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

description: A dataset containing 1575 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Rosa blanda Aiton",
 {
 "or" : [
 "BasisOfRecord is Specimen",
 "BasisOfRecord is Living Specimen"
 ]
 }
 ]
}

 The dataset includes 1575 records from 50 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009052-160526112335914/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.vmu7j7
title: Occurrence Download

description: A dataset containing 9223 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Machine Observation, Human Observation)",
 "Geometry POLYGON((-2.29934 59.46145,-6.77916 59.27738,-9.59711 56.87125,-7.50171 55.91144,-6.20112 55.42242,-5.47857 55.05164,-5.11729 54.55187,-5.11729 53.61949,-5.98435 51.15067,-5.98435 49.58383,-2.08257 50.05004,0.51861 50.46579,2.32499 51.28644,2.75852 53.36156,-2.29934 59.46145))",
 "HasGeospatialIssue is false",
 "TaxonKey is Martes martes (Linnaeus, 1758)",
 "Year 1000-2024"
 ]
}

 The dataset includes 9223 records from 49 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014776-240314170635999/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.sa7beu
title: Occurrence Download

description: A dataset containing 24865 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Medicago falcata 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 24865 records from 223 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0023407-240216155721649/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.uv8xtq
title: Occurrence Download

description: A dataset containing 76 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Hyssopus seravschanicus (Dubj.) Pazij"
 ]
}

 The dataset includes 76 records from 22 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0027471-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.jnv7rt
title: Occurrence Download

description: A dataset containing 3116 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Solanum carolinense L."
 ]
}

 The dataset includes 3116 records from 110 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009052-160623103540712/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.5yybqz
title: Occurrence Download

description: A dataset containing 933 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-100.29543 0.12101,-49.9541 0.12101,-49.9541 39.83165,-100.29543 39.83165,-100.29543 0.12101))",
 "HasGeospatialIssue is false",
 "TaxonKey is Galeocerdo cuvier (Péron & Lesueur, 1822)",
 "Year 2004-2014"
 ]
}

 The dataset includes 933 records from 15 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0013969-240216155721649/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ah38jb
title: Occurrence Download

description: A dataset containing 2266 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 "Continent is Europe",
 "Country is Italy",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Prunus padus L.",
 "Year 1990-2024"
 ]
}

 The dataset includes 2266 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014780-240314170635999/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.asxwa5
title: Occurrence Download

description: A dataset containing 19 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "or" : [
 "BasisOfRecord is Specimen",
 "BasisOfRecord is Human Observation"
 ]
 },
 "Country is Nepal",
 {
 "or" : [
 "License is CC-BY 4.0",
 "License is CC0 1.0",
 "License is CC-BY-NC 4.0"
 ]
 },
 "HasCoordinate is true",
 "TaxonKey is Cutia nipalensis Hodgson, 1837",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 19 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009052-170714134226665/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.txf3gm
title: Occurrence Download

description: A dataset containing 33 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Aidiopsis orophila (Miq.) Ridsdale"
 ]
}

 The dataset includes 33 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0023462-240216155721649/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.fffrva
title: Occurrence Download

description: A dataset containing 25522 species occurrences available in GBIF matching the query:
{
 "and" : [
 "OccurrenceStatus is Present",
 "TaxonKey is Aeshna affinis Vander Linden, 1820"
 ]
}

 The dataset includes 25522 records from 639 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014782-240314170635999/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.4nrid3
title: Occurrence Download

description: A dataset containing 2 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is Field Museum of Natural History (Botany) Seed Plant Collection",
 "TaxonKey is Salvia sordida Benth."
 ]
}

 The dataset includes 2 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009052-171219132708484/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ak93k4
title: Occurrence Download

description: A dataset containing 37 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Hypericum ovalifolium Koidz."
 ]
}

 The dataset includes 37 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0027534-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.u58h9u
title: Occurrence Download

description: A dataset containing 61 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Aconitum hookeri Stapf"
 ]
}

 The dataset includes 61 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0013940-240216155721649/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.bp7we6
title: Occurrence Download

description: A dataset containing 10 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Parnassius bremeri solonensis Bang-Haas, 1927"
 ]
}

 The dataset includes 10 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009053-150615163101818/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.dwn2r9
title: Occurrence Download

description: A dataset containing 21 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Crocus veluchensis Herb.",
 "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 21 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0013913-240216155721649/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.tkgmht
title: Occurrence Download

description: A dataset containing 684 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Cyperus ascocapensis Bauters"
 ]
}

 The dataset includes 684 records from 43 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0017111-240314170635999/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.8blhc5
title: Occurrence Download

description: A dataset containing 11 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Aquila chrysaetos (Linnaeus, 1758)",
 "Country is Romania"
 ]
}

 The dataset includes 11 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009053-151016162008034/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.mu9vu2
title: Occurrence Download

description: A dataset containing 3312 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is one of (Abelmoschus moschatus (L.) Medik.)"
 ]
}

 The dataset includes 3312 records from 196 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0013928-240216155721649/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.d59pqm
title: Occurrence Download

description: A dataset containing 1439 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 "Continent is Europe",
 "Country is Italy",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Anthyllis vulneraria L.",
 "Year 1990-2024"
 ]
}

 The dataset includes 1439 records from 12 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014783-240314170635999/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.nfyerg
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Chlorella saccharophila (W.Krüger) W.Mig., 1907",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "BasisOfRecord is one of (Specimen, Living Specimen, Observation, Human Observation, Machine Observation, Material sample, Literature Occurrence, Material citation, Occurrence evidence)",
 "Geometry POLYGON ((35.628 -23.023,35.6007 -22.9702,35.6007 -23.165,35.628 -23.023))"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0063876-250525065834625/datasets/export for details.
DOI: 10.6084/m9.figshare.29378660.v2
title: Preprocessed combined PBMC dataset for MultiVI tutorial.

description: Preprocessed mudata object used for the MultiVI tutorial. Combines two 10X datasets:<br>https://www.10xgenomics.com/datasets/10-k-human-pbm-cs-multiome-v-1-0-chromium-x-1-standard-2-0-0https://www.10xgenomics.com/datasets/5k_Human_Donor3_PBMC_3p_gem-x
DOI: 10.15468/dl.wxppxg
title: Occurrence Download

description: A dataset containing 891 species occurrences available in GBIF matching the query:
{
 "and" : [
 "EventDate 1910-01-01-1956-01-01",
 "TaxonKey is Picea rubens Sarg."
 ]
}

 The dataset includes 891 records from 108 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0063877-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.jev7hf
title: Occurrence Download

description: A dataset containing 6174 species occurrences available in GBIF matching the query:
{
 "and" : [
 "EventDate 1980-01-01-2026-01-01",
 "TaxonKey is Picea rubens Sarg."
 ]
}

 The dataset includes 6174 records from 141 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0063875-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.6c55q7
title: Occurrence Download

description: A dataset containing 108 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Anthurium buganum Engl."
 ]
}

 The dataset includes 108 records from 26 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0063878-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.vzvb8b
title: Occurrence Download

description: A dataset containing 579 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Steno bredanensis (G.Cuvier, 1828)",
 "HasCoordinate is true",
 "Geometry POLYGON ((-98.05392 3.850193, -49.40613 3.850193, -49.40613 30.8906, -98.05392 30.8906, -98.05392 3.850193))"
 ]
}

 The dataset includes 579 records from 84 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0063880-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.kevpdk
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Chlorella saccharophila (W.Krüger) W.Mig., 1907",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "BasisOfRecord is one of (Specimen, Living Specimen, Observation, Human Observation, Machine Observation, Material sample, Literature Occurrence, Material citation, Occurrence evidence)",
 "Geometry POLYGON ((35.6306 -23.844,35.6007 -23.8125,35.6007 -24.0157,35.6306 -23.844))"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0063879-250525065834625/datasets/export for details.
DOI: 10.15468/dl.p6hpfz
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Pseudostaurosira subconstricta (Grunow) Kulikovskiy & Genkal",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "BasisOfRecord is one of (Specimen, Living Specimen, Observation, Human Observation, Machine Observation, Material sample, Literature Occurrence, Material citation, Occurrence evidence)",
 "Geometry POLYGON ((30.0251 -31.3959,30.5701 -30.7329,30.5701 -28.5786,25.5395 -28.5786,25.5395 -32.9007,28.2048 -32.9007,28.5753 -32.6569,29.4902 -31.7517,30.0251 -31.3959))"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0063882-250525065834625/datasets/export for details.
DOI: 10.15468/dl.cys24c
title: Occurrence Download

description: A dataset containing 39488170 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Human Observation, Specimen)",
 "Continent is Europe",
 "GbifRegion is Europe and Central Asia",
 "License is one of (CC-BY 4.0, CC-BY-NC 4.0)",
 "TaxonKey is one of (Papilionidae, Pieridae, Lycaenidae, Nymphalidae, Hesperiidae, Riodinidae)",
 "Year 1990-2020"
 ]
}

 The dataset includes 39488170 records from 5698 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0063870-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.2bbzse
title: Occurrence Download

description: A dataset containing 323 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is Fungi of Costa Rica (INBio)",
 "TaxonKey is one of (Lactarius Pers., 1797, Lactifluus (Pers.) Roussel)"
 ]
}

 The dataset includes 323 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004833-250127130748423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.14768586
title: Towards detection and understanding of paraglacial landslides in Southern Alaska using surface velocity data and deep learning. Supplementary files

description: Inventory

landslides_southernAK.gpkg

Landslide inventory derived through manual mapping

includes attributes:

landslide_ID: ID

movement_confidence: confidence in active movement

delineation_confidence: confidence of delineation

ident_aerial: identifiability in multispectral satellite imagery

ident_DEM: identifiability in DEM

ident_GSSICB: identifiability in radar coherence

ident_ts: identifiability in multispectral satellite imagery time series

 

Model

mrcnn_landslide_detection_notebook.ipynb

Jupyter notebook for model training and inference

model_weights.h5

Best performing weights from model training, can be used together with mrcnn_landslide notebook

dataset_landslide_detection.zip

Contains normalized tiles and masks for training
DOI: 10.5281/zenodo.14768587
title: Towards detection and understanding of paraglacial landslides in Southern Alaska using surface velocity data and deep learning. Supplementary files

description: Inventory

landslides_southernAK.gpkg

Landslide inventory derived through manual mapping

includes attributes:

landslide_ID: ID

movement_confidence: confidence in active movement

delineation_confidence: confidence of delineation

ident_aerial: identifiability in multispectral satellite imagery

ident_DEM: identifiability in DEM

ident_GSSICB: identifiability in radar coherence

ident_ts: identifiability in multispectral satellite imagery time series

 

Model

mrcnn_landslide_detection_notebook.ipynb

Jupyter notebook for model training and inference

model_weights.h5

Best performing weights from model training, can be used together with mrcnn_landslide notebook

dataset_landslide_detection.zip

Contains normalized tiles and masks for training
DOI: 10.7931/45x2-6y26
title: Genomic data Mahoenui giant wētā
DOI: 10.15468/dl.6af42u
title: Occurrence Download

description: A dataset containing 15640 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Sri Lanka",
 "DatasetKey is EOD – eBird Observation Dataset",
 "IucnRedListCategory is one of (CR, EN, VU)",
 "Year 1960-2025"
 ]
}

 The dataset includes 15640 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004835-250127130748423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.4qqgn5
title: Occurrence Download

description: A dataset containing 1955417 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Araceae",
 "HasCoordinate is true"
 ]
}

 The dataset includes 1955417 records from 4422 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004832-250127130748423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.2f50nm
title: Occurrence Download

description: A dataset containing 7 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Brazil",
 "HasCoordinate is false",
 "TaxonKey is Ophiocordyceps unilateralis (Tul. & C.Tul.) Petch"
 ]
}

 The dataset includes 7 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004842-180131172636756/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.sgzm04
title: Occurrence Download

description: A dataset containing 53 species occurrences available in GBIF matching the query:
{
 "or" : [
 "TaxonKey is Masdevallia amabilis Rchb.f. & Warsz.",
 "TaxonKey is Masdevallia amaluzae Luer & Malo",
 "TaxonKey is Masdevallia andreettana Luer"
 ]
}

 The dataset includes 53 records from 11 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001725-191105090559680/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.syhabn
title: Occurrence Download

description: A dataset containing 782 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "or" : [
 "BasisOfRecord is Material sample",
 "BasisOfRecord is Specimen"
 ]
 },
 "Country is Mexico",
 "TaxonKey is Picramnia antidesma Sw."
 ]
}

 The dataset includes 782 records from 49 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0063346-200221144449610/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.zfr6d4
title: Occurrence Download

description: A dataset containing 37 species occurrences available in GBIF matching the query:
{
 "and" : [
 "OccurrenceStatus is Present",
 "TaxonKey is Torreya jackii Chun"
 ]
}

 The dataset includes 37 records from 16 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0362148-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.rboy99
title: Occurrence Download

description: A dataset containing 36 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "TaxonKey is Calyptrogyne allenii subsp. allenii",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 36 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004842-180508205500799/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.qss23j
title: Occurrence Download

description: A dataset containing 34 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "or" : [
 "Country is Brazil",
 "Country is Colombia"
 ]
 },
 "TaxonKey is Phaeographis dendritica (Ach.) Müll.Arg."
 ]
}

 The dataset includes 34 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0048515-200221144449610/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.0pfea5
title: Occurrence Download

description: A dataset containing 210 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Peltaea riedelii (Gürke) Standl."
 ]
}

 The dataset includes 210 records from 47 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001730-191105090559680/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.