Canadian Forest Service

output

20092024

most citedA review of machine learning applications in wildfire science and management

765 citations

researchers with a paper here

M. Tuomi2 · h 41
Antoine Colin1 · h 2
B. Berg1 · h 65
E. Allman1 · h 22
F. Colin1 · h 25
Henri Cuny1 · h 2
H. Järvinen1 · h 29
J. A. Trofymow1 · h 29
J. Courtonne1 · h 5
J. Degnan1 · h 31
Jean-Baptiste Pichancourt1 · h 3
J. Liski1 · h 57

collaborating institutions

Natural Resources CanadaCA2 papers
Université de LorraineFR2 papers
Centre Inria de l'Université Grenoble AlpesFR1 paper
Finnish Environment InstituteFI1 paper
Finnish Meteorological InstituteFI1 paper
Institut National de la Recherche AgronomiqueMA1 paper
Institut national de l’information géographique et forestièreFR1 paper
Institut National de Recherche pour l'Agriculture, l'Alimentation et l'EnvironnementFR1 paper
Interactions Arbres-MicroorganismesFR1 paper
Laboratoire des Sciences du Climat et de l'EnvironnementFR1 paper
Laboratoire d'Ingénierie des Systèmes ComplexesFR1 paper
Laboratoire Interdisciplinaire Solidarités Sociétés TerritoiresFR1 paper

Showing 2020Show all

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cs.LG2020★ 765 cited

A review of machine learning applications in wildfire science and management

Piyush Jain, Sean C P Coogan, Sriram Ganapathi Subramanian +3

Artificial intelligence has been applied in wildfire science and management since the 1990s, with early applications including neural networks and expert systems. Since then the fi…