cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.6084/m9.figshare.31375855.v1
title: Dataset for: Predicting Anthropogenic Wildfire Occurrence Using Explainable Machine Learning Models: A Nationwide Case Study of South Korea

description: This repository contains the dataset used in the study:<br>“Predicting Anthropogenic Wildfire Occurrence Using Explainable Machine Learning Models: A Nationwide Case Study of South Korea.”<br><br>The dataset includes the final machine learning dataset (ML_fire_dataset.csv) and the geospatial wildfire occurrence dataset (fire_points_5186_public.gpkg) used for model training, validation, and spatial analysis.<br><br>ML_fire_dataset.csv contains wildfire occurrence labels and all explanatory variables used in the machine learning models, including climatic, topographic, environmental, and human accessibility variables.<br><br>fire_points_5186_public.gpkg contains the geospatial wildfire occurrence point data used to construct the modeling dataset. The coordinate reference system (CRS) is EPSG:5186 (Korea 2000 / Central Belt).<br><br>All data necessary to reproduce the machine learning analysis and results presented in the manuscript are fully provided to ensure transparency and reproducibility.
DOI: 10.25549/uschist-c104-229116
title: Southern California alumni review, vol. 24, no. 1 (1942 Sept.)

description: Southern California alumni review, vol. 24, no. 1 (1942 September). Published ten times a year, monthly from September to June inclusive.
DOI: 10.25549/uschist-c104-229124
title: Southern California alumni review, vol. 24, no. 2 (1942 Oct.)

description: Southern California alumni review, vol. 24, no. 2 (1942 October). Published ten times a year, monthly from September to June inclusive.
DOI: 10.25549/uschist-c104-229127
title: Southern California alumni review, vol. 24, no. 2 (1942 Oct.)

description: Southern California alumni review, vol. 24, no. 2 (1942 October). Published ten times a year, monthly from September to June inclusive.
DOI: 10.25549/uschist-c104-229130
title: Southern California alumni review, vol. 24, no. 2 (1942 Oct.)

description: Southern California alumni review, vol. 24, no. 2 (1942 October). Published ten times a year, monthly from September to June inclusive.
DOI: 10.25549/uschist-c104-229133
title: Southern California alumni review, vol. 24, no. 2 (1942 Oct.)

description: Southern California alumni review, vol. 24, no. 2 (1942 October). Published ten times a year, monthly from September to June inclusive.
DOI: 10.25549/uschist-c104-229839
title: Southern California alumni review, vol. 25, no. 10 (1944 June)

description: Southern California alumni review, vol. 25, no. 10 (1944 June). Published ten times a year, monthly from September to June inclusive.
DOI: 10.25549/uschist-c104-229845
title: Southern California alumni review, vol. 26, no. 1 (1944 Sept.)

description: Southern California alumni review, vol. 26, no. 1 (1944 September). Published ten times a year, monthly from September to June inclusive.
DOI: 10.25549/uschist-c104-229848
title: Southern California alumni review, vol. 26, no. 1 (1944 Sept.)

description: Southern California alumni review, vol. 26, no. 1 (1944 September). Published ten times a year, monthly from September to June inclusive.
DOI: 10.25549/uschist-c104-229853
title: Southern California alumni review, vol. 26, no. 1 (1944 Sept.)

description: Southern California alumni review, vol. 26, no. 1 (1944 September). Published ten times a year, monthly from September to June inclusive.
DOI: 10.34740/kaggle/dsv/14897674
title: Peer-to-Peer Boliviano (BOB) Exchange Data
DOI: 10.25549/uschist-c104-229859
title: Southern California alumni review, vol. 26, no. 1 (1944 Sept.)

description: Southern California alumni review, vol. 26, no. 1 (1944 September). Published ten times a year, monthly from September to June inclusive.
DOI: 10.25549/uschist-c104-229718
title: Southern California alumni review, vol. 25, no. 6 (1944 Feb.)

description: Southern California alumni review, vol. 25, no. 6 (1944 February). Published ten times a year, monthly from September to June inclusive.
DOI: 10.25549/uschist-c104-229723
title: Southern California alumni review, vol. 25, no. 6 (1944 Feb.)

description: Southern California alumni review, vol. 25, no. 6 (1944 February). Published ten times a year, monthly from September to June inclusive.
DOI: 10.25549/uschist-c104-229724
title: Southern California alumni review, vol. 25, no. 6 (1944 Feb.)

description: Southern California alumni review, vol. 25, no. 6 (1944 February). Published ten times a year, monthly from September to June inclusive.
DOI: 10.25549/uschist-c104-229725
title: Southern California alumni review, vol. 25, no. 6 (1944 Feb.)

description: Southern California alumni review, vol. 25, no. 6 (1944 February). Published ten times a year, monthly from September to June inclusive.
DOI: 10.25549/uschist-c104-229729
title: Southern California alumni review, vol. 25, no. 6 (1944 Feb.)

description: Southern California alumni review, vol. 25, no. 6 (1944 February). Published ten times a year, monthly from September to June inclusive.
DOI: 10.25549/uschist-c104-229137
title: Southern California alumni review, vol. 24, no. 2 (1942 Oct.)

description: Southern California alumni review, vol. 24, no. 2 (1942 October). Published ten times a year, monthly from September to June inclusive.
DOI: 10.25549/uschist-c104-229147
title: Southern California alumni review, vol. 24, no. 2 (1942 Oct.)

description: Southern California alumni review, vol. 24, no. 2 (1942 October). Published ten times a year, monthly from September to June inclusive.
DOI: 10.25549/uschist-c104-229154
title: Southern California alumni review, vol. 24, no. 2 (1942 Oct.)

description: Southern California alumni review, vol. 24, no. 2 (1942 October). Published ten times a year, monthly from September to June inclusive.
DOI: 10.25549/uschist-c104-229156
title: Southern California alumni review, vol. 24, no. 3 (1942 Nov.)

description: Southern California alumni review, vol. 24, no. 3 (1942 November). Published ten times a year, monthly from September to June inclusive.
DOI: 10.15468/dl.junka4
title: Occurrence Download

description: A dataset containing 24392 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Cystoseira",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 24392 records from 257 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0031528-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.g2tvag
title: Occurrence Download

description: A dataset containing 54682 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Mammalia (Luomus)"
 ]
}

 The dataset includes 54682 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0020808-230530130749713/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.8wta4w
title: Occurrence Download

description: A dataset listing the 444 species recorded in GBIF matching the query:
{
 "and" : [
 "Country is France",
 "TaxonKey is Sarcoptiformes"
 ]
}

 The dataset's 444 records were derived from 31 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0013051-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.6svhpu
title: Occurrence Download

description: A dataset containing 130 species occurrences available in GBIF matching the query:
{
 "and" : [
 "VerbatimScientificName is Tragopan melanocephalus",
 "BasisOfRecord is one of (Machine Observation, Human Observation)",
 "Year 2011-2021",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen, Specimen, Material citation, Material sample)"
 ]
 }
 }
 ]
}

 The dataset includes 130 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0087515-230530130749713/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.d2w47u
title: Occurrence Download

description: A dataset containing 573 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 "Continent is South America",
 "Country is Argentina",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Lepus europaeus Pallas, 1778",
 "Year 2003-2023"
 ]
}

 The dataset includes 573 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0080749-230530130749713/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.dduyuk
title: Occurrence Download

description: A dataset containing 6 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Amphisbaena vanzolinii Gans, 1963)",
 "BasisOfRecord is one of (Specimen, Human Observation, Observation, Machine Observation)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 6 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0027176-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.a4k8n7
title: Occurrence Download

description: A dataset containing 12 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Allium sairamense Regel"
 ]
}

 The dataset includes 12 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0013102-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.99srhr
title: Occurrence Download

description: A dataset containing 173 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Aristida lignosa B.K.Simon"
 ]
}

 The dataset includes 173 records from 13 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0048973-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.zqbrkp
title: Occurrence Download

description: A dataset containing 2905 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Colección del Banco de Germoplasma de la Universitat de València"
 ]
}

 The dataset includes 2905 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0080895-230530130749713/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.a8fpne
title: Occurrence Download

description: A dataset containing 915 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Ctenotus piankai Storr, 1969)",
 "BasisOfRecord is one of (Specimen, Human Observation, Observation, Machine Observation)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 915 records from 13 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0027179-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.48k9sq
title: Occurrence Download

description: A dataset containing 4180 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Solanum acaule Bitter",
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 }
 ]
}

 The dataset includes 4180 records from 21 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0013087-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.8vdxk7
title: Occurrence Download

description: A dataset containing 8040 species occurrences available in GBIF matching the query:
{
 "and" : [
 "VerbatimScientificName is Vanellus tricolor",
 "BasisOfRecord is one of (Machine Observation, Human Observation)",
 "Year 2011-2021",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen, Specimen, Material citation, Material sample)"
 ]
 }
 }
 ]
}

 The dataset includes 8040 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0088645-230530130749713/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ukjgm6
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Amphisbaena stejnegeri Ruthven, 1922)",
 "BasisOfRecord is one of (Specimen, Human Observation, Observation, Machine Observation)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0027167-230224095556074/datasets/export for details.
DOI: 10.15468/dl.2p2p7j
title: Occurrence Download

description: A dataset containing 2 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Andinia geminipetala (Luer & J.Portilla) Karremans & S.V.Uribe"
 ]
}

 The dataset includes 2 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006622-230530130749713/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.9qua5a
title: Occurrence Download

description: A dataset containing 71 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Allium sabulosum Steven ex Bunge"
 ]
}

 The dataset includes 71 records from 21 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0013088-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.94hjym
title: Occurrence Download

description: A dataset containing 361 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Anniella geronimensis Shaw, 1940)",
 "BasisOfRecord is one of (Specimen, Human Observation, Observation, Machine Observation)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 361 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0027190-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.whbh8d
title: Occurrence Download

description: A dataset containing 2 species occurrences available in GBIF matching the query:
{
 "and" : [
 "VerbatimScientificName is Podiceps juninensis",
 "BasisOfRecord is one of (Machine Observation, Human Observation)",
 "Year 2011-2021",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen, Specimen, Material citation, Material sample)"
 ]
 }
 }
 ]
}

 The dataset includes 2 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0080768-230530130749713/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.z3jv6c
title: Occurrence Download

description: A dataset containing 59 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Aristida leucophaea Henrard"
 ]
}

 The dataset includes 59 records from 15 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0048967-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.y5nmm5
title: Occurrence Download

description: A dataset containing 4180 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Solanum acaule Bitter",
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 }
 ]
}

 The dataset includes 4180 records from 21 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0013101-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.u9tedd
title: Occurrence Download

description: A dataset containing 16 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Scorzonera racemosa Franch."
 ]
}

 The dataset includes 16 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0121031-230530130749713/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.zbywry
title: Occurrence Download

description: A dataset containing 537 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Cercosaura argulus Peters, 1862)",
 "BasisOfRecord is one of (Specimen, Human Observation, Observation, Machine Observation)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 537 records from 50 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0027170-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.gz9b2s
title: Occurrence Download

description: A dataset containing 3 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Lepanthes gemina Luer & R.Escobar"
 ]
}

 The dataset includes 3 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006620-230530130749713/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.5rmcna
title: Occurrence Download

description: A dataset containing 34 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Stelgidopteryx ridgwayi Nelson, 1901)",
 "BasisOfRecord is one of (Specimen, Human Observation, Observation, Machine Observation)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 34 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0013103-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.2bb9u8
title: Occurrence Download

description: A dataset containing 12 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Dopasia gracilis (Gray, 1845))",
 "BasisOfRecord is one of (Specimen, Human Observation, Observation, Machine Observation)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 12 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0027201-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.4a82fu
title: Occurrence Download

description: A dataset containing 9 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Pinalia maboroensis (Schltr.) Ormerod"
 ]
}

 The dataset includes 9 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0080756-230530130749713/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.6ctwuc
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Lepanthes generi Luer & Hirtz"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006625-230530130749713/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.hpx87p
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Allium salinum A.I.Baranov & Skvortsov"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0013108-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.7gheua
title: Occurrence Download

description: A dataset containing 185 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Ctenotus pulchellus Storr, 1978, Ctenonotus pulchellus (Duméril & Bibron, 1837))",
 "BasisOfRecord is one of (Specimen, Human Observation, Observation, Machine Observation)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 185 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0027187-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.fcauju
title: Occurrence Download

description: A dataset containing 6 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Pinalia merrittii (Ames) W.Suarez & Cootes"
 ]
}

 The dataset includes 6 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0080766-230530130749713/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.wr9v3d
title: Occurrence Download

description: A dataset containing 54032 species occurrences available in GBIF matching the query:
{
 "and" : [
 "OccurrenceStatus is Present",
 "TaxonKey is Oenocarpus bataua Mart.",
 "Year 1851-2024"
 ]
}

 The dataset includes 54032 records from 130 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0068006-240506114902167/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.fd8tse
title: Occurrence Download

description: A dataset containing 4180 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Solanum acaule Bitter",
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 }
 ]
}

 The dataset includes 4180 records from 21 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0013105-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.