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A comprehensive examination of the species diversity and distribution of Dilar concluded that Yunnan (southwestern China) represents a biogeographic region with high endemism and the richest species diversity. The potential correlation between vertical distribution and geographical latitude in Dilar was also analyzed. Skeletal muscle mass (SMM) and fat mass (FM) are essentially required for health and quality of life in older adults. To generate the best SMM and FM prediction models using machine learning models incorporating socioecono