Comparisons between temporal statistical metrics, time series stacks and phenological features derived from NASA Harmonized Landsat Sentinel-2 data for crop type mapping

Xiaomi Liu,Shuai Xie,Jiangning Yang,Lin Sun,Liangyun Liu,Qing Zhang,Chenghai Yang

Computers and Electronics in Agriculture（2023）

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摘要

•Time series stacks are found to have the best performance for crop type mapping.•Monthly is the optimal temporal interval for time series stacks.•A new GEE-based App named “Crop Mapper” for crop mapping is developed.

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关键词

Crop type mapping, Spectrotemporal features, Harmonized Landsat Sentinel-2, Monthly time series stacks

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