Automated Simulation and Analysis System for Nonagricultural Conversion of Cultivated Land Based on Satellite Monitoring Data
In response to the diverse types of nonagricultural transformation of cultivated land,high difficulty in monitoring and a-nalysis,and low accuracy,an automated simulation analysis system based on satellite remote sensing monitoring data and learned through lightweight data samples is proposed.Firstly,the types of non agricultural transformation of cultivated land were sorted out and classified into 8 categories based on objectification and scenario based changes,and corresponding classification systems were es-tablished.The collection of data samples is based on the Land Change Survey Database to ensure reliable and effective data collec-tion.Establish a simulation analysis model by establishing a lightweight deep learning sample system.After practical verification,the automated simulation analysis system has faster monitoring and analysis speed,higher accuracy,and better applicability compared to manual interpretation and field verification methods.
万方数据
维普
