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程涛

Professor Supervisor of Doctorate Candidates

School/Department: College of Agriculture
Education Level:With Certificate of Graduation for Doctorate Study
Degree:Doctoral Degree in Science
Professional Title:Professor
Alma Mater:University of Alberta

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Paper Publications Home >> Scientific Research >> Paper Publications: Li Dong, Croft Holly, Duveiller Gregory, Schreiner-McGraw Adam P., Belwalkar Anirudh, Cheng Tao, Zhu Yan, Cao Weixing, Yu Kang.Global retrieval of canopy chlorophyll content from Sentinel-3 OLCI TOA data using a two-step upscaling method integrating physical and machine learning models,REMOTE SENSING OF ENVIRONMENT,2025,328:-(Participating authors)

吉文翰,郑恒彪,王迪,唐伟杰,张小虎,郭彩丽,姚霞,江冲亚,朱艳,曹卫星,程涛.基于无人机影像和卷积神经网络的水稻育种材料产量预测研究,南京农业大学学报,2025,48(05):1001-1012(Participating authors)

Han Xiaoxu,Zhou Meng,Guo Caili,Ai Hongxu,Li Tongjie,Li Wei,Zhang Xiaohu,Chen Qi,Jiang Chongya,Cheng Tao,Zhu Yan,Cao Weixing,Yao Xia.A fully convolutional neural network model combined with a Hough transform to extract crop breeding field plots from UAV images,INTERNATIONAL JOURNAL OF APPLIED EARTH OBSERVATION AND GEOINFORMATION,2024,132(Participating authors)

Li Dong,Wu Yapeng,Berger Katja,Kuang Qianliang,Feng Wei,Chen Jing M.,Wang Wenhui,Zheng Hengbiao,Yao Xia,Zhu Yan,Cao Weixing,Cheng Tao.Estimating canopy nitrogen content by coupling PROSAIL-PRO with a nitrogen allocation model,INTERNATIONAL JOURNAL OF APPLIED EARTH OBSERVATION AND GEOINFORMATION,2024,135(Correspondence Author)

Yu Minglei,He Jiaoyang,Li Wanyu,Zheng Hengbiao,Wang Xue,Yao Xia,Cheng Tao,Zhang Xiaohu,Zhu Yan,Cao Weixing,Tian Yongchao.Estimation of Rice Leaf Area Index Utilizing a Kalman Filter Fusion Methodology Based on Multi-Spectral Data Obtained from Unmanned Aerial Vehicles (UAVs),REMOTE SENSING,2024,16(12)(Participating authors)

Gu Yangyang,Wang Yongqing,Guo Tai,Guo Caili,Wang Xue,Jiang Chongya,Cheng Tao,Zhu Yan,Cao Weixing,Chen Qi,Yao Xia.Assessment of the influence of UAV-borne LiDAR scan angle and flight altitude on the estimation of wheat structural metrics with different leaf angle distributions,COMPUTERS AND ELECTRONICS IN AGRICULTURE,2024,220(Participating authors)

Zhao Yanxi,Zhang Zhihao,Tang Yining,Guo Caili,Yao Xia,Cheng Tao,Zhu Yan,Cao Weixing,Tian Yongchao.Improving the estimation accuracy of wheat maturity date by coupling WheatGrow with satellite images,EUROPEAN JOURNAL OF AGRONOMY,2024,160(Participating authors)

Li Dong,Chen Jing M.,Yu Weiguo,Zheng Hengbiao,Yao Xia,Zhu Yan,Cao Weixing,Cheng Tao.A chlorophyll-constrained semi-empirical model for estimating leaf area index using a red-edge vegetation index,COMPUTERS AND ELECTRONICS IN AGRICULTURE,2024,220(Correspondence Author)

Zhao Yanxi,He Jiaoyang,Yao Xia,Cheng Tao,Zhu Yan,Cao Weixing,Tian Yongchao.Wheat Yield Robust Prediction in the Huang-Huai-Hai Plain by Coupling Multi-Source Data with Ensemble Model under Different Irrigation and Extreme Weather Events,REMOTE SENSING,2024,16(7)(Participating authors)

Tao Haiyu,Zhou Ruiheng,Tang Yining,Li Wanyu,Yao Xia,Cheng Tao,Zhu Yan,Cao Weixing,Tian Yongchao.Estimating wheat spike-leaf composite indicator (SLI) dynamics by coupling spectral indices and machine learning,CROP JOURNAL,2024,12(3):927-937(Participating authors)

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