crossrefDrones2023-08-02Cited by 18
Deep Learning Models Outperform Generalized Machine Learning Models in Predicting Winter Wheat Yield Based on Multispectral Data from Drones
Zongpeng Li, Zhen Chen, Qian Cheng, Shuaipeng Fei, Xinguo Zhou
Timely and accurate monitoring of winter wheat yields is beneficial for the macro-guidance of agricultural production and for making precise management decisions throughout the winter wheat reproductive period. The accuracy of crop yield prediction can be improved by combining un…