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张 初
个人简介
张初,博士、副教授、硕士生导师。1987年生,2011年获西北农林科技大学工学学士学位,2016年获浙江大学工学博士学位。
先后主持和参与国家和省部级科研课题多项。在《Comprehensive reviews in food science and food safety》、《Transactions of the ASABE》、《Food Chemistry》、《农业工程学报》等国内外和会议上发表论文多篇。
研究方向
基于光谱和光谱成像的植物表型信息高通量获取技术和方法、农产品品质快速检测等
代表性成果
论文(近期):
(1)Hangjian Chu#, Chu Zhang#, Mengcen Wang, Mostafa Gouda, Xinhua Wei, Yong He, Yufei Liu. Hyperspectral imaging with shallow convolutional neural networks (SCNN) predicts the early herbicide stress in wheat cultivars. Journal of Hazardous Materials,2022, 421, 126706.
(2)Tianying Yan#, Wei Xu#, Jiao Lin, Long Duan, Pan Gao*, Chu Zhang*, Xin Lv*. Combining Multi-Dimensional Convolutional Neural Network (CNN) With Visualization Method for Detection of Aphis gossypii Glover Infection in Cotton Leaves Using Hyperspectral Imaging. Frontiers in Plant Science, 2021, 12, 604510.
(3)Lei FENG, Baohua Wu, Susu Zhu, Junmin Wang, Zhenzhu Su, Fei Liu, Yong He, Chu Zhang*. Investigation on data fusion of multi-source spectral data for rice leaf diseases identification using machine learning methods. Frontiers in Plant Science, 2020, 11, 577063.
(4)Chu Zhang#, Wenyan Wu#, Lei Zhou, Huan Cheng, Xingqian Ye*, Yong He*. Developing deep learning based regression approaches for determination of chemical compositions in dry black goji berries (Lycium ruthenicum Murr.) using near-infrared hyperspectral imaging. Food Chemistry, 2020, 319: 126536
(5)张初,刘飞,何勇,丁希斌,孔汶汶,冯雷. 一种精细化作物施肥系统及氮肥施肥方法, 2016.08.24, 201410156491.9
主要科研项目
主持:
(1) 基于化学成像技术的作物三维可视化高通量表型测量机理与方法研究,国家自然科学基金,61705195, 2018/01-2020/12
联系方式
chuzh@zjhu.edu.cn