Evaluation and Analysis of Urban Ecosystem Health with an Optimized Machine-Learning Model to Promote Ecological Differentiated Management in Metropolitan Areas

Abstract

Abstract Ecosystem health assessment is a prerequisite for understanding the dynamics of urban ecosystems. However, there is a lack of response analysis of urban ecosystem health before and after considering the material flows of key ecosystem services. ... Practical Applications As climate change and human activities intensify, urban ecosystems face mounting pressure, resulting in increased instability. A comprehensive and multidimensional assessment of urban ecosystem health is essential to mitigate ...