cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.6084/m9.figshare.22202395
title: Machine learning-ready remote sensing data for Maya archaeology: masks, ALS data, Sentinel-1, Sentinel-2

description: The dataset includes multimodal annotated data for remote sensing of Maya archaeology and is suitable for deep learning. The dataset covers the area around Chactún, one of the largest ancient Maya urban centres in the central Yucatán peninsula.It includes five types of data:high-resolution airborne laser scanning (ALS, lidar) data visualisations (sky view factor, positive openness, slope),high-resolution airborne laser scanning derived canopy height model,Sentinel-1 Short Aperture Radar (SAR) satellite data (yearly average Sigma0),Sentine-2 optical satellite data (12 bands + cloud mask, 17 dates), andmanual data annotations.The manual annotations (used as binary masks) represent three different types of ancient Maya structures (class labels: buildings, platforms, and aguadas – artificial reservoirs) within the study area, their exact locations, and boundaries.The dataset is ready for use with convolutional neural networks (CNNs) for object recognition, object localization (detection), and semantic segmentation. The dataset has already been used for the <i>Discover the Mysteries of the Maya</i> computer vision competition.We would like to provide this dataset to help more research teams develop their own computer vision models for investigations of Maya archaeology or improve existing ones.A detailed description of the datasets has been published by Kokalj, Ž., Džeroski, S., Šprajc, I. <i>et al.</i> Machine learning-ready remote sensing data for Maya archaeology. <i>Scientific Data</i> <b>10</b>, 558 (2023). https://doi.org/10.1038/s41597-023-02455-x<br>The authors and institutions they are affiliated with exclude all liability for any reliance on the data.
DOI: 10.15468/dl.mb7u30
title: Occurrence Download

description: A dataset containing 1142 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Pinus monticola Douglas ex D.Don"
 ]
}

 The dataset includes 1142 records from 59 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003976-160526112335914/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.vh7prh
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "and" : [
 "OccurrenceStatus is Present",
 {
 "or" : [
 "TaxonKey is Tilia amurensis var. koreana (Nakai) Vorosch.",
 "TaxonKey is Tilia amurensis var. sibirica (Fisch. ex Bayer) Y.C.Chu",
 "TaxonKey is Tilia amurensis var. glabrata Nakai"
 ]
 }
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012422-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.zq8rn3
title: Occurrence Download

description: A dataset containing 343 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is Europe",
 "Country is Portugal",
 "TaxonKey is Phragmites australis (Cav.) Trin. ex Steud.",
 "Year 2000-2020"
 ]
}

 The dataset includes 343 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0142360-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ocogdf
title: Occurrence Download

description: A dataset containing 80 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Penelope jacucaca Spix, 1825"
 ]
}

 The dataset includes 80 records from 14 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003976-160910150852091/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.4y36z6
title: Occurrence Download

description: A dataset listing the 7 species recorded in GBIF matching the query:
{
 "TaxonKey" : [
 "is Abyssocucumis abyssorum (Théel, 1886)"
 ]
}

 The dataset's 7 records were derived from 17 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0065603-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.bcxwbr
title: Occurrence Download

description: A dataset containing 71 species occurrences available in GBIF matching the query:
{
 "and" : [
 "GadmGid is RUS.2_1",
 "PublishingOrg is 943a5811-d56e-4c37-853d-bd64957d3833",
 "TaxonKey is Viola mirabilis L."
 ]
}

 The dataset includes 71 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0142349-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.yfxqmo
title: Occurrence Download

description: A dataset containing 436 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is United States of America",
 "HasCoordinate is true",
 "TaxonKey is Hemidactylus garnotii Duméril & Bibron, 1836",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 436 records from 17 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003976-171113114016250/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.53ms4w
title: Occurrence Download

description: A dataset containing 968 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Observation, Machine Observation, Human Observation, Occurrence evidence)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Vulpes lagopus (Linnaeus, 1758)",
 "Year 2000-2020"
 ]
}

 The dataset includes 968 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0142355-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.cz9p76
title: Occurrence Download

description: A dataset containing 854 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Year 2010-2019",
 "HasCoordinate is true",
 "TaxonKey is Tapirus terrestris (Linnaeus, 1758)",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 854 records from 29 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006559-191105090559680/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.znwq74
title: Occurrence Download

description: A dataset containing 37 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Pardofelis marmorata (Martin, 1837)"
 ]
}

 The dataset includes 37 records from 12 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003977-150316153013904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.59oncw
title: Occurrence Download

description: A dataset containing 2871 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Year 2000-2009",
 "HasCoordinate is true",
 "TaxonKey is Tapirus terrestris (Linnaeus, 1758)",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 2871 records from 11 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006561-191105090559680/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.d77ygn
title: Occurrence Download

description: A dataset containing 168613 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Turdus leucomelas Vieillot, 1818",
 "HasCoordinate is true"
 ]
}

 The dataset includes 168613 records from 185 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0142347-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.e84qqn
title: Occurrence Download

description: A dataset containing 2 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Heliconius heurippa (Hewitson, 1854)",
 "Geometry POLYGON((-180 -82,-180 82,180 82,180 -82,-180 -82))"
 ]
}

 The dataset includes 2 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003977-150528172251762/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.kbe3fp
title: Occurrence Download

description: A dataset containing 25025 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Coincya monensis (L.) Greuter & Burdet"
 ]
}

 The dataset includes 25025 records from 424 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0142351-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.d66dxq
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON Z ((-43.9042930094148 -20.303847604383407 0, -43.90429489169583 -20.303859397193378 0, -43.90429583328603 -20.303865294048023 0, -43.904297715567054 -20.30387708865669 -0.000046999999995, -43.904298657157256 -20.303882985511336 -0.000046999999995, -43.90430053853896 -20.303894777421988 -0.000046999999995, -43.904301025072186 -20.30389781892916 0, -43.904301474733245 -20.303900673377314 0, -43.90430333722918 -20.30391247068394 -0.000046999999995, -43.90430426802749 -20.303918368437905 -0.000046999999995, -43.90430612962416 -20.303930163945836 0, -43.90430705952315 -20.303936063498497 -0.000046999999995, -43.90430822281685 -20.303943428361123 -0.0000234999999975, -43.90430849909411 -20.303945179051386 0, -43.90429794392294 -20.303945356349026 -0.0000046008483861, -43.90429794396876 -20.303945356639137 -0.0000140504241847, -43.90425458588038 -20.303946084644053 -0.000046999999995, -43.90422528686747 -20.30384491810844 -0.000046999999995, -43.904218699116164 -20.303812616060505 -0.0000234999999975, -43.9041962369667 -20.30370247628821 -0.000046999999995, -43.904212186229564 -20.30370294993352 -0.0000234999999975, -43.90423467233771 -20.30370361770355 -0.0000336913097515, -43.904260406241086 -20.303704381923364 -0.0000234999999975, -43.904260407192 -20.303704381951604 -0.000046999999995, -43.90426040734354 -20.30370438241786 -0.0000234999999975, -43.90426040639275 -20.303704382389615 0, -43.904261180608955 -20.303706762457068 0, -43.90426488761443 -20.30371816586063 0, -43.90426674291581 -20.303723869361022 0, -43.904270451719924 -20.303735272764584 0, -43.90427230612198 -20.303740975365656 0, -43.90427601402678 -20.303752379668538 0, -43.904277869328155 -20.30375808226961 0, -43.9042793927797 -20.30376276863683 0, -43.90428071298447 -20.303770957863378 0, -43.90428166356787 -20.303776852919384 -0.000046999999995, -43.90428261550025 -20.30378274797539 -0.0000234999999975, -43.90428356653331 -20.303788643031396 0, -43.90428451711671 -20.303794538986722 0, -43.90428641828356 -20.303806328199414 0, -43.90428665120794 -20.30380777340997 0, -43.904287362571665 -20.303812223255477 0, -43.90428924485275 -20.303824016964768 0, -43.90429018554357 -20.303829913819413 0, -43.904292068723976 -20.30384170842808 -0.000046999999995, -43.9042930094148 -20.303847604383407 0))",
 "HasGeospatialIssue is False"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001002-250415084134356/datasets/export for details.
DOI: 10.15468/dl.sukzr7
title: Occurrence Download

description: A dataset containing 23620 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Phrynosoma Wiegmann, 1828"
 ]
}

 The dataset includes 23620 records from 102 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001001-250415084134356/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.28800404
title: Nachusa Grasslands seed removal project 2025

description: These seed removal data were collected at 19 ReFUGE plots at Nachusa Grasslands in July and October 2024. 8 seeds of 7 species (list here) were placed cafeteria-style in buckets that allowed access to either invertebrates alone, or invertebrates and rodents. Plots vary in their management history (restoration age, bison presence, burn status for 2024).
DOI: 10.15468/dl.7wp9h3
title: Occurrence Download

description: A dataset containing 91 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is Heard Island Shag Phalacrocorax nivalis census, Heard Island 1992"
 ]
}

 The dataset includes 91 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0085435-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.gxdf19
title: Occurrence Download

description: A dataset containing 64 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Rechts des Inn Höhe Hofau Rosenheim"
 ]
}

 The dataset includes 64 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0018860-180131172636756/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.r6v7uk
title: Occurrence Download

description: A dataset containing 2032332 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Columba livia J.F.Gmelin, 1789"
 ]
}

 The dataset includes 2032332 records from 555 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0018861-151016162008034/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.s9uc2u
title: Occurrence Download

description: A dataset containing 9 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 Leptopelis vannutellii (Boulenger, 1898)"
 ]
}

 The dataset includes 9 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0040254-240229165702484/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.msfypg
title: Occurrence Download

description: A dataset containing 6859 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Bombus fervidus (Fabricius, 1798)"
 ]
}

 The dataset includes 6859 records from 22 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000037-150615163101818/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.6dfrnp
title: Occurrence Download

description: A dataset containing 765 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 Lophozosterops goodfellowi (Hartert, 1903)"
 ]
}

 The dataset includes 765 records from 13 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0050397-240314170635999/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.8kidua
title: Occurrence Download

description: A dataset containing 269 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is FFH-Gebiet Ahrbachtal"
 ]
}

 The dataset includes 269 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0018862-180131172636756/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.9rnb9n
title: Occurrence Download

description: A dataset containing 3 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Ipomoea ochracea (Lindl.) G.Don",
 "Country is Sudan"
 ]
}

 The dataset includes 3 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000037-150811131857512/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.gkgblk
title: Occurrence Download

description: A dataset containing 330 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Pelophylax ridibundus (Pallas, 1771)",
 "Country is Iran (Islamic Republic of)",
 "HasCoordinate is true"
 ]
}

 The dataset includes 330 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0018863-160910150852091/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.r6buxx
title: Occurrence Download

description: A dataset containing 771 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Derris elliptica (Wall.) Benth."
 ]
}

 The dataset includes 771 records from 96 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0021724-240314170635999/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.8zsot9
title: Occurrence Download

description: A dataset containing 4 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Craugastor guerreroensis (Lynch, 1967)",
 "Country is Mexico",
 {
 "or" : [
 "BasisOfRecord is Specimen",
 "BasisOfRecord is Literature Occurrence"
 ]
 }
 ]
}

 The dataset includes 4 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000037-160525232948595/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.dadxvs
title: Occurrence Download

description: A dataset containing 1882 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is one of (Terminalia fagifolia Mart., Terminalia lanceolata Mart., Terminalia fagifolia var. angustifolia Eichler, Terminalia fagifolia var. parvifolia Eichler)"
 ]
}

 The dataset includes 1882 records from 125 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0040249-240229165702484/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.p33jby
title: Occurrence Download

description: A dataset containing 351 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Galictis cuja (Molina, 1782)"
 ]
}

 The dataset includes 351 records from 37 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000037-171124123535762/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.aptfsk
title: Occurrence Download

description: A dataset containing 6 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Hyptis grisea Harley"
 ]
}

 The dataset includes 6 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0166927-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ek9rcf
title: Occurrence Download

description: A dataset containing 269 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Acradenia frankliniae Kippist"
 ]
}

 The dataset includes 269 records from 28 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014749-240216155721649/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.bkg6wo
title: Occurrence Download

description: A dataset containing 301 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Lachemilla orbiculata (Ruiz & Pav.) Rydb.",
 "Country is Colombia"
 ]
}

 The dataset includes 301 records from 27 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000038-150912100344238/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.x6f4gf
title: Occurrence Download

description: A dataset containing 44 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Gunnera margaretae Schindl."
 ]
}

 The dataset includes 44 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0166926-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.98tp2f
title: Occurrence Download

description: A dataset containing 139 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Poppiana dentata (Randall, 1840)"
 ]
}

 The dataset includes 139 records from 24 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014762-240216155721649/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.avcfms
title: Occurrence Download

description: A dataset containing 826 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Hymenachne amplexicaulis (Rudge) Nees",
 "Geometry POLYGON((-84.375 15.961329,-84.375 -59.534318,-26.015625 -59.534318,-26.015625 15.961329,-84.375 15.961329))"
 ]
}

 The dataset includes 826 records from 71 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0018864-151016162008034/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.plv6gd
title: Occurrence Download

description: A dataset containing 6 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Placocarpa mexicana Hook.f."
 ]
}

 The dataset includes 6 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000038-160509122628363/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.gaughy
title: Occurrence Download

description: A dataset containing 54588 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Alligator Cuvier, 1807"
 ]
}

 The dataset includes 54588 records from 146 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014741-240216155721649/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.