Prediction and data mining of burned areas of forest fires: Optimized data matching and mining algorithm provides valuable insight

An optimized data-matching machine learning algorithm is developed to provide high-prediction accuracy of total burned areas for specific wildfire incidents. It is applied to a well-studied forest-fire dataset from Portugal Montesinho Natural Park considering 13 input variables. The total burned are...

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Bibliographic Details
Main Author: David A. Wood
Format: Article
Language:English
Published: KeAi Communications Co., Ltd. 2021-01-01
Series:Artificial Intelligence in Agriculture
Subjects:
Online Access:http://www.sciencedirect.com/science/article/pii/S2589721721000118