crossrefRemote Sensing2025-10-31Cited by 5
Machine and Deep Learning for Wetland Mapping and Bird-Habitat Monitoring: A Systematic Review of Remote-Sensing Applications (2015–April 2025)
Marwa Zerrouk, Kenza Ait El Kadi, Imane Sebari, Siham Fellahi
Wetlands, among the most productive ecosystems on Earth, shelter a diversity of species and help maintain ecological balance. However, they are witnessing growing anthropogenic and climatic threats, which underscores the need for regular and long-term monitoring. This study prese…