Winter wheat SPAD estimation from UAV hyperspectral data using cluster-regression methods

Winter wheat SPAD estimation from UAV hyperspectral data using cluster-regression methods

Soil plant analysis development (SPAD) values indicate the relative chlorophyll content in leaves. Chlorophyll plays a vital role in wheat growth and fertilization management as a photosynthetic agent. Unmanned aerial vehicle (UAV) hyperspectral data, combined with measured SPAD values in fields, ar...

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Bibliographic Details
Main Authors: Xin Yang, Rui Yang, Yin Ye, Ziran Yuan, Daozhong Wang, Keke Hua
Format: Article
Language:English
Published: Elsevier 2021-12-01
Series:International Journal of Applied Earth Observations and Geoinformation
Subjects:
SPAD estimation
Winter wheat
Extreme Gradient Boosting (XGBoost)
Cluster-RF
Cluster-XGBoost
UAV hyperspectral data
Online Access:http://www.sciencedirect.com/science/article/pii/S0303243421003251

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http://www.sciencedirect.com/science/article/pii/S0303243421003251

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