Retrieving soil moisture from grape growing areas using multi-feature and stacking-based ensemble learning modeling
Computers and Electronics in Agriculture(2023)
摘要
•A multi-feature stacking-based method was proposed for SM retrieval in vineyards.•SM retrieval accuracy was highly improved by adding ET and topographical features.•Stacking models at 8-day resolution accurately grasped the SM change.•Spatiotemporal distributions of drought were analyzed for 10 years.
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关键词
SM,Grape growing area,Remote sensing index,Stacking-based model,Multiple features
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