Explainable machine learning to predict root biomass of field crops using UAV multispectral data

Understanding below-ground biomass dynamics is essential for improving crop performance in water-limited regions. Yet field-scale root monitoring remains constrained by destructive and labor-intensive sampling. This study presents explainable machine learning models to estimate root biomass of maize...

Deskribapen osoa

Xehetasun bibliografikoak

Egile Nagusiak:	Ruiping Shan, Guofang Wang, Shujie Jia, Xinran Liang, FuZhong Li, Wuping Zhang
Formatua:	Artigo
Hizkuntza:	Inglês
Argitaratua:	Frontiers Media S.A. 2026-05-01
Saila:	Frontiers in Plant Science
Gaiak:	crop phenotyping machine learning root biomass SHAP analysis UAV multispectral
Sarrera elektronikoa:	https://www.frontiersin.org/articles/10.3389/fpls.2026.1839186/full
Etiketak:	Etiketa erantsi Etiketarik gabe, Izan zaitez lehena erregistro honi etiketa jartzen!