Crop type mapping in the central part of the North China Plain using Sentinel-2 time series and machine learning

Ke Luo,Linlin Lu,Yanhua Xie,Fang Chen,Fang Yin,Qingting Li

Computers and Electronics in Agriculture（2023）

引用 6|浏览10

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摘要

•A 10 m crop type map with an overall accuracy of 93% was created.•Phenological and textural features in spring are most informative.•RF classifier with 20 RF-selected features generated the optimal results.

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关键词

Crop mapping,Sentinel-2 time series,Feature selection,Machine learning

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