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Machine learning to predict final fire size at the time of ignition

Fires in boreal forests of Alaska are changing, threatening human health and ecosystems. Given expected increases in fire activity with climate warming, insight into the controls on fire size from the time of ignition is necessary. Such insight may be increasingly useful for fire management, especia...

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Detalles Bibliográficos
Autores principales: Coffield, Shane R., Graff, Casey A., Chen, Yang, Smyth, Padhraic, Foufoula-Georgiou, Efi, Randerson, James T.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: 2019
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8152111/
https://www.ncbi.nlm.nih.gov/pubmed/34045840
http://dx.doi.org/10.1071/wf19023