Enhancing in-season yield forecast accuracy for film-mulched wheat: A hybrid approach coupling crop model and UAV remote-sensing data by ensemble learning technique

Author:

Cheng Zhikai,Gu Xiaobo,Zhou Zhihui,Zhang Yuanling,Yin Haowei,Li Wenlong,Chang Tian,Du Yadan

Publisher

Elsevier BV

Reference41 articles.

1. Development of an in-season estimate of yield potential utilizing optical crop sensors and soil moisture data for winter wheat;Bushong;Precis. Agric.,2016

2. Maize yield forecast with DSSAT-CERES-Maize model driven by historical meteorological data of analogue years by clustering algorithm. T Trans. Chin. Soc;Chen;Agric. Eng.,2017

3. Evaluation of AquaCrop model for greenhouse cherry tomato with plastic film mulch under various water and nitrogen supplies;Cheng;Agric. Water Manag.,2022

4. Spectral purification improves monitoring accuracy of the comprehensive growth evaluation index for film-mulched winter wheat;Cheng;J. Integr. Agric.,2023

5. Estimating the global number and distribution of maize and wheat farms;Erenstein;Glob. Food Sec.,2021

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