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研究员

  • 姓名: 李强子
  • 性别: 男
  • 职称: 研究员
  • 职务: 
  • 学历: 博士
  • 电话: 010-64855094
  • 传真: 010-64855094
  • 电子邮件: liqz@radi.ac.cn
  • 通讯地址: 北京市朝阳区北辰西路奥运科学园区遥感地球所
    简  历:
  •     李强子,中国科学院空天信息创新研究院研究员,博士生导师,俄罗斯自然科学院外籍院士,中国农学会、中国自然资源学会等专委委员。开发了国内第一个农情遥感监测系统,发展了精细尺度的农情遥感监测技术,解决了国家粮食安全管理、农业智慧化栽培、农业保险、农业补贴等遥感技术问题;开展了卫星遥感、无人机和社会感知在公安禁毒、公安边防、海关缉私、自然资源管理和生态管理等领域的业务化应用。先后主持和参与科技部重大专项、国家自然科学基金、中科院特别支持、高分辨率专项等项目80余项,公开发表论文200余篇,其中SCI检索90余篇,专利13项,软件著作权10项。获得北京市、河南省、公安部、生态环境部等省部级科技奖项5项。

    工作经历

    2018.09--至今        中国科学院空天信息创新研究院     研究员

    2012.03--2018.08     中国科学院遥感与数字地球研究所   研究员

    2012.03--2012.08     中国科学院遥感应用研究所         研究员

    2005-09--2012.02     中国科学院遥感应用研究所         副研究员

    2001-03--2005.09     中国科学院遥感应用研究所         助理研究员

    1998-07--2001.03     中国科学院遥感应用研究所         研究实习员

    社会任职:
    研究方向:
  • 农作物遥感识别与面积估算、粮食生产能力遥感估算、农业灾害与农业环境遥感分析、农业信息化、生态环境遥感,以及公安遥感应用技术


    承担科研项目情况:
  • (1)      国家重点研发计划“基于机器/深度学习的全球小麦、水稻产量高精度估算与预测”,子课题负责人,2023.12-2026.11;

    (2)      国家任务:“典型黑土区耕地粮食生产能力关键要素遥感监测产品”,课题负责人,2022.8-2024.1;

    (3)      国家任务:“黄淮海农业统计作物产量估计技术”,课题负责人,2022.7 – 2023.12;

    (4)      国家任务:“全球粮食供需安全形势评估”,课题负责人,2022.3-2023.12;

    (5)      国家重点研发计划“耕地生产能力与生态可持续利用立体监测技术”,课题负责人,2021.12-2026.11;

    (6)      中国科学院战略性先导科技专项A“海伦示范区粮食生产潜力与退化黑土保育技术区域推广适宜性评估”,子课题负责人,2021.11-2026.10;

    (7)      国家自然科学基金面上项目“农田场景分析支持的高分辨率农作物精确识别与面积精准估算方法研究”,项目负责人,2021.1-2024.12;

    (8)      中国科学院战略性先导科技专项A“风暴潮和极端降水对关键节点区域影响的风险评估和关键节点区域环境问题综合评估”,子课题负责人,2018.3-2023.2;

    (9)      国家任务:“基于GF-7卫星高分辨率遥感数据的农作物单产预测与估算方法”,课题负责人,2018.1-2019.12;

    (10)   国家重点研发计划“主要粮食作物气象灾害监测技术体系研发”,课题负责人,2017.7-2020.12;

    (11)   中国科学院科技服务网络计划(STS计划)项目“渤海粮仓现代农业区域科技示范项目”,课题负责人,2017.1-2018.6;

    (12)   国家自然科学基金面上项目“农作物遥感分类的多元指示性识别特征研究”,项目负责人,2016.01—2019.12;

    (13)   国土资源部公益性行业科研专项“京津冀土地优化利用大数据技术”,课题负责人,2015.01—2017.12;

    (14)   国家任务:“重要战略资源安全动态高分监测与评估子系统(粮食部分)及示范应用”,课题负责人,2014.01—2016.12;

    (15)   国家任务:“公安边防重点地区遥感监测预警技术(一期)”,课题负责人,2014.01—2016.12;

    (16)   中国科学院“十二五”重点部署项目“全球粮食生产要素潜力与风险评估”课题,课题负责人,2012.1-2015.12;

    (17)   国家任务:“公安边防重点地区遥感监测预警技术研究”,课题负责人,2012.01—2013.12;

    (18)   国家任务:“粮食安全电子政务高分辨率遥感综合应用关键技术研究先期攻关”,课题负责人, 2012.01—2013.12;

    (19)   国家科技支撑计划“粮棉仓储特征监测安全与质量管理关键技术及系统应用示范”课题,课题负责人,2012.01-2014.12;

    (20)   国家自然科学基金委面上项目,“作物种植面积遥感估算方法与不确定性分析”, 项目负责人,2011.1-2013.12;

    (21)   横向课题“湖南省早中晚稻种植面积遥感估算”, 项目负责人,2012.01-2015.12

    (22)   横向课题“红水河综合利用规划实施环境影响后评估研究——陆生生态环境现状调查”, 课题负责人,2013.01-2013.12

    (23)   北京市科技计划“首都生态屏障遥感监测”课题,课题负责人,2010.10-2013.12;

    (24)   国际GEOSS-AG0703(AG0703)JECAIM计划,主要参加人,2009.01-2014.12.

    (25)   中国科学院“十一五”重大交叉与特别支持项目“耕地保育与持续高效现代农业试点工程”“耕地产粮能力遥感监测与预警”专题,共同专题负责人, 2007.1-2010.12;

    (26)   科技支撑计划项目“粮食宏观调控信息保障关键技术研究与应用示范”,“粮食中短期价格预测预警”子课题,子课题负责人,2008.1-2010.12;

    (27)   863计划项目“多频多波段遥感数据生态环境参数综合反演技术”,国家高技术计划,子课题负责人,2009.1-2011.12;

    (28)   中欧“龙计划”项目“Improving methods of crop monitoring with ENVISAT Data”(5279),主要参加人,2008.1-2012.5;

    (29)   中国科学院知识创新重大项目“全球农产品市场监测与政策模拟系统”,课题负责人,2009.1-2012.5;

    (30)   遥感科学国家重点室自由探索项目“东欧作物识别与作物种植面积估算”, 课题负责人,2010.01-2012.12;

    (31)   国家自然资源和地理空间基础信息库建设项目,国家发改委,主要参加人,2008.01-2012.12;

    代表论著:
  • (1)学术论文

    [1]    Yukun Wang, Chenyu Xiao, Yao Wang, Kexin Li, Keke Yu, Jijia Geng, Qiangzi Li, Jiutao Yang, Jie Zhang, Mingcai Zhang et al. Monitoring of Cotton Boll Opening Rate Based on UAV Multispectral Data. Remote Sensing[J], 2024, 16(1): 132

    [2]    Mengfan Wei, Hongyan Wang, Yuan Zhang, Qiangzi Li, Xin Du, Guaiwei Shi, Yiting Ren .  Investigating the Potential of Crop Discrimination in Early Growing Stage of Change Analysis in Remote Sensing Crop Profiles .  Remote Sensing[J] , 2023 , 15(3) : 853-853

    [3]    Yiting Ren, Qiangzi Li, Xin Du, Yuan Zhang, Hongyan Wang, Guanwei Shi, Mengfan Wei .  Analysis of Corn Yield Prediction Potential at Various Growth Phases Using a Process-Based Model and Deep Learning. Plants[J], 2023, 12: 446-446

    [4]    Guanwei Shi, Xin Du, Mingwei Du, Qiangzi Li, Xiaoli Tian, Yiting Ren, Yuan Zhang, and Hongyan Wang. Cotton Yield Estimation Using the Remotely Sensed Cotton Boll Index from UAV Images. Drones[J], 2022, 6: 254.

    [5]    Mengfan Wei, Hongyan Wang, Yuan Zhang, Qiangzi Li, Xin Du, Guanwei Shi, Yiting Ren .  Investigating the Potential of Sentinel-2 MSI in Early Crop Identification in Northeast China .  Remote Sensing[J] , 2022 , 14

    [6]    Huiping Huang, Qiangzi Li, Yuan Zhang .  A High-Resolution Remote-Sensing-Based Method for Urban Ecological Quality Evaluation .  Frontiers in Environmental Science[J] , 2022 , 10

    [7]    朱炯, 杜鑫, 李强子, 张源, 王红岩, 赵云聪 .  关键时相长势—环境和景观特征对河北省县级尺度冬小麦单产估算精度影响分析 .  遥感学报[J] , 2022 , 26(7) : 1354-1367

    [8]    Yuan Zhang, Qiangzi Li, Yong Ge, Xin Du, Hongyan Wang .  Growing prevalence of heat over cold extremes with overall milder extremes and multiple successive events .  Communications Earth & Environment[J] , 2022 , 3

    [9]    Longcai Zhao, Qiangzi Li, Qingrui Chang, Jiali Shang, Xin Du, Jiangui Liu, Taifeng Dong .  In-season crop type identification using optimal feature knowledge graph .  ISPRS Journal of Photogrammetry and Remote Sensing , 2022 , 194 : 250-266

    [10] 沈宇, 李强子, 杜鑫, 王红岩, 张源 .  玉米大豆生长中后期遥感辨识的指示性特征研究 .  遥感学报[J] , 2022 , 26(7) : 1410-1422

    [11] Huanxue Zhang, Mingxu Liu, Yuji Wang, Jiali Shang, Xiangliang Liu, Bin Li, Aiqi Song, Qiangzi Li .  Automated delineation of agricultural field boundaries from Sentinel-2 images using recurrent residual U-Net .  International Journal of Applied Earth Observation and Geoinformation[J] , 2021 , 105

    [12] Zhang, Huanxue, Wang, Yuji, Shang, Jiali, Liu, Mingxu, Li, Qiangzi .  Investigating the impact of classification features and classifiers on crop mapping performance in heterogeneous agricultural landscapes .  INTERNATIONAL JOURNAL OF APPLIED EARTH OBSERVATION AND GEOINFORMATION[J] , 2021 , 102

    [13] 葛咏, 李强子, 凌峰, 张源, 姚永慧, 刘庆生, 董文, 吴骅, 李毅, 任周鹏 .  “一带一路”关键节点区域极端气候风险评价及应对策略 .  中国科学院院刊[J] , 2021 , 36(2) : 170-178

    [14] 王思远, 李强子, 王红岩, 张源, 杜鑫, 高亮 .  基于TROPOMI叶绿素荧光遥感的冬小麦旱情监测 .  遥感技术与应用[J] , 2021 , 36(5)

    [15] Yuncong Zhao, Yuan Zhang, Hongyan Wang, Xin Du, Qiangzi Li, Jiong Zhu .  Intraday Variation Mapping of Population Age Structure via Urban-Functional-Region-Based Scaling .  REMOTE SENSING[J] , 2021 , 13(4)

    [16] Zhang, Yuan, Li, Qiangzi, Du, Xin, Wang, Hongyan .  Spatially explicit mapping of phenological transition zones: A fuzzy-logic approach .  AGRICULTURAL AND FOREST METEOROLOGY[J] , 2020 , 295

    [17] 王红岩, 汪晓帆, 高亮, 李强子, 赵龙才, 杜鑫, 张源 .  基于季相变化特征的撂荒地遥感提取方法研究 .  遥感技术与应用[J] , 2020 , 35(3) : 596-605

    [18] 高亮, 杜鑫, 李强子, 王红岩, 张源, 王思远 .  融合土地覆盖和土壤水分产品的近地表空气温度空间化方法 .  地球信息科学学报[J] , 2020 , 22(10) : 2023-2037

    [19] Zhao, Longcai, Li, Qiangzi, Zhang, Yuan, Wang, Hongyan, Du, Xin .  Normalized NDVI valley area index (NNVAI)-based framework for quantitative and timely monitoring of winter wheat frost damage on the Huang-Huai-Hai Plain, China .  AGRICULTURE ECOSYSTEMS & ENVIRONMENT[J] , 2020 , 292

    [20] Zhao, Longcai, Li, Qiangzi, Zhang, Yuan, Wang, Hongyan, Du, Xin .  Integrating the Continuous Wavelet Transform and a Convolutional Neural Network to Identify Vineyard Using Time Series Satellite Images .  REMOTE SENSING[J] , 2019 , 11(22)

    [21] 吴薇, 张源, 李强子, 黄慧萍 .  基于迭代CART算法分层分类的土地覆盖遥感分类 .  遥感技术与应用[J] , 2019 , 34(1) : 68-78

    [22] Du, Xin, Li, Qiangzi, Shang, Jiali, Liu, Jiangui, Qian, Budong. Detecting advanced stages of winter wheat yellow rust and aphid infection using RapidEye data in North China Plain . GISCIENCE & REMOTE SENSING[J] , 2019 , 56(7) : 1093-1113 .

    [23] Zhang, Yuan, Li, Qiangzi, Wang, Hongyan, Du, Xin, Huang, Huiping .  Community scale livability evaluation integrating remote sensing, surface observation and geospatial big data .  INTERNATIONAL JOURNAL OF APPLIED EARTH OBSERVATION AND GEOINFORMATION[J] , 2019 , 80 : 173-186

    [24] 樊东东, 李强子, 王红岩, 张源, 杜鑫, 沈宇 .  通过训练样本采样处理改善小宗作物遥感识别精度 .  遥感学报[J] , 2019 , 23(4) : 730-742

    [25] Yuncong Zhao, Qiangzi Li, Yuan Zhang, Xin Du .  Improving the Accuracy of Fine-Grained Population Mapping Using Population-Sensitive POIs .  REMOTE SENSING[J] , 2019 , 11(21)

    [26] Kun JIA, Jingcan LIU, Yixuan TU, Qiangzi LI, Zhiwei SUN, Xiangqin WEI, Yunjun YAO, Xiaotong ZHANG .  Land use and land cover classification using Chinese GF-2 multispectral data in a region of the North China Plain .  地球科学前沿:英文版[J] , 2019 , 13(2) : 327-335

    [27] Jia, Kun, Liu, Jingcan, Tu, Yixuan, Li, Qiangzi, Sun, Zhiwei... . Land use and land cover classification using Chinese GF-2 multispectral data in a region of the North China Plain . FRONTIERS OF EARTH SCIENCE[J] , 2019 , 13(2) : 327-335

    [28] Zhao, Longcai, Li, Qiangzi, Zhang, Yuan, Du, Xin, Wang, Hongyan... . Study on the potential of whitening transformation in improving single crop mapping accuracy . JOURNAL OF APPLIED REMOTE SENSING[J] , 2019 , 13(3) .

    [29] Du, Xin, Li, Qiangzi, Wang, Hongyan, Liu, Jilei, Zhao, Longcai... . A simple assessment approach for winter wheat loss risk impacted by water stress . GEOCARTO INTERNATIONAL , 2019 , 34(5) : 473-489 .

    [30] 卫洁, 武志涛, 李强子, 王红岩, 赵龙才 .  基于气象和遥感的黄淮海平原干旱监测 .  中国农学通报[J] , 2019 : 127-136

    [31] Huang, Huiping, Li, Qiangzi, Zhang, Yuan .  Urban Residential Land Suitability Analysis Combining Remote Sensing and Social Sensing Data: A Case Study in Beijing, China .  SUSTAINABILITY[J] , 2019 , 11(8)

    [32] Zhang, Lei, Lu, Dengsheng, Li, Qiangzi, Lu, Shanlong .  Impacts of socioeconomic factors on cropland transition and its adaptation in Beijing, China .  ENVIRONMENTAL EARTH SCIENCES[J] , 2018 , 77(16)

    [33] Wang, Hongyan, Li, Qiangzi, Du, Xin, Zhao, Longcai, Wang, Na .  Evaluation of potential crop productivity based on remote sensing and agro-ecological zones around the world .  GEOCARTO INTERNATIONAL[J] , 2018 , 33(7) : 713-722

    [34] Zhang Lei, Lu Dengsheng, Li Qiangzi, Lu Shanlong .  Impacts of socioeconomic factors on cropland transition and its adaptation in Beijing, China .  ENVIRONMENTALEARTHSCIENCES[J] , 2018 , 77(575) : 1-10

    [35] Zhang, Huanxue, Li, Qiangzi, Liu, Jiangui, Du, Xin, Dong, Taifeng... . Object-based crop classification using multi-temporal SPOT-5 imagery and textural features with a Random Forest classifier . GEOCARTOINTERNATIONAL[J] , 2018 , 33(10) : 1017-1035 .

    [36] Hongyan WANG, Qiangzi LI, Xin DU, Longcai ZHAO .  Quantitative extraction of the bedrock exposure rate based on unmanned aerial vehicle data and Landsat-80LI image in a karst environment .  地球科学前沿:英文版[J] , 2018 , 12(3) : 481-490

    [37] Wei Wu, Qiangzi Li, Yuan Zhang, Xin Du, Hongyan Wang .  Two-Step Urban Water Index (TSUWI): A New Technique for High-Resolution Mapping of Urban Surface Water .  REMOTE SENSING[J] , 2018 , 10(11)

    [38] Zhang, Huanxue, Li, Qiangzi, Liu, Jiangui, Shang, Jiali, Du, Xin. Image Classification Using RapidEye Data: Integration of Spectral and Textual Features in a Random Forest Classifier. IEEE JOURNAL OF SELECTED TOPICS IN APPLIED EARTH OBSERVATIONS AND REMOTE SENSING , 2018 , 11(7)

    [39] 王娜, 李强子, 赵龙才, 王红岩, 李德江, 黄慧萍 .  基于变异系数法的SAR船舶检测优化研究 .  遥感技术与应用[J] , 2017 , 32(2) : 305-314

    [40] Zhang, Yuan, Li, Qiangzi, Huang, Huiping, Wu, Wei, Du, Xin. The Combined Use of Remote Sensing and Social Sensing Data in Fine-Grained Urban Land Use Mapping: A Case Study in Beijing, China . REMOTE SENSING[J] , 2017 , 9(9)

    [41] 黄慧萍, 李强子 .  大数据时代土地利用优化的机遇、数据源及潜在应用 .  中国土地科学[J] , 2017 , 31(7) : 74-82

    [42] Zhang, Huanxue, Li, Qiangzi, Liu, Jiangui, Shang, Jiali, Du, Xin. .

    [43] 王娜, 李强子, 杜鑫, 张源, 赵龙才, 王红岩 .  单变量特征选择的苏北地区主要农作物遥感识别 .  遥感学报[J] , 2017 , 21(4) : 519-530

    [44] Zhang, Huanxue, Li, Qiangzi, Liu, Jiangui, Shang, Jiali, Du, Xin... . Crop classification and acreage estimation in North Korea using phenology features . GISCIENCE & REMOTE SENSING[J] , 2017 , 54(3) : 381-406

    [45] 李强子 .  Quantitative extraction of the bedrock exposed rate based on unmanned aerial vehicle data and Landsat-8 OLI image in a karst environment .  FRONTIERSOFEARTHSCIENCE , 2017

    [46] 宋盼盼, 杜鑫, 吴良才, 王红岩, 李强子, 王娜 .  基于光谱时间序列拟合的中国南方水稻遥感识别方法研究 .  地球信息科学学报[J] , 2017 , 19(1) : 117-124

    [47] Zhang Huanxue, Li Qiangzi, Du Xin, Zhang Miao .  ESTIMATE RICE ACREAGE IN HUNAN PROVINCE USING THE CHINA ENVIRONMENT SATELLITE DATA .  IGARSS 2013 - 2013 IEEE International Geoscience and Remote Sensing Symposium : Volume 5 of 6 Pages 3052-3800

    [48] 赵龙才, 李强子, 黄慧萍 .  基于高分辨率影像的平原地区农村居民点自动化提取方法研究 .  遥感技术与应用[J] , 2016 , 31(4) : 784-792

    [49] 贾若楠, 杜鑫, 李强子, 王红岩 .  近15年锡林郭勒盟植被变化时空特征及其对气候的响应 .  中国水土保持科学[J] , 2016 , 14(5) : 47-56

    [50] 丁雷龙, 李强子, 杜鑫, 田亦陈, 袁超 .  基于无人机图像颜色指数的植被识别 .  国土资源遥感[J] , 2016 , 28(1) : 78-86

    [51] Wang, Hongyan, Li, Qiangzi, Du, Xin, Lu, Yewei, Liu, Jilei .  Effects of water and heat on growth of winter wheat in the North China Plain .  GEOCARTO INTERNATIONAL[J] , 2016 , 31(2) : 210-224

    [52] 李强子 .  基于RS和GIS的红水河流域水土流失敏感性评价及其动态监测 .  水土保持研究 , 2015

    [53] H Zhang, Q Z Li, F Lei, X Du, J D Wei .  Research on rice acreage estimation in fragmented area based on decomposition of mixed pixels .  The International Archives of the Photogrammetry[J] , 2015 : 133-139

    [54] 李强子 .  农作物种植面积遥感估算中影像分类影响因素研究 .  国土资源遥感 , 2015

    [55] 李强子 .  基于高分辨率影像的近海养殖区提取方法研究 .  遥感技术与应用 , 2015

    [56] 卢业伟, 李强子, 杜鑫, 王红岩, 刘吉磊 .  基于高分辨率影像的近海养殖区的一种自动提取方法 .  遥感技术与应用[J] , 2015 , 30(3) : 486-494

    [57] Du, Xin, Li, Qiangzi, Dong, Taifeng, Jia, Kun .  Winter wheat biomass estimation using high temporal and spatial resolution satellite data combined with a light use efficiency model .  GEOCARTO INTERNATIONAL[J] , 2015 , 30(3) : 258-269

    [58] 李强子, 李强子, 杜鑫 .  基于高斯差分模型的雪地扰动痕迹遥感识别 .  遥感技术与应用[J] , 2015 , 30(1) : 140-147

    [59] 张焕雪, 曹新, 李强子, 张淼, 郑新奇 .  基于多时相环境星NDVI时间序列的农作物分类研究 .  遥感技术与应用[J] , 2015 , 30(2) : 304-311

    [60] 王红岩, 李强子, 吴利桥, 丁雷龙, 张磊, 杜鑫 .  基于RS和GIS的水土流失敏感性评价及动态监测 .  水土保持研究[J] , 2015 , 22(2) : 64-68

    [61] Jia, Kun, Liang, Shunlin, Wei, Xiangqin, Li, Qiangzi, Du, Xin... . Fractional Forest Cover Changes in Northeast China From 1982 to 2011 and Its Relationship With Climatic Variations . IEEE JOURNAL OF SELECTED TOPICS IN APPLIED EARTH OBSERVATIONS AND REMOTE SENSING[J] , 2015 , 8(2) : 775-783

    [62] 李强子 .  Agricultural production investigation using GF-1 CCD data in Beijing-Tianjin-Hebei region .  Fourth International Conference on Agro-Geoinformatics , 2015

    [63] 张焕雪, 李强子, 文宁, 杜鑫, 陶青山, 田亦陈 .  农作物种植面积遥感估算的影响因素研究 .  国土资源遥感[J] , 2015 , 27(4) : 54-61

    [64] Jia, Kun, Li, Qiangzi, Wei, Xiangqin, Zhang, Lei, Du, Xin... . Multi-temporal remote sensing data applied in automatic land cover update using iterative training sample selection and Markov Random Field model . GEOCARTO INTERNATIONAL[J] , 2015 , 30(8) : 882-893

    [65] 李强子 .  Monitoring of typical steppe desertification based on time series of net primary productivity data .  Dragon 3 Mid-term Results Symposium , 2014

    [66] 李强子 .  Effects of soil moisture in spring on growth of winter wheat in North China Plain .  Agro-geoinformatics 2014 , 2014

    [67] Li, Qiangzi, Zhang, Huanxue, Du, Xin, Wen, Ning, Tao, Qingshan .  County-level rice area estimation in southern China using remote sensing data .  JOURNAL OF APPLIED REMOTE SENSING[J] , 2014 , 8(16)

    [68] 张焕雪, 李强子, 文宁, 杜鑫, 陶青山, 董泰锋 .  农作物种植面积遥感抽样调查的误差影响因素分析 .  农业工程学报[J] , 2014 , 30(13) : 176-184

    [69] Li, Qiangzi, Cao, Xin, Jia, Kun, Zhang, Miao, Dong, Qinghan .  Crop type identification by integration of high-spatial resolution multispectral data with features extracted from coarse-resolution time-series vegetation index data .  INTERNATIONAL JOURNAL OF REMOTE SENSING[J] , 2014 , 35(16) : 6076-6088

    [70] Wang Hongyan, Li Qiangzi, Gao Zhihai, Sun Bin, Du Xin, IEEE .  ASSESSMENT OF LAND DEGRADATION USING TIME SERIES TRENDS ANALYSIS OF VEGETATION INDICTORS IN BEIJING-TIANJIN DUST AND SANDSTORM SOURCE REGION .  2014 IEEE INTERNATIONAL GEOSCIENCE AND REMOTE SENSING SYMPOSIUM (IGARSS) , 2014 : 753-756

    [71] 张焕雪, 李强子 .  空间分辨率对作物识别及种植面积估算的影响研究 .  遥感信息[J] , 2014 : 38-42,48

    [72] Cao, Xin, Li, Qiangzi, Du, Xin, Zhang, Miao, Zheng, Xinqi... . Exploring effect of segmentation scale on orient-based crop identification using HJ CCD data in Northeast China . 35TH INTERNATIONAL SYMPOSIUM ON REMOTE SENSING OF ENVIRONMENT (ISRSE35) , 2014 , 17

    [73] 王红岩, 李强子, 丁雷龙, 杜鑫 .  基于遥感和GIS的红水河流域水土流失动态监测 .  水土保持应用技术[J] , 2014 : 18-21

    [74] Jia, Kun, Wu, Bingfang, Li, Qiangzi .  Crop classification using HJ satellite multispectral data in the North China Plain .  JOURNAL OF APPLIED REMOTE SENSING[J] , 2013 , 7(12)

    [75] Bingfang Wu, Qiangzi Li, Kun Jia, Xin Du, Jihua Meng, Miao Zhang, Qinghan Dong, Herman Eerens .  Improving methods of crop monitoring with envisat data final results .  Dragon 2 Final Results and Dragon 3 Kick-Off Symposium , 2013 : 704

    [76] 贾坤, 李强子 .  农作物遥感分类特征变量选择研究现状与展望 .  资源科学[J] , 2013 , 35(12) : 2507-2516

    [77] 李强子 .  利用遥感技术加强国家农业生产资源管理 .  高科技与产业化 , 2013

    [78] Zhang Miao, Wu Bingfang, Meng Jihua, Li Qiangzi, Dong Taifeng .  EVALUATION OF SPECTRAL ANGLE INDEX FROM LANDSAT TM IMAGE FOR CROP RESIDUE COVER ESTIMATION .  2012 Ieee International Geoscience and Remote Sensing Symposium (Igarss) , 2012 : 5073-5076

    [79] Zhang Miao, Li Qiangzi, Wu Bingfang .  Investigating the capability of multi-temporal Landsat images for crop identification in high farmland fragmentation regions .  2012 First International Conference on Agro-Geoinformatics (Agro-Geoinformatics) , 2012 : 26-29

    [80] Wu, Bingfang, Li, Qiangzi .  Crop planting and type proportion method for crop acreage estimation of complex agricultural landscapes .  INTERNATIONAL JOURNAL OF APPLIED EARTH OBSERVATION AND GEOINFORMATION[J] , 2012 , 16 : 101-112

    [81] Jia, Kun, Li, Qiangzi, Tian, Yichen, Wu, Bingfang, Zhang, Feifei. .

    [82] Mengfan Wei, Hongyan Wang, Yuan Zhang, Qiangzi Li, Xin Du, Guaiwei Shi, Yiting Ren .  Investigating the Potential of Crop Discrimination in Early Growing Stage of Change Analysis in Remote Sensing Crop Profiles .  Remote Sensing[J] , 2023 , 15(3) : 853-

    [83] Yiting Ren, Qiangzi Li, Xin Du, Yuan Zhang, Hongyan Wang, Guanwei Shi, Mengfan Wei .  Analysis of Corn Yield Prediction Potential at Various Growth Phases Using a Process-Based Model and Deep Learning .  Plants[J] , 2023 , 12 : 446-

    [84] Mengfan Wei, Hongyan Wang, Yuan Zhang, Qiangzi Li, Xin Du, Guanwei Shi, Yiting Ren .  Investigating the Potential of Sentinel-2 MSI in Early Crop Identification in Northeast China .  Remote Sensing[J] , 2022 , 14

    [85] Huiping Huang, Qiangzi Li, Yuan Zhang .  A High-Resolution Remote-Sensing-Based Method for Urban Ecological Quality Evaluation .  Frontiers in Environmental Science[J] , 2022 , 10

    [86] 朱炯, 杜鑫, 李强子, 张源, 王红岩, 赵云聪 .  关键时相长势—环境和景观特征对河北省县级尺度冬小麦单产估算精度影响分析 .  遥感学报[J] , 2022 , 26(7) : 1354-1367

    [87] Yuan Zhang, Qiangzi Li, Yong Ge, Xin Du, Hongyan Wang .  Growing prevalence of heat over cold extremes with overall milder extremes and multiple successive events .  Communications Earth & Environment[J] , 2022 , 3

    [88] Tian, Haifeng, Chen, Ting, Li, Qiangzi, Mei, Qiuyi, Wang, Shuai. .

    [89] Longcai Zhao, Qiangzi Li, Qingrui Chang, Jiali Shang, Xin Du, Jiangui Liu, Taifeng Dong .  In-season crop type identification using optimal feature knowledge graph .  ISPRS Journal of Photogrammetry and Remote Sensing , 2022 , 194 : 250-266

    [90] 沈宇, 李强子, 杜鑫, 王红岩, 张源 .  玉米大豆生长中后期遥感辨识的指示性特征研究 .  遥感学报[J] , 2022 , 26(7) : 1410-1422

    [91] Huanxue Zhang, Mingxu Liu, Yuji Wang, Jiali Shang, Xiangliang Liu, Bin Li, Aiqi Song, Qiangzi Li .  Automated delineation of agricultural field boundaries from Sentinel-2 images using recurrent residual U-Net .  International Journal of Applied Earth Observation and Geoinformation[J] , 2021 , 105

    [92] Zhang, Huanxue, Wang, Yuji, Shang, Jiali, Liu, Mingxu, Li, Qiangzi .  Investigating the impact of classification features and classifiers on crop mapping performance in heterogeneous agricultural landscapes .  INTERNATIONAL JOURNAL OF APPLIED EARTH OBSERVATION AND GEOINFORMATION[J] , 2021 , 102

    [93] 葛咏, 李强子, 凌峰, 张源, 姚永慧, 刘庆生, 董文, 吴骅, 李毅, 任周鹏 .  “一带一路”关键节点区域极端气候风险评价及应对策略 .  中国科学院院刊[J] , 2021 , 36(2) : 170-178

    [94] 王思远, 李强子, 王红岩, 张源, 杜鑫, 高亮 .  基于TROPOMI叶绿素荧光遥感的冬小麦旱情监测 .  遥感技术与应用[J] , 2021 , 36(5)

    [95] Yuncong Zhao, Yuan Zhang, Hongyan Wang, Xin Du, Qiangzi Li, Jiong Zhu .  Intraday Variation Mapping of Population Age Structure via Urban-Functional-Region-Based Scaling .  REMOTE SENSING[J] , 2021 , 13(4)

    [96] Zhang, Yuan, Li, Qiangzi, Du, Xin, Wang, Hongyan .  Spatially explicit mapping of phenological transition zones: A fuzzy-logic approach .  AGRICULTURAL AND FOREST METEOROLOGY[J] , 2020 , 295

    [97] 王红岩, 汪晓帆, 高亮, 李强子, 赵龙才, 杜鑫, 张源 .  基于季相变化特征的撂荒地遥感提取方法研究 .  遥感技术与应用[J] , 2020 , 35(3) : 596-605

    [98] 高亮, 杜鑫, 李强子, 王红岩, 张源, 王思远 .  融合土地覆盖和土壤水分产品的近地表空气温度空间化方法 .  地球信息科学学报[J] , 2020 , 22(10) : 2023-2037

    [99] Zhao, Longcai, Li, Qiangzi, Zhang, Yuan, Wang, Hongyan, Du, Xin .  Normalized NDVI valley area index (NNVAI)-based framework for quantitative and timely monitoring of winter wheat frost damage on the Huang-Huai-Hai Plain, China .  AGRICULTURE ECOSYSTEMS & ENVIRONMENT[J] , 2020 , 292

    [100]     Zhao, Longcai, Li, Qiangzi, Zhang, Yuan, Wang, Hongyan, Du, Xin .  Integrating the Continuous Wavelet Transform and a Convolutional Neural Network to Identify Vineyard Using Time Series Satellite Images .  REMOTE SENSING[J] , 2019 , 11(22)

    [101]     吴薇, 张源, 李强子, 黄慧萍 .  基于迭代CART算法分层分类的土地覆盖遥感分类 .  遥感技术与应用[J] , 2019 , 34(1) : 68-78

    [102]     Du, Xin, Li, Qiangzi, Shang, Jiali, Liu, Jiangui, Qian, Budong. .

    [103]     Zhang, Yuan, Li, Qiangzi, Wang, Hongyan, Du, Xin, Huang, Huiping .  Community scale livability evaluation integrating remote sensing, surface observation and geospatial big data .  INTERNATIONAL JOURNAL OF APPLIED EARTH OBSERVATION AND GEOINFORMATION[J] , 2019 , 80 : 173-186

    [104]     樊东东, 李强子, 王红岩, 张源, 杜鑫, 沈宇 .  通过训练样本采样处理改善小宗作物遥感识别精度 .  遥感学报[J] , 2019 , 23(4) : 730-742

    [105]     Yuncong Zhao, Qiangzi Li, Yuan Zhang, Xin Du .  Improving the Accuracy of Fine-Grained Population Mapping Using Population-Sensitive POIs .  REMOTE SENSING[J] , 2019 , 11(21)

    [106]     Kun JIA, Jingcan LIU, Yixuan TU, Qiangzi LI, Zhiwei SUN, Xiangqin WEI, Yunjun YAO, Xiaotong ZHANG .  Land use and land cover classification using Chinese GF-2 multispectral data in a region of the North China Plain .  地球科学前沿:英文版[J] , 2019 , 13(2) : 327-335

    [107]     Jia, Kun, Liu, Jingcan, Tu, Yixuan, Li, Qiangzi, Sun, Zhiwei. .

    [108]     Zhao, Longcai, Li, Qiangzi, Zhang, Yuan, Du, Xin, Wang, Hongyan. .

    [109]     Du, Xin, Li, Qiangzi, Wang, Hongyan, Liu, Jilei, Zhao, Longcai. .

    [110]     卫洁, 武志涛, 李强子, 王红岩, 赵龙才 .  基于气象和遥感的黄淮海平原干旱监测 .  中国农学通报[J] , 2019 : 127-136

    [111]     Huang, Huiping, Li, Qiangzi, Zhang, Yuan .  Urban Residential Land Suitability Analysis Combining Remote Sensing and Social Sensing Data: A Case Study in Beijing, China .  SUSTAINABILITY[J] , 2019 , 11(8)

    [112]     Zhang, Lei, Lu, Dengsheng, Li, Qiangzi, Lu, Shanlong .  Impacts of socioeconomic factors on cropland transition and its adaptation in Beijing, China .  ENVIRONMENTAL EARTH SCIENCES[J] , 2018 , 77(16)

    [113]     Wang, Hongyan, Li, Qiangzi, Du, Xin, Zhao, Longcai, Wang, Na .  Evaluation of potential crop productivity based on remote sensing and agro-ecological zones around the world .  GEOCARTO INTERNATIONAL[J] , 2018 , 33(7) : 713-722

    [114]     Zhang Lei, Lu Dengsheng, Li Qiangzi, Lu Shanlong .  Impacts of socioeconomic factors on cropland transition and its adaptation in Beijing, China .  ENVIRONMENTALEARTHSCIENCES[J] , 2018 , 77(575) : 1-10

    [115]     Zhang, Huanxue, Li, Qiangzi, Liu, Jiangui, Du, Xin, Dong, Taifeng. .

    [116]     Hongyan WANG, Qiangzi LI, Xin DU, Longcai ZHAO .  Quantitative extraction of the bedrock exposure rate based on unmanned aerial vehicle data and Landsat-80LI image in a karst environment .  地球科学前沿:英文版[J] , 2018 , 12(3) : 481-490

    [117]     Wei Wu, Qiangzi Li, Yuan Zhang, Xin Du, Hongyan Wang .  Two-Step Urban Water Index (TSUWI): A New Technique for High-Resolution Mapping of Urban Surface Water .  REMOTE SENSING[J] , 2018 , 10(11)

    [118]     Zhang, Huanxue, Li, Qiangzi, Liu, Jiangui, Shang, Jiali, Du, Xin. .

    [119]     王娜, 李强子, 赵龙才, 王红岩, 李德江, 黄慧萍 .  基于变异系数法的SAR船舶检测优化研究 .  遥感技术与应用[J] , 2017 , 32(2) : 305-314

    [120]     Zhang, Yuan, Li, Qiangzi, Huang, Huiping, Wu, Wei, Du, Xin. .

    [121]     黄慧萍, 李强子 .  大数据时代土地利用优化的机遇、数据源及潜在应用 .  中国土地科学[J] , 2017 , 31(7) : 74-82

    [122]     Zhang, Huanxue, Li, Qiangzi, Liu, Jiangui, Shang, Jiali, Du, Xin. .

    [123]     王娜, 李强子, 杜鑫, 张源, 赵龙才, 王红岩 .  单变量特征选择的苏北地区主要农作物遥感识别 .  遥感学报[J] , 2017 , 21(4) : 519-530

    [124]     Zhang, Huanxue, Li, Qiangzi, Liu, Jiangui, Shang, Jiali, Du, Xin. .

    [125]     李强子 .  Quantitative extraction of the bedrock exposed rate based on unmanned aerial vehicle data and Landsat-8 OLI image in a karst environment .  FRONTIERSOFEARTHSCIENCE , 2017

    [126]     宋盼盼, 杜鑫, 吴良才, 王红岩, 李强子, 王娜 .  基于光谱时间序列拟合的中国南方水稻遥感识别方法研究 .  地球信息科学学报[J] , 2017 , 19(1) : 117-124

    [127]     Zhang Huanxue, Li Qiangzi, Du Xin, Zhang Miao .  ESTIMATE RICE ACREAGE IN HUNAN PROVINCE USING THE CHINA ENVIRONMENT SATELLITE DATA .  IGARSS 2013 - 2013 IEEE International Geoscience and Remote Sensing Symposium : Volume 5 of 6 Pages 3052-3800

    [128]     赵龙才, 李强子, 黄慧萍 .  基于高分辨率影像的平原地区农村居民点自动化提取方法研究 .  遥感技术与应用[J] , 2016 , 31(4) : 784-792

    [129]     贾若楠, 杜鑫, 李强子, 王红岩 .  近15年锡林郭勒盟植被变化时空特征及其对气候的响应 .  中国水土保持科学[J] , 2016 , 14(5) : 47-56

    [130]     丁雷龙, 李强子, 杜鑫, 田亦陈, 袁超 .  基于无人机图像颜色指数的植被识别 .  国土资源遥感[J] , 2016 , 28(1) : 78-86

    [131]     Wang, Hongyan, Li, Qiangzi, Du, Xin, Lu, Yewei, Liu, Jilei .  Effects of water and heat on growth of winter wheat in the North China Plain .  GEOCARTO INTERNATIONAL[J] , 2016 , 31(2) : 210-224

    [132]     李强子 .  基于RS和GIS的红水河流域水土流失敏感性评价及其动态监测 .  水土保持研究 , 2015

    [133]     H Zhang, Q Z Li, F Lei, X Du, J D Wei .  Research on rice acreage estimation in fragmented area based on decomposition of mixed pixels .  The International Archives of the Photogrammetry[J] , 2015 : 133-139

    [134]     李强子 .  农作物种植面积遥感估算中影像分类影响因素研究 .  国土资源遥感 , 2015

    [135]     李强子 .  基于高分辨率影像的近海养殖区提取方法研究 .  遥感技术与应用 , 2015

    [136]     卢业伟, 李强子, 杜鑫, 王红岩, 刘吉磊 .  基于高分辨率影像的近海养殖区的一种自动提取方法 .  遥感技术与应用[J] , 2015 , 30(3) : 486-494

    [137]     Du, Xin, Li, Qiangzi, Dong, Taifeng, Jia, Kun .  Winter wheat biomass estimation using high temporal and spatial resolution satellite data combined with a light use efficiency model .  GEOCARTO INTERNATIONAL[J] , 2015 , 30(3) : 258-269

    [138]     李强子, 李强子, 杜鑫 .  基于高斯差分模型的雪地扰动痕迹遥感识别 .  遥感技术与应用[J] , 2015 , 30(1) : 140-147

    [139]     张焕雪, 曹新, 李强子, 张淼, 郑新奇 .  基于多时相环境星NDVI时间序列的农作物分类研究 .  遥感技术与应用[J] , 2015 , 30(2) : 304-311

    [140]     王红岩, 李强子, 吴利桥, 丁雷龙, 张磊, 杜鑫 .  基于RS和GIS的水土流失敏感性评价及动态监测 .  水土保持研究[J] , 2015 , 22(2) : 64-68

    [141]     Jia, Kun, Liang, Shunlin, Wei, Xiangqin, Li, Qiangzi, Du, Xin. .

    [142]     李强子 .  Agricultural production investigation using GF-1 CCD data in Beijing-Tianjin-Hebei region .  Fourth International Conference on Agro-Geoinformatics , 2015

    [143]     张焕雪, 李强子, 文宁, 杜鑫, 陶青山, 田亦陈 .  农作物种植面积遥感估算的影响因素研究 .  国土资源遥感[J] , 2015 , 27(4) : 54-61

    [144]     Jia, Kun, Li, Qiangzi, Wei, Xiangqin, Zhang, Lei, Du, Xin. .

    [145]     李强子 .  Monitoring of typical steppe desertification based on time series of net primary productivity data .  Dragon 3 Mid-term Results Symposium , 2014

    [146]     李强子 .  Effects of soil moisture in spring on growth of winter wheat in North China Plain .  Agro-geoinformatics 2014 , 2014

    [147]     Li, Qiangzi, Zhang, Huanxue, Du, Xin, Wen, Ning, Tao, Qingshan .  County-level rice area estimation in southern China using remote sensing data .  JOURNAL OF APPLIED REMOTE SENSING[J] , 2014 , 8(16)

    [148]     张焕雪, 李强子, 文宁, 杜鑫, 陶青山, 董泰锋 .  农作物种植面积遥感抽样调查的误差影响因素分析 .  农业工程学报[J] , 2014 , 30(13) : 176-184

    [149]     李强子 .  Soybean yield estimation using HJ-1 CCD data in Northeast China .  Agro-geoinformatics 2014 , 2014

    [150]     Li, Qiangzi, Cao, Xin, Jia, Kun, Zhang, Miao, Dong, Qinghan .  Crop type identification by integration of high-spatial resolution multispectral data with features extracted from coarse-resolution time-series vegetation index data .  INTERNATIONAL JOURNAL OF REMOTE SENSING[J] , 2014 , 35(16) : 6076-6088

    [151]     Wang Hongyan, Li Qiangzi, Gao Zhihai, Sun Bin, Du Xin, IEEE .  ASSESSMENT OF LAND DEGRADATION USING TIME SERIES TRENDS ANALYSIS OF VEGETATION INDICTORS IN BEIJING-TIANJIN DUST AND SANDSTORM SOURCE REGION .  2014 IEEE INTERNATIONAL GEOSCIENCE AND REMOTE SENSING SYMPOSIUM (IGARSS) , 2014 : 753-756

    [152]     张焕雪, 李强子 .  空间分辨率对作物识别及种植面积估算的影响研究 .  遥感信息[J] , 2014 : 38-42,48

    [153]     Cao, Xin, Li, Qiangzi, Du, Xin, Zhang, Miao, Zheng, Xinqi. .

    [154]     王红岩, 李强子, 丁雷龙, 杜鑫 .  基于遥感和GIS的红水河流域水土流失动态监测 .  水土保持应用技术[J] , 2014 : 18-21

    [155]     Jia, Kun, Wu, Bingfang, Li, Qiangzi .  Crop classification using HJ satellite multispectral data in the North China Plain .  JOURNAL OF APPLIED REMOTE SENSING[J] , 2013 , 7(12)

    [156]     Bingfang Wu, Qiangzi Li, Kun Jia, Xin Du, Jihua Meng, Miao Zhang, Qinghan Dong, Herman Eerens .  Improving methods of crop monitoring with envisat data final results .  Dragon 2 Final Results and Dragon 3 Kick-Off Symposium , 2013 : 704 SP-

    [157]     贾坤, 李强子 .  农作物遥感分类特征变量选择研究现状与展望 .  资源科学[J] , 2013 , 35(12) : 2507-2516

    [158]     李强子 .  利用遥感技术加强国家农业生产资源管理 .  高科技与产业化 , 2013

    [159]     Zhang Miao, Wu Bingfang, Meng Jihua, Li Qiangzi, Dong Taifeng .  EVALUATION OF SPECTRAL ANGLE INDEX FROM LANDSAT TM IMAGE FOR CROP RESIDUE COVER ESTIMATION .  2012 Ieee International Geoscience and Remote Sensing Symposium (Igarss) , 2012 : 5073-5076

    [160]     Zhang Miao, Li Qiangzi, Wu Bingfang .  Investigating the capability of multi-temporal Landsat images for crop identification in high farmland fragmentation regions .  2012 First International Conference on Agro-Geoinformatics (Agro-Geoinformatics) , 2012 : 26-29

    [161]     Wu, Bingfang, Li, Qiangzi .  Crop planting and type proportion method for crop acreage estimation of complex agricultural landscapes .  INTERNATIONAL JOURNAL OF APPLIED EARTH OBSERVATION AND GEOINFORMATION[J] , 2012 , 16 : 101-112

    [162]     Jia, Kun, Li, Qiangzi, Tian, Yichen, Wu, Bingfang, Zhang, Feifei. Crop classification using multi-configuration SAR data in the North China Plain . INTERNATIONAL JOURNAL OF REMOTE SENSING[J] , 2012 , 33(1) : 170-183

    [163]     Li, Qiangzi, Wu, Bingfang, Jia, Kun, Dong, Qinghan, Eerens, Herman. Maize acreage estimation using ENVISAT MERIS and CBERS-02B CCD data in the North China Plain . COMPUTERS AND ELECTRONICS IN AGRICULTURE[J] , 2011 , 78(2) : 208-214

    [164]     蒙继华, 吴炳方, 李强子, 钮立明, 张飞飞, 杜鑫 .  集成化的省级农情遥感监测系统 .  农业工程学报[J] , 2011 , 27(6) : 169-175

    [165]     Jia Kun, Wu Bingfang, Tian Yichen, Li Qiangzi, Du Xin .  Spectral discrimination of opium poppy using field spectrometry , 2011 : 3414-3422 . 

    [166]     Zhang Miao, Meng Jihua, Li Qiangzi, Wu Bingfang, Du Xin, Zhang Feifei . Estimation of winter wheat residue cover with HJ-1B Data. NONGYE GONGCHENG XUEBAO/TRANSACTIONS OF THE CHINESE SOCIETY OF AGRICULTURAL ENGINEERING[J] , 2011 , 27(SUPPL. 1) : 352-357

    [167]     Meng Jihua, Wu Bingfang, Li Qiangzi, Niu Liming, Zhang Feifei, Du Xin .  Integrated provincial crop monitoring system using remote sensing .  NONGYE GONGCHENG XUEBAO/TRANSACTIONS OF THE CHINESE SOCIETY OF AGRICULTURAL ENGINEERING[J] , 2011 , 27(6) : 169-175

    [168]     贾坤, 李强子, 田亦陈, 吴炳方 .  遥感影像分类方法研究进展 .  光谱学与光谱分析[J] , 2011 : 2618-2623

    [169]     贾坤, 李强子, 田亦陈, 吴炳方, 张飞飞, 蒙继华 .  微波后向散射数据改进农作物光谱分类精度研究 .  光谱学与光谱分析[J] , 2011 : 483-487

    [170]     张淼, 李强子, 蒙继华, 吴炳方 .  作物残茬覆盖度遥感监测研究进展 .  光谱学与光谱分析[J] , 2011 , 31(12) : 3200-3205

    [171]     张淼, 蒙继华, 李强子, 吴炳方, 杜鑫, 张飞飞 .  基于HJ-1B数据的冬小麦留茬覆盖度遥感估算 .  农业工程学报[J] , 2011 : 352-357

    [172]     李强子, 闫娜娜, 张飞飞, 常胜, 吴炳方 .  2010年春季西南地区干旱遥感监测及其影响评估 .  地理学报[J] , 2010 , 65(7) : 771-780

    [173]     吴炳方, 蒙继华, 李强子, 张飞飞, 杜鑫, 闫娜娜 .  “全球农情遥感速报系统(CropWatch)”新进展 .  地球科学进展[J] , 2010 , 25(10) : 1013-1022

    [174]     Jia Kun, Li Qiangzi, Tian Yichen, Wu Bingfang, Zhang Feifei, Meng Jihua .  Crop classification based on fusion of Envisat ASAR and HJ CCD DATA .  2010 Dragon 2 Mid Term Results Symposium , 2010 : European Space Agency (ESA); National Remote Sensing Center of China (NRSCC)-

    [175]     Du Xin, Wu Bingfang, Meng Jihua, Li Qiangzi, Zhang Feifei .  A method to assess land productivity in Huang-Huai-Hai region using remote sensing .  2010 International Conference on Multimedia Technology, ICMT 2010, , 2010 : IEEE Nanjing Section GRSS Chapter; Southwest Petroleum University of China; College of Computer and Information of Hohai University-

    [176]     吴炳方, 蒙继华, 李强子 .  国外农情遥感监测系统现状与启示 .  地球科学进展[J] , 2010 , 25(10) : 1003-1012

    [177]     杜鑫, 吴炳方, 蒙继华, 李强子 .  基于遥感技术监测作物收获指数(HI)的可行性分析 .  中国农业气象[J] , 2010 : 453-457

    [178]     田亦陈, 贾坤, 吴炳方, 李强子 .  大麻植物冠层光谱特征研究 .  光谱学与光谱分析[J] , 2010 : 3334-3337

    [179]     杨雷东, 吴炳方, 李强子, 孙卫东, 方广有, 左晓戎, 甄彤, 张爱武, 吴方明, 蒙继华 .  粮仓储粮数量探测新方法探讨 .  粮食储藏[J] , 2010 : 49-54

    [180]     闫娜娜, 吴炳方, 李强子, 常胜, 张飞飞, 张士昌 .  HJ-1A/B卫星在干旱应急监测中的应用 .  遥感技术与应用[J] , 2010 : 675-681

    [181]     蒙继华, 吴炳方, 李强子, 杜鑫 .  农田农情参数遥感监测进展及应用展望 .  遥感信息[J] , 2010 : 122-128

    [182]     Jia Kun, Wu Bingfang, Li Qiangzi, Tian Yichen .  Improvement of classification accuracy integrating C- and X-band synthetic aperture radar data .  2009 3rd IEEE International Symposium on Microwave, Antenna, Propagation and EMC Technologies for Wireless Communications, MAPE 2009 , 2009 : 340-345

    [183]     李强子, 张飞飞, 杜鑫, 吴炳方, 张磊, 魏彦昌, 蒙继华 .  汶川地震粮食受损遥感快速估算与分析 .  遥感学报[J] , 2009 : 928-939

    [184]     李强子 .  中国农情遥感速报系统的发展与未来 .  遥感学报 , 2009

    [185]     Meng Jihua, Wu Bingfang, Du Xin, Li Qiangzi .  Monitoring crop N status with remote sensing-a case study of winter wheat in north China plain .  33rd International Symposium on Remote Sensing of Environment, ISRSE 2009, , 2009 : 99-102

    [186]     Meng Jihua, Wu Bingfang, Li Qiangzi, Du Xin, Jia Kun .  Monitoring Crop Phenology with MERIS Data - A Case Study of Winter Wheat in North China Plain .  Piers 2009 Beijing: Progess in Electromagnetics Research Symposium, Proceedings I and Ii , 2009 : 1225-1228

    [187]     Du Xin, Wu Bingfang, Li Qiangzi, Meng Jihua, Jia Kun .  A Method to Estimated Winter Wheat Yield with the MERIS Data .  Piers 2009 Beijing: Progess in Electromagnetics Research Symposium, Proceedings I and Ii , 2009 : 1392-1395

    [188]     吴炳方, 李强子, 迟耀斌, 黄进良, 周万村, 张维奇, 吴双 .  2008年1—2月雪灾作物灾情遥感监测方法 .  中国工程科学[J] , 2008 , 10(6) : 63-69

    [189]     徐新刚, 吴炳方, 蒙继华, 李强子, 黄文江, 刘良云, 王纪华 .  农作物单产遥感估算模型研究进展 .  农业工程学报[J] , 2008 , 24(2) : 290-298

    [190]     徐新刚, 吴炳方, 蒙继华, 李强子 .  农作物单产预测系统的设计与实现 .  计算机工程[J] , 2008 , 34(9) : 283-284

    [191]     徐新刚, 李强子, 周万村, 吴炳方 .  应用高分辨率遥感影像提取作物种植面积 .  遥感技术与应用[J] , 2008 , 23(1) : 17-23

    [192]     牟伶俐, 吴炳方, 闫娜娜, 黄慧萍, 李强子 .  农业旱情遥感指数验证与不确定性分析 .  水土保持通报[J] , 2007 , 27(2) : 119-122

    [193]     Zhang Xiwang, Wu Bingfang, Li Qiangzi .  Research on classification of high-resolution remote sensing image .  MIPPR 2007: Automatic Target Recognition and Image Analysis; and Multispectral Image Acquisition , 2007 : State Key Lab

    [194]     Meng Jihua, Wu Bingfang, Li Qiangzi, Zhang Lei .  An operational crop growth monitoring system by remote sensing .  GAOJISHU TONGXIN/CHINESE HIGH TECHNOLOGY LETTERS[J] , 2007 , 17(1) : 94-99

    [195]     蒙继华, 吴炳方, 李强子 .  全国农作物叶面积指数遥感估算方法 .  农业工程学报[J] , 2007 , 23(2) : 160-167

    [196]     Zhang Xiwang, Wu Bingfang, Li Qiangzi . Research on classification of high-resolution remote sensing image - art. no. 67862Z . Mippr 2007: Automatic Target Recognition and Image Analysis; and Multispectral Image Acquisition, Pts 1 and 2 , 2007 : Z7862-Z7862

    [197]     蒙继华, 吴炳方, 李强子, 张磊 .  运行化的农作物长势遥感监测系统 .  高技术通讯[J] , 2007 , 17(1) : 94-99

    [198]     Meng Jihua, Wu Bingfang, Li Qiangzi .  Method for estimating crop leaf area index of China using remote sensing .  NONGYE GONGCHENG XUEBAO/TRANSACTIONS OF THE CHINESE SOCIETY OF AGRICULTURAL ENGINEERING[J] , 2007 , 23(2) : 160-167

    [199]     周月敏, 吴炳方, 李强子, 黄慧萍 .  水土保持监测系统信息平台实现方法(II)——平台更新维护系统 .  计算机工程与应用[J] , 2006 : 200-203

    [200]     Xu Xingang, Wu Bingfang, Li Qiangzi, Xiong Jun .  A new Net primary Production Estimating Model Using NOAA-AVHRR Applied to the Haihe Basin, China .  2006 Ieee International Geoscience and Remote Sensing Symposium, Vols 1-8 , 2006 : 4072-4075

    [201]     牟伶俐, 吴炳方, 闫娜娜, 黄慧萍, 李强子 .  基于植被与温度条件的农业旱情遥感监测研究 .  世界科技研究与发展[J] , 2006 , 28(3) : 26-31

    [202]     代立芹, 吴炳方, 李强子, 李国春 .  粮食单产遥感预测方法 .  农业网络信息[J] , 2006 : 22-25

    [203]     代立芹, 吴炳方, 李强子, 李国春, 徐新刚 .  作物单产预测方法研究进展 .  农业网络信息[J] , 2006 : 24-27

    [204]     曹文静, 李强子, 蒙继华, 徐新刚, 吴炳方 .  基于GIS的气温插值方法比较 , 2006 .  http://ir

    [205]     Meng Jihua, Wu Bingfang, Li Qiangzi .  A Global Crop Growth Monitoring System Based on Remote Sensing .  2006 Ieee International Geoscience and Remote Sensing Symposium, Vols 1-8 , 2006 : 2277-2280

    [206]     周月敏, 吴炳方, 李强子, 黄慧萍 .  水土保持监测系统信息平台实现方法(Ⅱ)--平台更新维护系统 .  计算机工程与应用[J] , 2006 , 42(12) : 200-203

    [207]     蒙继华, 吴炳方, 李强子, 张磊 .  全球农作物长势遥感监测系统的设计和实现 .  世界科技研究与发展[J] , 2006 , 28(3) : 41-44

    [208]     蒙继华, 吴炳方, 李强子, 张磊 .  农作物长势遥感监测系统的设计和实现 , 2005 . 

    [209]     周为峰, 吴炳方, 李强子 .  官厅水库上游近20年土壤侵蚀强度时空变化分析 .  水土保持研究[J] , 2005 , 12(6) : 183-186

    [210]     周月敏, 吴炳方, 李强子, 周为峰 .  小流域水土保持信息管理系统设计与实现 .  世界科技研究与发展[J] , 2005 , 27(6) : 58-63

    [211]     吴炳方, 许文波, 孙明, 李强子, 黄慧萍 .  高精度作物分布图制作 .  遥感学报[J] , 2004 , 8(6) : 688-695

    [212]     张磊, 吴炳方, 李强子 .  中国农情采样网络的组织与实施 .  遥感学报[J] , 2004 , 8(6) : 593-601

    [213]     李强子, 吴炳方 .  作物种植成数的遥感监测精度评价 .  遥感学报[J] , 2004 , 8(6) : 581-587

    [214]     吴炳方, 范锦龙, 田亦陈, 李强子, 张磊, 刘兆礼, 张广录, 何隆华, 黄进良, 江晓波. .

    [215]     孟庆岩, 李强子, 吴炳方 .  农作物单产预测的运行化方法 .  遥感学报[J] , 2004 , 8(6) : 602-610

    [216]     吴炳方, 李强子 .  基于两个独立抽样框架的农作物种植面积遥感估算方法 .  遥感学报[J] , 2004 , 8(6) : 551-569

    [217]     李强子, 吴炳方, 许文波 .  农作物分类成数的精度检验 .  遥感学报[J] , 2004 , 8(6) : 588-592

    [218]     吴炳方, 田亦陈, 李强子 .  GVG农情采样系统及其应用 .  遥感学报[J] , 2004 , 8(6) : 570-580


    获奖及荣誉:
  • (1) 饮用水水源地环境风险源高分辨探测与精准防控关键技术及业务化应用, 二等奖, 部委级, 2021

    (2) 粮食生产风险遥感动态评估关键技术与应用,河南省科技进步奖二等奖, 2020

    (3) 主要农作物面积多维多尺度立体统计遥感调查技术创新与应用, 北京市科学技术奖一等奖, 2018

    (4) 基于遥感的冬小麦识别与长势监测关键技术与应用, 河南省教育厅科技成果奖一等奖, 2018

    (5) 毒品犯罪侦查与打击空间信息技术综合应用, 公安部科学技术奖二等奖, 2017

    (6) 2013年度湖南省粮食遥感监测项目, 全国优秀测绘工程奖二等奖, 其他, 2015