cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.7cmkgx
title: Occurrence Download

description: A dataset containing 907 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Spain",
 {
 "or" : [
 "TaxonKey is Ceropegia dichotoma subsp. krainzii (Svent.) Bruyns",
 "TaxonKey is Chaenorhinum tenellum (Cav.) Lange",
 "TaxonKey is Chaetopogon fasciculatus subsp. prostratus (Hack. & Lange) Laínz",
 "TaxonKey is Chamaespartium delphinensis (Verl.) Soják",
 "TaxonKey is Chamaesyce peplis (L.) Prokh.",
 "TaxonKey is Cheirolophus arboreus (Webb & Berthel.) Holub",
 "TaxonKey is Cheirolophus arbutifolius (Svent.) G.Kunkel",
 "TaxonKey is Cheirolophus duranii (Burchard) Holub",
 "TaxonKey is Cheirolophus falcisectus Svent. ex Montelongo & Moraleda",
 "TaxonKey is Cheirolophus junonianus (Svent.) Holub"
 ]
 }
 ]
}

 The dataset includes 907 records from 44 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012199-160311141623029/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.dth2f5
title: Occurrence Download

description: A dataset containing 11 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Centaurea messenicolasiana T.Georgiadis, Dimitrellos & Routsi"
 ]
}

 The dataset includes 11 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0092486-240229165702484/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.f9br5w
title: Occurrence Download

description: A dataset containing 1711 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Anthyllis hermanniae L.",
 "HasCoordinate is true",
 "Continent is Europe",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 2000",
 "CoordinateUncertaintyInMeters is less than 10000"
 ]
}

 The dataset includes 1711 records from 24 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009509-240216155721649/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.iluxtp
title: Occurrence Download

description: A dataset containing 3 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Sceloporus minor cyaneus Treviño-Saldaña, 1988",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 3 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012200-170714134226665/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.mtbb5y
title: Occurrence Download

description: A dataset containing 29177 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Centaurea melitensis L."
 ]
}

 The dataset includes 29177 records from 400 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0092438-240229165702484/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.zbec3s
title: Occurrence Download

description: A dataset containing 540 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "TaxonKey is Comarostaphylis arbutoides Lindl."
 ]
}

 The dataset includes 540 records from 39 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009497-240216155721649/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.z1kdzy
title: Occurrence Download

description: A dataset containing 404842 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Texas A&M University Insect Collection"
 ]
}

 The dataset includes 404842 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014505-160910150852091/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ahgndt
title: Occurrence Download

description: A dataset containing 1149 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Gipuzkoako Foru Aldundiaren Landareen Germoplama Bankua / Banco de Germoplasma Vegetal de la Diputación Foral de Gipuzkoa"
 ]
}

 The dataset includes 1149 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0092406-240229165702484/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.tcb3pe
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Iris kobayashii Kitag."
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009471-240216155721649/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.7ou97d
title: Occurrence Download

description: A dataset containing 58 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Quercus acherdophylla Trel."
 ]
}

 The dataset includes 58 records from 21 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012201-171219132708484/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.hjgbu2
title: Occurrence Download

description: A dataset containing 60 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 Sceloporus sugillatus Smith, 1942"
 ]
}

 The dataset includes 60 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0092407-240229165702484/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.de3x66
title: Occurrence Download

description: A dataset containing 265 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Pieris nana (Maxim.) Makino",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Country is Japan"
 ]
}

 The dataset includes 265 records from 29 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009480-240216155721649/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.xrs836
title: Occurrence Download

description: A dataset containing 34665 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Rubus chamaemorus L.",
 "HasGeospatialIssue is false",
 "HasCoordinate is true"
 ]
}

 The dataset includes 34665 records from 85 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012202-160311141623029/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.6q9h5y
title: Occurrence Download

description: A dataset containing 47 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Holothrix filicornis Immelman & Schelpe"
 ]
}

 The dataset includes 47 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0024097-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.98gc9w
title: Occurrence Download

description: A dataset containing 81 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Cicer pinnatifidum Jaub. & Spach)",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "Year is greater than or equal to 1943",
 "Year is less than or equal to 2023",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil)"
 ]
 }
 }
 ]
}

 The dataset includes 81 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009565-240216155721649/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.lqf3xz
title: Occurrence Download

description: A dataset containing 463 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Callistephus chinensis (L.) Nees",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 463 records from 41 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012202-160910150852091/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.afuvxt
title: Occurrence Download

description: A dataset containing 30 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Cirsium sychnosanthum Petr."
 ]
}

 The dataset includes 30 records from 13 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0092421-240229165702484/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.te36e4
title: Occurrence Download

description: A dataset containing 3343 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is North America",
 "Country is Mexico",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Lepus californicus Gray, 1837"
 ]
}

 The dataset includes 3343 records from 54 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0020039-240216155721649/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.xaxb7y
title: Occurrence Download

description: A dataset containing 536933 species occurrences available in GBIF matching the query:
{
 "Country" : [
 "is Kenya"
 ]
}

 The dataset includes 536933 records from 568 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012203-151016162008034/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.z4ch94
title: Occurrence Download

description: A dataset containing 9 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Cleome turkmena Bobrov"
 ]
}

 The dataset includes 9 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0092413-240229165702484/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.jdwwvf
title: Occurrence Download

description: A dataset containing 18 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Lasianthus austrosinensis H.S.Lo"
 ]
}

 The dataset includes 18 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009532-240216155721649/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ttuyhn
title: Occurrence Download

description: A dataset containing 2967 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Brunelliaceae"
 ]
}

 The dataset includes 2967 records from 78 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012203-160118175350007/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.fhgj66
title: Occurrence Download

description: A dataset containing 268 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 Atractus elaps (Günther, 1858)"
 ]
}

 The dataset includes 268 records from 25 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0092415-240229165702484/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.92sjr7
title: Occurrence Download

description: A dataset containing 37962 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Computarización de las colecciones de vertebrados terrestres de la Escuela Nacional de Ciencias Biológicas, IPN Fase 4 (Mamíferos)"
 ]
}

 The dataset includes 37962 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0020049-240216155721649/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.d3tw0t
title: Occurrence Download

description: A dataset containing 880 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Spain",
 {
 "or" : [
 "TaxonKey is Clypeola cyclodontea Delile",
 "TaxonKey is Clypeola eriocarpa Cav.",
 "TaxonKey is Cochlearia pyrenaica DC.",
 "TaxonKey is Coincya longirostra (Boiss.) Greuter & Burdet",
 "TaxonKey is Coincya monensis subsp. puberula (Pau) Leadlay",
 "TaxonKey is Coincya rupestris subsp. leptocarpa (Gonz.Albo) Leadlay",
 "TaxonKey is Coincya rupestris subsp. rupestris",
 "TaxonKey is Convolvulus caput-medusae Lowe",
 "TaxonKey is Convolvulus glandulosus (Webb) Hallier fil.",
 "TaxonKey is Convolvulus lopezsocasii Svent."
 ]
 }
 ]
}

 The dataset includes 880 records from 45 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012203-160311141623029/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.6073/pasta/9bada1c7b4787668da570c24a566d464
title: GRIME AI Water Segmentation Model for the USGS Lake Serene at Edgewood Camera Monitoring Site, MD, 2022-2024

description: Ground-based observations from fixed-mount cameras have the potential to fill an important role in environmental sensing, including direct measurement of water levels and qualitative observation of ecohydrological research sites. All of this is theoretically possible for anyone who can install a trail camera. Easy acquisition of ground-based imagery has resulted in millions of environmental images stored, some of which are public data, and many of which contain information that has yet to be used for scientific purposes. The goal of this project was to develop and document key image processing and machine learning workflows, primarily related to semi-automated image labeling, to increase the use and value of existing and emerging archives of imagery that is relevant to ecohydrological processes.
 
 This data package includes imagery, annotation files, water segmentation model and model performance plots, and model test results (overlay images and masks). 
 
 All imagery was acquired from the USGS Hydrologic Imagery Visualization and Information System (HIVIS; see https://apps.usgs.gov/hivis/camera/MD_Lake_Serene_at_Edgewood for this specific data set) and/or the National Imagery Management System (NIMS) API.
 
 Water segmentation models were created by tuning the open-source Segment Anything Model 2 (SAM2, https://github.com/facebookresearch/sam2) using images that were annotated by team members on this project. The models were trained on the "water" annotations, but annotation files may include additional labels, such as "snow", "sky", and "unknown". 
 
 Image annotation was done in Computer Vision Annotation Tool (CVAT) and exported in COCO format (.json).
 
 All model training and testing was completed in GaugeCam Remote Image Manager Educational Artificial Intelligence (GRIME AI) software (Version: Beta 16). Model performance plots were automatically generated during this process.
 
 This project was conducted in 2023-2025 by collaborators at the University of Nebraska-Lincoln, University of Nebraska at Kearney, and the U.S. Geological Survey.
 
 This material is based upon work supported by the U.S. Geological Survey under Grant/Cooperative Agreement No. G23AC00141-00. The views and conclusions contained in this document are those of the authors and should not be interpreted as representing the opinions or policies of the U.S. Geological Survey. Mention of trade names or commercial products does not constitute their endorsement by the U.S. Geological Survey.
 
 We gratefully acknowledge graduate student support from Daugherty Water for Food Global Institute at the University of Nebraska.
DOI: 10.15468/dl.t85rm4
title: Occurrence Download

description: A dataset containing 3 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Rumex longifolius",
 "Country is Italy",
 "HasCoordinate is true"
 ]
}

 The dataset includes 3 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012657-250914085247600/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.fn3e7e
title: Occurrence Download

description: A dataset containing 16 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Rumex longifolius",
 "Country is Netherlands",
 "HasCoordinate is true"
 ]
}

 The dataset includes 16 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012659-250914085247600/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.brfk66
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Rumex longifolius",
 "Country is Lithuania",
 "HasCoordinate is true"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012658-250914085247600/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.zzgucm
title: Occurrence Download

description: A dataset containing 116 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Havardia sonorae",
 "HasCoordinate is true"
 ]
}

 The dataset includes 116 records from 24 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012660-250914085247600/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.tymjss
title: Occurrence Download

description: A dataset containing 7493 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is China",
 "HasCoordinate is true",
 "Year is 1926"
 ]
}

 The dataset includes 7493 records from 72 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012656-250914085247600/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.hycrdp
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Rumex longifolius",
 "Country is Slovenia",
 "HasCoordinate is true"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012664-250914085247600/datasets/export for details.
DOI: 10.15468/dl.6es6d5
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Rumex longifolius",
 "Country is Romania",
 "HasCoordinate is true"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012663-250914085247600/datasets/export for details.
DOI: 10.15468/dl.ukqj2a
title: Occurrence Download

description: A dataset containing 32 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Rumex longifolius",
 "Country is Poland",
 "HasCoordinate is true"
 ]
}

 The dataset includes 32 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012662-250914085247600/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.jdv6uf
title: Occurrence Download

description: A dataset containing 285 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Stryphnodendron coriaceum",
 "HasCoordinate is true"
 ]
}

 The dataset includes 285 records from 48 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012666-250914085247600/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.eeks86
title: Occurrence Download

description: A dataset containing 7202 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is China",
 "HasCoordinate is true",
 "Year is 1927"
 ]
}

 The dataset includes 7202 records from 62 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012665-250914085247600/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.nqsn8r
title: Occurrence Download

description: A dataset containing 166 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Rumex longifolius",
 "Country is Switzerland",
 "HasCoordinate is true"
 ]
}

 The dataset includes 166 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012667-250914085247600/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.bdtvtx
title: Occurrence Download

description: A dataset containing 30 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Stryphnodendron fissuratum",
 "HasCoordinate is true"
 ]
}

 The dataset includes 30 records from 15 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012669-250914085247600/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.akyb6v
title: Occurrence Download

description: A dataset containing 19402 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is China",
 "HasCoordinate is true",
 "Year is 1928"
 ]
}

 The dataset includes 19402 records from 82 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012668-250914085247600/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.