column
Description




id
Unique identifier for each brick kiln


lat
Latitude (EPSG:4326)


lon
Longitude (EPSG:4326)


type
Kiln technology (FCBK, Zigzag)


state
Province within Pakistan


country
Country (Pakistan)


status
Operational status (Operating, Unknown, Closed if available)






These files are suitable for mapping, spatial joins, geofencing, and administrative overlays.

B. Emissions Files — Coal Fuel Scenario & Biomass Fuel Scenario

Two separate emissions files are provided:





*_coal_*.csv




*_biomass_*.csv



This allows users to model emissions under different fuel-use assumptions.

Columns:








Column
Description




id
Unique kiln identifier (consistent with the main file)


lat
Latitude


lon
Longitude


type
Kiln type


fuel
Coal or Biomass (depending on file)


state
Province


country
Country


status
Operational status


capacity_tonnes
Annual production in tonnes per year


emfpm10
PM₁₀ emission factor based on fuel type (tonnes per tonne of activity or equivalent unit)


pm10_t_yr
Annual PM₁₀ emissions (tonnes/year)


emfpm25
PM₂.₅ emission factor based on fuel type (tonnes per tonne of activity or equivalent unit)


pm25_t_yr
Annual PM₂.₅ emissions (tonnes/year)


emfso2
SO₂ emission factor based on fuel type (tonnes per tonne of activity or equivalent unit)


so2_t_yr
Annual SO₂ emissions (tonnes/year)


emfnox
NOₓ emission factor based on fuel type (tonnes per tonne of activity or equivalent unit)


nox_t_yr
Annual NOₓ emissions (tonnes/year)


source
Data producer






Funding Acknowledgment

This dataset was produced with support from:





Amazon Web Services (AWS)




Smith School of Enterprise and the Environment, University of Oxford
DOI: 10.5281/zenodo.14038647
title: Brick Kiln Dataset for Pakistan's IGP Region Using AI

description: Brick Kilns - IGP Pakistan 

This dataset represents the first comprehensive geospatial mapping of brick kiln sites across the Indo-Gangetic Plain (IGP) region of Pakistan. It provides a consolidated and standardized collection of kiln locations alongside estimated emissions from brick production. The dataset is intended to support air quality research, emissions inventories, exposure analyses, and environmental policy development.

All geospatial data are provided in the standard Coordinate Reference System:

CRS: EPSG:4326 (WGS 84)

1. Geographic Coverage





Region: Indo-Gangetic Plain (IGP), Pakistan




States / Provinces: Punjab, Sindh, Khyber Pakhtunkhwa, Balochistan (where applicable)



2. Data Files Provided

The dataset is available in two formats for interoperability:





GeoJSON (.geojson)




CSV (.csv)



Two types of files are included:

A. Main Files — ID & Basic Information

These contain only site-level geospatial identifiers without emissions.

Columns:








Column
Description




id
Unique identifier for each brick kiln


lat
Latitude (EPSG:4326)


lon
Longitude (EPSG:4326)


type
Kiln technology (FCBK, Zigzag)


state
Province within Pakistan


country
Country (Pakistan)


status
Operational status (Operating, Unknown, Closed if available)






These files are suitable for mapping, spatial joins, geofencing, and administrative overlays.

B. Emissions Files — Coal Fuel Scenario & Biomass Fuel Scenario

Two separate emissions files are provided:





*_coal_*.csv




*_biomass_*.csv



This allows users to model emissions under different fuel-use assumptions.

Columns:








Column
Description




id
Unique kiln identifier (consistent with the main file)


lat
Latitude


lon
Longitude


type
Kiln type


fuel
Coal or Biomass (depending on file)


state
Province


country
Country


status
Operational status


capacity_tonnes
Annual production in tonnes per year


emfpm10
PM₁₀ emission factor based on fuel type (tonnes per tonne of activity or equivalent unit)


pm10_t_yr
Annual PM₁₀ emissions (tonnes/year)


emfpm25
PM₂.₅ emission factor based on fuel type (tonnes per tonne of activity or equivalent unit)


pm25_t_yr
Annual PM₂.₅ emissions (tonnes/year)


emfso2
SO₂ emission factor based on fuel type (tonnes per tonne of activity or equivalent unit)


so2_t_yr
Annual SO₂ emissions (tonnes/year)


emfnox
NOₓ emission factor based on fuel type (tonnes per tonne of activity or equivalent unit)


nox_t_yr
Annual NOₓ emissions (tonnes/year)


source
Data producer






Funding Acknowledgment

This dataset was produced with support from:





Amazon Web Services (AWS)




Smith School of Enterprise and the Environment, University of Oxford
DOI: 10.15468/yw3hcw
title: EDIA – Global Bird Monitoring Program of the Alqueva Dam (EFMA) Secondary Irrigation Network block B (irrigation blocks of Alfundão, Ferreira-Valbom, Loureiro-Alvito, Monte novo, Pedrógão, Pisão, São Matias and Vale de Gaio): Diurnal Raptors – nests: reproductive outcome [2019]

description: The dataset contains records of nests of diurnal raptors collected in the area of the Secondary Irrigation Network of the Alqueva Dam block B (irrigation blocks of Alfundão, Ferreira-Valbom, Loureiro-Alvito, Monte novo, Pedrógão, Pisão, São Matias and Vale de Gaio), performed within the General Bird Monitoring Plan of the area, promoted by EDIA, S.A. Data were collected in the spring of 2019. A total of eight nests of three species were found, which produced 10 fledglings.
DOI: 10.15468/dl.gjrszh
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{"type":"and","predicates":[{"type":"within","geometry":"POLYGON ((112.907 -1.68182, 112.836707 -1.687386, 112.768143 -1.703946, 112.702996 -1.731092, 112.642869 -1.768158, 112.589241 -1.81423, 112.543433 -1.868174, 112.506573 -1.928664, 112.479569 -1.994211, 112.463086 -2.0632, 112.457533 -2.133934, 112.463046 -2.204671, 112.479492 -2.27367, 112.506467 -2.33923, 112.543308 -2.399738, 112.58911 -2.453703, 112.642744 -2.499795, 112.70289 -2.536878, 112.768066 -2.564039, 112.836666 -2.580608, 112.907 -2.586177, 112.977334 -2.580608, 113.045934 -2.564039, 113.11111 -2.536878, 113.171256 -2.499795, 113.22489 -2.453703, 113.270692 -2.399738, 113.307533 -2.33923, 113.334508 -2.27367, 113.350954 -2.204671, 113.356467 -2.133934, 113.350914 -2.0632, 113.334431 -1.994211, 113.307427 -1.928664, 113.270567 -1.868174, 113.224759 -1.81423, 113.171131 -1.768158, 113.111004 -1.731092, 113.045857 -1.703946, 112.977293 -1.687386, 112.907 -1.68182))"},{"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/0046910-251120083545085/datasets/export for details.
DOI: 10.15468/dl.av4b8q
title: Occurrence Download

description: A dataset containing 11 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 "Country is one of (Spain, France)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Galemys pyrenaicus",
 "Year 1000-1970"
 ]
}

 The dataset includes 11 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0046911-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17787707
title: Chronic effects of bisphenol A and three structural analogues on freshwater snails and amphipods: Data Set
DOI: 10.5281/zenodo.17787708
title: Chronic effects of bisphenol A and three structural analogues on freshwater snails and amphipods: Data Set
DOI: 10.24381/cds.713858f6
title: Arctic regional reanalysis on single levels from 1991 to present
DOI: 10.15468/dl.y95cub
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{"type":"and","predicates":[{"type":"within","geometry":"POLYGON ((111.332 -1.67782, 111.261707 -1.683386, 111.193143 -1.699946, 111.127996 -1.727092, 111.067869 -1.764158, 111.014242 -1.81023, 110.968434 -1.864174, 110.931574 -1.924664, 110.90457 -1.990211, 110.888088 -2.0592, 110.882534 -2.129934, 110.888047 -2.200671, 110.904493 -2.26967, 110.931468 -2.33523, 110.968309 -2.395738, 111.014111 -2.449703, 111.067745 -2.495795, 111.12789 -2.532878, 111.193066 -2.560039, 111.261666 -2.576608, 111.332 -2.582177, 111.402334 -2.576608, 111.470934 -2.560039, 111.53611 -2.532878, 111.596255 -2.495795, 111.649889 -2.449703, 111.695691 -2.395738, 111.732532 -2.33523, 111.759507 -2.26967, 111.775953 -2.200671, 111.781466 -2.129934, 111.775912 -2.0592, 111.75943 -1.990211, 111.732426 -1.924664, 111.695566 -1.864174, 111.649758 -1.81023, 111.596131 -1.764158, 111.536004 -1.727092, 111.470857 -1.699946, 111.402293 -1.683386, 111.332 -1.67782))"},{"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/0046913-251120083545085/datasets/export for details.
DOI: 10.15468/dl.x92qhw
title: Occurrence Download

description: A dataset containing 1307 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is Europe",
 "DatasetKey is iNaturalist Research-grade Observations",
 "TaxonKey is Pecten maximus"
 ]
}

 The dataset includes 1307 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0046914-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.v4juzp
title: Occurrence Download

description: A dataset containing 96 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.decimallatitude &gt;= 35.63379
 AND occurrence.decimallatitude &lt;= 35.69595
 AND (occurrence.decimallongitude &gt;= 71.56313 AND occurrence.decimallongitude &lt;= 71.69799)
 AND GBIF_WITHIN('POLYGON ((71.69034 35.6923, 71.66302 35.69595, 71.63583 35.69531, 71.59023 35.6938, 71.56528 35.68004, 71.56313 35.65659, 71.57044 35.63766, 71.58571 35.63379, 71.60314 35.63551, 71.63734 35.64433, 71.65304 35.66326, 71.69799 35.67789, 71.69034 35.6923))', occurrence.decimallatitude, occurrence.decimallongitude) = TRUE
 AND occurrence.hascoordinate = TRUE
 AND occurrence.hasgeospatialissues = FALSE
 AND occurrence.occurrencestatus = 'PRESENT'
 AND (CAST(occurrence.taxonkey AS INTEGER) = 6 OR CAST(occurrence.acceptedtaxonkey AS INTEGER) = 6 OR CAST(occurrence.kingdomkey AS INTEGER) = 6 OR CAST(occurrence.phylumkey AS INTEGER) = 6 OR CAST(occurrence.classkey AS INTEGER) = 6 OR CAST(occurrence.orderkey AS INTEGER) = 6 OR CAST(occurrence.familykey AS INTEGER) = 6 OR CAST(occurrence.genuskey AS INTEGER) = 6 OR CAST(occurrence.specieskey AS INTEGER) = 6)
 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.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 96 records were derived from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0046895-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.