crossrefSensors2026-01-29
Digital Technologies and Machine Learning in Environmental Hazard Monitoring: A Synthesis of Evidence for Floods, Air Pollution, Earthquakes, and Fires
Jacek Lukasz Wilk-Jakubowski, Artur Kuchcinski, Grzegorz Kazimierz Wilk-Jakubowski, Andrzej Palej, Lukasz Pawlik
This review synthesizes the state of the art on the integration of digital technologies, particularly machine learning, the Internet of Things (IoT), and advanced image processing techniques, for enhanced hazard monitoring. Focusing on air pollution, earthquakes, floods, and fire…