Prediction of Winter Wheat Yield and Interpretable Accuracy Under Different Water and Nitrogen Treatments Based on CNNResNet-50

Prediction of Winter Wheat Yield and Interpretable Accuracy Under Different Water and Nitrogen Treatments Based on CNNResNet-50

Winter wheat yield prediction is critical for optimizing field management plans and guiding agricultural production. To address the limitations of conventional manual yield estimation methods, including low efficiency and poor interpretability, this study innovatively proposes an intelligent yield e...

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Bibliographic Details
Main Authors: Donglin Wang, Yuhan Cheng, Longfei Shi, Huiqing Yin, Guangguang Yang, Shaobo Liu, Qinge Dong, Jiankun Ge
Format: Article
Language:English
Published: MDPI AG 2025-07-01
Series:Agronomy
Subjects:
water–nitrogen coupling
CNN
wheat spike detection
yield estimation
interpretable accuracy
Online Access:https://www.mdpi.com/2073-4395/15/7/1755
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