Basic Information/ Introduction |
Zhang Hongming, male, a Mongol born in Chifeng, Inner Mongolia. He is a doctor, professor, and doctoral supervisor, awarded as Baogang Excellent Teacher. He is the executive director of the CCF Digital Agricultural Branch, Chinese Society of Agricultural Engineering, Shaanxi Computer Society, Shaanxi Computer Education Society, and the Expert of Shaanxi Agriculture and Rural Areas Information. He also serves as the leader of the Shaanxi College Youth Creativity Team, “Agricultural Information Processing and Intelligent Analysis”. He has been a visiting scholar and postdoctoral researcher at the Water Resources Institute of CSIRO and at the Department of Environmental Science of Wageningen University & Research. He has been awarded “Outstanding Teacher” and “Favorite Teacher of Graduates” many times. He is mainly engaged in the research and practice of Agricultural Artificial Intelligence, Spatial Big Data Analysis, Digital Terrain Model, etc. He has presided over and participated in many relevant research projects including the “973 Program”, “863 Program”, Key Research and Development, and the National Natural Science Foundation of China. In recent years, he has published 72 papers in Geoderma, Catena, Remote Sensing, Computers & Geosciences, Journal of Hydraulic Engineering, Transactions of the Chinese Society of Agricultural Engineering, Transactions of the Chinese Society of Agricultural Machinery, etc., with 46 papers indexed by SCI or EI. Zhang Hongming has applied methods such as machine learning and deep learning to crop growth, animal monitoring, geospatial data analysis & mining, constructed new agricultural artificial intelligence technologies and methods, and provided solutions for agricultural wisdom. He has combined regional soil erosion evaluation with GIS spatial analysis methods and designed & formed a digital terrain analysis solution under big data conditions. He has also combined GIS and RS with agricultural production to complete several expert systems such as water and fertilizer diagnosis and apple pest and disease diagnosis. |
Areas of Research Interests/Research Projects |
Artificial Intelligence, Smart Agriculture, Digital Terrain Model, GIS and Sensing, Erosion Evaluation Model
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Courses |
He undertakes the teaching of courses such as Object Orient Analysis & Design, .NET Technology, Object Oriented Programming, Object Oriented Programming (A), etc. He has taken charge of 6 teaching reform projects, including New Engineering Project of the Ministry of Education, Industry and College Collaborative Education Program. He has published 8 papers on teaching reform. He is awarded 1 Special Prize and 2 First Prizes for Shaanxi Provincial Teaching Achievement, and 1 second prize of School’s Teaching Achievement. He has edited 1 textbook and coedited 2 textbooks. |
Academic Achievement |
§ Papers: Dong, L, Ge, C, Zhang, H*, Liu, Z, Yang, Q, Jin, B, Ritsema, CJ, Geissen, V. An optimized method for extracting slope length in RUSLE from raster digital elevation. Catena, 2022, 209(2): 105818.（IF: 5.198 中科院一区）（Full Text） Ge C, Wang M, Zhang H* , Chen H, Sun H, Chang Y, Yang Q. A Low-Rank Group-Sparse Model for Eliminating Mixed Errors in Data for SRTM1[J]. Remote Sensing, 2021, 13 (7): 1346.（IF：4.509 中科院二区）（Full Text） Wang M, Baartman J E M, Zhang H* , Yang Q, Li S, Yang J, Cai C, Wang M, Ritsema C J, Geissen V. An integrated method for calculating DEM-based RUSLE LS[J]. Earth Science Informatics, 2018.（IF:1.897）（Full Text） Zhang H , Yang J, Baartman J E, Li S, Jin B, Han W, Yang X, Gai L, Ritsema C J, Geissen V. Quality of terrestrial data derived from UAV photogrammetry: a case study of Hetao irrigation district in northern China[J]. International Journal of Agricultural and Biological Engineering, 2018, 11 (3): 171-177.（IF：1.465）（Full Text） Zhang, H , Wei, J, Yang, Q, Baartman, JEM, Gai, L, Yang, X, Li, S, Yu, J, Ritsema, CJ, Geissen, V. 2017. An improved method for calculating slope length (λ) and the LS parameters of the Revised Universal Soil Loss Equation for large watersheds. Geoderma, 2017, 308: 36-45.（IF：4.848 中科院一区）（Full Text） Zhang H , Yao Z, Yang Q, Li S, Baartman J E M, Gai L, Yao M, Yang X, Ritsema C J, Geissen V. An integrated algorithm to evaluate flow direction and flow accumulation in flat regions of hydrologically corrected DEMs[J]. Catena, 2017, (151): 174-181.（IF：4.333 中科院一区）（Full Text） Wang M, Sun Y, Zhang H* , Qian K, Chang J, He D. Digital Relief Generation from 3D Models[J]. Chinese Journal of Mechanical Engineering, 2016, 29 (6): 1128-1133.（IF:1.413）（Full Text） Zhang H , Yang Q, Li R, Liu Q, Moore D, He P, Ritsema C J, Geissen V. Extension of a GIS procedure for calculating the RUSLE equation LS factor[J]. Computers & Geosciences, 2013, 52 (0): 177-188.（IF：2.721）（Full Text） Zhang H , Yang Q, Li S, Wang M, Ying M, Lang H, Dong X. Design and implementation of regional LS factor computing tool based on GIS and array operation[J]. Mechatronics, Applied Mechanics and Energy Engineering, 2013, (394): 509-514.（EI）（Full Text） Zhang H , Yang Q, Li S, Han W, Yu S, Zhao X,DEM based Extraction of LS factor: integrate channel networks and convergence flow.in Geomorphometry 2013.2013 of Conference. Nanjing（Full Text） Zhang H , Li R, Yang Q, McVicar T R, Li L, Liu Q, Zhang Y, Liu Q. Integration of a Water Balance Model with a Decision Support Tool in the Loess Plateau of China[M]. 2009.（Full Text） Wang M, Guo S, Zhang H , He D, Chang J, Zhang J J. Saliency-based relief generation[J]. Iete Technical Review, 2013, 30 (6): 454-460.（IF：1.618）（Full Text） Han W, Huang Y, Zhang C, Ooi S K, Zhang H , Liu J. Factors influencing fruit farmers' decision To change irrigation methods in arid regions using logistic modeling[J]. International Agricultural Engineering Journal, 2013, 22 (2): 8-17.（EI）（Full Text） Wang C, Yang Q, Guo W, Liu H, Jupp D, Li R, Zhang H . Influence of resolution on slope in areas with different topographic characteristics[J]. Computers & Geosciences, 2012, 41 (0): 156-168.（IF：2.721）（Full Text） ZHANG Hongming, WANG Run, DONG Peijie, SUN Hongguang, Li Shuqin, WANG Hongyan. Beef Cattle Multi-target Tracking Based on DeepSORT Algorithm[J]. Transactions of the Chinese Society for Agricultural Machinery, 2021,52(04):248-256.（Indexed by EI） ZHANG Hongming, CHEN Lijun, LIU Wen, HAN Wenting, ZHANG Shuyin, ZHANG Fan. Estimation of Summer Corn Fractional Vegetation Coverage Based on Stacking Ensemble Learning[J]. Transactions of the Chinese Society for Agricultural Machinery, 2021,52(07):195-202.（Indexed by EI） ZHANG Hongming, QUAN Kai, YANG Ya-nan, YANG Jiangtao, CHEN Huan, GUO Weiling. Super-resolution Reconstruction of DEM in Mountain Area Based on Deep Residual Network[J]. Transactions of the Chinese Society for Agricultural Machinery, 2021,52(01):178-184.（Indexed by EI） ZHANG Hongming, FU Zhenyu, HAN Wenting, YANG Guang, NIU Dangdang, ZHOU Xinyu. Detection Method of Maize Seedings Number Based on Improved YOLO[J]. Transactions of the Chinese Society for Agricultural Machinery,2021,52(04):221-229.（Indexed by EI） GE Chenyu, DONG Liang, XU Yikun, CHANG Yi, ZHANG Hongming. Global-scale radar data restoration algorithm based on total variation and low-rank group sparsity[J]. Journal of Computer Applications, 2021. ZHANG Hongming, CHANG Yi, YANG Qinke, ZHANG Quan, DONG Liang, XU Yikun. Topographic Factor Extraction Method Based on SRTM[J]. Transactions of the Chinese Society for Agricultural Machinery, 2021.（Indexed by EI） DONG Liang, ZHANG Hongming, WANG Yanze, ZHAN Qiru, FAN Xiao. An Estimation Method of Flow Direction over Flat Drainage Network in Digital Elevation Models[J]. Remote Sensing Information, 2020,35(03):130-137. ZHANG Hongming, WU Jie, LI Yongheng, LI Shuqin, WANG Hongyan, SONG Rongjie. Recognition Method of Feeding Behavior of Muiti-target Beef Cattle[J]. Transactions of the Chinese Society for Agricultural Machinery, 2020,51(10):259-267.（Indexed by EI） Wang Meng, Zhang Hongming. Calculation of topographic factor on soil erosion based on MapReduce[J]. Application Research of Computers, 2019, 36 (6): 1-6. Xue Mudan, Zhang Hongming, Yang Jiangtao, Li Xingshu. Extraction of terrace information based on UAV image and topographic index[J]. Application Research of Computers, 2019, 36 (9): 1-9. ZHANG Hongming, WANG Bin, HAN Wenting, YANG Jiangtao, PU Pan, WEI Jicheng. Extraction of Irrigation Networks in Irrigation Area of UAV Orthophotos Based on Fully Convolutional Networks[J]. Transactions of the Chinese Society for Agricultural Machinery, 2019, 50 (06): 241-248.（Indexed by EI） ZHANG Hongming, WANG Jiajia, HAN Wenting, LI Shuqin, WANG Hongyan, FU Zhenyu. Crop Canopy Temperature Extraction Based on Thermal Infrared Remote Sensing Images[J]. Transactions of the Chinese Society for Agricultural Machinery, 2019, 50 (04): 203-210. （Indexed by EI） ZHANG Hongming, TAN Ziwei, HAN Wenting, ZHU Shanna, ZHANG Shuyin, GE Chenyu. Extraction Method of Maize Height Based on UAV Remote Sensing[J]. Transactions of the Chinese Society for Agricultural Machinery, 2019, 50 (05): 241-250.（Indexed by EI） ZHANG Hongming, LIU Wen, HAN Wenting, LIU Quanzhong, SONG Rongjie, HOU Guihe. Inversion of Summer Maize Leaf Area Index Based on Gradient Boosting Decision Tree Algorithm[J]. Transactions of the Chinese Society for Agricultural Machinery, 2019, 50 (05): 251-259. （Indexed by EI） ZHANG Hongming, REN Qiang, HAN Wenting, YANG Jiangtao, YANG Qinke, ZHANG Jiong. Extraction of Irrigation Networks of UAV Orthophotos Based on SVM Classification Method[J]. Transactions of the Chinese Society for Agricultural Machinery, 2018, 49 (2): 141-148.（Indexed by EI） ZHANG Hongming, HU Yong, YANG Qinke, YANG Jiangtao, WANG Meili, ZHANG Jiong. Segmentation Method of Terraced Fields Based on Image and Gradient Data[J]. Transactions of the Chinese Society for Agricultural Machinery, 2018, 49 (4): 249-256.（Indexed by EI） ZHANG Hongming, WANG Meng, YANG Qinke, JIN Bei, WANG Meili, LI Rui. Effect of Slope Cutoff in Extraction of Distributed Soil Erosion Slope Length[J]. Geomatics and Information Science of Wuhan University, 2018, 43 (11): 1753-1760.（Indexed by EI） SONG Rongjie, NING Jifeng, CHANG Qingrui, BAN Songtao, LIU Xiuying, ZHANG Hongming. Kiwifruit Orchard Mapping Based on Wavelet Textures and Random Forest[J]. Transactions of the Chinese Society for Agricultural Machinery, 2018, 49: 222-231.（Indexed by EI） Zhang Hongming, Zhao Jianbang, Geng Yaojun. On the Software Talents Training Mode of Academic Competition and Educational Practice[J]. Heilongjiang Jiaoyu (Gaojiao Yanjiu Yu Pinggu), 2018, (06): 65-67. ZHANG Hongming, LI Yao, WANG Meng, HAN Wenting, NING Jifeng, WANG Meili. Extraction Method of Irrigation Networks in Irrigated Area Based on UAV DEM[J]. Transactions of the Chinese Society for Agricultural Machinery, 2017, 48 (10): 165-171.（Indexed by EI） ZHANG Hongming, YANG Qinke, WANG Meng, YANG Jiangtao, WANG Meili, JIN Bei. Analysis of DEM Resolution on Erosional Terrain Characteristics of Terrace Area[J]. Transactions of the Chinese Society for Agricultural Machinery, 2017, 48 (10): 172-179.（Indexed by EI） ZHANG Hongming, SONG Zelu, YANG Jiangtao, YANG Qinke, WANG Chunmei, LI Rui. Influence of DEM Super-resolution Reconstruction on Terraced Field Slope Extraction[J]. Transactions of the Chinese Society for Agricultural Machinery, 2017, 48 (1): 112-118+138.（Indexed by EI） ZHANG Hongming, YANG Qinke, WANG Meng, JIN Bei, Wang Lei, LI Rui. Effect of channel networks cutoff on extraction of distributed erosion slope length[J]. Journal of Hydraulic Engineering, 2017, 48 (5): 12-21.（Indexed by EI） ZHANG Hongming, YANG Qinke, LI Rui, LIU Qingrui. Research on the estimation of slope length in distributed watershed erosion[J]. Journal of Hydraulic Engineering, 2012, 43 (4): 437-444.（Indexed by EI） Zhang Hongming, Yang Qinke, Li Rui, et al. Estimation methods of slope gradient and slope length in watershed based on GIS and multiple flow direction algorithm[J]. Transactions of the Chinese Society of Agricultural Engineering (Transactions of the CSAE), 2012,28(10):159-164.（Indexed by EI） § Approved Patents: Patent No.: ZL 2019 1 1036530.0 Name: A Slope Extraction Method Based on SRTM Data Patent No.: ZL 2019 1 1365426.6 Name: A Slope Length Extraction Method Based on SRTM Patent No.: ZL20141005879.9 Name: A Spatial and Temporal Dynamic Analysis Method of Soil Erosion in Mesoscale Watersheds Based on GIS Patent No.: ZL 2015 1 1027245.4 Name: An Estimation Method of Intercepted Silt by Silt Dam Based on GIS Patent No.: ZL 2015 1 0639241.5 Name: An Estimation Method of Flow Direction over Flat Drainage Network Based on Digital Elevation Models § Approved Software Copyrights: Multi-objective Posture Estimation Software for Beef Cattle; Registration No.: 2021SR0516564 Canal Extraction Software for Irrigation Area Based on UAV DEM; Registration No.: 2017SR087607 An Estimation Tool Software of Intercepted Silt by Silt Dam; Registration No.: 2016SR170246 Catchment Area Calculation Software Based on Watershed Tree; Registration No.: 2016SR204288 Grid Data Frequency Curve Tool Software; Registration No. 2009SR042785 Regional Soil Erosion Data Management Information System; Registration No.: 2009SR043133 Rainfall Erosivity Calculation Software; Registration No.: 2010SR034023 Local Area Network (LAN) Management Software; Registration No.: 2010SR034022 An Empirical Model Simulation System for Annual Erosion and Sand Production in Mesoscale Watershed on the Loess Plateau; Registration No.: 2012SR130289 Regional Terrain Factor Extraction Tool Software; Registration No.: 2012SR132016 § Projects: R & D and Demonstration of Socialized Service Platform for Advanced and Applicable Agricultural Technologies（2020YFD1100601）,Key Research and Development Program (RMB15.43 million), 2020.10-2022.12, director. The Study of Theoretical Model on Slope Length in Erosion（41771315）, The National Natural Science Foundation of China (RMB 560,000), 2017.01-2021.12, director. Water Measurement and Control Technology and Equipment for Irrigation Area (2017YFC0403203), National Key Research and Development Project (RMB 300,000), 2017.07-2020.12, sub-project leader. Research on Slope Length Extraction Technology in Watershed Erosion(2015JM4142), Shaanxi Natural Science Foundation (RMB 30,000), 2015.01-2017.12, director. Research on Gully Cutoff Method of the Slope Length Extraction in Erosion（41301283）, The National Natural Science Foundation of China (RMB 250,000), 2014.01-2016.12, director. Research on the Slope Length Extraction Method in Erosion (QN2013051), Sci-tech Innovation Special Project of Northwest A&F University, 2013.01-2015.12, director. Integration and Service of Farmland Information Accurate Acquisition Technology by Multi-remote Sensing Platform in Dry Area, National Science and Technology Support Program, 2012.01-2014.12, main participant. Research on Slope Length in Distributed Watershed for Soil Erosion Evaluation (41071188), National Natural Science Foundation of China, 2011.01-2013.12, main participant. The Study on Regional Soil Erosion Model（The 4th Subject of 973 Program, 2007CB407204）,Ministry of Science and Technology, 2011.01-2015.12, participant. Research on Parallel Visualization and Simulation Method of Water Erosion based on Heterogeneous Platform（QN2012032）,Sci-tech Innovation Special Project of Northwest A&F University, 2012.03-2014.03, main participant. Modern Water-saving Agricultural Technology System Innovation and Integrated Application（2010AA100223）, Ministry of Science and Technology, 2010.12-2013.12, main participant. Research on Self-organization Evolution Model and Performance Evaluation Method of Agricultural Machinery Cooperative Management（QN2009042）,Sci-tech Innovation Special Project of Northwest A&F University, 2010.01-2013.12, main participant. |