General

Qiangzi Li, professor and Ph.D. Supervisor. His/her main research focuses on remote sensing applications in agriculture, ecological environment, natural resources, and public security. He/she has established remote sensing technology systems for crop monitoring and yield estimation, urban ecological environment quality and ecological livability, optimal land use and big data monitoring of water source areas, public security services (including narcotics control, border defense, and anti-smuggling), as well as abandoned farmland investigation. He/she has published over 130 academic papers, including more than 80 indexed by SCI, and holds 13 patents and 10 software copyrights. He/she has led or participated in more than 80 national projects, including the National 863 Program, the National Sci-Tech Support Program, General Programs of the National Natural Science Foundation of China, and major projects and directional projects of the Chinese Academy of Sciences. He/she has received five first and second prizes for scientific and technological achievements at the ministerial and provincial level, awarded by entities such as Beijing Municipality, Henan Province, the Ministry of Public Security, and the Ministry of Ecology and Environment.

Research Areas

​Smart agriculture, remote sensing, crop identification and area estimation, grain production capacity estimation, agricultural disaster and agricultural environment, agricultural informatization, ecological environment remote sensing, intelligent analysis of big remote sensing data


Experience

   
Work Experience

Sep. 2018--Present
Professor, Aerospace Information Research Institute, Chinese Academy of Sciences

Mar. 2012--Aug. 2018
Professor, Institute of Remote Sensing and Digital Earth, Chinese Academy of Sciences

Mar. 2012--Aug. 2012
Professor, Institute of Remote Sensing Applications, Chinese Academy of Sciences

Sep. 2005--Feb. 2012
Associate Professor, Institute of Remote Sensing Applications, Chinese Academy of Sciences

Mar. 2001--Sep. 2005
Assistant Professor, Institute of Remote Sensing Applications, Chinese Academy of Sciences

Jul. 1998--Mar. 2001
Research Intern, Institute of Remote Sensing Applications, Chinese Academy of Sciences


Honors & Distinctions

(1) Key Technologies and Operational Application of High-Resolution Detection and Targeted Prevention and Control for Environmental Risk Sources in Drinking Water Source Areas, Second Prize, Ministerial Level, 2021
(2) Henan Provincial Science and Technology Progress Award, Second Prize, Provincial Level, 2020
(3) Research on Multi-Dimensional and Multi-Scale Stereo Statistical Remote Sensing Survey Technology for Major Crop Areas, First Prize, Provincial Level, 2018
(4) Key Technologies and Application of Winter Wheat Identification and Growth Monitoring Based on Remote Sensing, First Prize, Provincial Level, 2018
(5) Comprehensive Application of Spatial Information Technology in Narcotics Crime Investigation and Enforcement, Second Prize, Ministerial Level, 2017
(6) 2013 Hunan Provincial Grain Remote Sensing Monitoring Project, Second Prize, Other, 2015


Publications

[1] Yueting Wang, Qiangzi Li, Hongyan Wang, Yuan Zhang, Xin Du, Yunqi Shen, Yong Dong. Improved Prototypical Network Model for Classification of Farmland Shelterbelt Using Sentinel-2 Imagery. Forests[J]. 2024, 第 2 作者  通讯作者  15(null): 1995-1995, 

[2] Yunqi Shen, Hongyan Wang, Qinghan Dong, Qiangzi Li, Yueting Wang, Sichen Zhang, Yong Dong, Jing Xiao. Accurate Identification of Seed Maize Fields Based on Histogram of Stripe Slopes. IEEE JOURNAL OF SELECTED TOPICS IN APPLIED EARTH OBSERVATIONS AND REMOTE SENSING[J]. 2024, 第 4 作者  通讯作者  17(null): 18278-18290, 

[3] Du, Xin, Li, Qiangzi, Zhao, Longcai, Shen, Yunqi, Zhang, Sichen, Zhang, Yuan, Wang, Hongyan, Xu, Jingyuan. Identification of cropland in Tibetan Plateau based on time series remote sensing features. GEOCARTO INTERNATIONAL[J]. 2024, 第 2 作者  通讯作者  39(1): http://dx.doi.org/10.1080/10106049.2024.2375583.

[4] 张思宸, 李强子, 张源, 杜鑫, 王红岩, 沈云祺, 董永, 肖静, 许竞元. Sentinel-2光学影像特征在东北地区水稻株高反演中的应用潜力研究. 中国生态农业学报(中英文)[J]. 2024, 第 2 作者  通讯作者  32(null): 1-13, 

[5] 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, 第 4 作者  通讯作者  15(3): 853, 

[6] 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, 第 2 作者12: 446, 

[7] Shi, Guanwei, Du, Xin, Du, Mingwei, Li, Qiangzi, Tian, Xiaoli, Ren, Yiting, Zhang, Yuan, Wang, Hongyan. Cotton Yield Estimation Using the Remotely Sensed Cotton Boll Index from UAV Images. DRONES[J]. 2022, 第 4 作者  通讯作者  6(9): http://dx.doi.org/10.3390/drones6090254.

[8] 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, 第 4 作者  通讯作者  14: 

[9] 陈珠琳, 贾坤, 李强子, 肖晨超, 魏丹丹, 赵祥, 魏香琴, 姚云军, 李娟. 基于混合式特征选择的高分五号影像农田识别. 遥感学报[J]. 2022, 第 3 作者26(7): 1383-1394, http://www.ygxb.ac.cn/zh/article/doi/10.11834/jrs.20220458/.

[10] 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, 第 3 作者26(7): 1354-1367, http://www.ygxb.ac.cn/zh/article/doi/10.11834/jrs.20221019/.

[11] Huiping Huang, Qiangzi Li, Yuan Zhang. A High-Resolution Remote-Sensing-Based Method for Urban Ecological Quality Evaluation. Frontiers in Environmental Science[J]. 2022, 第 2 作者10: 

[12] 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, 第 2 作者  通讯作者  3: 

[13] Tian, Haifeng, Chen, Ting, Li, Qiangzi, Mei, Qiuyi, Wang, Shuai, Yang, Mengdan, Wang, Yongjiu, Qin, Yaochen. A Novel Spectral Index for Automatic Canola Mapping by Using Sentinel-2 Imagery. REMOTE SENSING[J]. 2022, 第 3 作者14(5): http://dx.doi.org/10.3390/rs14051113.

[14] Zhao, Longcai, Li, Qiangzi, Chang, Qingrui, Shang, Jiali, Du, Xin, Liu, Jiangui, Dong, Taifeng. In-season crop type identification using optimal feature knowledge graph. ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING[J]. 2022, 第 2 作者  通讯作者  194: 250-266, http://dx.doi.org/10.1016/j.isprsjprs.2022.10.017.

[15] 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, 第 2 作者26(7): 1410-1422, http://www.ygxb.ac.cn/zh/article/doi/10.11834/jrs.20209078/.

[16] 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, 第 8 作者  通讯作者  105: 

[17] 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, 第 5 作者  通讯作者  102: http://dx.doi.org/10.1016/j.jag.2021.102388.

[18] 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, 第 2 作者36(2): 170-178, http://lib.cqvip.com/Qikan/Article/Detail?id=7104008051.

[19] 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, 第 2 作者  通讯作者  36(5): 

[20] 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, 第 5 作者  通讯作者  13(4): https://doaj.org/article/fae7920138cc4878861abbe86b454bb3.

[21] 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, 第 2 作者  通讯作者  295: http://dx.doi.org/10.1016/j.agrformet.2020.108201.

[22] 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, 第 4 作者35(3): 596-605, http://www.rsta.ac.cn/CN/10.11873/j.issn.1004-0323.2020.3.0596.

[23] 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, 第 3 作者22(10): 2023-2037, https://www.dqxxkx.cn/CN/10.12082/dqxxkx.2020.200078.

[24] 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, 第 2 作者  通讯作者  292: http://dx.doi.org/10.1016/j.agee.2019.106793.

[25] 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]. 2019/02/20, 第 3 作者34(1): 68-78, http://www.rsta.ac.cn/CN/10.11873/j.issn.1004-0323.2019.1.0068.

[26] 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, 第 2 作者  通讯作者  11(22): http://dx.doi.org/10.3390/rs11222641.

[27] Du, Xin, Li, Qiangzi, Shang, Jiali, Liu, Jiangui, Qian, Budong, Jing, Qi, Dong, Taifeng, Fan, Dongdong, Wang, Hongyan, Zhao, Longcai, Lieff, Sam, Davies, Travis. Detecting advanced stages of winter wheat yellow rust and aphid infection using RapidEye data in North China Plain. GISCIENCE & REMOTE SENSING[J]. 2019, 第 2 作者  通讯作者  56(7): 1093-1113, http://dx.doi.org/10.1080/15481603.2019.1613804.

[28] 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, 第 2 作者  通讯作者  80: 173-186, http://dx.doi.org/10.1016/j.jag.2019.04.018.

[29] 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, 第 2 作者23(4): 730-742, http://lib.cqvip.com/Qikan/Article/Detail?id=7002648807.

[30] Yuncong Zhao, Qiangzi Li, Yuan Zhang, Xin Du. Improving the Accuracy of Fine-Grained Population Mapping Using Population-Sensitive POIs. REMOTE SENSING[J]. 2019, 第 2 作者  通讯作者  11(21): https://doaj.org/article/a625a31e2da742f5852313fb0ad602dd.

[31] 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, 第 4 作者  通讯作者  13(2): 327-335, http://lib.cqvip.com/Qikan/Article/Detail?id=7002279691.

[32] Zhao, Longcai, Li, Qiangzi, Zhang, Yuan, Du, Xin, Wang, Hongyan, Shen, Yu. Study on the potential of whitening transformation in improving single crop mapping accuracy. JOURNAL OF APPLIED REMOTE SENSING[J]. 2019, 第 2 作者  通讯作者  13(3): https://www.webofscience.com/wos/woscc/full-record/WOS:000481495800001.

[33] Jia, Kun, Liu, Jingcan, Tu, Yixuan, Li, Qiangzi, Sun, Zhiwei, Wei, Xiangqin, Yao, Yunjun, Zhang, Xiaotong. 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, 第 4 作者  通讯作者  13(2): 327-335, https://journal.hep.com.cn/fesci/EN/10.1007/s11707-018-0734-8.

[34] Du, Xin, Li, Qiangzi, Wang, Hongyan, Liu, Jilei, Zhao, Longcai, Zhang, Huanxue, Wang, Na. A simple assessment approach for winter wheat loss risk impacted by water stress. GEOCARTO INTERNATIONAL. 2019, 第 2 作者  通讯作者  34(5): 473-489, http://dx.doi.org/10.1080/10106049.2017.1408702.

[35] 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, 第 3 作者127-136, http://lib.cqvip.com/Qikan/Article/Detail?id=90788466504849574853485048.

[36] 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, 第 2 作者11(8): https://doaj.org/article/ff479883682b42c3a7ef4c51c574fb28.

[37] 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, 第 3 作者77(16): http://dx.doi.org/10.1007/s12665-018-7740-8.

[38] 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, 第 2 作者  通讯作者  33(7): 713-722, https://www.webofscience.com/wos/woscc/full-record/WOS:000431694100004.

[39] Zhang Lei, Lu Dengsheng, Li Qiangzi, Lu Shanlong. Impacts of socioeconomic factors on cropland transition and its adaptation in Beijing, China. ENVIRONMENTALEARTHSCIENCES[J]. 2018, 第 3 作者77(575): 1-10, 

[40] Zhang, Huanxue, Li, Qiangzi, Liu, Jiangui, Du, Xin, Dong, Taifeng, McNairn, Heather, Champagne, Catherine, Liu, Mingxu, Shang, Jiali. Object-based crop classification using multi-temporal SPOT-5 imagery and textural features with a Random Forest classifier. GEOCARTOINTERNATIONAL[J]. 2018, 第 2 作者  通讯作者  33(10): 1017-1035, http://dx.doi.org/10.1080/10106049.2017.1333533.

[41] 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, 第 2 作者12(3): 481-490, http://lib.cqvip.com/Qikan/Article/Detail?id=676326014.

[42] Zhang, Huanxue, Li, Qiangzi, Liu, Jiangui, Shang, Jiali, Du, Xin, McNairn, Heather, Champagne, Catherine, Dong, Taifeng, Liu, Mingxu. Image Classification Using RapidEye Data: Integration of Spectral and Textual Features in a Random Forest Classifier (vol 10, pg 5334, 2017). IEEE JOURNAL OF SELECTED TOPICS IN APPLIED EARTH OBSERVATIONS AND REMOTE SENSING. 2018, 第 2 作者11(7): 2571-2571, 

[43] 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, 第 2 作者  通讯作者  10(11): https://doaj.org/article/4bb27dca49cd4bbea7a47b28f9a9fa16.

[44] 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, 第 2 作者32(2): 305-314, https://d.wanfangdata.com.cn/periodical/ygjsyyy201702014.

[45] Zhang, Yuan, Li, Qiangzi, Huang, Huiping, Wu, Wei, Du, Xin, Wang, Hongyan. 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, 第 2 作者  通讯作者  9(9): https://doaj.org/article/6095e8bf684e422cadfc5df9769667c5.

[46] 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, 第 2 作者31(7): 74-82, http://lib.cqvip.com/Qikan/Article/Detail?id=WD90727978717184687588504849554855484948.

[47] Zhang, Huanxue, Li, Qiangzi, Liu, Jiangui, Shang, Jiali, Du, Xin, Zhao, Longcai, Wang, Na, Dong, Taifeng. Crop classification and acreage estimation in North Korea using phenology features. GISCIENCE & REMOTE SENSING[J]. 2017, 第 2 作者  通讯作者  54(3): 381-406, http://dx.doi.org/10.1080/15481603.2016.1276255.

[48] 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, 第 2 作者21(4): 519-530, http://www.ygxb.ac.cn/zh/article/doi/10.11834/jrs.20176373/.

[49] Zhang, Huanxue, Li, Qiangzi, Liu, Jiangui, Shang, Jiali, Du, Xin, McNairn, Heather, Champagne, Catherine, Dong, Taifeng, Liu, Mingxu. 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[J]. 2017, 第 2 作者  通讯作者  10(12): 5334-5349, http://dx.doi.org/10.1109/JSTARS.2017.2774807.

[50] 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, 第 1 作者  通讯作者  

[51] 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, 第 5 作者19(1): 117-124, https://www.dqxxkx.cn/CN/10.3724/SP.J.1047.2017.00117.

[52] 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, 第 2 作者31(4): 784-792, http://www.rsta.ac.cn/CN/10.11873/j.issn.1004-0323.2016.3.0784.

[53] 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.. 2016, 第 2 作者3254-3257, 

[54] 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, 第 3 作者14(5): 47-56, http://lib.cqvip.com/Qikan/Article/Detail?id=670406774.

[55] 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, 第 2 作者28(1): 78-86, https://d.wanfangdata.com.cn/periodical/gtzyyg201601012.

[56] 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, 第 2 作者  通讯作者  31(2): 210-224, http://ir.radi.ac.cn/handle/183411/39353.

[57] 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, 第 1 作者  通讯作者  

[58] 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, https://doaj.org/article/1fbbf00b5c504a1cab5c51d3548c8a51.

[59] 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, 第 1 作者  通讯作者  

[60] 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, 第 1 作者  通讯作者  

[61] 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, 第 2 作者30(3): 486-494, http://www.rsta.ac.cn/CN/10.11873/j.issn.1004-0323.2015.3.0486.

[62] 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, 第 2 作者  通讯作者  30(3): 258-269, http://www.irgrid.ac.cn/handle/1471x/1047367.

[63] 刘吉磊, 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, 第 2 作者30(1): 140-147, http://www.rsta.ac.cn/CN/10.11873/j.issn.1004-0323.2015.1.0140.

[64] 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, 第 3 作者30(2): 304-311, http://www.rsta.ac.cn/CN/10.11873/j.issn.1004-0323.2015.2.0304.

[65] 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, 第 2 作者22(2): 64-68, https://d.wanfangdata.com.cn/periodical/stbcyj201502013.

[66] Zhang Huanxue, Li Qiangzi, Lei Fan, Du Xin, Wei Jide, Schreier G, Skrovseth PE, Staudenrausch H. RESEARCH ON RICE ACREAGE ESTIMATION IN FRAGMENTED AREA BASED ON DECOMPOSITION OF MIXED PIXELS. 36TH INTERNATIONAL SYMPOSIUM ON REMOTE SENSING OF ENVIRONMENT. 2015, 第 2 作者  通讯作者  47(W3): 133-139, 

[67] Jia, Kun, Liang, Shunlin, Wei, Xiangqin, Li, Qiangzi, Du, Xin, Jiang, Bo, Yao, Yunjun, Zhao, Xiang, Li, Yuwei. 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, 第 4 作者8(2): 775-783, http://dx.doi.org/10.1109/JSTARS.2014.2349007.

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

[69] Jia, Kun, Li, Qiangzi, Wei, Xiangqin, Zhang, Lei, Du, Xin, Yao, Yunjun, Wang, Xiaoxia. 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, 第 2 作者  通讯作者  30(8): 882-893, http://www.irgrid.ac.cn/handle/1471x/1047502.

[70] 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, 第 2 作者27(4): 54-61, https://d.wanfangdata.com.cn/periodical/gtzyyg201504009.

[71] 李强子. Monitoring of typical steppe desertification based on time series of net primary productivity data. Dragon 3 Mid-term Results Symposium. 2014, 第 1 作者  通讯作者  

[72] 李强子. Effects of soil moisture in spring on growth of winter wheat in North China Plain. Agro-geoinformatics 2014. 2014, 第 1 作者  通讯作者  

[73] 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, 第 1 作者  通讯作者  8(16): http://ir.ceode.ac.cn/handle/183411/28782.

[74] 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, 第 2 作者30(13): 176-184, http://lib.cqvip.com/Qikan/Article/Detail?id=50149428.

[75] 李强子. Soybean yield estimation using HJ-1 CCD data in Northeast China. Agro-geoinformatics 2014. 2014, 第 1 作者  通讯作者  

[76] 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, 第 2 作者38-42,48, http://lib.cqvip.com/Qikan/Article/Detail?id=1003261410.

[77] 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, 第 2 作者753-756, 

[78] 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, 第 1 作者  通讯作者  35(16): 6076-6088, https://www.webofscience.com/wos/woscc/full-record/WOS:000342298200009.

[79] Cao, Xin, Li, Qiangzi, Du, Xin, Zhang, Miao, Zheng, Xinqi, Guo, H. 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, 第 2 作者  通讯作者  17: http://dx.doi.org/10.1088/1755-1315/17/1/012047.

[80] 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, 第 2 作者18-21, http://lib.cqvip.com/Qikan/Article/Detail?id=662672825.

[81] Wu, Bingfang, Meng, Jihua, Li, Qiangzi, Yan, Nana, Du, Xin, Zhang, Miao. Remote sensing-based global crop monitoring: experiences with China's CropWatch system. INTERNATIONAL JOURNAL OF DIGITAL EARTH[J]. 2014, 第 3 作者7(2): 113-137, http://dx.doi.org/10.1080/17538947.2013.821185.

[82] 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, 第 3 作者7(12): http://ir.ceode.ac.cn/handle/183411/28646.

[83] 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, 第 2 作者704 SP, http://ir.ceode.ac.cn/handle/183411/31786.

[84] 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, 第 2 作者35(12): 2507-2516, http://sciencechina.cn/gw.jsp?action=detail.jsp&internal_id=5020351&detailType=1.

[85] 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, 第 1 作者

[86] 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, 第 4 作者5073-5076, http://ir.ceode.ac.cn/handle/183411/23833.

[87] 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, 第 2 作者26-29, http://ir.ceode.ac.cn/handle/183411/23832.

[88] 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, 第 2 作者16: 101-112, http://dx.doi.org/10.1016/j.jag.2011.12.006.

[89] Jia, Kun, Li, Qiangzi, Tian, Yichen, Wu, Bingfang, Zhang, Feifei, Meng, Jihua. Crop classification using multi-configuration SAR data in the North China Plain. INTERNATIONAL JOURNAL OF REMOTE SENSING[J]. 2012, 第 2 作者33(1): 170-183, http://ir.ceode.ac.cn/handle/183411/28643.

[90] Li, Qiangzi, Wu, Bingfang, Jia, Kun, Dong, Qinghan, Eerens, Herman, Zhang, Miao. Maize acreage estimation using ENVISAT MERIS and CBERS-02B CCD data in the North China Plain. COMPUTERS AND ELECTRONICS IN AGRICULTURE[J]. 2011, 第 1 作者78(2): 208-214, http://dx.doi.org/10.1016/j.compag.2011.07.008.

[91] 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, 第 3 作者27(6): 169-175, http://lib.cqvip.com/Qikan/Article/Detail?id=38509105.

[92] Jia Kun, Wu Bingfang, Tian Yichen, Li Qiangzi, Du Xin. Spectral discrimination of opium poppy using field spectrometry. 2011, 第 4 作者3414-3422, http://ir.ceode.ac.cn/handle/183411/31501.

[93] 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, 第 3 作者27(SUPPL. 1): 352-357, http://ir.ceode.ac.cn/handle/183411/30122.

[94] 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, 第 2 作者31(10): 2618-2623, http://lib.cqvip.com/Qikan/Article/Detail?id=39316579.

[95] 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, 第 3 作者27(6): 169-175, http://ir.ceode.ac.cn/handle/183411/30318.

[96] 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, 第 2 作者31(2): 483-487, http://lib.cqvip.com/Qikan/Article/Detail?id=36409981.

[97] 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, 第 2 作者31(12): 3200-3205, http://lib.cqvip.com/Qikan/Article/Detail?id=39965484.

[98] 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, 第 3 作者352-357, http://lib.cqvip.com/Qikan/Article/Detail?id=1003578098.

[99] 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, 第 1 作者65(7): 771-780, http://lib.cqvip.com/Qikan/Article/Detail?id=34547227.

[100] 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, 第 3 作者25(10): 1013-1022, http://lib.cqvip.com/Qikan/Article/Detail?id=35666135.

[101] 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, 第 2 作者European Space Agency (ESA); National Remote Sensing Center of China (NRSCC), http://ir.ceode.ac.cn/handle/183411/31503.

[102] 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, 第 4 作者IEEE Nanjing Section GRSS Chapter; Southwest Petroleum University of China; College of Computer and Information of Hohai University, http://ir.ceode.ac.cn/handle/183411/31677.

[103] 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, 第 3 作者25(10): 1003-1012, http://lib.cqvip.com/Qikan/Article/Detail?id=35666134.

[104] 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, 第 4 作者453-457, http://lib.cqvip.com/Qikan/Article/Detail?id=34898388.

[105] 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, 第 4 作者30(12): 3334-3337, http://lib.cqvip.com/Qikan/Article/Detail?id=35992635.

[106] 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, 第 3 作者49-54, http://lib.cqvip.com/Qikan/Article/Detail?id=37144742.

[107] 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, 第 3 作者122-128, http://lib.cqvip.com/Qikan/Article/Detail?id=34349425.

[108] 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, 第 3 作者25(5): 675-681, http://www.rsta.ac.cn/CN/10.11873/j.issn.1004-0323.2010.5.675.

[109] 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, 第 3 作者340-345, http://ir.ceode.ac.cn/handle/183411/31502.

[110] Du Xin, Wu Bingfang, Li Qiangzi, Meng Jihua, Jia Kun, Kong JA. A Method to Estimated Winter Wheat Yield with the MERIS Data. PIERS 2009 BEIJING: PROGESS IN ELECTROMAGNETICS RESEARCH SYMPOSIUM, PROCEEDINGS I AND II. 2009, 第 3 作者1392-1395, 

[111] 吴炳方, 张磊, 李强子, 周月敏, 蒙继华, 田亦陈, 闫娜娜, 曾源, 熊隽, 李晓松, 黄慧萍, 卢善龙. 农业与生态遥感现状与展望. 遥感学报[J]. 2009, 第 3 作者13(S1): http://www.ygxb.ac.cn/zh/article/doi/10.11834/jrs.20090035/.

[112] 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, 第 1 作者928-939, http://lib.cqvip.com/Qikan/Article/Detail?id=31606721.

[113] 李强子. 中国农情遥感速报系统的发展与未来. 遥感学报. 2009, 第 1 作者

[114] 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, 第 4 作者99-102, http://ir.ceode.ac.cn/handle/183411/31217.

[115] 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, 第 3 作者1225-1228, http://ir.ceode.ac.cn/handle/183411/22998.

[116] 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, 第 3 作者1392-1395, http://ir.ceode.ac.cn/handle/183411/22499.

[117] 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, 第 2 作者10(6): 63-69, http://lib.cqvip.com/Qikan/Article/Detail?id=27513092.

[118] 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, 第 4 作者24(2): 290-298, http://lib.cqvip.com/Qikan/Article/Detail?id=26748066.

[119] 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, 第 4 作者34(9): 283-284, http://lib.cqvip.com/Qikan/Article/Detail?id=27217241.

[120] 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, 第 2 作者23(1): 17-23, http://www.rsta.ac.cn/CN/10.11873/j.issn.1004-0323.2008.1.17.

[121] 牟伶俐, 吴炳方, 闫娜娜, 黄慧萍, 李强子. 农业旱情指数验证与不确定性分析. 水土保持通报[J]. 2007, 第 5 作者27(2): 119-122, 

[122] 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, 第 3 作者State Key Lab. Multi-spectral Information Processing Technologies; Chinese Educ. Ministry Key Lab. Image Process. Intell. Control; Huazhong University of Science and Technology; The International Society for Optical Engineering (SPIE), http://ir.ceode.ac.cn/handle/183411/30636.

[123] 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, 第 5 作者27(2): 119-122, http://lib.cqvip.com/Qikan/Article/Detail?id=24368496.

[124] 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, 第 3 作者17(1): 94-99, http://ir.ceode.ac.cn/handle/183411/30317.

[125] 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, 第 3 作者23(2): 160-167, http://lib.cqvip.com/Qikan/Article/Detail?id=23974331.

[126] 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, 第 3 作者Z7862-Z7862, http://ir.ceode.ac.cn/handle/183411/23579.

[127] 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, 第 3 作者17(1): 94-99, http://lib.cqvip.com/Qikan/Article/Detail?id=24773157.

[128] 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, 第 3 作者23(2): 160-167, http://ir.ceode.ac.cn/handle/183411/30319.

[129] 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, 第 3 作者200-203, http://ir.ceode.ac.cn/handle/183411/36239.

[130] 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, 第 3 作者4072-4075, http://ir.ceode.ac.cn/handle/183411/23372.

[131] 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, 第 5 作者28(3): 26-31, http://lib.cqvip.com/Qikan/Article/Detail?id=22241357.

[132] Xu Xingang, Wu Bingfang, Li Qiangzi, Xiong Jun, IEEE. 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, 第 3 作者4072-4075, 

[133] 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, 第 3 作者22-25, http://lib.cqvip.com/Qikan/Article/Detail?id=21963706.

[134] 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, 第 3 作者24-27, http://lib.cqvip.com/Qikan/Article/Detail?id=21756910.

[135] 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, 第 3 作者2277-2280, http://ir.ceode.ac.cn/handle/183411/22999.

[136] 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, 第 2 作者http://ir.ceode.ac.cn/handle/183411/37167.

[137] 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, 第 3 作者42(12): 200-203, http://lib.cqvip.com/Qikan/Article/Detail?id=21781628.

[138] 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, 第 3 作者28(3): 41-44, http://lib.cqvip.com/Qikan/Article/Detail?id=22241360.

[139] 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, 第 3 作者http://ir.ceode.ac.cn/handle/183411/37143.

[140] 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, 第 3 作者12(6): 183-186, http://lib.cqvip.com/Qikan/Article/Detail?id=20278729.

[141] 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, 第 3 作者27(6): 58-63, http://lib.cqvip.com/Qikan/Article/Detail?id=20871663.

[142] 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, 第 4 作者8(6): 688-695, http://lib.cqvip.com/Qikan/Article/Detail?id=11371599.

[143] 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, 第 3 作者8(6): 593-601, http://lib.cqvip.com/Qikan/Article/Detail?id=11371588.

[144] 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, 颜长珍, 许安, 张维奇. 全国作物种植结构快速调查技术与应用. 遥感学报[J]. 2004, 第 4 作者8(6): 618-627, http://lib.cqvip.com/Qikan/Article/Detail?id=11371591.

[145] 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, 第 1 作者8(6): 581-587, http://lib.cqvip.com/Qikan/Article/Detail?id=11371586.

[146] 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, 第 2 作者8(6): 602-610, http://lib.cqvip.com/Qikan/Article/Detail?id=11371589.

[147] 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, 第 2 作者8(6): 551-569, http://lib.cqvip.com/Qikan/Article/Detail?id=11371584.

[148] 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, 第 1 作者8(6): 588-592, http://lib.cqvip.com/Qikan/Article/Detail?id=11371587.

[149] 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, 第 3 作者8(6): 570-580, http://lib.cqvip.com/Qikan/Article/Detail?id=11371585.

[150] Cao, Xin1, Li, Qiangzi2, Du, Xin2, Zhang, Miao2, Zheng, Xinqi1. Exploring effect of segmentation scale on orient-based crop identification using HJ CCD data in Northeast China. IOP. http://oa.las.ac.cn/oainone/service/browseall/read1?ptype=CA&workid=CA202001160000052CD.

[151] Huanxue, Zhang1, Qiangzi, Li1, Miao, Zhang1. The Effects of Spatial Resolution on the Maize acreage estimation by Remote Sensing. IOP. http://oa.las.ac.cn/oainone/service/browseall/read1?ptype=CA&workid=CA202001160000057CD.