郑恒彪，南京农业大学副研究员，2018年6月获南京农业大学作物栽培学与耕作学博士学位，随后在南京农业大学从事博士后研究工作，2023年5月留校任教。主要围绕农情遥感监测理论与技术开展科研工作。近十年来，以水稻和小麦作物为研究对象，在地面和无人机遥感尺度上，围绕作物生长关键参数（生物量、氮素营养指标、产量品质指标等）的特征光谱波段和敏感图谱参数、定量监测模型、示范应用等开展了深入系统的研究，集成建立了基于无人机遥感的作物生长参数快速监测与定量诊断技术体系。近五年来先后主持并参加国家自然科学基金、江苏省自然科学基金、博士后特别资助、博士后面上、国家重点研发课题等6项，已发表核心期刊论文30多篇，合作出版专著1部；授权国家发明专利和美国专利各1项。
部分论著： Hengbiao Zheng+, Weijie Tang+, Tao Yang+, Meng Zhou, Caili Guo, Tao Cheng , Weixing Cao, Yan Zhu, Yunhui Zhang, and Xia Yao, 2024. Grain Protein Content Phenotyping in Rice via Hyperspectral Imaging Technology and a Genome-Wide Association Study, Plant Phenomics, 6:Article 0200. Ghulam Mustafa+, HengbiaoZheng+,Wei Li, Yuming Yin, Yongqing Wang, Meng Zhou, Peng Liu, Bilal Muhammad, Haiyan Jia, Guoqiang Li, Tao Cheng, Yongchao Tian, Weixing Cao, Yan Zhu, Xia Yao, 2023. Fusarium head blight monitoring in wheat ears using machine learning and multimodal data from asymptomatic to symptomatic periods. Frontiers in Plant Science, 13, 1102341. Hengbiao Zheng, Wenhan Ji, Wenhui Wang, Jingshan Lu, Dong Li, Caili Guo, XiaYao,Yongchao Tian, Weixing Cao, Yan Zhu, Tao Cheng, 2022. Transferability of models for predicting rice grain yield from unmanned aerial vehicle (UAV) multispectral imagery across years, cultivars and sensors. Drones, 6, 423. Zheng, Hengbiao; Ma, Jifeng; Zhou, Meng; Li, Dong; Yao, Xia; Cao, Weixing; Zhu, Yan; Cheng, Tao. (2020a). Enhancing the nitrogen signals of rice canopies across critical growth stages through the integration of textural and spectral information from Unmanned Aerial Vehicle (UAV) multispectral imagery. Remote Sensing, 12, 957. Zheng, Hengbiao; Zhou, Xiang; He, Jiaoyang; Yao, Xia; Cheng, Tao; Zhu, Yan; Cao, Weixing; Tian, Yongchao. (2020b). Early season detection of rice plants using RGB, NIR-G-B and multispectral images from unmanned aerial vehicle (UAV). Computers and Electronics in Agriculture, 169, 105223. Zheng, Hengbiao; Cheng, Tao; Zhou, Meng; Li, Dong; Yao, Xia; Tian, Yongchao; Cao, Weixing, Zhu, Yan (2019). Improved estimation of rice aboveground biomass combining textural and spectral analysis of UAV imagery. Precision Agriculture, 20, 611-629. Zheng, Hengbiao; Cheng, Tao; Li, Dong; Zhou, Xiang; Yao, Xia; Tian, Yongchao; Cao, Weixing, Zhu, Yan. (2018a). Evaluation of RGB, color-infrared and multispectral images acquired from unmanned aerial systems for the estimation of nitrogen accumulation in rice. Remote Sensing, 10, 824. Zheng, Hengbiao; Cheng, Tao; Li, Dong; Yao, Xia; Tian, Yongchao; Cao, Weixing, Zhu, Yan. (2018b). Combining unmanned aerial vehicle (UAV)-based multispectral imagery and ground-based hyperspectral data for plant nitrogen concentration estimation in rice. Frontiers in Plant Science, 9, 936. Zheng, Hengbiao; Li, Wei; Jiang, Jiale; Liu, Yong; Cheng, Tao; Tian, Yongchao; Zhu, Yan; Cao, Weixing; Zhang, Yu; Yao, Xia. (2018c). A comparative assessment of different modeling algorithms for estimating leaf nitrogen content in winter wheat using multispectral images from an unmanned aerial vehicle. Remote Sensing, 10, 2026. Zheng, Hengbiao; Cheng, Tao; Yao, Xia; Deng, Xinqiang; Tian, Yongchao; Cao, Weixing, Zhu, Yan (2016a). Detection of rice phenology through time series analysis of ground-based spectral index data. Field Crops Research, 198, 131–139. Zhou, Xiang; Zheng, Hengbiao; Xu, Xiaoqing; He, Jiaoyang; Ge, Xiaokang; Yao, Xia; Cheng, Tao; Zhu, Yan; Cao, Weixing, Tian, Yongchao (2017). Predicting grain yield in rice using multi-temporal vegetation indices from UAV-based multispectral and digital imagery. ISPRS Journal of Photogrammetry and Remote Sensing, 130, 246-255. Li, Dong; Wang, Xue; Zheng, Hengbiao; Zhou, Kai; Yao, Xia; Tian, Yongchao; Zhu, Yan; Cao, Weixing, Cheng, Tao (2018). Estimation of area- and mass-based leaf nitrogen contents of wheat and rice crops from water-removed spectra using continuous wavelet analysis. Plant Methods, 14, 76. Liu, Xiaojun; Ferguson, Richard B.; Zheng, Hengbiao; Cao, Qiang; Tian, Yongchao; Cao, Weixing, Yan, Zhu (2017). Using an active-optical sensor to develop an optimal NDVI dynamic model for high-yield rice production (Yangtze, China). Sensors, 17, 672. 吉文翰，郑恒彪*，王迪，唐伟杰，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，2024。 郑恒彪，吉文翰，郭彩丽，邱小雷，姚霞，江冲亚，朱艳，曹卫星，程涛*. 无人机遥感作物估产研究进展，南京农业大学学报，2024。
科研项目： 1、农作物关键农情参量实时感知和技术研究，国家重点研发计划子课题（2022YFD2001102-02），2022.7-2027.7，主持，在研； 2、基于无人机多源遥感影像和深度学习的水稻种质资源产量估测研究，中国博士后科学基金特别资（2022T150327），2022.07-2024.06，主持，在研； 3、基于无人机多源遥感影像和深度学习的大田水稻籽粒蛋白质含量预测研究，国家自然科学基金青年项（32101617），2022.01-2024.12，主持，在研； 4、作物模型与高分辨率遥感融合的作物产量及品质动态预测方法，国家重点研发计划子课题（2019YFE0125500-04），2021.02-2023.03，主持，结题； 5、基于无人机多光谱影像的水稻蛋白质含量预测研究，中国博士后面上项目（2019M651854），2019.07-2022.06，主持，结题； 6、基于无人机多传感器的水稻产量预测研究，江苏省自然科学基金（BK20190517），2019.07-2022.06，主持，结题。
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