cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.6jrzpn
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Haematopus ostralegus Linnaeus, 1758",
 "Year is 20",
 "Country is Netherlands"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007337-241107131044228/datasets/export for details.
DOI: 10.15468/dl.jwm8gb
title: Occurrence Download

description: A dataset containing 59 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((14.82448 -32.18974,43.60121 -32.18974,43.60121 -20.68398,14.82448 -20.68398,14.82448 -32.18974))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Aloeides dentatis (Swierstra, 1909)"
 ]
}

 The dataset includes 59 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007338-241107131044228/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.myvbp2
title: Occurrence Download

description: A dataset containing 459 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Aeshna viridis Eversmann, 1836",
 "HasCoordinate is true",
 "Year is greater than or equal to 2013",
 "Year is less than or equal to 2018",
 "CoordinateUncertaintyInMeters is less than or equal to 1000"
 ]
}

 The dataset includes 459 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007339-241107131044228/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.7a8rs7
title: Occurrence Download

description: A dataset containing 88 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((10.85277 -34.25579,47.14723 -34.25579,47.14723 -19.74421,10.85277 -19.74421,10.85277 -34.25579))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Chrysoritis aureus (van Son, 1966)"
 ]
}

 The dataset includes 88 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007340-241107131044228/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.bb4rws
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Vanessa atalanta (Linnaeus, 1758)",
 "Year is 20",
 "Country is Netherlands"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007341-241107131044228/datasets/export for details.
DOI: 10.15468/dl.vxterd
title: Occurrence Download

description: A dataset containing 1535590 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Denmark",
 "OccurrenceStatus is Present",
 "CoordinateUncertaintyInMeters is less than 50000",
 "Year is 2014",
 "DecimalLongitude is greater than or equal to 7.0",
 "DecimalLongitude is less than or equal to 15.5",
 "DecimalLatitude is greater than or equal to 54.5",
 "DecimalLatitude is less than or equal to 58.0"
 ]
}

 The dataset includes 1535590 records from 33 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007218-241107131044228/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.auun2v
title: Occurrence Download

description: A dataset containing 486 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Saga pedo (Pallas, 1771)",
 "HasCoordinate is true",
 "Year is greater than or equal to 2013",
 "Year is less than or equal to 2018",
 "CoordinateUncertaintyInMeters is less than or equal to 1000"
 ]
}

 The dataset includes 486 records from 60 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007342-241107131044228/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.fejb6q
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Polyommatus icarus (von Rottemburg, 1775)",
 "Year is 20",
 "Country is Netherlands"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007343-241107131044228/datasets/export for details.
DOI: 10.15468/dl.c92vmq
title: Occurrence Download

description: A dataset containing 71 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((10.35277 -33.25579,46.64723 -33.25579,46.64723 -18.74421,10.35277 -18.74421,10.35277 -33.25579))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Lepidochrysops praeterita Swanepoel, 1963"
 ]
}

 The dataset includes 71 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007344-241107131044228/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.gbtvwg
title: Occurrence Download

description: A dataset containing 2039 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Spain",
 "TaxonKey is Fraxinus excelsior L.",
 "Year 2003-2024"
 ]
}

 The dataset includes 2039 records from 40 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007345-241107131044228/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.8cz84t
title: Occurrence Download

description: A dataset containing 2356 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Zerynthia polyxena (Denis & Schiffermüller), 1775",
 "HasCoordinate is true",
 "Year is greater than or equal to 2013",
 "Year is less than or equal to 2018",
 "CoordinateUncertaintyInMeters is less than or equal to 1000"
 ]
}

 The dataset includes 2356 records from 104 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007346-241107131044228/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.5hec2f
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Pelophylax esculentus (Linnaeus, 1758)",
 "Year is 20",
 "Country is Netherlands"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007347-241107131044228/datasets/export for details.
DOI: 10.15468/dl.8kpskc
title: Occurrence Download

description: A dataset containing 38 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((23.37619 -28.06959,34.40010 -28.06959,34.40010 -23.66191,23.37619 -23.66191,23.37619 -28.06959))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Atelerix frontalis (A.Smith, 1831)"
 ]
}

 The dataset includes 38 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007348-241107131044228/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.5mjdrj
title: Occurrence Download

description: A dataset containing 1285 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Parnassius mnemosyne (Linnaeus, 1758)",
 "HasCoordinate is true",
 "Year is greater than or equal to 2013",
 "Year is less than or equal to 2018",
 "CoordinateUncertaintyInMeters is less than or equal to 1000"
 ]
}

 The dataset includes 1285 records from 76 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007350-241107131044228/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.wzmndj
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Lissotriton vulgaris (Linnaeus, 1758)",
 "Year is 20",
 "Country is Netherlands"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007351-241107131044228/datasets/export for details.
DOI: 10.15468/dl.sbd7jf
title: Occurrence Download

description: A dataset containing 6 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((23.94237 -27.80218,32.11214 -27.80218,32.11214 -24.53567,23.94237 -24.53567,23.94237 -27.80218))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Mystromys albicaudatus (A.Smith, 1834)"
 ]
}

 The dataset includes 6 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007353-241107131044228/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.y2q98f
title: Occurrence Download

description: A dataset containing 986302 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Nepal",
 "OccurrenceStatus is Present",
 "Year 2014-2024"
 ]
}

 The dataset includes 986302 records from 97 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007247-241107131044228/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.15212718
title: DBSCAN 3D Clusters of Heatwaves –  Linguere, Senegal, 1950-2023

description: Science Case Name 



Multi-Hazards in Senegal.





Dataset Name/Title 



DBSCAN 3D Clusters of Heatwaves – Linguere, Senegal, 1950-2023





Dataset Description 



The dataset contains gridded data on heatwaves over Linguere area of Senegal.





Key Methodologies 



Heatwaves were defined as at least 3-day-long events on which daily maximum air temperature exceeded the 95$^{th}$ percentile of the 15-day moving average daily maximum air temperature. Daily maximum air temperature at 2 meters was downloaded from ERA5-Land dataset.

Spatio-temporal DBSCAN was conducted with Python packages st_dbscan https://github.com/eren-ck/st_dbscan (Cakmak et al., 2021). Spatial proximity (epsilon 1) was set to 0.5 (0.5 degree), temporal proximity (epsilon 2) was set to 1.5 (1.5 days); min number of samples was set to 30.

The values in the NetCDF files represent cluster numbers (from 0 to 11), with values -1 (negative 1) representing outliers.

A summary table in CSV represents rows for each cluster with start and end dates, average severity and intensity, and maximum number of affected cells, starting from 1981.





Temporal Domain 



1950–2023, daily





Spatial Domain 



Linguere, Senegal, West Africa

Spatial resolution ca 0.1°x0.1° (EPGS:4326)





Key Variables/Indicators 



Spatio-temporal clusters of heatwave events





Data Format 



netCDF

CSV 





Source Data 



ERA5-Land daily max air temperature





Accessibility 



Zenodo, https://doi.org/10.5281/zenodo.15212719





Stakeholder Relevance 



Identifying and assessing past heatwave events for multi-hazard events monitoring, prediction and preparedness.





Limitations/Assumptions 



The clustering was done over the specified region only.

Each calendar year was clustered independently.





Additional Outputs/information



The dataset access is currently restricted due to pending related publication.





Contact Information 



Egor Prikaziuk (UT-ITC, Faculty of Geo-Information Science and Earth Observation, ITC, University of Twente, the Netherlands)
DOI: 10.5281/zenodo.15212719
title: DBSCAN 3D Clusters of Heatwaves –  Linguere, Senegal, 1950-2023

description: Science Case Name 



Multi-Hazards in Senegal.





Dataset Name/Title 



DBSCAN 3D Clusters of Heatwaves – Linguere, Senegal, 1950-2023





Dataset Description 



The dataset contains gridded data on heatwaves over Linguere area of Senegal.





Key Methodologies 



Heatwaves were defined as at least 3-day-long events on which daily maximum air temperature exceeded the 95$^{th}$ percentile of the 15-day moving average daily maximum air temperature. Daily maximum air temperature at 2 meters was downloaded from ERA5-Land dataset.

Spatio-temporal DBSCAN was conducted with Python packages st_dbscan https://github.com/eren-ck/st_dbscan (Cakmak et al., 2021). Spatial proximity (epsilon 1) was set to 0.5 (0.5 degree), temporal proximity (epsilon 2) was set to 1.5 (1.5 days); min number of samples was set to 30.

The values in the NetCDF files represent cluster numbers (from 0 to 11), with values -1 (negative 1) representing outliers.

A summary table in CSV represents rows for each cluster with start and end dates, average severity and intensity, and maximum number of affected cells, starting from 1981.





Temporal Domain 



1950–2023, daily





Spatial Domain 



Linguere, Senegal, West Africa

Spatial resolution ca 0.1°x0.1° (EPGS:4326)





Key Variables/Indicators 



Spatio-temporal clusters of heatwave events





Data Format 



netCDF

CSV 





Source Data 



ERA5-Land daily max air temperature





Accessibility 



Zenodo, https://doi.org/10.5281/zenodo.15212719





Stakeholder Relevance 



Identifying and assessing past heatwave events for multi-hazard events monitoring, prediction and preparedness.





Limitations/Assumptions 



The clustering was done over the specified region only.

Each calendar year was clustered independently.





Additional Outputs/information



The dataset access is currently restricted due to pending related publication.





Contact Information 



Egor Prikaziuk (UT-ITC, Faculty of Geo-Information Science and Earth Observation, ITC, University of Twente, the Netherlands)
DOI: 10.15468/dl.9esc7v
title: Occurrence Download

description: A dataset containing 7481 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Costa Rica",
 "OccurrenceStatus is Present",
 "TaxonKey is Primates"
 ]
}

 The dataset includes 7481 records from 28 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0187938-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.chdmbr
title: Occurrence Download

description: A dataset containing 17343 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Betula alleghaniensis Britton",
 "OccurrenceStatus is Present"
 ]
}

 The dataset includes 17343 records from 220 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0266227-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.xppgm9
title: Occurrence Download

description: A dataset containing 18 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Lymantria minomonis",
 "HasCoordinate is true",
 "Country is Japan",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 18 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0202633-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.48bkru
title: Occurrence Download

description: A dataset containing 50 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Athyma selenophora Kollar, 1848",
 "HasCoordinate is true",
 "Country is Japan",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 50 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0209638-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.b5ay54
title: Occurrence Download

description: A dataset containing 9568 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Xiphinema Cobb, 1913"
 ]
}

 The dataset includes 9568 records from 33 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007312-240425142415019/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.p3nqwr
title: Occurrence Download

description: A dataset containing 1520 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Herbario del Museo Municipal de Historia Natural de San Rafael (MMHNSR), Mendoza. Argentina"
 ]
}

 The dataset includes 1520 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0234607-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.m4vqy3
title: Occurrence Download

description: A dataset containing 3 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Herpetogramma ochrimaculalis South, 1901",
 "HasCoordinate is true",
 "Country is Japan",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 3 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0209651-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.abmgac
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Strangaliella shikokensis Hayashi, 1976",
 "HasCoordinate is true",
 "Country is Japan",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0209711-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.yj8hey
title: Occurrence Download

description: A dataset containing 114074 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((172.00619 -40.25024,174.72299 -40.25024,174.72299 -39.16352,172.00619 -39.16352,172.00619 -40.25024))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present"
 ]
}

 The dataset includes 114074 records from 179 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006621-230530130749713/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.cby49a
title: Occurrence Download

description: A dataset containing 189715 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Aptenodytes patagonicus J.F.Miller, 1778",
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "BasisOfRecord is one of (Human Observation, Observation, Machine Observation)",
 "DecimalLatitude is less than 10",
 "DecimalLongitude is greater than -180",
 "OccurrenceStatus is Present",
 "Year is greater than or equal to 1950",
 "Year is less than or equal to 2023"
 ]
}

 The dataset includes 189715 records from 36 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0259342-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.4ht85z
title: Occurrence Download

description: A dataset containing 6 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Altica viridicyanea (Baly) Baly",
 "HasCoordinate is true",
 "Country is Japan",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 6 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0209792-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.hqgp24
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Luciola owadai Satô & Kimura, 1994",
 "HasCoordinate is true",
 "Country is Japan",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0209783-220831081235567/datasets/export for details.
DOI: 10.15468/dl.u2pke8
title: Occurrence Download

description: A dataset containing 43710 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Mortierella rishikesha B.S.Mehrotra & B.R.Mehrotra"
 ]
}

 The dataset includes 43710 records from 13 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010151-230918134249559/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.gxnb9m
title: Occurrence Download

description: A dataset containing 56 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Sybra subfasciata subfasciata",
 "HasCoordinate is true",
 "Country is Japan",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 56 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0209787-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.u95hdx
title: Occurrence Download

description: A dataset containing 30 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Lithobates pueblae (Zweifel, 1955)"
 ]
}

 The dataset includes 30 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004976-231120084113126/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.nyprea
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Chorthippus nakazimai Furukawa, 1950",
 "HasCoordinate is true",
 "Country is Japan",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0210018-220831081235567/datasets/export for details.
DOI: 10.15468/dl.85zgns
title: Occurrence Download

description: A dataset containing 11 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Gymnema montanum (Roxb.) Hook.fil."
 ]
}

 The dataset includes 11 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0234627-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.477hgk
title: Occurrence Download

description: A dataset containing 579 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Leptidea morsei Fenton, 1881",
 "HasCoordinate is true",
 "Country is Japan",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 579 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0209643-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.