A Framework Using Federated Learning for IoT-Based Forest Fire Prediction

Author:

Purcell Richard1,Naik Kshirasagar2,Lung Chung-Horng3,Zaman Marzia4,Sampalli Srinivas1,Mutakabbir Abdul3

Affiliation:

1. Dalhousie University,Faculty of Computer Science,Halifax,NS,Canada

2. Electrical and Computer Engineering, University of Waterloo,Waterloo,ON,Canada

3. Systems and Computer Engineering, Carleton University,Ottawa,ON,Canada

4. Research and Development Cistel Technology,Ottawa,ON,Canada

Publisher

IEEE

Reference17 articles.

1. Trends in Canadian Forest Fires, 1959–2019;Murphy,2023

2. The Canadian Wildland Fire Information System;Lee,1995

3. Weather Guide for the Canadian Forest Fire Danger Rating System;Lawson;Natural Resources Canada, Cana-dian Forest Service, Northern Forestry Centre, Edmonton,2008

4. Fire Information for Resource Man-agement System (FIRMS),2023

5. From Static to Dynamic Prediction: Wildfire Risk Assessment Based on Multiple Environmental Factors

Cited by 1 articles. 订阅此论文施引文献 订阅此论文施引文献,注册后可以免费订阅5篇论文的施引文献,订阅后可以查看论文全部施引文献

1. A Federated Learning Framework Based on Spatio-Temporal Agnostic Subsampling (STAS) for Forest Fire Prediction;2024 IEEE 48th Annual Computers, Software, and Applications Conference (COMPSAC);2024-07-02

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