cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.fmmrk2
title: Occurrence Download

description: A dataset containing 264 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Oxera neriifolia",
 "HasCoordinate is true",
 "BasisOfRecord is one of (Specimen)"
 ]
}

 The dataset includes 264 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0018489-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.wwqcd2
title: Occurrence Download

description: A dataset containing 942 species occurrences available in GBIF matching the query:
{
 "and" : [
 "OccurrenceStatus is Present",
 "TaxonKey is Acis longifolia"
 ]
}

 The dataset includes 942 records from 54 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0018491-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ztmhtu
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is TRUE",
 "HasGeospatialIssue is FALSE",
 "TaxonKey is Mesoplodon bowdoini",
 "Year is greater than or equal to 2010",
 "Year is less than or equal to 2025"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0018492-260208012135463/datasets/export for details.
DOI: 10.5281/zenodo.18634500
title: Dataset 2
DOI: 10.5281/zenodo.18634501
title: Dataset 2
DOI: 10.15468/dl.caw34m
title: Occurrence Download

description: A dataset containing 11 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is TRUE",
 "HasGeospatialIssue is FALSE",
 "TaxonKey is Mesoplodon carlhubbsi",
 "Year is greater than or equal to 2010",
 "Year is less than or equal to 2025"
 ]
}

 The dataset includes 11 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0018493-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ataa7b
title: Occurrence Download

description: A dataset containing 432 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is TRUE",
 "HasGeospatialIssue is FALSE",
 "TaxonKey is Mesoplodon densirostris",
 "Year is greater than or equal to 2010",
 "Year is less than or equal to 2025"
 ]
}

 The dataset includes 432 records from 53 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0018494-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.mjk4et
title: Occurrence Download

description: A dataset containing 37 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Calliandra longipedicellata",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is Fossil"
 ]
 }
 }
 ]
}

 The dataset includes 37 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0018495-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.48b8ev
title: Occurrence Download

description: A dataset containing 79 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Oxera pulchella",
 "HasCoordinate is true",
 "BasisOfRecord is one of (Specimen)"
 ]
}

 The dataset includes 79 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0018496-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.9hugzh
title: Occurrence Download

description: A dataset containing 1480410 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Waarnemingen.be - Non-native plant occurrences in Flanders and the Brussels Capital Region, Belgium"
 ]
}

 The dataset includes 1480410 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0018478-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.3szh75
title: Occurrence Download

description: A dataset containing 7832 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Anopheles minimus"
 ]
}

 The dataset includes 7832 records from 16 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0018498-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.zmwpaj
title: Occurrence Download

description: A dataset containing 7 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is TRUE",
 "HasGeospatialIssue is FALSE",
 "TaxonKey is Mesoplodon eueu",
 "Year is greater than or equal to 2010",
 "Year is less than or equal to 2025"
 ]
}

 The dataset includes 7 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0018499-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.qvnn7e
title: Occurrence Download

description: A dataset containing 164 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is TRUE",
 "HasGeospatialIssue is FALSE",
 "TaxonKey is Mesoplodon europaeus",
 "Year is greater than or equal to 2010",
 "Year is less than or equal to 2025"
 ]
}

 The dataset includes 164 records from 29 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0018500-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.w75d94
title: Occurrence Download

description: A dataset containing 40 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is TRUE",
 "HasGeospatialIssue is FALSE",
 "TaxonKey is Mesoplodon ginkgodens",
 "Year is greater than or equal to 2010",
 "Year is less than or equal to 2025"
 ]
}

 The dataset includes 40 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0018501-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.18642512
title: Genome-wide association study identifies OsWRKY102 as a positive regulator of culm mechanical strength in rice

description: The file with ".stat.gz" are results of PopLDdecay.

2022lodge.vcf.gz, 2022lodge.map, BDRtrait.xlsx are the input file of GWAS.

2022wanlodge.p_dis.nwk is the result of VCF2Dis.

Files with "2022wanlodge_pca" are the result of PCA. 

GWAS_result is the original results of GAPIT GWAS of BDR3 and BDR4.
DOI: 10.5281/zenodo.18642511
title: Genome-wide association study identifies OsWRKY102 as a positive regulator of culm mechanical strength in rice

description: The file with ".stat.gz" are results of PopLDdecay.

2022lodge.vcf.gz, 2022lodge.map, BDRtrait.xlsx are the input file of GWAS.

2022wanlodge.p_dis.nwk is the result of VCF2Dis.

Files with "2022wanlodge_pca" are the result of PCA. 

GWAS_result is the original results of GAPIT GWAS of BDR3 and BDR4.
DOI: 10.15468/dl.qdzdsf
title: Occurrence Download

description: A dataset containing 485 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Paraphlomis javanica",
 "HasCoordinate is true",
 "BasisOfRecord is one of (Specimen)"
 ]
}

 The dataset includes 485 records from 24 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0018502-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.efhtsu
title: Occurrence Download

description: A dataset containing 995 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Crotalaria longirostrata",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is Fossil"
 ]
 }
 }
 ]
}

 The dataset includes 995 records from 77 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0018503-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.h827ar
title: Occurrence Download

description: A dataset containing 942 species occurrences available in GBIF matching the query:
{
 "and" : [
 "OccurrenceStatus is Present",
 "TaxonKey is Acis longifolia"
 ]
}

 The dataset includes 942 records from 54 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0018504-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.uz6ry8
title: Occurrence Download

description: A dataset containing 79 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is TRUE",
 "HasGeospatialIssue is FALSE",
 "TaxonKey is Mesoplodon grayi",
 "Year is greater than or equal to 2010",
 "Year is less than or equal to 2025"
 ]
}

 The dataset includes 79 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0018505-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.kf3zu9
title: Occurrence Download

description: A dataset containing 3 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is TRUE",
 "HasGeospatialIssue is FALSE",
 "TaxonKey is Mesoplodon hectori",
 "Year is greater than or equal to 2010",
 "Year is less than or equal to 2025"
 ]
}

 The dataset includes 3 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0018506-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.5a78yk
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is TRUE",
 "HasGeospatialIssue is FALSE",
 "TaxonKey is Mesoplodon hotaula",
 "Year is greater than or equal to 2010",
 "Year is less than or equal to 2025"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0018507-260208012135463/datasets/export for details.
DOI: 10.15468/dl.gfufcf
title: Occurrence Download

description: A dataset containing 72451 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Bathyporeia",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 72451 records from 307 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0018454-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.xpxx5x
title: Occurrence Download

description: A dataset containing 4543 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Perilla frutescens",
 "HasCoordinate is true",
 "BasisOfRecord is one of (Specimen)"
 ]
}

 The dataset includes 4543 records from 178 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0018508-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.5fs7wm
title: Occurrence Download

description: A dataset containing 180 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Lupinus exaltatus",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is Fossil"
 ]
 }
 }
 ]
}

 The dataset includes 180 records from 35 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0018509-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.kzg4ey
title: Occurrence Download

description: A dataset containing 79 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is TRUE",
 "HasGeospatialIssue is FALSE",
 "TaxonKey is Mesoplodon layardii",
 "Year is greater than or equal to 2010",
 "Year is less than or equal to 2025"
 ]
}

 The dataset includes 79 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0018510-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.3886/e245307
title: Lagos University Teaching Hospital Idi-Araba 2026/2027 INTERNSHIP/HOUSEMANSHIP Form Is Out call 09032974622

description: Lagos University Teaching Hospital
Idi-Araba 2026/2027 INTERNSHIP/HOUSEMANSHIP Form Is Out call 09032974622 for more details on how to apply and register online. The Management of the hospital hereby inform the general public on the sales of the Admission internship form for doctors, pharmacy, nurses, lab scientist and other medical related Programme. contact the Admin. Dr(Mrs) GRACE on 09032974622 for more details on how to purchase the form before the closing date.
DOI: 10.15468/dl.hqkjcz
title: Occurrence Download

description: A dataset containing 61 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is TRUE",
 "HasGeospatialIssue is FALSE",
 "TaxonKey is Mesoplodon mirus",
 "Year is greater than or equal to 2010",
 "Year is less than or equal to 2025"
 ]
}

 The dataset includes 61 records from 15 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0018511-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.86re8v
title: Occurrence Download

description: A dataset containing 4 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is TRUE",
 "HasGeospatialIssue is FALSE",
 "TaxonKey is Mesoplodon perrini",
 "Year is greater than or equal to 2010",
 "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/0018512-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.newbjn
title: Occurrence Download

description: A dataset containing 1 records in GBIF matching the query:
SELECT
 GBIF_EUROSTATCODE(100000, CAST('45.28043' AS DOUBLE), CAST('16.84088' AS DOUBLE), 1000.0) col1,
 GBIF_EUROSTATCODE(50000, CAST('45.28043' AS DOUBLE), CAST('16.84088' AS DOUBLE), 1000.0) col2,
 GBIF_EUROSTATCODE(20000, CAST('45.28043' AS DOUBLE), CAST('16.84088' AS DOUBLE), 1000.0) col3,
 GBIF_EUROSTATCODE(10000, CAST('45.28043' AS DOUBLE), CAST('16.84088' AS DOUBLE), 1000.0) col4,
 GBIF_EUROSTATCODE(5000, CAST('45.28043' AS DOUBLE), CAST('16.84088' AS DOUBLE), 1000.0) col5,
 GBIF_EUROSTATCODE(2000, CAST('45.28043' AS DOUBLE), CAST('16.84088' AS DOUBLE), 1000.0) col6,
 GBIF_EUROSTATCODE(1000, CAST('45.28043' AS DOUBLE), CAST('16.84088' AS DOUBLE), 1000.0) col7
FROM
 occurrence
WHERE
 occurrence.datasetkey = 'f4f26f09-319c-4068-9442-f6832df8365c'
LIMIT 1

 The dataset's 1 records were derived from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0018497-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.3apaet
title: Occurrence Download

description: A dataset containing 65 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Peronema canescens",
 "HasCoordinate is true",
 "BasisOfRecord is one of (Specimen)"
 ]
}

 The dataset includes 65 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0018514-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.9rsnsc
title: Occurrence Download

description: A dataset containing 262 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Mimosa galeottii",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is Fossil"
 ]
 }
 }
 ]
}

 The dataset includes 262 records from 33 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0018515-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.w4drg5
title: Occurrence Download

description: A dataset containing 4 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is TRUE",
 "HasGeospatialIssue is FALSE",
 "TaxonKey is Mesoplodon peruvianus",
 "Year is greater than or equal to 2010",
 "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/0018516-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.zzgadu
title: Occurrence Download

description: A dataset containing 336781 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Living Specimen, Specimen, Human Observation, Occurrence evidence)",
 "OccurrenceStatus is Present",
 "TaxonKey is Vitis"
 ]
}

 The dataset includes 336781 records from 1677 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0018455-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.4zb5qm
title: Occurrence Download

description: A dataset containing 49729 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Human Observation, Specimen)",
 "DatasetKey is one of (EOD – eBird Observation Dataset, iNaturalist Research-grade Observations, Observation.org, Nature data from around the World, Royal Botanic Gardens, Kew - Herbarium Specimens, Naturalis Biodiversity Center (NL) - Botany, Naturalis Biodiversity Center (NL) - Lepidoptera)",
 "Geometry POLYGON((138.51544 -1.48036,137.93457 -2.19638,138.67033 -3.2794,140.27738 -3.91709,140.97442 -3.91709,141.10995 -2.17703,140.34254 -1.971,138.51544 -1.48036))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year 1980-2024"
 ]
}

 The dataset includes 49729 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010671-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.54my6a
title: Occurrence Download

description: A dataset containing 918 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Records of flora and fauna mainly from Left-Bank Ukraine made in 2023"
 ]
}

 The dataset includes 918 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010673-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.t6npvr
title: Occurrence Download

description: A dataset containing 86 records in GBIF matching the query:
SELECT
 kingdom,
 kingdomkey,
 phylum,
 phylumkey,
 class,
 classkey,
 "order",
 orderkey,
 family,
 familykey,
 genus,
 genuskey,
 species,
 specieskey,
 "year",
 IF(ISNULL(kingdomkey), NULL, SUM(COUNT(*)) OVER (
 PARTITION BY kingdomkey, "year")) kingdomcount,
 IF(ISNULL(phylumkey), NULL, SUM(COUNT(*)) OVER (
 PARTITION BY phylumkey, "year")) phylumcount,
 IF(ISNULL(classkey), NULL, SUM(COUNT(*)) OVER (
 PARTITION BY classkey, "year")) classcount,
 IF(ISNULL(orderkey), NULL, SUM(COUNT(*)) OVER (
 PARTITION BY orderkey, "year")) ordercount,
 IF(ISNULL(familykey), NULL, SUM(COUNT(*)) OVER (
 PARTITION BY familykey, "year")) familycount,
 IF(ISNULL(genuskey), NULL, SUM(COUNT(*)) OVER (
 PARTITION BY genuskey, "year")) genuscount,
 COUNT(*) occurrences,
 MIN(GBIF_TEMPORALUNCERTAINTY(eventdate, eventtime)) mintemporaluncertainty,
 MIN(COALESCE(coordinateuncertaintyinmeters, 1000)) mincoordinateuncertaintyinmeters
FROM
 occurrence
WHERE
 (CAST(occurrence.taxonkey AS INTEGER) = 2965754 OR CAST(occurrence.acceptedtaxonkey AS INTEGER) = 2965754 OR CAST(occurrence.kingdomkey AS INTEGER) = 2965754 OR CAST(occurrence.phylumkey AS INTEGER) = 2965754 OR CAST(occurrence.classkey AS INTEGER) = 2965754 OR CAST(occurrence.orderkey AS INTEGER) = 2965754 OR CAST(occurrence.familykey AS INTEGER) = 2965754 OR CAST(occurrence.genuskey AS INTEGER) = 2965754 OR CAST(occurrence.specieskey AS INTEGER) = 2965754)
 AND occurrence.hasgeospatialissues = FALSE
 AND NOT GBIF_STRINGARRAYCONTAINS(occurrence.issue, 'TAXON_MATCH_FUZZY', TRUE)
 AND (occurrence.distancefromcentroidinmeters &gt;= 2000.0 OR occurrence.distancefromcentroidinmeters IS NULL)
 AND NOT occurrence.basisofrecord IN ('FOSSIL_SPECIMEN', 'LIVING_SPECIMEN')
 AND occurrence.occurrencestatus = 'PRESENT'
 AND (occurrence.specieskey IS NOT NULL AND occurrence."year" IS NOT NULL)
GROUP BY
 occurrence.kingdom,
 occurrence.kingdomkey,
 occurrence.phylum,
 occurrence.phylumkey,
 occurrence.class,
 occurrence.classkey,
 occurrence."order",
 occurrence.orderkey,
 occurrence.family,
 occurrence.familykey,
 occurrence.genus,
 occurrence.genuskey,
 occurrence.species,
 occurrence.specieskey,
 occurrence."year"

 The dataset's 86 records were derived from 31 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010666-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17069738
title: Hérault Fire Risk Dataset

description: Fire Weather and Risk Dataset for Hérault, France (2020–2025)

This dataset provides daily meteorological and fire risk data for the department of Hérault in southern France, covering the years 2020 to 2025. It integrates:



Meteorological variables (from SAFRAN-SMI)

Fire danger index (IFM) and derived fire risk indicators

Soil moisture and water balance variables (e.g., SWI, ETP, etc.)

Commune-level metadata (INSEE code, name, coordinates)

Historical fire occurrences from the BDIFF database


The data is intended to support modeling and evaluation of daily fire danger risk and can serve as a benchmark for machine learning models.
DOI: 10.15468/dl.89tdvu
title: Occurrence Download

description: A dataset containing 48 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Barbodes sellifer",
 "Country is Singapore",
 "OccurrenceStatus is Present",
 "EventDate is 1800,2026"
 ]
}

 The dataset includes 48 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010674-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.