A temporal segmentation approach for dendrometers signal-to-noise discrimination.

Saverio Francini,Claudia Cocozza,Teemu Hölttä,Anna Lintunen,Teemu Paljakka,Gherardo Chirici,Maria Laura Traversi,Alessio Giovannelli

Comput. Electron. Agric.（2023）

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摘要

•Raw dendrometer time-series data are usually analyzed focusing just on specific periods.•New procedure to automatically filter dendrometer data.•Daily temporal features including stem shrinkage and swelling.•Rigorous accuracy assessment and method validation.

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关键词

Stem radial growth, Time series, Big data, Scots pine, Machine learning, Artificial intelligence

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