环境遥感中的AI/ML技术应用研究

中图分类号：X830;X87 文献标识码：A 文章编号：1672-3791（2026）01-0185-03

Research on the Application of Al/ML Technologies in Environmental Remote Sensing

Abstract： Thedeep integrationofartificial inteligence（A1），machine learning （ML）technologies withremotesensing has significantly propelled innovation in environmental remotesensing.This paper summarizes the clasification of AI/ML technology in environmental remote sensing， proposes seven key application directions of AI/ML technology in environmental remote sensing，explores the research focus of each aplication direction，and focuses on the methods of applying AI/ML technology to remote sensing imagery in air quality monitoring， water quality detection，and biodiversityand ecosystem monitoring.Based on this，it analyzes comprehensive application strategies for integrating AI/ML with emerging technologies in environmental remote sensing.

Keywords： Environmental remote sening; Artificial inteligence; Machine learning; Google earth engine

近年来，人工智能（Artificial Intelligence，AI）、机器学习（MachineLearning，ML）与遥感技术的融合推动了环境遥感监测与数据分析的重大进展。（剩余4354字）