Advances And New Trends In Environmental Inform... ❲CERTIFIED – 2024❳

: In 2025, ML is increasingly used to forecast wastewater quality and the global distribution of pollutants like PFAS.

: Advanced ML models are now mapping the physical equations of changing climate patterns, such as ocean currents and melting glaciers, with unprecedented accuracy. 2. Pervasive IoT and Real-Time Monitoring Advances and New Trends in Environmental Inform...

: Platforms like Google Earth Engine are being paired with Sentinel-2 satellite data and ML to map fragile ecosystems, such as highland bamboo forests. 3. The Digital Twin and Circular Economy : In 2025, ML is increasingly used to

: A significant trend for 2025-2026 is the focus on Explainable AI (XAI) , which ensures that automated environmental decisions—such as energy grid management or disaster response—are transparent and ethical. Pervasive IoT and Real-Time Monitoring : Platforms like

The deployment of Internet of Things (IoT) sensors has moved toward "Guerilla Sensing"—low-cost, project-specific sensor networks used for long-term monitoring in real-world conditions.

: Informatics systems are now tracking the lifecycle of electronics (e.g., the eReuse scheme) to extend device lifespans and reduce global e-waste.