Mapping of crop types in 1989, 1999, 2009 and 2019 to assess major land cover trends of the Udon Thani Province, Thailand

Jaturong Som-ard,Markus Immitzer,Francesco Vuolo,Sarawut Ninsawat,Clement Atzberger

Computers and Electronics in Agriculture（2022）

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摘要

•Crop type dynamics were mapped and monitored in a complex landscape.•Multi-temporal and multi-sensor Earth Observation (EO) data achieved the best results.•Quantify and analyze long-term changes in crop type and LC dynamics for three decades.•The forest changes were transformed mainly to rice, sugarcane and para rubber.

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关键词

Crop type,Earth Observation,Multi-temporal imagery,Sentinel-1,Sentinel-2,Landsat,Random Forest,Post-classification change detection

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