Machine learning algorithms applied to wildfire data in California's central valley

Machine learning algorithms applied to wildfire data in California's central valley

This study focuses on using Machine Learning methods to predict wildfires within California's Central Valley. The specific areas within the Central Valley were Yosemite Valley, Sequoias, and Kings Canyon since these areas can be considered wildfire hotspots. This topic is relevant since Califor...

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Bibliographic Details
Main Authors: Kassandra Hernandez, Aaron B. Hoskins
Format: Article
Language:English
Published: Elsevier 2024-03-01
Series:Trees, Forests and People
Subjects:
Wildfire prediction
Machine learning
Decision trees
Random forest
Neural networks
Naïve Bayes
Online Access:http://www.sciencedirect.com/science/article/pii/S2666719324000244

Internet

http://www.sciencedirect.com/science/article/pii/S2666719324000244

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