Effective Improvement of the Accuracy of Snow Cover Discrimination Using a Random Forests Algorithm Considering Multiple Factors: A Case Study of the Three-Rivers Headwater Region, Tibet Plateau - He, Rui; Qin, Yan; Zhao, Qiudong; Chang, Yaping; Jin, Zizhen (Remote sensing (Basel, Switzerland), 2023)
Keywords: Accuracy; Algorithms; Automation; case studies; China; Classification; Climate change; Decision trees; forests; Global climate; Hydrologic cycle; Hydrology; Land surface temperature; Machine learning; Maximum likelihood method; model validation; Monitoring; Normalized difference vegetative index; random forests algorithm; reflectance; Regions; Remote sensing; Rivers; shallow snow cover; Snow; Snow cover; snow cover discrimination model; Snow depth; snowpack; surface temperature; Sustainable development; Three-Rivers Headwater Region; vegetation index; water; China; Tibet; Tibetan Plateau