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

description: A dataset containing 40823 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is one of (Azolla caroliniana Willd., Azolla filiculoides Lam., Azolla nilotica Decne.)"
 ]
}

 The dataset includes 40823 records from 889 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008345-241107131044228/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.fgf2kt
title: Occurrence Download

description: A dataset containing 542 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Juncus fauriensis Buchenau"
 ]
}

 The dataset includes 542 records from 50 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0038434-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.snarnd
title: Occurrence Download

description: A dataset containing 10446 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Cuba",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Hymenoptera"
 ]
}

 The dataset includes 10446 records from 38 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003914-240130105604617/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.tnyrwd
title: Occurrence Download

description: A dataset containing 747 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Micrurus mipartitus (Duméril, Bibron & Duméril, 1854)"
 ]
}

 The dataset includes 747 records from 44 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007553-160910150852091/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.czp22w
title: Occurrence Download

description: A dataset containing 16 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Aerides lawrenceae Rchb.f."
 ]
}

 The dataset includes 16 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0017316-240216155721649/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.j473jp
title: Occurrence Download

description: A dataset containing 745 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Laportea ruderalis (G.Forst.) Chew"
 ]
}

 The dataset includes 745 records from 37 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0038531-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ct8qea
title: Occurrence Download

description: A dataset containing 2 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Klasea bornmuelleri (Azn.) Greuter & Wagenitz"
 ]
}

 The dataset includes 2 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0038529-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ebfpls
title: Occurrence Download

description: A dataset containing 408 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Moss sampling in the Windmill Islands and the Vestfold Hills"
 ]
}

 The dataset includes 408 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007553-171124123535762/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.r7me23
title: Occurrence Download

description: A dataset containing 61 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Laportea perrieri Leandri"
 ]
}

 The dataset includes 61 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0038527-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.zzrnqf
title: Occurrence Download

description: A dataset containing 11712 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Dicranopteris"
 ]
}

 The dataset includes 11712 records from 206 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007554-150615163101818/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.j4jhqe
title: Occurrence Download

description: A dataset containing 341052 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Aquila chrysaetos (Linnaeus, 1758)"
 ]
}

 The dataset includes 341052 records from 219 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007554-160311141623029/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.retpqq
title: Occurrence Download

description: A dataset containing 27 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Kitagawia stepposa (Y.H.Huang) Pimenov"
 ]
}

 The dataset includes 27 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0038459-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.bbwhzr
title: Occurrence Download

description: A dataset containing 38 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Kitagawia litoralis (Vorosch. & Gorovoj) Pimenov"
 ]
}

 The dataset includes 38 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0038443-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.jzqkd0
title: Occurrence Download

description: A dataset containing 4538 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Muntingia calabura L."
 ]
}

 The dataset includes 4538 records from 198 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007554-170714134226665/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.12xsdi
title: Occurrence Download

description: A dataset containing 142 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "TaxonKey is Carassius cuvieri Temminck & Schlegel, 1846",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 142 records from 15 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0016549-190918142434337/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.4gzy5p
title: Occurrence Download

description: A dataset containing 879 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-85.26689 12.83371,-85.60285 15.25263,-87.90978 16.10373,-90.66466 17.82833,-92.27728 18.0523,-93.46434 18.0299,-94.51702 17.62675,-95.09935 16.39489,-93.12838 13.81919,-87.52903 12.54254,-85.26689 12.83371))",
 "TaxonKey is Soricidae"
 ]
}

 The dataset includes 879 records from 44 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0038536-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.dwc8la
title: Occurrence Download

description: A dataset containing 14325 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Ceiba Mill."
 ]
}

 The dataset includes 14325 records from 472 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0016551-190918142434337/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.2h7h9j
title: Occurrence Download

description: A dataset containing 59 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Juncus fernandez-carvajaliae Romero Zarco & Arán"
 ]
}

 The dataset includes 59 records from 17 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0038441-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.rpxvbt
title: Occurrence Download

description: A dataset containing 2127250064 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Animalia"
 ]
}

 The dataset includes 2127250064 records from 46480 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004439-240202131308920/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.14712407
title: RADCLIM-Analogs: High-Resolution Gridded Hourly Precipitation dataset for Belgium (1940-2016) Using the Analogue Technique

description: We provide in this database maps at 1 km resolution of the hourly accumulated precipitation over Belgium from 1940 to 2016. We used the analog technique to provide for every day in the past (1940 – 2016) the 25 best analogs selected from the high resolution RMI RADCLIM radar database that is available from 2017 to 2022. The analogs were determined based on ERA5 data from ECMWF.

Please read the LICENSE file for more information on the data licenses.

Citation

If you use this dataset for a publication, please cite the dataset article:



Debrie, E., Demaeyer, J., and Vannitsem, S.: Hourly precipitation series over Belgium based on the Analogue Technique, Earth Syst. Sci. Data Discuss. [preprint], doi:, in review, 2025.


The complete description of the method and performance is provided therein.

Installation

Download the dataset in a given folder, and in a terminal, and still in this folder, enter the following command:    

 unzip RADCLIM-Analogs.zip

This will unpack the dataset. You need at least 15Gb of free space on your disk to perform this operation.

Usage

The database is using Zarr format and is composed of two Zarr archives. One archive contains all target days together with the 25 best analogues. The second one contains all hourly precipitation fields over Belgium from 2017 upon 2022.

To obtain the required fields, the user has to link both Zarr archives. A notebook on how to do this with the Python language is available here: https://github.com/ElkeDebrie/RADCLIM-Analogs.

Note on the coordinate systems used in the dataset

The original RADCLIM product was set on a grid with the Belgian Lambert 2008 used as projection. The product has a spatial resolution of 1 km with each estimate representing the averagedprecipitation on a square of size 1 km.  The product covers an area from 0.3W to 9.7E in longitude and from 47.4N to 53.7N in latitude.

The dataset coordinates x and y are the coordinates on the plane defined by the projection. For convenience, each data points latitude and longitude was also computed and provided in the dataset as latitude and longitude dataset coordinates.

RADCLIM documentation

The original RMI RADCLIM product documentation is available at https://opendata.meteo.be/cases/202107/radclim_userguide.pdf.
DOI: 10.5281/zenodo.14712408
title: RADCLIM-Analogs: High-Resolution Gridded Hourly Precipitation dataset for Belgium (1940-2016) Using the Analogue Technique

description: We provide in this database maps at 1 km resolution of the hourly accumulated precipitation over Belgium from 1940 to 2016. We used the analog technique to provide for every day in the past (1940 – 2016) the 25 best analogs selected from the high resolution RMI RADCLIM radar database that is available from 2017 to 2022. The analogs were determined based on ERA5 data from ECMWF.

Please read the LICENSE file for more information on the data licenses.

Citation

If you use this dataset for a publication, please cite the dataset article:



Debrie, E., Demaeyer, J., and Vannitsem, S.: Hourly precipitation series over Belgium based on the Analogue Technique, Earth Syst. Sci. Data Discuss. [preprint], doi:, in review, 2025.


The complete description of the method and performance is provided therein.

Installation

Download the dataset in a given folder, and in a terminal, and still in this folder, enter the following command:    

 unzip RADCLIM-Analogs.zip

This will unpack the dataset. You need at least 15Gb of free space on your disk to perform this operation.

Usage

The database is using Zarr format and is composed of two Zarr archives. One archive contains all target days together with the 25 best analogues. The second one contains all hourly precipitation fields over Belgium from 2017 upon 2022.

To obtain the required fields, the user has to link both Zarr archives. A notebook on how to do this with the Python language is available here: https://github.com/ElkeDebrie/RADCLIM-Analogs.

Note on the coordinate systems used in the dataset

The original RADCLIM product was set on a grid with the Belgian Lambert 2008 used as projection. The product has a spatial resolution of 1 km with each estimate representing the averagedprecipitation on a square of size 1 km.  The product covers an area from 0.3W to 9.7E in longitude and from 47.4N to 53.7N in latitude.

The dataset coordinates x and y are the coordinates on the plane defined by the projection. For convenience, each data points latitude and longitude was also computed and provided in the dataset as latitude and longitude dataset coordinates.

RADCLIM documentation

The original RMI RADCLIM product documentation is available at https://opendata.meteo.be/cases/202107/radclim_userguide.pdf.
DOI: 10.15468/dl.8kev76
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Quercus undata Trel.)",
 "BasisOfRecord is one of (Human Observation, Observation, Living Specimen)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "Continent is North America"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0015686-250127130748423/datasets/export for details.
DOI: 10.15468/dl.zwe2ac
title: Occurrence Download

description: A dataset containing 24763 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Chamaecyparis formosensis Matsum., Chamaecyparis lawsoniana (A.Murray bis) Parl., Chamaecyparis obtusa (Siebold & Zucc.) Endl., Chamaecyparis pisifera (Siebold & Zucc.) Endl., Chamaecyparis thyoides (L.) Britton, Sterns & Poggenb.)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 24763 records from 489 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0015687-250127130748423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.bfvdar
title: Occurrence Download

description: A dataset containing 839 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-97.45092 -7.92633,-69.35537 -7.92633,-69.35537 3.32367,-97.45092 3.32367,-97.45092 -7.92633))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Rattus rattus (Linnaeus, 1758)"
 ]
}

 The dataset includes 839 records from 29 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0015688-250127130748423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.4mat3j
title: Occurrence Download

description: A dataset containing 18 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Quercus urbani Trel.)",
 "BasisOfRecord is one of (Human Observation, Observation, Living Specimen)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "Continent is North America"
 ]
}

 The dataset includes 18 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0015689-250127130748423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.fd4vdh
title: Occurrence Download

description: A dataset containing 1068 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Heloderma horridum (Wiegmann, 1829)"
 ]
}

 The dataset includes 1068 records from 68 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0015691-250127130748423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.zkmk6w
title: Occurrence Download

description: A dataset containing 2 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Quercus uxoris McVaugh)",
 "BasisOfRecord is one of (Human Observation, Observation, Living Specimen)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "Continent is North America"
 ]
}

 The dataset includes 2 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0015692-250127130748423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.14436621
title: RF Fingerprinting Migration

description: Draft 

The RF Fingerprinting Migration Dataset is uploaded, please refer to the Version 2.
DOI: 10.15468/dl.asjh6h
title: Occurrence Download

description: A dataset containing 7 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-65.25948 -24.9541,-64.76104 -24.9541,-64.76104 -24.57937,-65.25948 -24.57937,-65.25948 -24.9541))",
 "TaxonKey is Petrochelidon pyrrhonota (Vieillot, 1817)"
 ]
}

 The dataset includes 7 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0015693-250127130748423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.13712719
title: Impact of frequent ARID1A mutations on protein stability provides insights into cancer pathogenesis
DOI: 10.5281/zenodo.13712720
title: Impact of frequent ARID1A mutations on protein stability provides insights into cancer pathogenesis
DOI: 10.15468/dl.vkjhab
title: Occurrence Download

description: A dataset listing the 2893629 species recorded in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset's 2893629 records were derived from 61104 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0015672-250127130748423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.rcsrbd
title: Occurrence Download

description: A dataset containing 30186 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Crassula tillaea"
 ]
}

 The dataset includes 30186 records from 607 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0064715-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.13140/rg.2.2.16539.80167
title: Data of the manuscript (Relating Soil-Root Hydraulic Resistance Variation with Stomatal Regulation in the Water Transport Simulation Process)
DOI: 10.13140/rg.2.2.22726.40003
title: Proclaimed Murderers and Criminals from Derajat,Peshawar and Kohat Selected for British
DOI: 10.13140/rg.2.2.16644.65923
title: Data for the Submitted paper “Vertical particle flux and carbon export on the shelf of the Laptev Sea: influence of the riverine discharge and timing of ice retreat”
DOI: 10.13140/rg.2.2.34837.45282
title: Italian Higher Command North Africa
DOI: 10.13140/rg.2.2.24875.98085
title: Instances for "Routing Optimization with Generalized Consistency Requirements"
DOI: 10.13140/rg.2.2.35990.88644
title: Lazer watch for hypertension Dr. Tareq alasadi ‬
DOI: 10.13140/rg.2.2.10077.95205
title: Coronavirus bulletin - 21-04-16
DOI: 10.13140/rg.2.2.33828.19840
title: 8TH ARMY ADVANCE -18TH NOVEMBER 1941-
DOI: 10.15468/dl.gxcae7
title: Occurrence Download

description: A dataset containing 17 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Italy",
 "OccurrenceStatus is Present",
 "TaxonKey is Flavopunctelia flaventior (Stirt.) Hale"
 ]
}

 The dataset includes 17 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0083637-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.rbvdgl
title: Occurrence Download

description: A dataset containing 841 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Monitoring of non-crop plants in organic fields of Mauritius"
 ]
}

 The dataset includes 841 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004357-181003121212138/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.z73d7g
title: Occurrence Download

description: A dataset containing 207 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Cryptogramma sitchensis (Rupr.) T.Moore"
 ]
}

 The dataset includes 207 records from 20 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0033430-191105090559680/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ynxf3t
title: Occurrence Download

description: A dataset containing 1878 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Mexico",
 "HasCoordinate is true",
 "TaxonKey is Dendropanax arboreus (L.) Decne. & Planch.",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 1878 records from 79 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004357-181108115102211/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.