Deep Learning and Remote Sensing for Forest-Fire Monitoring and Management in China: A Systematic Review and Evidence Synthesis
Remote sensing and deep learning are increasingly used across the forest-fire management lifecycle in China, but the evidence differs substantially in task, sensor, model, and validation design. We screened 146 candidate records published during 2015–2025 using predefined criteria requiring a China-specific empirical c...