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

description: A dataset containing 15486 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Ammi majus L.",
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 },
 {
 "or" : [
 "CoordinateUncertaintyInMeters is less than 10000",
 "CoordinateUncertaintyInMeters is null"
 ]
 }
 ]
}

 The dataset includes 15486 records from 529 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0035156-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.a08cja
title: Occurrence Download

description: A dataset containing 410966 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 {
 "or" : [
 "TaxonKey is Vicia articulata Hornem.",
 "TaxonKey is Vicia assyriaca Boiss.",
 "TaxonKey is Vicia barbazitae Guss. & Ten.",
 "TaxonKey is Vicia ciliatula Lipsky",
 "TaxonKey is Vicia ervilia (L.) Willd.",
 "TaxonKey is Vicia esdraelonensis Warb. & Eig",
 "TaxonKey is Vicia galeata Boiss.",
 "TaxonKey is Vicia grandiflora Scop.",
 "TaxonKey is Vicia hybrida L.",
 "TaxonKey is Vicia hyrcanica Fisch. & C.A.Mey.",
 "TaxonKey is Vicia lutea L.",
 "TaxonKey is Vicia melanops Sibth. & Sm.",
 "TaxonKey is Vicia mollis Boiss. & Hausskn.",
 "TaxonKey is Vicia pannonica Crantz",
 "TaxonKey is Vicia pyrenaica Pourr.",
 "TaxonKey is Vicia qatmensis Gomb.",
 "TaxonKey is Vicia sativa L.",
 "TaxonKey is Vicia sericocarpa Fenzl",
 "TaxonKey is Vicia tigridis Mouterde",
 "TaxonKey is Lathyrus amphicarpos L.",
 "TaxonKey is Lathyrus annuus L.",
 "TaxonKey is Lathyrus basalticus Rech.f.",
 "TaxonKey is Lathyrus belinensis Maxted & Goyder",
 "TaxonKey is Lathyrus blepharicarpos Boiss.",
 "TaxonKey is Lathyrus cassius Boiss.",
 "TaxonKey is Lathyrus chloranthus Boiss. & Balansa",
 "TaxonKey is Lathyrus chrysanthus Boiss.",
 "TaxonKey is Lathyrus cicera L.",
 "TaxonKey is Lathyrus cilicicus Hayek & Siehe",
 "TaxonKey is Lathyrus cirrhosus Ser.",
 "TaxonKey is Lathyrus clymenum L.",
 "TaxonKey is Lathyrus gloeospermus Warb. & Eig",
 "TaxonKey is Lathyrus gorgoni Parl.",
 "TaxonKey is Lathyrus grandiflorus Sibth. & Sm.",
 "TaxonKey is Lathyrus heterophyllus L.",
 "TaxonKey is Lathyrus hierosolymitanus Boiss.",
 "TaxonKey is Lathyrus latifolius L.",
 "TaxonKey is Lathyrus lycicus Boiss. & Heldr.",
 "TaxonKey is Lathyrus marmoratus Boiss. & Balansa",
 "TaxonKey is Lathyrus mulkak Lipsky",
 "TaxonKey is Lathyrus ochrus (L.) DC.",
 "TaxonKey is Lathyrus phaselitanus Hub.-Mor. & P.H.Davis",
 "TaxonKey is Lathyrus pseudocicera Pamp.",
 "TaxonKey is Lathyrus rotundifolius Willd.",
 "TaxonKey is Lathyrus stenophyllus Boiss. & Heldr.",
 "TaxonKey is Lathyrus sylvestris L.",
 "TaxonKey is Lathyrus tingitanus L.",
 "TaxonKey is Lathyrus trachycarpus (Boiss.) Boiss.",
 "TaxonKey is Lathyrus tuberosus L.",
 "TaxonKey is Lathyrus undulatus Boiss."
 ]
 },
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 410966 records from 687 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005090-190621201848488/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.mm9dlk
title: Occurrence Download

description: A dataset containing 2005 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "or" : [
 "BasisOfRecord is Observation",
 "BasisOfRecord is Machine Observation",
 "BasisOfRecord is Human Observation"
 ]
 },
 "Country is India",
 "HasCoordinate is true",
 "TaxonKey is Podiceps cristatus (Linnaeus, 1758)",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 2005 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005111-190621201848488/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.puhkd6
title: Occurrence Download

description: A dataset containing 3863763 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Ecuador",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 3863763 records from 664 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005092-190621201848488/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.kd9qmh
title: Occurrence Download

description: A dataset containing 316 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Linzia gerberiformis (Oliv. & Hiern) H.Rob."
 ]
}

 The dataset includes 316 records from 37 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010703-230530130749713/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.4vj3fk
title: Occurrence Download

description: A dataset listing the 1 species recorded in GBIF matching the query:
{
 "and" : [
 "Country is Colombia",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Podocnemis lewyana Duméril, 1852",
 "Year 2014-2024"
 ]
}

 The dataset's 1 records were derived from 14 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0025430-240216155721649/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.dz2hhj
title: Occurrence Download

description: A dataset containing 492 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is China",
 "TaxonKey is Ulmus pumila L."
 ]
}

 The dataset includes 492 records from 28 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0161259-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.24umnb
title: Occurrence Download

description: A dataset containing 152107 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Brazil",
 "DatasetKey is one of (EOD – eBird Observation Dataset, iNaturalist Research-grade Observations, Observation.org, Nature data from around the World, naturgucker, MBML-Aves - Coleção de Aves MBML, MCP-Aves - Coleção de Aves)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Coragyps atratus (Bechstein, 1793)",
 "Year 1945-2022"
 ]
}

 The dataset includes 152107 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0160029-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.7befmm
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is one of (Potentillinaceae)"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0161240-220831081235567/datasets/export for details.
DOI: 10.15468/dl.w73ves
title: Occurrence Download

description: A dataset containing 201 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Euonymus maackii Rupr.",
 "Year is greater than or equal to 1981",
 "HasCoordinate is true"
 ]
}

 The dataset includes 201 records from 25 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0292714-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.8tfz6q
title: Occurrence Download

description: A dataset containing 43 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Mexico",
 "TaxonKey is Formica propatula Francoeur, 1973"
 ]
}

 The dataset includes 43 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0162301-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.62wxd2
title: Occurrence Download

description: A dataset containing 1988 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Margarornis stellatus P.L.Sclater & Salvin, 1873)",
 "BasisOfRecord is one of (Specimen, Human Observation, Observation, Machine Observation)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 1988 records from 15 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0292684-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.98f4km
title: Occurrence Download

description: A dataset containing 80899 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Carcinus maenas (Linnaeus, 1758)"
 ]
}

 The dataset includes 80899 records from 291 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0139084-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.jpuc82
title: Occurrence Download

description: A dataset containing 15462 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Observation, Human Observation, Occurrence evidence)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Dasypus novemcinctus Linnaeus, 1758",
 "Year 1800-2023"
 ]
}

 The dataset includes 15462 records from 167 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0292729-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.gj2kqd
title: Occurrence Download

description: A dataset containing 531 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Phocoena sinus Norris & McFarland, 1958"
 ]
}

 The dataset includes 531 records from 24 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0139114-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.aptk7b
title: Occurrence Download

description: A dataset containing 3511 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Cichlocolaptes leucophrus (Jardine & Selby, 1830))",
 "BasisOfRecord is one of (Specimen, Human Observation, Observation, Machine Observation)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 3511 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0292731-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.qssq8h
title: Occurrence Download

description: A dataset containing 351598 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is one of (Empetrum nigrum L.)"
 ]
}

 The dataset includes 351598 records from 603 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0160007-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ujar3m
title: Occurrence Download

description: A dataset containing 49838 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Arundo donax L.",
 "Year is greater than or equal to 1981",
 "HasCoordinate is true"
 ]
}

 The dataset includes 49838 records from 480 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0292755-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.xez5ab
title: Occurrence Download

description: A dataset containing 21 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Canada",
 "DatasetKey is one of (Royal BC Museum - Invertebrates Collection, Field Museum of Natural History (Zoology) Invertebrate Collection, Canadian Museum of Nature Mollusc Collection)",
 "TaxonKey is Cryptomastix mullani (Bland & J.G.Cooper, 1861)"
 ]
}

 The dataset includes 21 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000604-250121130708018/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.10806842
title: Data from "Criterion for void nucleation by particle debonding in metals obtained from molecular dynamics simulations"

description: This repository contains data used in the following journal publication:

Zhao Q. Q. and Sills R. B., Criterion for void nucleation by particle debonding in metals obtained from molecular dynamics simulations, Eng. Fract. Mech. Vol. 303, 110073, 2024. 

https://doi.org/10.1016/j.engfracmech.2024.110073
DOI: 10.5281/zenodo.10806843
title: Data from "Criterion for void nucleation by particle debonding in metals obtained from molecular dynamics simulations"

description: This repository contains data used in the following journal publication:

Zhao Q. Q. and Sills R. B., Criterion for void nucleation by particle debonding in metals obtained from molecular dynamics simulations, Eng. Fract. Mech. Vol. 303, 110073, 2024. 

https://doi.org/10.1016/j.engfracmech.2024.110073
DOI: 10.15468/dl.eznpz2
title: Occurrence Download

description: A dataset containing 4164 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is National Lesser Horseshoe Bat Database"
 ]
}

 The dataset includes 4164 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000605-250121130708018/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.34740/kaggle/dsv/10542961
title: Synthetic dataset of Luxembourg citizens
DOI: 10.15468/dl.kmu7ss
title: Occurrence Download

description: A dataset containing 4417 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "Country is Brazil",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is one of (Melanthera latifolia (Gardner) Cabrera, Sphagneticola trilobata (L.) Pruski, Herissantia crispa (L.) Brizicky, Herissantia tiubae (K.Schum.) Brizicky, Herissantia crispa (L.) Medik., Schultesia guianensis (Aubl.) Malme, Sida galheirensis Ulbr.)",
 "Year 1960-2021"
 ]
}

 The dataset includes 4417 records from 152 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000606-250121130708018/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.s5kfk7
title: Occurrence Download

description: A dataset containing 1661 species occurrences available in GBIF matching the query:
{
 "and" : [
 "GadmGid is CAN.2_1",
 "TaxonKey is Elgaria coerulea (Wiegmann, 1828)"
 ]
}

 The dataset includes 1661 records from 14 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000608-250121130708018/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.h6xxzq
title: Occurrence Download

description: A dataset containing 4164 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is National Lesser Horseshoe Bat Database"
 ]
}

 The dataset includes 4164 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000609-250121130708018/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.qg5r2b
title: Occurrence Download

description: A dataset containing 273 species occurrences available in GBIF matching the query:
{
 "and" : [
 "OccurrenceStatus is Present",
 "TaxonKey is Puma concolor concolor"
 ]
}

 The dataset includes 273 records from 14 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000610-250121130708018/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.28250879
title: Snow classifier to estimate population dynamics of a butterfly and its host plant at Jumpingpound Mountain, Alberta

description: The dataset accompanying this study provides comprehensive resources for replicating and building upon the image classification and ecological analyses described in the manuscript. It consists of the following files:<code><strong>metadata.csv</strong></code>: This file contains detailed explanations of all columns in the accompanying datasets, including descriptions, units, and data formatting. It serves as a guide to understanding and interpreting the data structure and content.<code><strong>parnassius.csv</strong></code>: This dataset includes annual population estimates for the alpine butterfly <i>Parnassius</i> spanning the years 2013 to 2023. It also contains corresponding snow cover averages at both the meadow and quadrat levels, derived from satellite imagery. These data were used to assess how snow cover influences butterfly population dynamics.<code><strong>sedum.csv</strong></code>: This dataset provides annual population estimates for <i>Sedum</i>, the host plant for <i>Parnassius</i>, over the same 2013–2023 period. Similar to the butterfly dataset, it includes snow cover averages at meadow and quadrat scales, facilitating analyses of how snow dynamics affect host-plant densities.<code><strong>randomforest_snowClassifier.Rdata</strong></code>: This file contains the trained Random Forest model used for snow classification. The model was built using a supervised machine-learning approach, with snow/no-snow labels derived from Landsat 8 and 9, and Sentinel-2 imagery processed via Google Earth Engine. The classifier achieved a 98% accuracy and was validated against ground-truthed snow measurements.All datasets were generated to support the study’s workflow, which integrates image classifiers with ecological research to test hypotheses on species-environment interactions. Satellite images were preprocessed to extract snow cover metrics, and population estimates were derived using established ecological survey methods. By combining these datasets, we demonstrate how image classification outputs can be linked to ecological variables to investigate the impacts of snow cover on species dynamics.
DOI: 10.6084/m9.figshare.28250879.v1
title: Snow classifier to estimate population dynamics of a butterfly and its host plant at Jumpingpound Mountain, Alberta

description: The dataset accompanying this study provides comprehensive resources for replicating and building upon the image classification and ecological analyses described in the manuscript. It consists of the following files:<code><strong>metadata.csv</strong></code>: This file contains detailed explanations of all columns in the accompanying datasets, including descriptions, units, and data formatting. It serves as a guide to understanding and interpreting the data structure and content.<code><strong>parnassius.csv</strong></code>: This dataset includes annual population estimates for the alpine butterfly <i>Parnassius</i> spanning the years 2013 to 2023. It also contains corresponding snow cover averages at both the meadow and quadrat levels, derived from satellite imagery. These data were used to assess how snow cover influences butterfly population dynamics.<code><strong>sedum.csv</strong></code>: This dataset provides annual population estimates for <i>Sedum</i>, the host plant for <i>Parnassius</i>, over the same 2013–2023 period. Similar to the butterfly dataset, it includes snow cover averages at meadow and quadrat scales, facilitating analyses of how snow dynamics affect host-plant densities.<code><strong>randomforest_snowClassifier.Rdata</strong></code>: This file contains the trained Random Forest model used for snow classification. The model was built using a supervised machine-learning approach, with snow/no-snow labels derived from Landsat 8 and 9, and Sentinel-2 imagery processed via Google Earth Engine. The classifier achieved a 98% accuracy and was validated against ground-truthed snow measurements.All datasets were generated to support the study’s workflow, which integrates image classifiers with ecological research to test hypotheses on species-environment interactions. Satellite images were preprocessed to extract snow cover metrics, and population estimates were derived using established ecological survey methods. By combining these datasets, we demonstrate how image classification outputs can be linked to ecological variables to investigate the impacts of snow cover on species dynamics.
DOI: 10.15468/dl.dgmcmf
title: Occurrence Download

description: A dataset containing 2804 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-43.97861 -20.1988,-43.93421 -20.1988,-43.93421 -20.15112,-43.97861 -20.15112,-43.97861 -20.1988))",
 "HasCoordinate is true"
 ]
}

 The dataset includes 2804 records from 16 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000611-250121130708018/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.z7ebtt
title: Occurrence Download

description: A dataset containing 767 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Mexico",
 "TaxonKey is Anthephora hermaphrodita (L.) Kuntze"
 ]
}

 The dataset includes 767 records from 69 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000612-250121130708018/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.