当前位置:首页 >> 研究队伍
   

研究员

  • 姓名: 张露
  • 性别: 男
  • 职称: 研究员
  • 职务: 副主任
  • 学历: 博士研究生
  • 电话: 
  • 传真: 
  • 电子邮件: zhanglu@aircas.ac.cn
  • 通讯地址: 
    简  历:
  • 张露,中国科学院空天信息创新研究院,研究员。研究方向为合成孔径雷达(SAR)遥感机理与应用,重点开展基于散射机理和极化特征的SAR目标识别与信息提取方法研究、地球大数据支撑的SAR南极冰盖表面特征大尺度智能提取方法与时空变化分析研究、面向可持续发展目标(SDGs)的SAR卫星设计与人类活动监测研究等方面研究。先后主持和参与了科技部国家重点研发项目和课题、国家自然科学基金委员会重点基金、部委和地方科技项目30余项,在国内外学术期刊发表学术论文100余篇,参与出版专著3部,申请国际发明专利1项、国内发明专利9项、软件著作权4项。


    工作经历:

    2021.08—至今     中国科学院空天信息创新研究院数字地球实验室  副主任  

    2021.08—至今     可持续发展大数据国际研究中心行政管理部      部长  

    2019.01—至今     中国科学院空天信息创新研究院                副研究员  研究员

    2012.10—2018.12  中国科学院遥感与数字地球研究所              副研究员

    2008.07—2012.10  中国科学院对地观测与数字地球科学中心        助理研究员  副研究员


    社会任职:
    研究方向:
  • 微波遥感;极地遥感;SDGs监测与评估


    承担科研项目情况:
  • (1)重庆市卫星应用科研试验基地遥感试验场项目  项目负责人  重庆市规自局   2024.04—2027.12
    (2)生态价值导向的农文旅康融合关键技术研究及桂林SDGs应用示范项目  课题负责人  广西重点研发项目    2024.01—2027.01
    (3)高铁运行环境安全态势感知与风险预警理论方法项目  课题负责人  自然基金联合重点基金        2023.01—2026.12
    (4)基于稳定构型的SDG KaSAR阵列卫星项目  项目负责人    中科院A类先导子课题  2022.03—2022.12

    (5)地球大数据驱动的SDGs研究新范式及应用示范 课题负责人 中科院网络安全和信息化专项   2022.01—2022.09

    (6)基于时序SAR数据的极地冰盖冻融状态研究 项目负责人 自然面上基金   2019.01 – 2022.12

    (7)极地冰盖冻融产品快速生成方法 子课题负责人 国家重点研发子课题    2016.07 – 2021.01

    (8)全球森林碳汇强度认知模型 子课题负责人 国家重点研发子课题    2016.07 – 2021.01

    (9)基于遥感数据的海南天然林分布及典型林型识别 项目负责人 海南面上基金 2018.03 –2019.12

    (10)SAR信息一体化处理与环境参数反演 课题负责人 自然基金重点项目 2012.01 – 2016.12 

    (12)地球宏观科学现象的月基观测研究 子课题负责人 自然基金重大项目 2016.01 – 2020.12

    (13)月基对地观测模拟实验研究 课题负责人 中科院前沿重点计划 2017.05 – 2021.12 

    (14)国际月球科研站 主要成员 国际大科学计划和大科学工程培育项目 2020.06 – 2023.08


    代表论著:
  • (1)学术论文

    [1] [第一/通讯]Zhu, Q., Guo, H.-D., Zhang, L., Liang, D., Wu, Z.-R., Lyu, Z.-R., Du, X.-B., 2024. Investigating the dynamics and interactions of surface features on Pine Island Glacier using remote sensing and deep learning. Advances in Climate Change Research 15, 609–622(SCI).

    [2] [第一/通讯]Zhu, Q., Guo, H., Zhang, L., Liang, D., 2024. Analysis of continuous calving front retreat and the associated influencing factors of the Thwaites Glacier using high-resolution remote sensing data from 2015 to 2023. International Journal of Digital Earth 17, 2390438(SCI).

    [3] [第一/通讯]Liu, J., Dou, X., Zhang, L., Liang, D., Zhu, Q., Lv, Z., Liu, Y., Du, X., 2024. Differences in Anthropogenic Impacts of Typical Mid- to High-Latitude Wetlands in the Heilongjiang Basin. Sustainability 16, 9020(SCI)..

    [4] [第一/通讯] Lv, Z., Guo, H., Zhang, L., Liang, D., Zhu, Q., Liu, X., Zhou, H., Liu, Y., Gou, Y., Dou, X. and Chen, G., 2024. Urban public lighting classification method and analysis of energy and environmental effects based on SDGSAT-1 glimmer imager data. Applied Energy, 355, p.122355 (SCI).

    [5] [第一/通讯] Qi Zhu, Huadong Guo, Lu Zhang, Dong Liang, Zherong Wu, Sophie de Roda Husman, Xiaobing Du, 2024. Automated surface melt detection over the Antarctic from Sentinel-1 imagery using deep learning. International Journal of Applied Earth Observation and Geoinformation (SCI).

    [6] Yue, Ma, Zhang Lu, Chen Ding, Zhang Haolei, Zheng Yitong, and Yan Shiyong. Inversion of Reservoir Parameters for Oil Extraction based on Deformation Monitoring with InSAR. IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing (2024) (SCI).

    [7] [第一/通讯] Zhu, Q., Guo, H., Zhang, L., Liang, D., Wu, Z., Liu, Y. and Lv, Z., 2023. GLA-STDeepLab: SAR Enhancing Glacier and Ice Shelf Front Detection Using Swin-TransDeepLab with Global-local Attention. IEEE Transactions on Geoscience and Remote Sensing (SCI).

    [8] [第一/通讯] Dou, X., Guo, H., Zhang, L., Liang, D., Zhu, Q., Liu, X., Zhou, H., Lv, Z., Liu, Y., Gou, Y. and Wang, Z., 2023. Dynamic landscapes and the influence of human activities in the Yellow River Delta wetland region. Science of The Total Environment, 899, p.166239 (SCI).

    [9] [第一/通讯] Liu, Y., Guo, H., Zhang, L*., et al., (2023) Research on Correlation Analysis Method of Time Series Features Based on Dynamic Time Warping Algorithm," in IEEE Geoscience and Remote Sensing Letters, vol. 20, Art no. 2000405, doi: 10.1109/LGRS.2023.3285788 (SCI).

    [10] [第一/通讯]Zhu, Q., Guo, H., Zhang L.,* et al. (2023) High-resolution spatio-temporal analysis of snowmelt over Antarctic Peninsula ice shelves from 2015 to 2021 using SAR images, International Journal of Digital Earth, 16:1, 826-847, DOI: 10.1080/17538947.2023.2181991.(SCI)

    [11] [第一/通讯]Gou, Yiting, Lu Zhang*, Yu Chen, Heng Zhou, Qi Zhu, Xuting Liu, and Jiahui Lin. 2023. "Monitoring Seasonal Movement Characteristics of the Landslide Based on Time-Series InSAR Technology: The Cheyiping Landslide Case Study, China" Remote Sensing 15, no. 1: 51. https://doi.org/10.3390/rs15010051. (SCI).

    [12] [第一/通讯]Li, Z.; Guo, H.; Zhang, L.; Liang, D.; Zhu, Q.; Liu, X.; Zhou, H. Time-Series Monitoring of Dust-Proof Nets Covering Urban Construction Waste by Multispectral Images in Zhengzhou, China. Remote Sens. 2022, 14, 3805. https://doi.org/10.3390/rs14153805 (SCI).

    [13] [第一/通讯]Lv, Z.; Guo, H.; Zhang, L.; Liang, D. Comparative Study on the Evaluation of Healthy City Construction in Typical Chinese Cities Based on Statistical Data and Land Use Data. Sustainability 2022, 14, 2519. https://doi.org/10.3390/su14052519 (SCI).

    [14] [第一/通讯]Zhou, H.; Zhang, L.; Liu, X.; Liang, D.; Zhu, Q.; Gou, Y. Study of the Relationship between High Mountain Asia Snow Cover and Drought and Flood in the Yangtze River Basin during 1980–2019. Remote Sens. 2022, 14, 3588. https://doi.org/10.3390/rs14153588  (SCI).

    [15] [第一/通讯] Zhu, Q., Guo, H., Zhang, L., Liang, D.; Liu, X., Wan, X., Liu, J. 2021. Tropical Forests Classification Based on Weighted Separation Index from Multi-Temporal Sentinel-2 Images in Hainan Island. Sustainability 13, 13348. https://doi.org/10.3390/su132313348 (SCI).

    [16] [第一/通讯] Liang, D., Guo H., Zhang L , et al. Time-series snowmelt detection over the Antarctic using Sentinel-1 SAR images on Google Earth Engine[J]. Remote Sensing of Environment, 2021, 256(1):112318 (SCI).

    [17] [第一/通讯] Liang, D., Guo, H., Zhang, L., Wang, M., Wang, L., Liang, L., Shirazi, Z., (2021)Analyzing Antarctic Ice Sheet Snowmelt with Dynamic Big Earth Data. International Journal of Digital Earth 14:1, 88-105DOI: 10.1080/17538947.2020.1798522 (SCI)

    [18] [第一/通讯] Liang, D., Guo, H, Zhang, L., Li H. & Wang X.(2021) Sentinel-1 EW mode dataset for Antarctica from 2014–2020 produced by the CASEarth Cloud Service Platform, Big Earth Data, DOI: 10.1080/20964471.2021.1976706

    [19] [第一/通讯] Zhang, L., Huang, Y., Ferro-Famil, L., Wu, W., 2021. Effect of polarimetric information on time-frequency analysis using spaceborne SAR image. EUSAR 2021; 13th European Conference on Synthetic Aperture Radar.

    [20] [第一/通讯] Zhang, L., Liu, H., Gu, X., Guo, H., Chen, J., Liu, G., 2019. Sea Ice Classification Using TerraSAR-X ScanSAR Data with Removal of Scalloping and Interscan Banding. IEEE J-STARS. 12(2SI), 589-598. Feb. 2019, doi:10.1109/JSTARS.2018.2889798. (SCI)

    [21] [第一/通讯] Zhang, L., Guo, H., Jiao, H., Liu, G., Shen, G., Wu, W., 2019. A Polar Coordinate System Based on a Projection Surface for Moon-Based Earth Observation Images. Advances in Space Research 64 (11) 2209–2220 (1 December 2019) ADV SPACE RES. doi:10.1016/j.asr.2019.08.022. (SCI)

    [22] [第一/通讯] Zhang, L., Wan, X., Sun, B., 2019. Tropical natural forest classification using time-series Sentinel-1 and Landsat-8 images in Hainan island, IEEE International Symposium on Geoscience and Remote Sensing IGARSS. IEEE, pp. 6732-6735.

    [23] [第一/通讯] Wu, W., Gong, C, Li, X., Guo, H., Zhang, L., 2019(DEC). An Online Deep Convolutional Model of Gross Primary Productivity and Net Ecosystem Exchange Estimation for Global Forests. IEEE J-STARS. 12(12), 5178-5188. doi: 10.1109/JSTARS.2019.2954556. (SCI)

    [24] [第一/通讯] Wu, W., Li, H., Li, X., Guo, H., Zhang, L., 2019. PolSAR Image Semantic Segmentation Based on Deep Transfer Learning-Realizing Smooth Classification with Small Training Sets. IEEE GEOSCI REMOTE S. 16(6), 977-981. doi:10.1109/LGRS.2018.2886559. (SCI)

    [25] [第一/通讯] Fan, J., Wang, Q., Liu, G., Zhang, L., Guo, Z., Tong, L., Peng, J., Yuan, W., Zhou, W., Yan, J., Perski, Z., Sousa, J.J., 2019. Monitoring and Analyzing Mountain Glacier Surface Movement Using SAR Data and a Terrestrial Laser Scanner: A Case Study of the Himalayas North Slope Glacier Area. REMOTE SENS-BASEL. 11(6256), 625. doi:10.3390/rs11060625. (SCI)

    [26] [第一/通讯] Cheng, Y., Zhang, L., Chen, H., Sun, B., 2019. Research on the detection method of Antarctic ice sheet freezing and thawing based on gee and Sentinel-1 data, IEEE International Symposium on Geoscience and Remote Sensing IGARSS. IEEE, pp. 4141-4144.

    [27] [第一/通讯] Li, Z., Zhang, L., Lin, G., Zhao, C., Liang, Y., 2018. Lithospheric thermal evolution and dynamic mechanism of destruction of the North China Craton. INT J EARTH SCI. 107(4), 1305-1319. doi:10.1007/s00531-017-1533-2. (SCI)

    [28] [第一/通讯] 陈楠楠, 郝亚娟, 张露, 王新民, 2018. 一种EMD的SAR图像自适应辐射均衡方法. 遥感信息. 33(05), 49-56.

    [29] [共同第一作者]Lin, Z., Zhang, L., Zhang, D., Huo, G., Zhou, X., Yang, Y., Huo, Y., Li, B., Geng, X., 2018. A case report of spontaneous staphylococcal meningitis in a cynomolgus monkey. J MED PRIMATOL. 47(2), 132-135. doi:10.1111/jmp.12330. (SCI)

    [30] [第一/通讯] Guo, H., Chen, J., Li, X., Zhang, L., Wu, W., Liu, H., Wang, K., Li, Z., Gu, X., Hu, Q., Wang, X., Li, J., Han, C., Zhu, J., Shen, G., Liu, G., Fu, W., Sun, Z., Wen, X., 2017. Research on SAR data integrated processing methodology oriented on earth environment factor inversions. INT J DIGIT EARTH. 10(7), 657-674. doi:10.1080/17538947.2016.1275831. (SCI)

    [31] [第一/通讯] Li, X., Zhang, L., Wang, L., Wan, X., 2017. Effects of BOW Model With Affinity Propagation and Spatial Pyramid Matching on Polarimetric SAR Image Classification. IEEE J-STARS. 10(7), 3314-3322. doi:10.1109/JSTARS.2017.2671364. (SCI)

    [32] [第一/通讯] Liu, H., Guo, H., Zhang, L., 2015. SVM-Based Sea Ice Classification Using Textural Features and Concentration From RADARSAT-2 Dual-Pol ScanSAR Data. IEEE J-STARS. 8(4), 1601-1613. doi:10.1109/JSTARS.2014.2365215. (SCI)

    [33] [第一/通讯] Zhang, L., Guo, H., Li, X., Wang, L., 2014. Ecosystem assessment in the Tonle Sap Lake region of Cambodia using RADARSAT-2 Wide Fine-mode SAR data. INT J REMOTE SENS. 35(8SI), 2875-2892. doi:10.1080/01431161.2014.890301. (SCI)

    [34] [第一/通讯] Zhang, L., Guo, H., Lin, G., Wang, Q., Li, X., Huang, Y., Shen, G., 2014. Estimation of surface roughness in aird alluvial fan using sar data, IEEE International Symposium on Geoscience and Remote Sensing IGARSS, Quebec City, QC, pp. 4311-4314.

    [35] [第一/通讯] Zhang, L., Guo, H., Liu, G., Fu, W., Yan, S., Song, R., Ji, P., Wang, X., 2014. SAR China Land Mapping Project: Development, Production and Potential Applications. IOP Conference Series: Earth and Environmental Science. 17, 12229. doi:10.1088/1755-1315/17/1/012229.

    [36] [第一/通讯] Zhang, L., Guo, H., Wang, Q., 2014. Characteristics of the gravel size and potassium in theEjin Alluvial Fan from remote sensing images and stratigraphic section. IOP Conference Series: Earth and Environmental Science. 17, 12216. doi:10.1088/1755-1315/17/1/012216.

    [37] [第一/通讯] Zhang, L., Guo, H., 2013. The Temporal-Spatial Distribution of Shule River Alluvial Fan Units in China Based on SAR Data and OSL Dating. REMOTE SENS-BASEL. 5(12), 6997-7016. doi:10.3390/rs5126997. (SCI)

    [38] [第一/通讯] Zhang, L., Guo, H., Ji, P., Chen, J., 2012. A research of glacier change in West Kunlun through remote sensing, IEEE International Symposium on Geoscience and Remote Sensing IGARSS. IEEE, pp. 4430-4433.

    [39] [第一/通讯] Zhang, L., Guo, H., Li, X., 2012. Simulation analysis on the relationship between the leaf area index and polarimetric parameters of crops. INT J DIGIT EARTH. 5(4), 319-337. doi:10.1080/17538947.2011.588968. (SCI)

    [40] [第一/通讯] Li, X., Guo, H., Zhang, L., Chen, X., Liang, L., 2012. A New Approach to Collapsed Building Extraction Using RADARSAT-2 Polarimetric SAR Imagery. IEEE GEOSCI REMOTE S. 9(4), 677-681. doi:10.1109/LGRS.2011.2178392. (SCI)

    [41] [第一/通讯] Li, X., Zhang, L., Guo, H., Sun, Z., Liang, L., 2012. New approaches to urban area change detection using multitemporal RADARSAT-2 polarimetric synthetic aperture radar (SAR) data. CAN J REMOTE SENS. 38(3), 253-266. doi:10.5589/m12-018. (SCI)

    [42] [第一/通讯] Zhang, L., Li, Z., Zhao, C., Lin, G., Guo, H., 2011. Numerical simulation of the effects of upward throughflow on the thermal structure and the thickness of the continental lithosphere. J GEOPHYS ENG. 8(2), 322-329. doi:10.1088/1742-2132/8/2/017. (SCI)

    [43] [第一/通讯] Zhang, L., Guo, H., Li, X., Fu, W., 2010. Application of aspect angle normalized polsar images for urban building detection,IEEE International Symposium on Geoscience and Remote Sensing IGARSS. IEEE, pp. 2735-2738.

    [44] [第一/通讯] Zhang, L., Guo, H., Wang, X., Li, X., Lu, L., 2010. Research on the lakes change in Ejin alluvial fan from long time-series LandSat images, IEEE International Symposium on Geoscience and Remote Sensing IGARSS. IEEE, pp. 374-377.

    [45] [第一/通讯] Zhang, L., Li, X., Du Hejuan, Ma, H., Guo, H., 2010. Coherent polarimetric SAR simulation of maize. Journal of Remote Sensing. 14(1007-4619), 621-636.

    [46] [第一/通讯] Zhang, L., Li, X., Guo, H., 2010. Effect of aspect angle normalized PolSAR data on urban building detection. CAN J REMOTE SENS. 36(3SI), 276-286. doi:10.5589/m10-068. (SCI)

    [47] [第一/通讯] Zhang, L., Guo, H., Li, X., Lin, Q., Qiu, Y., 2009. A preliminary study of target contour extraction based on scattering mechanism using polarimetric SAR images, IEEE International Symposium on Geoscience and Remote Sensing IGARSS., pp. 2846-2849.

    [48] [第一/通讯] 张露, 郭华东, 李新武, 2010. 利用POLSAR数据探索极化相关系数在居民地提取中的作用. 遥感技术与应用. 25(04), 474-479.

    [49] [第一/通讯] 张露, 郭华东, 韩春明, 廖静娟, 2008. 去除SAR图像斑点的改进型自适应各向异性扩散滤波方法. 高技术通讯. 18(06), 635-639.

    [50] [第一/通讯] 张露, 郭华东, 韩春明, 周平, 2008. 基于子孔径分解的SAR动目标检测方法. 电子学报. 36(06), 1210-1213.

    [51] [第一/通讯] 张露, 郭华东, 廖静娟, 韩春明, 2008. 包敦其河冲积扇全极化SAR数据同极化相关特征分析. 遥感技术与应用. 23(04), 385-388.

    [52] [第一/通讯] 张露, 韩春明, 郭华东, 廖静娟, 2008. 利用极化SAR数据探索同极化相关特征随地表粗糙度变化的研究. 高技术通讯. 18(12), 1304-1309.

    [53] [第一/通讯] 张露, 廖静娟, 郭华东, 韩春明, 2008. 基于遗传算法和后向散射模型的冲积扇地表参数反演. 高技术通讯. 18(08), 851-856.

    [54] [第一/通讯] 张露, 郭华东, 韩春明, 2007. SAR海上静止目标检测. 遥感技术与应用. 22(03), 321-325.

    (2) 专著(参与编写)

    [1] 张露 梁栋 孔维栋. 地球大数据科学论丛《地球大数据支撑的南极冰盖冻融探测与时空变化分析》,科学出版社

    [2] 郭华东 李新武 傅文学 张露 等. “十三五”国家重点图书《新型SAR地球环境观测》,高等教育出版社,2021.

    [3] 王钦军 陈玉 魏永明 张露 等. 《地质灾害遥感》,科学出版社,2021.

    (3) 授权发明专利

    [1] 张露 梁栋 郭华东 等. 极地冰盖冻融探测方法、装置及计算机可读存储介质 [CN113240694B],授权日:2024/1/5.

    [2] Huadong Guo, Lu Zhang, Guang Liu. Automatic cross-platform geometric correction method for moon-based earth observation image[US11107199B2],国际专利(美),授权日:2021/8/31.

    [3] 张露 郭华东 焦慧 等. 面向月基对地观测影像的投影极坐标几何表达方法 [CN107462220B],授权日:2019/10/1.

    [4] 郭华东 张露 焦慧 等. 跨平台月基对地观测影像自动几何校正方法[CN107657597B],授权日:2020/9/8.

    [5] 张露 田帮森 周红英 等.基于多角度照片的地表砾石尺度信息自动提取方法[CN108335321B], 授权日:2022/2/1.

    [6] 张露 王纪涛 李子璐 等. 建筑垃圾的识别方法及装置[CN113392788B], 授权日:2022/11/1.

    [7] 刘广 张露 闫世勇. 一种提高星载双站差分InSAR提取形变精度的方法[CN107037428B],授权日:2019/11/12.

    [8] 刘广 闫世勇 郭华东 张露. 一种传感器观测视线与地球表面交点的计算方法[CN108957500B],授权日:2020/12/29.

    [9] 刘广 郭华东 任远桢 张露. 一种月基对地观测图像模拟的方法[CN108931259B],授权日:2021/2/5.

    (4) 软件著作权

    [1] 哨兵1号数据批量处理系统[2022SR0347636]

    [2] 月基对地观测几何模拟系统  [2018SR816132]

    [3] 极化SAR数据定标及评价系统 [2017SR158985]


    获奖及荣誉:
  • (1)中国测绘学会“测绘科学技术奖” 二等奖 2022

    (2)河南省地质矿产勘查开发局“地质科学技术奖”一等奖 2018