cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.9f869c
title: Occurrence Download

description: A dataset containing 37 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((45.61708 43.57412,45.45757 43.59999,45.28943 43.15163,45.5481 43.06756,45.92533 43.11067,45.91671 43.51808,45.61708 43.57412))",
 "HasGeospatialIssue is false",
 "TaxonKey is Noctuidae"
 ]
}

 The dataset includes 37 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0033083-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.fvx3k8
title: Occurrence Download

description: A dataset containing 747741 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Saxicola rubetra (Linnaeus, 1758)"
 ]
}

 The dataset includes 747741 records from 1156 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0071621-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.jjtd26
title: Occurrence Download

description: A dataset containing 3632 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Rhabdosargus sarba (Forsskål, 1775)"
 ]
}

 The dataset includes 3632 records from 87 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0033064-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.a7q7t8
title: Occurrence Download

description: A dataset containing 98 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is Colorado State University, Charles Maurer Herbarium",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is one of (Adoxa moschatellina L., Acorus calamus L., Sambucus canadensis L., Sambucus cerulea Raf., Sambucus racemosa L., Viburnum edule (Michx.) Raf., Viburnum lantana L., Viburnum lentago L.)"
 ]
}

 The dataset includes 98 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004970-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.duxtj2
title: Occurrence Download

description: A dataset containing 177 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Hormathophylla baetica P.Küpfer"
 ]
}

 The dataset includes 177 records from 22 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0042287-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.r89g6s
title: Occurrence Download

description: A dataset containing 76 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Enophrys taurina Gilbert, 1914"
 ]
}

 The dataset includes 76 records from 15 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0033168-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ehsqzk
title: Occurrence Download

description: A dataset containing 80999 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is United States of America",
 "TaxonKey is Acer rubrum L.",
 "Year 1990-2023"
 ]
}

 The dataset includes 80999 records from 116 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0236814-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.rsn9mz
title: Occurrence Download

description: A dataset containing 139 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Aconitum violaceum Jacquem. ex Stapf"
 ]
}

 The dataset includes 139 records from 19 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004967-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.atwfge
title: Occurrence Download

description: A dataset containing 128 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Careproctus ranula (Goode & Bean, 1879)"
 ]
}

 The dataset includes 128 records from 13 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0033135-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.kxxuws
title: Occurrence Download

description: A dataset containing 557 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Darevskia armeniaca (Méhely, 1909)"
 ]
}

 The dataset includes 557 records from 41 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004972-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.cjh7q4
title: Occurrence Download

description: A dataset containing 324 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-2.65713 33.14959,6.67705 33.14959,6.67705 36.87967,-2.65713 36.87967,-2.65713 33.14959))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Gazella cuvieri (Ogilby, 1841)"
 ]
}

 The dataset includes 324 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0236816-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.rjcgh6
title: Occurrence Download

description: A dataset containing 678 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Haemulon sexfasciatum Gill, 1862"
 ]
}

 The dataset includes 678 records from 43 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0033136-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.v7c726
title: Occurrence Download

description: A dataset containing 65 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Darevskia bithynica (Méhely, 1909)"
 ]
}

 The dataset includes 65 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004975-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.m82aw9
title: Occurrence Download

description: A dataset containing 2 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Berteroa incana subsp. stricta (Boiss. & Heldr.) Stoj. & Stef."
 ]
}

 The dataset includes 2 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0042096-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.wxsdur
title: Occurrence Download

description: A dataset containing 1024 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Siganus guttatus (Bloch, 1787)"
 ]
}

 The dataset includes 1024 records from 57 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0033138-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.7vw7bv
title: Occurrence Download

description: A dataset containing 274 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Gonorynchus abbreviatus Temminck & Schlegel, 1846"
 ]
}

 The dataset includes 274 records from 37 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0042107-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.3jaqnz
title: Occurrence Download

description: A dataset containing 4936 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 "CoordinateUncertaintyInMeters 0.0-10000.0",
 "Geometry POLYGON((-127.05139 23.31776,-72.12686 23.31776,-72.12686 48.92837,-127.05139 48.92837,-127.05139 23.31776))",
 "TaxonKey is Bromus tectorum"
 ]
}

 The dataset includes 4936 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006797-251009101135966/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.87cspy
title: Occurrence Download

description: A dataset containing 75 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Panicum pseudowoeltzkowii",
 "Country is Madagascar",
 "HasCoordinate is true"
 ]
}

 The dataset includes 75 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006798-251009101135966/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17313353
title: Heat Vulnerability in a Hyper-Arid Coastal Conurbation: Downscaled LST and Socio-Spatial Analysis

description: This repository contains all datasets supporting the article “Heat Vulnerability in a Hyper-Arid Coastal Conurbation: Downscaled LST and Socio-Spatial Analysis” (Iquique–Alto Hospicio, Chile).The data provide the geospatial and statistical foundations for the Heat Vulnerability Index (HVI) and its principal-component analysis, integrating remote sensing, census, and environmental indicators.

Contents (7 files):





LCZ.zip – Local Climate Zones (LCZ) shapefile for the Iquique–Alto Hospicio conurbation, classified according to the Stewart and Oke (2012) framework.




NODATA.zip – Shapefile of urban census blocks lacking socioeconomic information in the 2017 Chilean Census.




Standardized_HVI_Indicators_Iquique_Hospicio.xlsx – CCensus-block dataset including the 12 standardized and directionally adjusted indicators used to construct the Heat Vulnerability Index (HVI).Each record corresponds to an urban census block (manzana censal). The dataset can be spatially joined with the shapefile HVI_PCA.zip, which contains the four principal components and the composite HVI (numeric and categorical), using the common identifier field MANZENT.




LST_MODIS.zip – Seasonal (DJF, MAM, JJA, SON) daytime and nighttime Land Surface Temperature (LST) composites (2002–2023) from MODIS Terra and Aqua for Iquique and Alto Hospicio.




LST_10m_RLS_NIGHT.zip – Downscaled nighttime summer LST (2019–2023) at 10 m spatial resolution derived through robust least-squares regression (MODIS–Sentinel-2 fusion).




ClusterOutliers800m.zip – Shapefile of Local Moran’s I cluster–outlier results (800 m spatial lag), identifying statistically significant HVI hotspots and coldspots (p < 0.05).




HVI_PCA.zip – Shapefile containing the four Varimax-rotated principal components, the continuous HVI scores, and the categorized (Very Low–Very High) HVI classes.



All layers are projected in WGS 84 / UTM Zone 19S, and all datasets are provided under a CC-BY 4.0 license to enable reuse and replication.
description: Acknowledgments

This study was supported by the Chilean National Agency for Research and Development (ANID) through FONDECYT Project No. 1221688 and by the Center for Climate and Resilience Research (CR)² (ANID/FONDAP/1522 A0002). R.S.N. is supported by grant RYC2021-034330-I funded by MCIN/AEI/ 10.13039/501100011033 and by“European Union NextGenerationEU/PRTR”.
DOI: 10.5281/zenodo.17313354
title: Heat Vulnerability in a Hyper-Arid Coastal Conurbation: Downscaled LST and Socio-Spatial Analysis

description: This repository contains all datasets supporting the article “Heat Vulnerability in a Hyper-Arid Coastal Conurbation: Downscaled LST and Socio-Spatial Analysis” (Iquique–Alto Hospicio, Chile).The data provide the geospatial and statistical foundations for the Heat Vulnerability Index (HVI) and its principal-component analysis, integrating remote sensing, census, and environmental indicators.

Contents (7 files):





LCZ.zip – Local Climate Zones (LCZ) shapefile for the Iquique–Alto Hospicio conurbation, classified according to the Stewart and Oke (2012) framework.




NODATA.zip – Shapefile of urban census blocks lacking socioeconomic information in the 2017 Chilean Census.




Standardized_HVI_Indicators_Iquique_Hospicio.xlsx – CCensus-block dataset including the 12 standardized and directionally adjusted indicators used to construct the Heat Vulnerability Index (HVI).Each record corresponds to an urban census block (manzana censal). The dataset can be spatially joined with the shapefile HVI_PCA.zip, which contains the four principal components and the composite HVI (numeric and categorical), using the common identifier field MANZENT.




LST_MODIS.zip – Seasonal (DJF, MAM, JJA, SON) daytime and nighttime Land Surface Temperature (LST) composites (2002–2023) from MODIS Terra and Aqua for Iquique and Alto Hospicio.




LST_10m_RLS_NIGHT.zip – Downscaled nighttime summer LST (2019–2023) at 10 m spatial resolution derived through robust least-squares regression (MODIS–Sentinel-2 fusion).




ClusterOutliers800m.zip – Shapefile of Local Moran’s I cluster–outlier results (800 m spatial lag), identifying statistically significant HVI hotspots and coldspots (p < 0.05).




HVI_PCA.zip – Shapefile containing the four Varimax-rotated principal components, the continuous HVI scores, and the categorized (Very Low–Very High) HVI classes.



All layers are projected in WGS 84 / UTM Zone 19S, and all datasets are provided under a CC-BY 4.0 license to enable reuse and replication.
description: Acknowledgments

This study was supported by the Chilean National Agency for Research and Development (ANID) through FONDECYT Project No. 1221688 and by the Center for Climate and Resilience Research (CR)² (ANID/FONDAP/1522 A0002). R.S.N. is supported by grant RYC2021-034330-I funded by MCIN/AEI/ 10.13039/501100011033 and by“European Union NextGenerationEU/PRTR”.
DOI: 10.15468/dl.d4jfvv
title: Occurrence Download

description: A dataset containing 41 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Magnolia pugana)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 41 records from 13 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006800-251009101135966/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.9br63c
title: Occurrence Download

description: A dataset containing 254 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Gabronthus thermarum (Aubé, 1850)",
 "HasCoordinate is true"
 ]
}

 The dataset includes 254 records from 41 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005320-250402121839773/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.9us7sk
title: Occurrence Download

description: A dataset containing 60550456 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Lepidoptera"
 ]
}

 The dataset includes 60550456 records from 4306 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0434621-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.jtpugg
title: Occurrence Download

description: A dataset containing 37 species occurrences available in GBIF matching the query:
{
 "and" : [
 "OccurrenceStatus is Present",
 "TaxonKey is Martes gwatkinsii Horsfield, 1851"
 ]
}

 The dataset includes 37 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006546-250415084134356/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.uhjbsw
title: Occurrence Download

description: A dataset containing 11771 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Year 1960-2018",
 "HasCoordinate is true",
 "TaxonKey is Juncus trifidus L.",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 11771 records from 89 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012604-180131172636756/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.mtwbtb
title: Occurrence Download

description: A dataset containing 17 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Paranephelius bullatus A.Gray ex Wedd."
 ]
}

 The dataset includes 17 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0239995-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.srg5v3
title: Occurrence Download

description: A dataset containing 8142 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Poecilia latipinna (Lesueur, 1821)"
 ]
}

 The dataset includes 8142 records from 88 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014861-210819072339941/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.w6vzct
title: Occurrence Download

description: A dataset containing 7544 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-4.71566 39.98790,7.55607 39.98790,7.55607 44.89879,-4.71566 44.89879,-4.71566 39.98790))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Lagopus muta (Montin, 1781)"
 ]
}

 The dataset includes 7544 records from 53 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0257022-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.tdsj8c
title: Occurrence Download

description: A dataset containing 20 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "TaxonKey is Drosera citrina Lowrie & Carlquist",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 20 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012604-180508205500799/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.vwrydy
title: Occurrence Download

description: A dataset containing 1018 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "OccurrenceStatus is Present",
 {
 "or" : [
 "TaxonKey is Triplophyllum funestum (Kunze) Holttum",
 "TaxonKey is Aspidium funestum Kunze"
 ]
 }
 ]
}

 The dataset includes 1018 records from 59 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0259850-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.raybn2
title: Occurrence Download

description: A dataset listing the 63 species recorded in GBIF matching the query:
{
 "DatasetKey" : [
 "is Cerambycidae Dataset"
 ]
}

 The dataset's 63 records were derived from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0015935-210819072339941/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.p57ale
title: Occurrence Download

description: A dataset containing 2799744 species occurrences available in GBIF matching the query:
{
 "Country" : [
 "is China"
 ]
}

 The dataset includes 2799744 records from 1564 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012604-180824113759888/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.zf3gt6
title: Occurrence Download

description: A dataset containing 13882 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-99.35893 19.4842,-99.21152 19.4842,-99.21152 19.64796,-99.35893 19.64796,-99.35893 19.4842))",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present"
 ]
}

 The dataset includes 13882 records from 140 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0055188-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.dsvdu4
title: Occurrence Download

description: A dataset containing 482 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Lichia amia (Linnaeus, 1758)",
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "Year is greater than or equal to 1900"
 ]
}

 The dataset includes 482 records from 38 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0055189-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.uvdpfy
title: Occurrence Download

description: A dataset containing 1471 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Chelon auratus (Risso, 1810)",
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "Year is greater than or equal to 1900"
 ]
}

 The dataset includes 1471 records from 96 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0055191-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.s8k5ef
title: Occurrence Download

description: A dataset containing 165 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Lagetta lagetto (Sw.) Nash"
 ]
}

 The dataset includes 165 records from 26 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0055192-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ngvdv7
title: Occurrence Download

description: A dataset containing 10351713 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Chile",
 "Year 2000-2025"
 ]
}

 The dataset includes 10351713 records from 853 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0055159-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.34976/708n-8x98
title: Performance Monitoring for Action (PMA) Agile Côte d’Ivoire (Abidjan) Round 1: Youth Respondent-Driven Sampling Survey (YRDSS)