植被遥感与病虫害应用

2002.09 – 2005.06，北京师范大学  地图学与地理信息系统专业  博士学位
1997.09 – 2000.06，安徽农业大学  作物栽培学与耕作学专业  硕士学位
1993.09 – 1997.06，安徽农业大学  农学专业  学士学位

2020.03至今  中国科学院空天信息创新研究院 数字地球院重点实验室   研究员
2012.09 – 2020.02  中国科学院遥感与数字地球研究所 数字地球院重点实验室   研究员
2012.04 – 2012.08  中国科学院对地观测与数字地球科学中心 数字地球院重点实验室   研究员
2000.08 - 2012.03  北京市农林科学院农业信息技术研究中心   助研、副研、研究员
2005.09 - 2008.06  中国科学院遥感应用研究所   博士后

[1] 2015.03 - 2018.03   中国科学院国际合作重点项目“主要作物主要病虫害遥感监测与预警研究”   项目负责人
[2] 2016.01 - 2019.12   国家自然科学基金“类胡萝卜素探测作物养分胁迫的光谱诊断机理与方法研究”   项目负责人
[3] 2016.01 - 2020.12   中欧龙计划4期项目“SINO- EU, Dragon 4 proposal: Combined exploitation of SINO-EU earth observation data for supporting the monitoring and management of agricultural resources”   项目负责人
[4] 2016.04 - 2019.04   国家自然科学基金国际(地区)合作与交流重点项目“主要作物病虫害遥感监测与预测方法研究”   项目负责人
[5] 2016.07 - 2020.12   国家重点研发计划项目课题“遥感立体协同观测与地表要素高精度反演”   课题负责人
[6] 2017 – 2019   GEO国际合作项目“Global wheat pest and disease habitat monitoring and risk forecasting”   项目负责人
[7] 2017.01 - 2019.12   中意国际合作项目“新发卫星协同观测的作物理化参数高精度反演与病虫害遥感监测研究”   项目负责人
[8] 2018.01 - 2019.03   UK-China Research and Innovation Partnership Fund Project“Data Services for Agricultural Resilience”   项目负责人
[9] 2018.01 - 2022.12   中国科学院Ａ类战略性先导科技专项“地球大数据科学工程”课题全球基础空间信息产品系统   课题负责人
[10] 2020.07 - 2025.12   中欧龙计划5期项目“SINO- EU, Dragon 5 proposal: Application Of Sino-Eu Optical Data Into Agronomic Models To Predict Crop Performance And To Monitor And Forecast Crop Pests And Diseases”   项目负责人
[11] 2021.01 - 2024.12   国家自然科学基金“草地贪夜蛾适生区遥感提取与发生预测研究”   项目负责人

[1] 2007   北京市科技进步奖三等奖   排名第4
[2] 2008   北京市农业技术推广奖二等奖   排名第3
[3] 2009   中华农业科技奖三等奖   排名第2
[4] 2010   国家科技进步奖二等奖   排名第4
[5] 2014   测绘科技进步奖一等奖   排名第11
[6] 2015   国家创新人才推进计划科技创新领军人才
[7] 2015   大北农科技奖成果奖二等奖   排名第4
[8] 2016   国务院政府特殊津贴
[9] 2016   中国科学院杰出科技成就奖   排名第7
[10] 2017   中华农业科技奖一等奖   排名第5
[11] 2017   科技进步奖二等奖   排名第3
[12] 2018   国家高层次人才特殊支撑计划“万人计划”
[13] 2018   国家科技进步奖二等奖   排名第7

[1] Xianfeng Zhou, Wenjiang Huang*, Quanjun Jiao, Chaoyang Wu, Juhua Luo. Remote estimation of canopy nitrogen content in winter wheat using airborne hyperspectral reflectance measurements. Advances in Space Research, 2016, 58: 1627-1637.
[2] Weiping Kong, Wenjiang Huang*, Raffaele Casa, Xianfeng Zhou, Xiaoyu Song. Estimation of carotenoid content at the canopy scale using carotenoid triangle ratio index from in situ and simulated hyperspectral Data. Journal of Applied Remote Sensing, 2016, 10(2): 026035.
[3] Qiaoyun Xie, Wenjiang Huang*, Bing Zhang, Pengfei Chen, Xiaoyu Song, Simone Pascucci, Stefano Pignatti, Giovanni Laneve, Yingying Dong. Estimating winter wheat leaf area index from ground and hyperspectral observations using vegetation indices. IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, 2016, 9(2): 771-780.
[4] Ye Huichun, Huang Yuanfang, Huang Wenjiang*, Zhang Shiwen, Chen Pengfei, Huang Shanyu, Hou Sen. Effects of land use change on the spatiotemporal variability of soil organic carbon in an urban-rural ecotone of Beijing. Journal of Integrative Agriculture, 2016, 15(4): 918-928.
[5] Weiping Kong, Wenjiang Huang*, Jiangui Liu, Qiming Qin, Pengfei Chen, Huichun Ye, Dailiang Peng, Yingying Dong, A. Hugh Mortimer. Estimation of canopy carotenoid content of winter wheat using multi-angle hyperspectral data. Advances in Space Research, 2017, 60(9): 1988-2000.
[6] Yue Shi, Wenjiang Huang*, Juhua Luo, Linsheng Huang, Xianfeng Zhou, Detection and discrimination of pests and diseases in winter wheat based on spectral indices and kernel discriminant analysis. Computers and Electronics in Agriculture, 2017, 141: 171-180.
[7] Weiping Kong, Wenjiang Huang*, Raffaele Casa, Xianfeng Zhou, Huichun Ye and Yingying Dong. Off-nadir hyperspectral sensing for estimation of vertical profile of leaf chlorophyll content within wheat canopies. Sensors 2017, 17(12): 2711.
[8] Yue Shi, Wenjiang Huang*, Xianfeng Zhou. Evaluation of wavelet spectral features in pathological detection and discrimination of yellow rust and powdery mildew in winter wheat with hyperspectral reflectance data. Journal of Applied Remote Sensing. 2017, 11(2): 026025.
[9] Huichun Ye, Wenjiang Huang*, Shanyu Huang, Yuanfang Huang, Shiwen Zhang, Yingying Dong, Pengfei Chen. Effects of different sampling densities on geographically weighted regression kriging for predicting soil organic carbon. Spatial Statistics, 2017, 20: 76-91.
[10] Dailiang Peng, Xiaoyang Zhang, Chaoyang Wu, Wenjiang Huang*, Alemu Gonsamo, Alfredo R. Huetee, Kame Didan, Bin Tang, Xinjie Liu, Bing Zhang. Intercomparison and evaluation of spring phenology products using National Phenology Network and AmeriFlux observations in the contiguous United States. Agricultural and Forest Meteorology, 2017, 242: 33-46.
[11] Xianfeng Zhou, Wenjiang Huang*, Weiping Kong, Huichun Ye, Yingying Dong, Raffaele Casa. Assessment of leaf carotenoids content with a new carotenoid index: development and validation on experimental and model data. International Journal of Applied Earth Observation and Geoinformation. 2017, 57: 24-35.
[12] Muhammad Usman Liaqat, Muhammad Jehanzeb Masud Cheema, Wenjiang Huang, Talha Mahmood, Muhammad Zaman, Muhammad Mohsin Khan. Inter-comparison of MODIS and LANDSAT multiband vegetation indices used for wheat yield estimation in irrigated indus basin. Computers and Electronics in Agriculture, 2017, 138: 39-47.
[13] Wenjiang Huang*, Junjing Lu, Weiping Kong, A. Hugh Mortimer, Yue Shi. Quantitative Identification of crop disease and nitrogen-water stress in Winter Wheat Using Continuous Wavelet Analysis. International Journal of Agricicultural and Biological Engineering, 2018; 11(2): 145–152.
[14] Yue Shi, Wenjiang Huang*, Yingying Dong, Dailiang Peng, Qiong Zheng, Puyun Yang. The influence of landscape’s dynamics on the Oriental Migratory Locust habitat change based on the time-series satellite data. Journal of Environmental Management. 2018, 218: 280-290.
[15] Yue Shi, Wenjiang Huang*, Pablo González-Moreno., Belinda Luke, Yinging Dong, Qiong Zheng, Huiqin Ma, Linyi Liu. Wavelet-based rust spectral feature set (WRSFs): a novel spectral feature set based on continuous wavelet transformation for tracking progressive host-pathogen interaction of yellow rust on wheat. Remote Sensing, 2018, 10(4): 525.
[16] Yue Shi, Wenjiang Huang*, Huichun Ye, Chao Ruan, Naichen Xing,Yun Geng, Yingying Dong, Dailiang Peng. Partial least square discriminant analysis based on normalized two-stage vegetation indices for mapping damage from rice diseases using planetScope datasets. Sensors 2018, 18: 1901.
[17] Qiaoyun Xie, Jadu Dash, Wenjiang Huang*, Qiming Qin, Hugh Mortimer, Dailiang Peng, Huichun Ye, Yingying Dong. Retrieval of crop biophysical parameters from Sentinel-2 remote sensing imagery. IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, 2018, (99): 1-12.
[18] Qiong Zheng, Wenjiang Huang*, Ximin Cui, Yue Shi, Linyi Liu. New spectral index for detecting wheat yellow rust using sentinel-2 multispectral imagery. Sensors, 2018, 18: 868，
[19] Lingsheng Huang, Furan Song, Wenjiang Huang, Jinling Zhao, Huichun Ye, Xiaodong Yang, Dong Liang. New triangle vegetation indices for estimating leaf area index on maize. Journal of the Indian Society of Remote Sensing, 2018, 46(11): 1907-1914.
[20] Hanyue Chen, Wenjiang Huang*, Wang Li*, Zheng Niu, Liming Zhang, Shihe Xing. Estimation of LAI in winter wheat from multi-angular hyperspectral VNIR data: effects of view angles and plant architecture. Remote Sensing, 2018, 10(10): 1630
[21] Wei Feng*, Wenjiang Huang *, Jinchang Ren, 2018. Class imbalance ensemble learning based on the margin theory. Applied Sciences, 2018, 8(5): 815.
[22] Mingquan Wu, Chenghai Yang, Xiaoyu Song, Wesley Clint Hoffmann, Wenjiang Huang, Zheng Niu, Changyao Wang, Wang Li, Bo Yu. Monitoring cotton root rot by synthetic Sentinel-2 NDVI time series using improved spatial and temporal data fusion. Scientific reports, 2018, 8(1): 1-12.
[23] Huichun Ye, Wenjiang Huang*, Bei Cui, Yingying Dong, Shanyu Huang, & Chuanshuai Ren. Mango grove relevant information extraction using GF-2 satellite data[C]//2018 7th International Conference on Agro-geoinformatics. IEEE, 2018: 1-6.
[24] Huiqin Ma, Yuanshu Jing, Wenjiang Huang, Yue Shi, Yingying Dong, Jingcheng Zhang, Linyi Liu. Integrating early growth information to monitor winter wheat powdery mildew using multi-temporal Landsat-8 imagery. Sensors, 2018, 18(10): 3290.
[25] Xianfeng Zhou, Wenjiang Huang,1, Jingcheng Zhang, Weiping Kong, Raffaele Casa, Yanbo Huang. A novel combined spectral index for estimating the ratio of carotenoid to chlorophyll content to monitor crop physiological and phenological status. International Journal of Applied Earth Observation Geoinformation, 2019, 76: 128-142
[26] Bei Cui, Qianjun Zhao, Wenjiang Huang *, Xiaoyu Song, Huichun Ye, Xianfeng Zhou. Leaf chlorophyll content retrieval of wheat by simulated RapidEye, Sentinel-2 and EnMAP data. Journal of Integrative Agriculture, 2019, 18(6): 60345-7
[27] Bei Cui, Qianjun Zhao, Wenjiang Huang *, Xiaoyu Song, Huichun Ye, Xianfeng Zhou. A new integrated vegetation index for the estimation of winter wheat leaf chlorophyll content. Remote Sensing, 2019, 11: 974.
[28] Qiong Zheng, Wenjiang Huang*, Ximin Cui*, Yingying Dong, Yue Shi, Huiqin Ma, and Linyi Liu. Identification of wheat yellow rust using optimal three-band spectral indices in different growth stages. Sensors 2019, 19: 35.
[29] Julius Tschannerl, Jinchang Ren, Frances Jack, Julius Krause, Huimin Zhao,Wenjiang Huang, Stephen Marshall. Potential of UV and SWIR hyperspectral imaging for determination of levels of phenolic flavour compounds in peated barley malt. Food Chemistry, 2019, 270: 105-112.
[30] Wei Feng, Gabriel Dauphin, Wenjiang Huang et al., New margin-based subsampling iterative technique in modified random forests for classification. Knowledge-Based Systems, 2019, 182: 104845.
[31] Wei Feng, Wenjiang Huang and Wenxing Bao. Imbalanced hyperspectral image classification with an adaptive ensemble method based on SMOTE and rotation forest with differentiated sampling rates. IEEE Geoscience and Remote Sensing Letters, 2019, 16(12): 1879-1883.
[32] Ma, Huiqin, Wenjiang Huang*, Yuanshu Jing*, Stefano Pignatti, Giovanni Laneve, Yingying Dong, Huichun Ye, Linyi Liu, Anting Guo, and Jing Jiang. Identification of fusarium head blight in winter wheat ears using continuous wavelet analysis. Sensors, 2019, 20 (1): 20.
[33] Xing, Naichen, Wenjiang Huang*, Qiaoyun Xie, Yue Shi, Huichun Ye, Yingying Dong, Mingquan Wu, Gang Sun, and Quanjun Jiao. A transformed triangular vegetation index for estimating winter wheat leaf area index. Remote Sensing, 2019, 12 (1): 16.
[34] Kong, Weiping, Wenjiang Huang*, Xianfeng Zhou, Hugh Mortimer, Lingling Ma, Lingli Tang, and Chuanrong Li. Estimating leaf water content at the leaf scale in soybean inoculated with arbuscular mycorrhizal fungi from in situ spectral measurements. International Journal of Agricultural and Biological Engineering, 2019, 12 (6): 149-55.
[35] Peng, Dailiang, Helin Zhang, Liangyun Liu, Wenjiang Huang, Alfredo R. Huete, Xiaoyang Zhang, Fumin Wang, et al. Estimating the aboveground biomass for planted forests based on stand age and environmental variables. Remote Sensing, 2019, 11 (19): 2270.
[36] Huang, Linsheng, Hansu Zhang, Wenjuan Ding, Wenjiang Huang, Tingguang Hu, and Jinling Zhao. Monitoring of wheat scab using the specific spectral index from ASD hyperspectral dataset. Journal of Spectroscopy, 2019.
[37] Ma, Huiqin, Wenjiang Huang*, Yuanshu Jing, Chenghai Yang, Liangxiu Han, Yingying Dong, Huichun Ye, et al. Integrating growth and environmental parameters to discriminate powdery mildew and aphid of winter wheat using bi-temporal Landsat-8 imagery. Remote Sensing, 2019, 11 (7): 846.
[38] Yanru Huang, Yingying Dong *, Wenjiang Huang *, Binyuan Ren, Qiaoyu Deng, Yue Shi, Jie Bai, Yu Ren, Yun Geng, Huiqin Ma. Overwintering distribution of fall armyworm (Spodoptera Frugiperda) in Yunnan, China, and influencing environmental factors. Insects, 2020, 11(11): 805.
[39] Yingxin Xiao, Yingying Dong *, Wenjiang Huang, Linyi Liu, Huiqin Ma, Huichun Ye, Kun Wang. Dynamic remote sensing prediction for wheat fusarium head Blight by combining host and habitat conditions. Remote Sensing, 2020, 12(18): 3046.
[40] Yingying Dong., Fang Xu, Linyi Liu, Xiaoping Du, Binyuan Ren, Anting Guo, Yun Geng, Chao Ruan, Huichun Ye, Wenjiang Huang, Yining Zhu. Automatic system for crop pest and disease dynamic monitoring and early forecasting. IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, 2020, 13:4410-18.
[41] Longlong Zhao, Wenjiang Huang*, Jinsong Chen, Yingying Dong, Binyuan Ren, and Yun Geng. Land use/cover changes in the oriental migratory locust area of China: implications for ecological control and monitoring of locust area. Agriculture, Ecosystems & Environment, 2020, 303: 107110.
[42] Xueling Li, Yingying Dong, Yining Zhu, Wenjiang Huang. Leaf area index estimation with EnMAP hyperspectral data based on deep neural network. Journal of Infrared and Millimeter Waves, 2020, 39(1):111-119.
[43] Chao Ding, Wenjiang Huang *, Yao Li, Shuang Zhao, and Fang Huang. Nonlinear changes in dryland vegetation greenness over east Inner Mongolia, China, in recent years from satellite time series. Sensors, 2020, 20 (14): 3839.
[44] Huichun Ye, Wenjiang Huang *, Shanyu Huang, Bei Cui, Yingying Dong, Anting Guo, Yu Ren, and Yu Jin. Identification of banana fusarium wilt using supervised classification algorithms with UAV-based multi-spectral imagery. International Journal of Agricultural and Biological Engineering. 2020, 13(3): 136-42.
[45] Yu Ren, Yanhua Meng, Wenjiang Huang *, Huichun Ye, Yuxing Han, Weiping Kong, Xianfeng Zhou, Bei Cui, Naichen Xing, Anting Guo and Yun Geng. Novel vegetation indices for cotton boll opening status estimation using Sentinel-2 data. Remote Sensing, 2020, 12(11): 1712.
[46] Guo, Anting, Wenjiang Huang *, Huichun Ye, Yingying Dong, Huiqin Ma, Yu Ren, and Chao Ruan. Identification of wheat yellow rust using spectral and texture features of hyperspectral images. Remote Sensing, 2020, 12(9): 1419.
[47] Linyi Liu, Yingying Dong, Wengjiang Huang *, Xiaoping Du, Binyuan. Ren, Linsheng Huang, Qiong Zheng, and Huiqin Ma. A disease index for efficiently detecting wheat fusarium head blight using Sentinel-2 multispectral imagery. IEEE Access, 2020, 8:52181-91.
[48] Ye, Huichun, Wenjiang Huang *, Shanyu Huang, Bei Cui, Yingying Dong, Anting Guo, Yu Ren, and Yu Jin. Recognition of banana fusarium wilt based on UAV remote sensing. Remote Sensing, 2020, 12(6): 938.
[49] Yue Shi, Liangxiu Han, Wenjiang Huang, Sheng Chang, Yingying Dong, Darren Dancey, Lianghao Han. A biologically interpretable two-stage deep neural network (BIT-DNN) for hyperspectral imagery classification. arXiv preprint arXiv:2004.08886, 2020.
[50] Naichen Xing, Wenjiang Huang, Yingying Dong, Huichun Ye, Stefano Pignatti, Giovanni Laneve, Raffaele Casa. Estimation of winter wheat leaf area index at different growth stages using optimized red-edge hyperspectral vegetation indices[C]//IOP Conference Series: Earth and Environmental Science. IOP Publishing, 2020, 509(1): 012027.
[51] Qiong Zheng, Wenjiang Huang, Huichun Ye, Yingying Dong, Yue Shi, Shuisen Chen. Using continous wavelet analysis for monitoring wheat yellow rust in different infestation stages based on unmanned aerial vehicle hyperspectral images. Applied Optics, 2020, 59(26): 8003-8013.
[52] Yun Geng, Longlong Zhao, Yingying Dong, Wenjiang Huang, Yue Shi, Yu Ren, Binyuan. Migratory locust habitat analysis with PB-AHP model using time-series satellite images. IEEE Access, 2020, 8: 166813-166823.
[53] Weiping Kong, Wenjiang Huang, Lingling Ma, Lingli Tang, Chuanrong Li, Yinli Bi. Detecting leaf phosphorus content in arbuscular mycorrhizal fungi-inoculated soybean using hyperspectral remote sensing data[C]//Remote Sensing for Agriculture, Ecosystems, and Hydrology XXII. International Society for Optics and Photonics, 2020, 11528: 115280M.
[54] Yu Ren, Wenjiang Huang, Huichun Ye, Yingying Dong, Yue Shi, Huiqin Ma, Linyi Liu, Chao Ruan, Yanru Huang. Discrimination of pests and diseases in winter wheat based on pigment sensitive indices[C]//AGU Fall Meeting 2020. AGU, 2020.
[55] Linyi Liu, Wenjiang Huang, Yingying Dong, Zhongxiang Sun, Yu Ren, Huichun Ye, Stefano Pignatti, Giovanni Laneve, Raffaele Casa. Rapid monitoring of winter wheat fusarium head blight using a hyperspectral UAV platform[C]//AGU Fall Meeting 2020. AGU, 2020.
[56] Linyi Liu, Yingying Dong, Wenjiang Huang, Xiaoping Du, Huiqin Ma. Monitoring Wheat fusarium head blight using unmanned aerial vehicle hyperspectral imagery. Remote Sensing, 2020, 12(22): 3811.
[57] Yun Geng, Yingying Dong, Longlong Zhao, Wenjiang Huang, Chao Ruan, Hansu Zhang, Biyao Zhang. Desert locust plague monitoring using time series satellite data. International Journal of Precision Agricultural Aviation, 2020, 3(4).
[58] Anting Guo, Wenjiang Huang, Yingying Dong, Huichun Ye, Huiqin Ma, Bo Liu, Wenbin Wu, Yu Ren, Chao Ruan, Yun Geng. Wheat yellow rust detection using UAV-based hyperspectral technology. Remote Sensing, 2021, 13(1): 123.
[59] Qiong Zheng, Huichun Ye, Wenjiang Huang, Yingying Dong, Hao Jiang, Chongyang Wang, Dan Li, Li Wang, Shuisen Chen. Integrating spectral information and meteorological data to monitor wheat yellow rust at a regional scale: a case study. Remote Sensing, 2021, 13(2): 278.

招生方向：植被遥感与应用，农业遥感，数字地球

在读学生
邢乃琛  博士研究生  070503-地图学与地理信息系统
耿芸    博士研究生  070503-地图学与地理信息系统
武彬    博士研究生  070503-地图学与地理信息系统 
郭安廷  博士研究生  070503-地图学与地理信息系统 
任淯    博士研究生  070503-地图学与地理信息系统 
黄滟茹  博士研究生  070503-地图学与地理信息系统 
阮超    博士研究生  070503-地图学与地理信息系统
郝卓青  博士研究生  070503-地图学与地理信息系统

已毕业学生
2017 周贤锋  博士研究生  070503-地图学与地理信息系统 
2017 谢巧云  博士研究生  070503-地图学与地理信息系统 
2017 任传帅  硕士研究生  085208-电子与通信工程 
2018 孔维平  博士研究生  070503-地图学与地理信息系统
2019 师越    博士研究生  070503-地图学与地理信息系统 
2019 崔贝    博士研究生  070503-地图学与地理信息系统 
2020 刘林毅  博士研究生  070503-地图学与地理信息系统