cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.890bed
title: Occurrence Download

description: A dataset containing 78 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is United States of America",
 {
 "or" : [
 "Issue is Geodetic datum assumed WGS84",
 "Issue is Coordinate rounded",
 "Issue is Country derived from coordinates"
 ]
 },
 "TaxonKey is Pinus serotina Michx."
 ]
}

 The dataset includes 78 records from 13 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0026417-181108115102211/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.9pv2hz
title: Occurrence Download

description: A dataset containing 3469 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is United Kingdom of Great Britain and Northern Ireland",
 "TaxonKey is Streptopelia turtur (Linnaeus, 1758)",
 "Year 2003-2003"
 ]
}

 The dataset includes 3469 records from 19 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0152332-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.nf6cmf
title: Occurrence Download

description: A dataset containing 1 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 Chrotomys sibuyanensis Rickart, Heaney, Goodman & Jansa, 2005"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0067087-240229165702484/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.aazsg7
title: Occurrence Download

description: A dataset containing 4660 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is United States of America",
 "HasCoordinate is true",
 "TaxonKey is Acer rubrum L.",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 4660 records from 41 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0026422-180508205500799/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.veh4am
title: Occurrence Download

description: A dataset containing 607785 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "or" : [
 "BasisOfRecord is Specimen",
 "BasisOfRecord is Human Observation"
 ]
 },
 "CoordinateUncertaintyInMeters 0.0-97.0",
 "Elevation 500.0-8014.0m",
 "Geometry POLYGON((-180 -90,180 -90,180 -23.437,-180 -23.437,-180 -90))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "IsInCluster is false",
 {
 "or" : [
 "Issue is Geodetic datum assumed WGS84",
 "Issue is Coordinate rounded",
 "Issue is Coordinate reprojected",
 "Issue is Collection match fuzzy",
 "Issue is Institution match fuzzy",
 "Issue is Country derived from coordinates",
 "Issue is Type status invalid",
 "Issue is Occurrence status inferred from individual count",
 "Issue is Collection match none",
 "Issue is Institution match none"
 ]
 },
 "OccurrenceStatus is Present",
 "TaxonKey is Magnoliopsida"
 ]
}

 The dataset includes 607785 records from 19 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0187049-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.6z8qnm
title: Occurrence Download

description: A dataset containing 198 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Campanula isophylla Moretti"
 ]
}

 The dataset includes 198 records from 43 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0067092-240229165702484/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.3vxhvp
title: Occurrence Download

description: A dataset containing 100 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 Herpestes naso de Winton, 1901"
 ]
}

 The dataset includes 100 records from 12 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0068170-240229165702484/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.8yhg3v
title: Occurrence Download

description: A dataset containing 1037 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "or" : [
 "PublishingCountry is Colombia",
 {
 "and" : [
 "Country is Colombia",
 {
 "not" : {
 "Issue" : [
 "is Country coordinate mismatch"
 ]
 }
 }
 ]
 }
 ]
 },
 {
 "and" : [
 "Elevation 440-620m",
 "StateProvince is one of (huila, huila dept., huila department, huila dept, huila depto.)",
 "TaxonKey is one of (Aves)"
 ]
 }
 ]
}

 The dataset includes 1037 records from 11 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0144062-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.6w3523
title: Occurrence Download

description: A dataset containing 1921 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 Ochrotomys nuttalli (Harlan, 1832)"
 ]
}

 The dataset includes 1921 records from 48 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0068173-240229165702484/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.9jgqza
title: Occurrence Download

description: A dataset containing 19 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Anguloa brevilabris Rolfe"
 ]
}

 The dataset includes 19 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0144063-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.upsbkv
title: Occurrence Download

description: A dataset containing 306 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is UWIZM Amphibians"
 ]
}

 The dataset includes 306 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010639-210819072339941/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.8yk6x6
title: Occurrence Download

description: A dataset containing 3491 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is New Zealand",
 "Geometry POLYGON((174.5013427734375 -40.0506591796875,175.3033447265625 -40.0506591796875,175.3033447265625 -38.7762451171875,174.5013427734375 -38.7762451171875,174.5013427734375 -40.0506591796875))",
 {
 "or" : [
 "DatasetKey is NZ National Vegetation Survey occurrence data",
 "DatasetKey is iNaturalist Research-grade Observations",
 "DatasetKey is New Zealand Biodiversity Recording Network"
 ]
 },
 "HasCoordinate is true",
 "TaxonKey is Myrtaceae",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 3491 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0026418-180131172636756/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ba737h
title: Occurrence Download

description: A dataset containing 89 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Bulbophyllum oxychilum Schltr."
 ]
}

 The dataset includes 89 records from 21 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0070195-240229165702484/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.tfkosg
title: Occurrence Download

description: A dataset containing 2202 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-104.47586 23.91848,-104.20395 23.91848,-104.20395 24.10915,-104.47586 24.10915,-104.47586 23.91848))",
 "HasCoordinate is true",
 "TaxonKey is Animalia",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 2202 records from 35 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0026418-180508205500799/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.xhyu25
title: Occurrence Download

description: A dataset containing 2 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Bernardia pooleae Lundell"
 ]
}

 The dataset includes 2 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0144064-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.kjaefm
title: Occurrence Download

description: A dataset containing 668 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Thripophaga macroura (Wied-Neuwied, 1821)"
 ]
}

 The dataset includes 668 records from 22 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0042987-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.pshv8w
title: Occurrence Download

description: A dataset containing 72 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Dendrocalamus sikkimensis Gamble ex Oliv."
 ]
}

 The dataset includes 72 records from 13 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0022260-240314170635999/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.zk4azu
title: Occurrence Download

description: A dataset containing 5 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "TaxonKey is Rhynchocyon udzungwensis Rathbun & Rovero, 2008",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 5 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0026418-190415153152247/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.qynfot
title: Occurrence Download

description: A dataset containing 131 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "TaxonKey is Cenchrus pauciflorus Benth.",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 131 records from 28 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0041421-191105090559680/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.thhdgl
title: Occurrence Download

description: A dataset containing 55674 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Danaus plexippus (Linnaeus, 1758)"
 ]
}

 The dataset includes 55674 records from 162 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0026419-180131172636756/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.p7v9cx
title: Occurrence Download

description: A dataset containing 59012 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Daphne gnidium L."
 ]
}

 The dataset includes 59012 records from 308 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0022265-240314170635999/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.mdujkv
title: Occurrence Download

description: A dataset containing 31 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Minuca marguerita"
 ]
}

 The dataset includes 31 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0045364-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.sj6ujy
title: Occurrence Download

description: A dataset containing 37378 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Hyphantria cunea"
 ]
}

 The dataset includes 37378 records from 133 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0045365-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.7f9cfe
title: Occurrence Download

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

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0045366-250827131500795/datasets/export for details.
DOI: 10.15468/dl.csu9em
title: Occurrence Download

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

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0045367-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.4qcfm3
title: Occurrence Download

description: A dataset containing 2 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is Asia",
 "Country is China",
 "Issue is Geodetic datum assumed WGS84",
 "OccurrenceStatus is Present",
 "TaxonKey is Atrophaneura zaleucus",
 "Year 1950-2025"
 ]
}

 The dataset includes 2 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0045368-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.8jkb37
title: Occurrence Download

description: A dataset containing 89 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Anostomus anostomus)",
 "BasisOfRecord is one of (Specimen, Literature Occurrence, Human Observation, Observation)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1991",
 "Year is less than or equal to 2025"
 ]
}

 The dataset includes 89 records from 14 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0045369-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.3umc8f
title: Occurrence Download

description: A dataset containing 43 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Phyllanthus debilis",
 "Country is Japan",
 "HasCoordinate is true"
 ]
}

 The dataset includes 43 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0045370-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17077136
title: LEMURS-ds3 dataset: Large-scale ElectroMagnetic Universal Representation of Showers with higher granularity

description: This dataset (LEMURS-ds3) is a follow-up of LEMURS dataset, but using a single detector (Par04 SiW), but with a higher granularity. The structure of the dataset is identical to LEMURS, with the dimension of Universal Representation of Showers changed from (R,Phi,Z) = (9,16,45) to (R,Phi,Z)=(18, 50, 45). This means that radially the voxels are twice smaller, and in azimuthal angle the full 2*pi is divided by 50 instead of 16 voxels.

This granularity is an equivalent of CaloChallenge dataset3 (hence the name). The same detector was used in both cases, here photon showers are presented, and in a much larger scale (1 million showers) and much wider region of the detector (theta, phi).

The structure of the HDF5 file is as follows:




Dataset name
Shape
Description


incident_energy
(S)
Incident particle energy


incident_phi
(S)
Incident azimuthal angle


incident_theta
(S)
Incident polar angle


showers
(S,R,Phi,Z)=(S,18,50,45)
Showers in Unified Representation Grid




10 files of the training datasets contain 100k showers each (initiated by incident photons).

The zip archive contains additionally 2 discrete testing datasets (`testing/`) with 1k showers that may be used for final validation, with validation plots as described in detail for LEMURS dataset in its description on arXiV within `plots/` directory (both for testing and training datasets).
DOI: 10.5281/zenodo.17077137
title: LEMURS-ds3 dataset: Large-scale ElectroMagnetic Universal Representation of Showers with higher granularity

description: This dataset (LEMURS-ds3) is a follow-up of LEMURS dataset, but using a single detector (Par04 SiW), but with a higher granularity. The structure of the dataset is identical to LEMURS, with the dimension of Universal Representation of Showers changed from (R,Phi,Z) = (9,16,45) to (R,Phi,Z)=(18, 50, 45). This means that radially the voxels are twice smaller, and in azimuthal angle the full 2*pi is divided by 50 instead of 16 voxels.

This granularity is an equivalent of CaloChallenge dataset3 (hence the name). The same detector was used in both cases, here photon showers are presented, and in a much larger scale (1 million showers) and much wider region of the detector (theta, phi).

The structure of the HDF5 file is as follows:




Dataset name
Shape
Description


incident_energy
(S)
Incident particle energy


incident_phi
(S)
Incident azimuthal angle


incident_theta
(S)
Incident polar angle


showers
(S,R,Phi,Z)=(S,18,50,45)
Showers in Unified Representation Grid




10 files of the training datasets contain 100k showers each (initiated by incident photons).

The zip archive contains additionally 2 discrete testing datasets (`testing/`) with 1k showers that may be used for final validation, with validation plots as described in detail for LEMURS dataset in its description on arXiV within `plots/` directory (both for testing and training datasets).
DOI: 10.17026/dans-xny-ye8w
title: Javanen in Diaspora, interview met Toekimin Sowirono

description: &lt;p&gt;Een samenvatting van dit interview ontbreekt.&lt;/p&gt;
description: Date Submitted: 2012-01-09
description: &lt;p&gt;De datum waarop het interview is afgenomen, is niet bekend.&lt;/p&gt;
DOI: 10.15468/dl.sume3u
title: Occurrence Download

description: A dataset containing 5 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Phyllanthus debilis",
 "Country is Malaysia",
 "HasCoordinate is true"
 ]
}

 The dataset includes 5 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0045371-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.kzqtpp
title: Occurrence Download

description: A dataset containing 132138 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Eleocharis"
 ]
}

 The dataset includes 132138 records from 893 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0045336-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.t29sn8
title: Occurrence Download

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

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0045374-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.fg5eqg
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Phyllanthus debilis",
 "Country is Marshall Islands",
 "HasCoordinate is true"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0045373-250827131500795/datasets/export for details.
DOI: 10.15468/dl.fp4777
title: Occurrence Download

description: A dataset containing 4 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Noturus crypticus)",
 "BasisOfRecord is one of (Specimen, Literature Occurrence, Human Observation, Observation)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1991",
 "Year is less than or equal to 2025"
 ]
}

 The dataset includes 4 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0045376-250827131500795/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/13007797
title: UKT PTN Indonesia - S1, D4, D3
DOI: 10.15468/dl.yp29bv
title: Occurrence Download

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

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0045377-250827131500795/datasets/export for details.
DOI: 10.6084/m9.figshare.30085189
title: llama for spatial application data recommendation

description: This is a dataset and code for fine-tuning large language models for spatial application data recommendation.
DOI: 10.6084/m9.figshare.30085189.v1
title: llama for spatial application data recommendation

description: This is a dataset and code for fine-tuning large language models for spatial application data recommendation.