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使用机器学习算法进行土地利用和土地覆盖 (LULC) 性能建模:澳大利亚墨尔本市的案例研究

Jagannath Aryal1, Chiranjibi Sitaula2, Alejandro C Frery3

  • 1Earth Observation and AI Research Group, Department of Infrastructure Engineering, The University of Melbourne, Melbourne, 3053, Australia. jagannath.aryal@unimelb.edu.au.

Scientific reports
|August 19, 2023
PubMed
概括

这项研究自动化了土地利用和土地覆盖 (LULC) 性能建模,使用机器学习算法进行城市规划. 随机森林在分类来自Sentinel-2A图像的LULC地图方面表现出卓越的准确性和稳定性.

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