Machine Learning and Deep Learning for Wildfire Prediction: A Systematic and Bibliometric Review of Methods, Data Practices, and Reproducibility (2020–2025).
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| Title: | Machine Learning and Deep Learning for Wildfire Prediction: A Systematic and Bibliometric Review of Methods, Data Practices, and Reproducibility (2020–2025). |
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| Authors: | Galván Lara, Kevin Manuel1 (AUTHOR), Miquelajauregui, Yosune2 (AUTHOR) yosune@iecologia.unam.mx, Enriquez Ocaña, Luis Fernando3 (AUTHOR), Meling-López, Alf Enrique3,4 (AUTHOR), Neger, Christoph4,5 (AUTHOR), Abatzoglou, John5,6 (AUTHOR), Galicia, Leopoldo4,7 (AUTHOR), Hinojo, César1,3 (AUTHOR), Jiménez-Guzmán, Graciela2,6 (AUTHOR), Rodríguez Alcantar, Edelmira3,7 (AUTHOR) |
| Source: | Fire (2571-6255). May2026, Vol. 9 Issue 5, p204. 20p. |
| Database: | Academic Search Ultimate |
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| FullText | Links: – Type: pdflink Text: Availability: 1 |
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| Header | DbId: asn DbLabel: Academic Search Ultimate An: 194175531 AccessLevel: 2 PubType: Academic Journal PubTypeId: academicJournal PreciseRelevancyScore: 0 |
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| PLink | https://search.ebscohost.com/login.aspx?direct=true&site=eds-live&db=asn&AN=194175531 |
| RecordInfo | BibRecord: BibEntity: Identifiers: – Type: doi Value: 10.3390/fire9050204 Languages: – Code: eng Text: English PhysicalDescription: Pagination: PageCount: 20 StartPage: 204 Titles: – TitleFull: Machine Learning and Deep Learning for Wildfire Prediction: A Systematic and Bibliometric Review of Methods, Data Practices, and Reproducibility (2020–2025). Type: main BibRelationships: HasContributorRelationships: – PersonEntity: Name: NameFull: Galván Lara, Kevin Manuel – PersonEntity: Name: NameFull: Miquelajauregui, Yosune – PersonEntity: Name: NameFull: Enriquez Ocaña, Luis Fernando – PersonEntity: Name: NameFull: Meling-López, Alf Enrique – PersonEntity: Name: NameFull: Neger, Christoph – PersonEntity: Name: NameFull: Abatzoglou, John – PersonEntity: Name: NameFull: Galicia, Leopoldo – PersonEntity: Name: NameFull: Hinojo, César – PersonEntity: Name: NameFull: Jiménez-Guzmán, Graciela – PersonEntity: Name: NameFull: Rodríguez Alcantar, Edelmira IsPartOfRelationships: – BibEntity: Dates: – D: 01 M: 05 Text: May2026 Type: published Y: 2026 Identifiers: – Type: issn-print Value: 25716255 Numbering: – Type: volume Value: 9 – Type: issue Value: 5 Titles: – TitleFull: Fire (2571-6255) Type: main |
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