Author Page for Yapeng Wu

Integrating UAV imagery and meteorological data to predict winter wheat nitrogen use efficiency using machine learning approaches

Number of pages: 37 Posted: 18 Nov 2025

Haiyan Zhang, Yapeng Wu, Qiwen Chen, Li He, Xiao Song, Geng Ma, Jianzhao Duan, Yanfei Zhang, Jiandong Hu, Chenyang Wang and Wei Feng

Henan Agricultural University, Henan Agricultural University, Henan Agricultural University, Henan Agricultural University, Henan Academy of Agricultural Sciences, Henan Agricultural University, Henan Agricultural University, Henan Agricultural University, Henan Agricultural University, Henan Agricultural University and Henan Agricultural University

Downloads 37 (1,236,159)

Abstract:

2.

Accurate Estimation of Grain Number Per Panicle in Winter Wheat by Synergistic Use of Uav Imagery and Meteorological Data

Number of pages: 29 Posted: 19 Apr 2024

Yapeng Wu, Weiguo Yu, Yangyang Gu, Qi Zhang, Yuan Xiong, Hengbiao Zheng, Chongya Jiang, Xia Yao, Yan Zhu, Weixing Cao and Tao Cheng

Henan Agricultural University, affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN, Nanjing Agricultural University (NAU), Nanjing Agricultural University (NAU) and affiliation not provided to SSRN

Downloads 31 (1,318,317)

Citation 1

Abstract:

3.

Improving estimation of radiation use efficiency in winter wheat using a modified photochemical reflectance index derived from multi-angular hyperspectral data

Number of pages: 44 Posted: 27 Nov 2025

Wei Feng, Haiyan Zhang, Yapeng Wu, Qiwen Chen, Yangyang Wang, Jianzhao Duan, Li He, Geng Ma, Yanfei Zhang, Jiandong Hu and Chenyang Wang

Henan Agricultural University, Henan Agricultural University, Henan Agricultural University, Henan Agricultural University, Henan Agricultural University, Henan Agricultural University, Henan Agricultural University, Henan Agricultural University, Henan Agricultural University, Henan Agricultural University and Henan Agricultural University

Downloads 19 (1,481,165)

Abstract:

4.

Machine learning-based estimation of winter wheat nitrogen use efficiency by integrating UAV imagery and meteorological data

Number of pages: 45 Posted: 03 Feb 2026

Haiyan Zhang, Yapeng Wu, Qiwen Chen, Shaohua Zhang, Li He, Jianzhao Duan, Yanfei Zhang, Jiandong Hu, Chenyang Wang and Wei Feng

Henan Agricultural University, Henan Agricultural University, Henan Agricultural University, Henan Agricultural University, Henan Agricultural University, Henan Agricultural University, Henan Agricultural University, Henan Agricultural University, Henan Agricultural University and Henan Agricultural University

Downloads 10 (1,548,648)

Yapeng Wu

Henan Agricultural University

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97

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Scholarly Papers (4)

Integrating UAV imagery and meteorological data to predict winter wheat nitrogen use efficiency using machine learning approaches

Abstract:

Accurate Estimation of Grain Number Per Panicle in Winter Wheat by Synergistic Use of Uav Imagery and Meteorological Data

Abstract:

Improving estimation of radiation use efficiency in winter wheat using a modified photochemical reflectance index derived from multi-angular hyperspectral data

Abstract:

Machine learning-based estimation of winter wheat nitrogen use efficiency by integrating UAV imagery and meteorological data

Abstract: