cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.34894/l7wmnn
title: Later prehistoric land-use intensities: base data and tables

description: This data-sets comprises the base GIS layers and tables to the publication: Arnoldussen, S., Verschoof-Van der Vaart, W., Kaptijn, E., & Bourgeois, Q. P. J. (2022). Field systems and later prehistoric land use: New insights into land use detectability and palaeodemography in the Netherlands through LiDAR, automatic detection and traditional field data. Archaeological Prospection, &lt;a href="https://doi.org/10.1002/arp.1891"&gt;doi:10.1002/arp.1891&lt;/a&gt;.&lt;br&gt;&lt;br&gt;

The paper to which these data pertain explores how AI-assisted mapping of prehistoric field systems can improve reconstructions of past land use and population in the Netherlands. Traditional palaeodemographic models have largely relied on limited “nodal” data—such as settlements or barrows—which underrepresent the true extent of past human activity. In contrast, the authors argue that Celtic fields—prehistoric agricultural field systems bordered by earthen banks—provide a more stable and extensive proxy for reconstructing land use and estimating population sizes.&lt;br&gt;

Using LiDAR data and automated detection algorithms based on the YOLOv4 framework, four case-study regions across different geological zones were analysed. The automated detections were then verified and refined through expert manual mapping. This “human–computer” strategy significantly increased the mapped area of Celtic fields—on average by a factor of 1.84—adding between 40 and 113 hectares of identified prehistoric fields per study area.&lt;br&gt;

Population estimates derived from these expanded field system areas ranged from 34 to 147 individuals per region, aligning closely with estimates based on traditional settlement data (80–137). Regional variation was largely explained by modern land use and research intensity, with forest and heathland areas offering better preservation and detectability.&lt;br&gt;

The study concludes that Celtic field mapping provides a robust and spatially representative method for palaeodemographic reconstruction, especially in areas where settlement data is scarce. AI-assisted LiDAR detection is shown to be fast and reliable, and when combined with expert interpretation, it offers a scalable approach for reconstructing later prehistoric land use. The authors advocate a complementary use of field system and settlement data, with field system coverage offering a stronger basis for cross-regional comparison and demographic modelling.
DOI: 10.15468/dl.gahbau
title: Occurrence Download

description: A dataset containing 150 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Senecio petraeus Boiss. & Reut."
 ]
}

 The dataset includes 150 records from 32 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0124264-230530130749713/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.j8ynsj
title: Occurrence Download

description: A dataset containing 337 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is South Africa",
 "TaxonKey is Ipomoea purpurea (L.) Roth"
 ]
}

 The dataset includes 337 records from 17 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0049273-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.4qqxq8
title: Occurrence Download

description: A dataset containing 17 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Sepsina bayonii (Bocage, 1866))",
 "BasisOfRecord is one of (Specimen, Human Observation, Observation, Machine Observation)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 17 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0027541-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.p6shh9
title: Occurrence Download

description: A dataset containing 10 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Fejervarya cepfi Garg & Biju, 2017"
 ]
}

 The dataset includes 10 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005368-230530130749713/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.sffaqp
title: Occurrence Download

description: A dataset containing 1095 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((9.22499 56.81567,10.48252 56.81567,10.48252 57.26525,9.22499 57.26525,9.22499 56.81567))",
 "HasGeospatialIssue is false",
 "TaxonKey is Lutra lutra (Linnaeus, 1758)",
 "Year 2000-2023"
 ]
}

 The dataset includes 1095 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006869-230530130749713/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.u724cs
title: Occurrence Download

description: A dataset containing 230638 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-105.3032 39.98799,-105.23567 39.98854,-105.23545 40.04368,-105.30374 40.04423,-105.3032 39.98799))",
 "OccurrenceStatus is Present"
 ]
}

 The dataset includes 230638 records from 243 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0124255-230530130749713/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.zgtwy4
title: Occurrence Download

description: A dataset containing 2 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Dipsas maxillaris (Werner, 1910))",
 "BasisOfRecord is one of (Specimen, Human Observation, Observation, Machine Observation)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 2 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0027538-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.m2u7ek
title: Occurrence Download

description: A dataset containing 661 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Allium stamineum Boiss."
 ]
}

 The dataset includes 661 records from 39 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0013403-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.7cjdpq
title: Occurrence Download

description: A dataset containing 21907 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Lathyrus hirsutus L."
 ]
}

 The dataset includes 21907 records from 624 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0081209-230530130749713/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.5rjsjn
title: Occurrence Download

description: A dataset containing 5 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Dipsas alternans (Fischer, 1885))",
 "BasisOfRecord is one of (Specimen, Human Observation, Observation, Machine Observation)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 5 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0049282-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ebu7qu
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Epictia collaris (Hoogmoed, 1977))",
 "BasisOfRecord is one of (Specimen, Human Observation, Observation, Machine Observation)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0027542-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.6gjv2n
title: Occurrence Download

description: A dataset containing 154 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Pristimantis bacchus (Lynch, 1984)"
 ]
}

 The dataset includes 154 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0081215-230530130749713/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.9eq665
title: Occurrence Download

description: A dataset containing 219 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Nucifraga multipunctata Gould, 1849)",
 "BasisOfRecord is one of (Specimen, Human Observation, Observation, Machine Observation)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 219 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0013425-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.8vhqbp
title: Occurrence Download

description: A dataset containing 3 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Lepanthes mekynochila Garay & Dunst."
 ]
}

 The dataset includes 3 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006871-230530130749713/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.wau3e9
title: Occurrence Download

description: A dataset containing 35 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Miconia anaectocalyx Michelang."
 ]
}

 The dataset includes 35 records from 15 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0027549-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.xuyu8q
title: Occurrence Download

description: A dataset containing 17 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Allium stenopetalum Boiss. & Kotschy ex Regel"
 ]
}

 The dataset includes 17 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0013416-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.cy3rfx
title: Occurrence Download

description: A dataset containing 16113 species occurrences available in GBIF matching the query:
{
 "and" : [
 "VerbatimScientificName is Poecile sclateri",
 "BasisOfRecord is one of (Machine Observation, Human Observation)",
 "Year 2011-2021",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen, Specimen, Material citation, Material sample)"
 ]
 }
 }
 ]
}

 The dataset includes 16113 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0081210-230530130749713/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.hwt6jd
title: Occurrence Download

description: A dataset containing 216 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Aristida sciuroides Domin"
 ]
}

 The dataset includes 216 records from 16 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0049284-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.8udga3
title: Occurrence Download

description: A dataset containing 7 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Enulius oligostichus Smith, Arndt & Sherbrook, 1967)",
 "BasisOfRecord is one of (Specimen, Human Observation, Observation, Machine Observation)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 7 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0027555-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.8zdk5h
title: Occurrence Download

description: A dataset containing 1096208 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 "Continent is one of (North America, South America)",
 "CoordinateUncertaintyInMeters 0.0-500.0",
 "Country is one of (Mexico, Colombia)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "MediaType is Image",
 "OccurrenceStatus is Present",
 "Year 2015-2023"
 ]
}

 The dataset includes 1096208 records from 15 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0013383-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.5cvwtj
title: Occurrence Download

description: A dataset containing 1459 species occurrences available in GBIF matching the query:
{
 "and" : [
 "VerbatimScientificName is Vauriella gularis",
 "BasisOfRecord is one of (Machine Observation, Human Observation)",
 "Year 2011-2021",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen, Specimen, Material citation, Material sample)"
 ]
 }
 }
 ]
}

 The dataset includes 1459 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0088665-230530130749713/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.d5fxfk
title: Occurrence Download

description: A dataset containing 3 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Erythrolamprus mossoroensis (Hoge & Lima-Verde, 1973))",
 "BasisOfRecord is one of (Specimen, Human Observation, Observation, Machine Observation)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 3 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0049292-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.wfn8kt
title: Occurrence Download

description: A dataset containing 4 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Sepsina copei Bocage, 1873)",
 "BasisOfRecord is one of (Specimen, Human Observation, Observation, Machine Observation)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 4 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0027550-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.2b3et5
title: Occurrence Download

description: A dataset containing 64297 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Cyanopica cyanus (Pallas, 1776), Cyanopica cyana (Pallas, 1776), Cyanopica cyanea (Pallas, 1776))",
 "BasisOfRecord is one of (Specimen, Human Observation, Observation, Machine Observation)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 64297 records from 79 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0013415-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.47st79
title: Occurrence Download

description: A dataset containing 1147631 species occurrences available in GBIF matching the query:
{
 "and" : [
 "VerbatimScientificName is Poecile rufescens",
 "BasisOfRecord is one of (Machine Observation, Human Observation)",
 "Year 2011-2021",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen, Specimen, Material citation, Material sample)"
 ]
 }
 }
 ]
}

 The dataset includes 1147631 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0081211-230530130749713/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ch2yn7
title: Occurrence Download

description: A dataset containing 181348 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "Country is one of (United States of America, Mexico, Canada)",
 "Year is greater than 1978",
 "Year is less than 2014",
 "HasGeospatialIssue is false",
 "TaxonKey is Podiceps nigricollis C.L.Brehm, 1831"
 ]
}

 The dataset includes 181348 records from 61 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0049271-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.artrvx
title: Occurrence Download

description: A dataset containing 305 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Cyclodomorphus michaeli Wells & Wellington, 1984)",
 "BasisOfRecord is one of (Specimen, Human Observation, Observation, Machine Observation)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 305 records from 13 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0027552-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.6tktm5
title: Occurrence Download

description: A dataset containing 6 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Allium stearnianum Koyuncu, Özhatay & Kollmann"
 ]
}

 The dataset includes 6 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0013406-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.7sv3z7
title: Occurrence Download

description: A dataset listing the 6495 species recorded in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-105.3032 39.98799,-105.23567 39.98854,-105.23545 40.04368,-105.30374 40.04423,-105.3032 39.98799))",
 "OccurrenceStatus is Present"
 ]
}

 The dataset's 6495 records were derived from 243 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0124256-230530130749713/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.d9kd2p
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Pseudoboa martinsi Zaher, Oliveira & Franco, 2008)",
 "BasisOfRecord is one of (Specimen, Human Observation, Observation, Machine Observation)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0049286-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.6c96ag
title: Occurrence Download

description: A dataset containing 6 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Enulius bifoveatus Mccranie & Köhler, 1999)",
 "BasisOfRecord is one of (Specimen, Human Observation, Observation, Machine Observation)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 6 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0027553-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.e9xngr
title: Occurrence Download

description: A dataset containing 14 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Allium stephanophorum Vved."
 ]
}

 The dataset includes 14 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0013419-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.kfaxr5
title: Occurrence Download

description: A dataset containing 2 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Pitcairnia acicularis L.B.Sm."
 ]
}

 The dataset includes 2 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0081217-230530130749713/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.pv57ag
title: Occurrence Download

description: A dataset containing 10533 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "Country is one of (United States of America, Mexico, Canada)",
 "Year is greater than 1978",
 "Year is less than 2014",
 "HasGeospatialIssue is false",
 "TaxonKey is Anthus spragueii (Audubon, 1844)"
 ]
}

 The dataset includes 10533 records from 17 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0049291-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.bgrg8d
title: Occurrence Download

description: A dataset containing 1651 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Cyclodomorphus melanops (Stirling & Zietz, 1893))",
 "BasisOfRecord is one of (Specimen, Human Observation, Observation, Machine Observation)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 1651 records from 16 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0027543-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.grs748
title: Occurrence Download

description: A dataset containing 25 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is one of (Licania maguirei Prance)"
 ]
}

 The dataset includes 25 records from 11 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0013408-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.