This invention relates to an automated monitoring method for the dynamic changes of
plant diversity in mountainous forest areas, comprising: constructing a three-dimensional model of the target mountainous area and deploying a sensor network; collecting
microclimate data and soil characteristic data to determine a
spatial distribution matrix; acquiring historical
plant distribution data of the target mountainous area, mapping it to the
spatial distribution matrix to construct a comprehensive distribution map of environmental factors, and determining a correlation model between
plant distribution and environmental factors; acquiring real-time
satellite remote sensing image data of the target mountainous area, using the correlation model to analyze the characteristics of changes in
plant cover and
plant diversity distribution, and locating several key plant distribution areas; identifying
plant species and counting their numbers in the key plant distribution areas, updating the comprehensive distribution map of environmental factors, and completing the automated monitoring of the dynamic changes of
plant diversity in the target mountainous area. This invention integrates multi-source
environmental data to achieve automated analysis of
plant diversity distribution.