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Brief Research Report
Published 31 July 2026
A hybrid Zigbee–LoRa sensor network with integrated machine learning for ignition-stage wildfire risk monitoring
Fernando Ferrufino · Anthony Aighobahi · Musfiq Rahman
Frontiers in Communications and Networks
doi 10.3389/frcmn.2026.1783392