基本信息
赵旦  男  硕导  中国科学院空天信息创新研究院
电子邮件: zhaodan@aircas.ac.cn
通信地址: 北京市朝阳区大屯路甲20号北空天信息创新研究院奥运园区A座
邮政编码:

研究领域

遥感科学国家重点实验室(二室)副研究员、主任助理、硕士生导师,国家重点研发计划青年科学家项目获得者。先后承担了国家重点研发计划(青年科学家)、国家自然科学基金面上/青年基金、以及多项国家级和省部级重大项目课题或任务。

提出了激光雷达多尺度森林应用方法,建立了分区分层植被地上生物量遥感监测模型,研发了激光雷达森林生态系统应用系统,生产发布了全国尺度多期植被地上生物量遥感监测产品,在森林类型识别、时间序列数据处理和地上生物量监测方面有较好的技术积累。

​发表论文49篇,其中SCI/EI论文38篇,出版相关专著1部。现任遥感科学国家重点实验室学术秘书、空天院二室主任助理,中国生态学学会生态遥感专委会副秘书长,国际数字地球学会中国国家委员会激光雷达专业委员会,中国遥感应用协会定量遥感专业委员会第一届委员会青年委员,《Chinese Geographic Science》青年编委。

招生信息

期望招收遥感(激光雷达、时间序列光学遥感数据)、或计算机/生态学/林学背景的研究生

招生专业
070503-地图学与地理信息系统
招生方向
激光雷达遥感
森林生态系统遥感

教育背景

2009-09--2012-07   中国林业科学研究院   博士
2006-09--2009-07   长安大学   硕士
2002-09--2006-07   长安大学   学士

工作经历

   
工作简历
2017-03~2022-06,中国科学院遥感与数字地球研究所/空天信息创新研究院, 副研究员
2012-07~2017-02,中国科学院遥感与数字地球研究所, 助理研究员
社会兼职
2024-04-01-今,国际数字地球学会中国国家委员会激光雷达专业委员会, 委员
2023-12-31-2025-12-29,《Chinese Geographic Science》青年编委会, 委员
2022-12-31-今,中国生态学学会生态遥感专业委员会, 副秘书长
2021-08-19-2026-08-19,中国遥感应用协会定量遥感专业委员会第一届委员会, 青年委员
2019-12-31-今,遥感科学国家重点实验室, 学术秘书
2018-05-31-今,长安大学专业学位研究生指导教师,
2017-09-29-2022-09-30,国际数字地球学会中国国家委员会第二届数字山地专业委员会, 委员

专利与奖励

   
专利成果
( 1 ) 草本植物地上生物量多源观测方法及系统, 发明专利, 2024, 第 2 作者, 专利号: 2024102677123

( 2 ) 一种机载小光斑LiDAR波形数据提取林分垂直结构参数的方法, 发明专利, 2012, 第 5 作者, 专利号: CN102538673A

( 3 ) 结合形态学冠层控制和分水岭的LiDAR数据单木提取方法, 发明专利, 2012, 第 1 作者, 专利号: CN102419818A

出版信息

   
发表论文
[1] Junhua Chen, Dan Zhao, Zhaoju Zheng, Cong Xu, Yong Pang, Yuan Zeng. A clustering-based automatic registration of UAV and terrestrial LiDAR forest point clouds. COMPUTERS AND ELECTRONICS IN AGRICULTURE. 2024, 217: http://dx.doi.org/10.1016/j.compag.2024.108648.
[2] Xin Gong, Zhihong Qiao, Haifeng Yao, Dan Zhao, Nico Eisenhauer, Stefan Scheu, Chao Liang, Manqiang Liu, YongGuan Zhu, Xin Sun. Urbanization simplifies soil nematode communities and coincides with decreased ecosystem stability. SOIL BIOLOGY AND BIOCHEMISTRY. 2024, 190: http://dx.doi.org/10.1016/j.soilbio.2023.109297.
[3] 胡天宇, 赵旦, 曾源, 郭庆华, 何洪林. 面向生态系统评估的多源数据融合体系. 生态学报[J]. 2023, 43(2): 542-553, http://sciencechina.cn/gw.jsp?action=detail.jsp&internal_id=7388874&detailType=1.
[4] Li Fu, Yan Xu, Dan Zhao, Bingfang Wu, Zhihong Xu. Analysis of coniferous tree growth gradients in relation to regional pollution and climate change in the Miyun Reservoir Basin, China. ENVIRONMENTAL SCIENCE AND POLLUTION RESEARCH INTERNATIONAL[J]. 2023, 30(19): 55635-55648, https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10121506/.
[5] Cong Xu, Dan Zhao, Zhaoju Zheng, Ping Zhao, Junhua Chen, Xiuwen Li, Xueming Zhao, Yujin Zhao, Wenjun Liu, Bingfang Wu, Yuan Zeng. Correction of UAV LiDAR-derived grassland canopy height based on scan angle. FRONTIERS IN PLANT SCIENCE[J]. 2023, 14: https://doaj.org/article/299cde93c5c64c798ea6936816dc4879.
[6] Xiuwen Li, Zhaoju Zheng, Cong Xu, Ping Zhao, Junhua Chen, Jinchen Wu, Xueming Zhao, Xuan Mu, Dan Zhao, Yuan Zeng. Individual tree-based forest species diversity estimation by classification and clustering methods using UAV data. FRONTIERS IN ECOLOGY AND EVOLUTION[J]. 2023, 11: https://doaj.org/article/16e9ff69d7154be9b01746f4f61782dd.
[7] 牛忠恩, 何洪林, 任小丽, 张黎, 秦克玉, 赵旦, 吕妍. 基于过程模型的2000-2018年中国陆地生态系统服务时空动态及其权衡与协同分析. 生态学报[J]. 2023, 43(2): 496-509, http://lib.cqvip.com/Qikan/Article/Detail?id=00002FCFK9987JP0MJDO7JP1MJR.
[8] Jinchen Wu, Wenwen Gao, Zhaoju Zheng, Dan Zhao, Yuan Zeng. Study of Human Activity Intensity from 2015 to 2020 Based on Remote Sensing in Anhui Province, China. REMOTE SENSING[J]. 2023, 15: https://doaj.org/article/ac4f3d089edf4430a2d359b57a6228b9.
[9] Zhaoju Zheng, Bernhard Schmid, Yuan Zeng, Meredith C Schuman, Dan Zhao, Michael E Schaepman, Felix Morsdorf. Remotely sensed functional diversity and its association with productivity in a subtropical forest. REMOTE SENSING OF ENVIRONMENT[J]. 2023, 290: http://dx.doi.org/10.1016/j.rse.2023.113530.
[10] Yi, Kunpeng, Zhao, Xueming, Zheng, Zhaoju, Zhao, Dan, Zeng, Yuan. Trends of greening and browning in terrestrial vegetation in China from 2000 to 2020. ECOLOGICAL INDICATORS[J]. 2023, 154: http://dx.doi.org/10.1016/j.ecolind.2023.110587.
[11] Wu, Fangming, Wu, Bingfang, Zhao, Dan. Real-time measurement of individual tree structure parameters based on augmented reality in an urban environment. ECOLOGICAL INFORMATICS[J]. 2023, 77: http://dx.doi.org/10.1016/j.ecoinf.2023.102207.
[12] Wenmei Li, Yu Zhang, Jiadong Zhang, Huaihuai Chen, Erxue Chen, Lei Zhao, Dan Zhao. Tropical forest AGB estimation based on structure parameters extracted by TomoSAR. INTERNATIONAL JOURNAL OF APPLIED EARTH OBSERVATION AND GEOINFORMATION[J]. 2023, 121: 103369, http://dx.doi.org/10.1016/j.jag.2023.103369.
[13] Xu, Cong, Zeng, Yuan, Zheng, Zhaoju, Zhao, Dan, Liu, Wenjun, Ma, Zonghan, Wu, Bingfang. Assessing the Impact of Soil on Species Diversity Estimation Based on UAV Imaging Spectroscopy in a Natural Alpine Steppe. REMOTE SENSING[J]. 2022, 14(3): http://dx.doi.org/10.3390/rs14030671.
[14] Xu Cong, Liu Wenjun, Zhao Dan, Hao Yanbin, Xia Anquan, Yan Nana, Zeng Yuan. Remote Sensing-based Spatiotemporal Distribution of Grassland Aboveground Biomass and Its Response to Climate Change in the Hindu Kush Himalayan Region. CHINESE GEOGRAPHICAL SCIENCE[J]. 2022, 32(5): 759-775, http://dx.doi.org/10.1007/s11769-022-1299-8.
[15] 孟鸽, 赵旦, 许聪, 陈俊华, 李秀纹, 郑朝菊, 曾源. 联合ICESat-2和GEDI星载激光雷达数据的浙江省森林地上生物量估算. 遥感学报[J]. 2022, 1, http://www.ygxb.ac.cn/zh/article/doi/10.11834/jrs.20222120/.
[16] 苏胜涛, 曾源, 赵旦, 郑朝菊, 吴兴华. 基于CERN数据的中国陆地植被NPP估算模型优化与分析. 生态学报[J]. 2022, 
[17] 庞勇, 蒙诗栎, 史锴源, 余涛, 王晓慧, 牛晓栋, 赵旦, 刘良云, 冯敏, 覃先林, 王强, 佃袁勇. 中国天然林保护工程区森林覆盖遥感监测. 生态学报[J]. 2021, 41(13): 5080-5092, 
[18] Zheng, Zhaoju, Zeng, Yuan, Schneider, Fabian D, Zhao, Yujin, Zhao, Dan, Schmid, Bernhard, Schaepman, Michael E, Morsdorf, Felix. Mapping functional diversity using individual tree-based morphological and physiological traits in a subtropical forest. REMOTESENSINGOFENVIRONMENT[J]. 2021, 252: http://dx.doi.org/10.1016/j.rse.2020.112170.
[19] Xiang, Hengxing, Wang, Zongming, Mao, Dehua, Zhang, Jian, Zhao, Dan, Zeng, Yuan, Wu, Bingfang. Surface mining caused multiple ecosystem service losses in China. JOURNAL OF ENVIRONMENTAL MANAGEMENT[J]. 2021, 290: http://dx.doi.org/10.1016/j.jenvman.2021.112618.
[20] Zhao, Yujin, Liu, Xiaoliang, Wang, Yang, Zheng, Zhaoju, Zheng, Shuxia, Zhao, Dan, Bai, Yongfei. UAV-based individual shrub aboveground biomass estimation calibrated against terrestrial LiDAR in a shrub-encroached grassland. INTERNATIONAL JOURNAL OF APPLIED EARTH OBSERVATION AND GEOINFORMATION[J]. 2021, 101: https://www.webofscience.com/api/gateway?GWVersion=2&SrcApp=PARTNER_APP&SrcAuth=LinksAMR&KeyUT=WOS:000659161300002&DestLinkType=FullRecord&DestApp=ALL_WOS&UsrCustomerID=3a85505900f77cc629623c3f2907beab.
[21] Gao Wenwen, Zeng Yuan, Zhao Dan, Wu Bingfang, Ren Zhiyuan. Land Cover Changes and Drivers in the Water Source Area of the Middle Route of the South-to-North Water Diversion Project in China from 2000 to 2015. CHINESE GEOGRAPHICAL SCIENCE[J]. 2020, 30(1): 115-126, http://lib.cqvip.com/Qikan/Article/Detail?id=7100994558.
[22] 吴炳方, 曾源, 闫娜娜, 曾红伟, 赵旦, 张淼. 生态系统遥感:内涵与挑战. 遥感学报[J]. 2020, 24(6): 609-617, http://lib.cqvip.com/Qikan/Article/Detail?id=7102193274.
[23] Zhao, Dan, Pang, Yong, Liu, Lijuan, Li, Zengyuan. Individual Tree Classification Using Airborne LiDAR and Hyperspectral Data in a Natural Mixed Forest of Northeast China. FORESTS[J]. 2020, 11(3): https://doaj.org/article/1f3a74df749045dbb8b1b840cff0bf27.
[24] 衣海燕, 曾源, 赵玉金, 郑朝菊, 熊杰, 赵旦. 利用聚类算法监测森林乔木物种多样性. 植物生态学报[J]. 2020, 44(6): 598-615, http://lib.cqvip.com/Qikan/Article/Detail?id=00002EGE4J987JP0MPDO3JP1MLR.
[25] Sun, Meiying, Li, Xiuhong, Yang, Rongjin, Zhang, Yi, Zhang, Le, Song, Zhenwei, Liu, Qiang, Zhao, Dan. Comprehensive partitions and different strategies based on ecological security and economic development in Guizhou Province, China. JOURNAL OF CLEANER PRODUCTION[J]. 2020, 274: http://dx.doi.org/10.1016/j.jclepro.2020.122794.
[26] 刘晓亮, 隋立春, 白永飞, 赵旦, 赵玉金, 刘艳书, 翟秋萍. 地基激光雷达灌丛化草原小叶锦鸡儿生物量估算. 遥感学报[J]. 2020, 24(7): 894-903, http://lib.cqvip.com/Qikan/Article/Detail?id=7102423871.
[27] Fu, Li, Xu, Yan, Xu, Zhihong, Wu, Bingfang, Zhao, Dan. Tree water-use efficiency and growth dynamics in response to climatic and environmental changes in a temperate forest in Beijing, China. ENVIRONMENT INTERNATIONAL[J]. 2020, 134: https://doaj.org/article/42ccf3874db745c4a3afae0960733531.
[28] Xiufen Li, Yichen Tian, Tian Gao, Lei Jin, Shuangtian Li, Dan Zhao, Xiao Zheng, Lizhong Yu, Jiaojun Zhu. Trade-Offs Analysis of Ecosystem Services for the Grain for Green Program: Informing Reforestation Decisions in a Mountainous Headwater Region, Northeast China. SUSTAINABILITY[J]. 2020, 12(11): https://doaj.org/article/899743fa61c54b15bbb68ffddfcedc5b.
[29] Qian Zhang, Huaxing Zhang, Dan Zhao, Baodong Cheng, Chang Yu, Yanli Yang. Does Urban Sprawl Inhibit Urban Eco-Efficiency? Empirical Studies of Super-Efficiency and Threshold Regression Models. SUSTAINABILITY[J]. 2019, 11(20): http://apps.webofknowledge.com/CitedFullRecord.do?product=UA&colName=WOS&SID=5CCFccWmJJRAuMzNPjj&search_mode=CitedFullRecord&isickref=WOS:000498398900055.
[30] Zeng, Na, Ren, Xiaoli, He, Honglin, Zhang, Li, Zhao, Dan, Ge, Rong, Li, Pan, Niu, Zhongen. Estimating grassland aboveground biomass on the Tibetan Plateau using a random forest algorithm. ECOLOGICAL INDICATORS[J]. 2019, 102: 479-487, http://dx.doi.org/10.1016/j.ecolind.2019.02.023.
[31] 赵旦, 吴炳方, 曾源, 衣海燕. 2000~2015年中国人工表面变化遥感监测分析. 地理科学[J]. 2019, 39(12): 1982-1989, http://lib.cqvip.com/Qikan/Article/Detail?id=7100901413.
[32] Zhao, Yujin, Zeng, Yuan, Zheng, Zhaoju, Dong, Wenxue, Zhao, Dan, Wu, Bingfang, Zhao, Qianjun. Forest species diversity mapping using airborne LiDAR and hyperspectral data in a subtropical forest in China. REMOTE SENSING OF ENVIRONMENT[J]. 2018, 213: 104-114, http://dx.doi.org/10.1016/j.rse.2018.05.014.
[33] 董文雪, 曾源, 赵玉金, 赵旦, 郑朝菊, 衣海燕. 机载激光雷达及高光谱的森林乔木物种多样性遥感监测. 遥感学报[J]. 2018, 22(5): 833-847, http://lib.cqvip.com/Qikan/Article/Detail?id=676387331.
[34] 熊杰, 曾源, 朱亮, 郑朝菊, 高文文, 赵新峰, 赵旦, 吴炳方. 近 25 年三峡库区土地覆被变化及驱动力分析. 长江流域资源与环境[J]. 2018, 27(10): 2368-2378, http://lib.cqvip.com/Qikan/Article/Detail?id=6100071661.
发表著作
(1) 中国生态参数遥感监测方法及其变化格局, 科学出版社, 2019-11, 第 3 作者

科研活动

   
科研项目
( 1 ) 时间序列森林地上生物量遥感估算及其时空格局分析, 负责人, 国家任务, 2018-01--2021-12
( 2 ) 林分类型分层识别与区域森林覆盖动态变化监测, 负责人, 国家任务, 2020-06--2023-05
( 3 ) 木本和草本鲜活植物地上生物量无损观测技术与设备, 负责人, 国家任务, 2022-09--2025-09
( 4 ) 结合扰动信息和生长过程的时间序列森林地上生物量估算, 负责人, 国家任务, 2024-01--2027-12
( 5 ) 森林生态系统固碳参量智能融合估算与碳源汇机制分析, 负责人, 国家任务, 2024-01--2027-12

指导学生

现指导学生

穆璇  硕士研究生  085700-资源与环境  

李晓敏  硕士研究生  085700-资源与环境