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研究员

  • 姓名: 张红
  • 性别: 女
  • 职称: 研究员
  • 职务: 
  • 学历: 博士研究生
  • 电话: 010-82178173
  • 传真: 
  • 电子邮件: zhanghong@radi.ac.cn
  • 通讯地址: 北京市海淀区邓庄南路9号
    简  历:
  •   张红,中国科学院空天信息研究院研究员,博士生导师。2002年获中国科学院遥感应用所理学博士。主要研究领域SAR图像智能处理、极化SAR、干涉SAR等。 担任IEEE GRSS北京分会副主席,中国图象图形学学会遥感图像专业委员会委员,《中国科学数据》对地观测专栏编委会委员。承担参与国家973项目、国家863计划、自然科学基金、国家重点研发计划等十多项科研课题,是TerraSAR-X、TanDEM-X、Cosmo-SkyMed、ALOS PALSAR-2、ALOS PALSAR等一系列国际SAR卫星数据的PI。担任BigSARdata2017、BigSARdata2019技术委员会主席等多个国际会议组织工作。累积发表学术论文400余篇,其中SCI论文60余篇,申请及获得国家发明专利10余项,出版学术著作7部(其中《星载合成孔径雷达干涉测量》是我国首部InSAR专著)。参与主讲的《微波遥感》课程是中国科学院研究生院精品课程,2016 年获得中国科学院优秀导师奖。

    学历:

    1990-1994   北京师范大学             物理系,                                    理论物理专业学士

    1994-1997   北京师范大学             资源与环境科学系,地图学与地理信息系统专业  硕士

    1999-2002   中国科学院遥感应用研究所 地图学与地理信息系统专业                    博士

    科研工作经历:

    2012.01-至今,        中国科学院遥感与数字地球研究员,        博士生导师

    2007.10月-2011.12     中国科学院对地观测与数字地球科学中心    副研究员,硕士生导师

    2005.10月-2007.10     中国科学院中国遥感卫星地面站            副研究员

    1997.07-2005.10       北京师范大学资源与环境科学系助教,      讲师

    研究生培养:

    2016年获得中国科学院优秀导师奖。目前在读博士生4名,硕士生1名。

    2002-2013年,在中国科学院研究生院,向地学学院硕士生讲授“微波遥感”课程


    社会任职:
    研究方向:
  • SAR大数据智能处理,INSAR,极化SAR

    承担科研项目情况:
  • (1)2020-2023国家自然科学基金“基于时空联合学习模型的SAR作物分类与产量预估方法研究,课题负责人。

    (2)2016-2020国家重点研发计划课题“SAR载荷平台数据处理共性技术研究”,课题负责人

    (3)2014-2017国家自然科学基金“简缩极化与全极化SAR的一体化目标分解与分类方法研究”课题负责人

    (4)2013-2014中国科学院遥感与数字地球研究所主任创新基金“极化SAR目标散射特征分析的前沿问题研究”,课题负责人

    (5)2011-2013,科研单位委托项目“面向对象的高分辨率SAR影像变化检测技术”,课题负责人

    (6)2010-2013国家自然科学基金“基于C-POLinSAR和POLinSAR的森林垂直结构参数反演” 课题负责人

    (7)2009-2010 国家863计划项目 基于多基线极化干涉的植被垂直结构参数反演方法研究

    (8)2007-2009国家自然科学基金 多平台PSInSAR的关键技术研究


    代表论著:
  • 发表论文400余篇,其中SCI论文60余篇。

    [1] Juanjuan Li, Hong Zhang, Chao Wang, Fan Wu and Lu Li, Spaceborne SAR Data for Regional Urban Mapping Using a Robust Building Extractor, Remote Sens. 2020, 12(17), 2791; https://doi.org/10.3390/rs12172791 (SCI)

    [2]Zou, L.; Hong Zhang; Wang, C.; Wu, F.; Gu, F. MW-ACGAN: Generating Multiscale High-Resolution SAR Images for Ship Detection. Sensors 2020, 20, 6673(SCI).

    [3] Feng Gu, Hong Zhang, Chao Wang, Bo Zhang, Weakly supervised ship detection from SAR images based on a three-component CNN-CAM-CRF model, J. Appl. Remote Sens. 14(2), 026506 (2020), doi: 10.1117/1.JRS.14.026506(SCI)

    [4] Xuefei Zhang, Hong Zhang, Chao Wang, Yixian Tang, Bo Zhang, Fan Wu, Jing Wang & Zhengjia Zhang (2021) Soil Moisture Estimation based on the Distributed Scatterers Adaptive Filter over the QTP Permafrost Region using Sentinel-1 and High-resolution TerraSAR-X Data, International Journal of Remote Sensing, 42:3 (SCI) .

    [5] Feng Gu, Hong Zhang, Chao Wang. A Two-Component Deep Learning Network for SAR Image Denoising. IEEE Access, 2020, 8: 17792-17803v.

    [6] Feng Gu, Hong Zhang, Chao Wang. Quad-pol reconstruction from compact polarimetry using a fully convolutional network. Remote Sensing Letters, 2020, 11(4): 397-406. DOI: 10.1080/2150704X.2020.1723169(SCI)

    [7] Xuefei Zhang, Hong Zhang, Chao Wang, Yixian Tang, Bo Zhang, Fan Wu, Jing Wang, Zhengjia Zhang. Active Layer Thickness Retrieval Over the Qinghai-Tibet Plateau Using Sentinel-1 Multitemporal InSAR Monitored Permafrost Subsidence and Temporal-Spatial Multilayer Soil Moisture Data, IEEE Access, vol. 8, pp. 84336-84351, 2020, doi: 10.1109/ACCESS.2020.2988482(SCI).

    [8] W. Duan, Hong Zhang, C. Wang, Y. Tang. Multi-Temporal InSAR Parallel Processing for Sentinel-1 Large-Scale Surface Deformation Mapping. Remote Sens. 2020, 12, 3749(SCI).

    [9]Lu Li, Chao Wang , Hong Zhang , and Bo Zhang,SAR Image Ship Object Generation and Classification With Improved Residual Conditional Generative Adversarial Network, IEEE Geoscience and Remote Sensing Letters, https://doi.org/10.1109/LGRS.2020.3016692 (SCI)

    [10] Jing Wang, Chao Wang, Hong Zhang, Yixian Tang, Xuefei Zhang and Zhengjia Zhang , Small-Baseline Approach for Monitoring the Freezing and Thawing Deformation of Permafrost on the Beiluhe Basin, Tibetan Plateau Using TerraSAR-X and Sentinel-1 Data, Sensors 2020, 20(16), 4464 (SCI).

    [11] Sirui Tian, Yiyu Lin, Wenyun Gao, Hong Zhang and Chao Wang, A Multi-Scale U-Shaped Convolution Auto-Encoder Based on Pyramid Pooling Module for Object Recognition in Synthetic Aperture Radar Images, Sensors 2020, 20(5), 1533; https://doi.org/10.3390/s20051533

    https://doi.org/10.3390/s20164464(SCI).

    [12]Wei Duan, Hong Zhang, Chao Wang. Deformation estimation for time series InSAR using simulated annealing algorithm. Sensors. 2019, 19,115. (SCI)

    [13]Sisi Wei, Hong Zhang, Chao Wang, Yuanyuan Wang, Lu Xu. Multi-Temporal SAR Data Large-Scale Crop Mapping Based on U-Net Model. Remote sensing.2019, 11(1):68. (SCI)

    [14]Lu Xu , Hong Zhang , Chao Wang , Bo Zhang, Meng Liu. Crop Classification Based on Temporal Information Using Sentinel-1 SAR Time Series Data. Remote sensing. 2019,11(1): 53. (SCI)

    [15]Cao H, Hong Zhang, Wang C, Zhang B. Operational Built-Up Areas Extraction for Cities in China Using Sentinel-1 SAR Data. Remote Sensing, 2018, 10(6): 874. (SCI)

    [16]Zhang, Z. , C.Wang , Hong Zhang , Tang, Y. , & Liu, X.. Analysis of permafrost region coherence variation in the qinghai–tibet plateau with a high-resolution terrasar-x image. Remote Sensing, 2018,10(2), 298. (SCI)

    [17]Chao Wang, Zhengjia Zhang, Hong Zhang, Bo Zhang, Yixian Tang, Qingbai Wu, Active Layer Thickness Retrieval of Qinghai–Tibet Permafrost Using the TerraSAR-X InSAR Technique, IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, 2018,11(11):4403-4413. SCI

    [18]Y. Wang,C. Wang, and Hong Zhang, Ship Classification in High-Resolution SAR Images Using Deep Learning of Small Datasets, Sensors, 2018. 18. (SCI)

    [19]Yuanyuan Wang, Chao Wang,Hong Zhang. Combining a single shot multibox detector with transfer learning for ship detection using sentinel-1 SAR images, Remote Sensing Letters, 2018,9(8), 780-788. (SCI)

    [20]Yixian Tang, Zhengjia Zhang, Chao Wang, Hong Zhang, Fan Wu, Bo Zhang and Meng Liu, The deformation analysis of Wenjiagou giant landslide by the distributed scatterer interferometry technique, Landslides . 2018,15:347–357. SCI

    [21]Yan Zhang, Shigang Wang, Chao Wang, Jinxin Li, Hong Zhang,SAR Image Change Detection Using Saliency Extraction and Shearlet Transform, IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, 2018, 11(12): 4701-4710.

    [22]Jinxing Chen, Chao Wang, Hong Zhang, Fan Wu, Bo Zhang,Wanming Lei. Automatic detection of low-rise gable-roof building from single submeter SAR images based on local multilevel segmentation, Remote Sensing. 2017,3(9): 263. (SCI)

    [23]Wang, C., Zhang, Z., Hong Zhang, Wu, Q., Zhang, B., Tang, Y. Seasonal deformation features on Qinghai-Tibet railway observed using time-series InSAR technique with high-resolution TerraSAR-X images. Remote Sensing Letters, 2017, 8(1):1-10. (SCI)

    [24]Bo Zhang, Chao Wang, Hong Zhang, Fan Wu, Yixian Tang. Detectability Analysis of Road Vehicles in Radarsat-2 Fully Polarimetric SAR Images for Traffic Monitoring, Sensors, 2017,2(17):298. (SCI)

    [25]Lei Xie, Hong Zhang, Chao Wang et al., Water-Body types identification in urban areas from radarsat-2 fully polarimetric SAR data. International Journal of Applied Earth Observation and Geoinformation, 2016, 50: 10-25. (SCI)

    [26]Xu, L., Hong Zhang, C. Wang, B. Zhang, and S. Tian, Compact Polarimetric SAR Ship Detection with m-δ Decomposition Using Visual Attention Model, Remote Sensing, 2016, 8(9), 751. (SCI)

    [27]Lei Xie, Hong Zhang, Meng Liu, Chao Wang, Identification of changes in urban land cover type using fully polarimetric SAR data. Remote Sensing Letters, 2016, 7(7): 691-700.(SCI)

    [28]Jie Rui, Chao Wang, Hong Zhang, Lei Xie, Matching multi-source DEMs in mountainous terrains, Remote Sensing Letters, 2016, 7(6): 571-580. (SCI)

    [29]Jie Rui,Chao Wang,Hong Zhang,Fei Jin,Multi-Sensor SAR Image Registration Based on Object Shape,Remote Sensing,2016.11.5,8(923).(SCI)

    [30]Wu, F., Gong, L., Wang, C., Zhang, H., Zhang, B., Xie, L., Signature Analysis of Building Damage with TerraSAR-X New Staring Spotlight Mode Data. IEEE Geoscience and Remote Sensing Letter.2016, 13(11):1696-1700. (SCI)

    [31]Lei Xie,Hong Zhang,Fan Wu, Chao Wang, Bo Zhang, Capability of Rice Mapping Using Hybrid Polarimetric SAR Data, IEEE Journal of Selected Topics in Applied Earth observations and Remote Sensing, 2015, 8(8):3812-3822. (SCI)

    [32]Lei Xie, Hong Zhang, Chao Wang, Zili Shan, Similarity analysis of entropy/alpha decomposition between HH/VV dual- and quad-polarization SAR data, Remote Sensing Letters, 2015, 6(3): 228-237. (SCI)

    [33]Lei Xie, Hong Zhang, Hongzhong Li, Chao Wang,A unified framework for crop classification in southern China using fully polarimetric, dual polarimetric, and compact polarimetric SAR data, International Journal of Remote Sensing, 2015, 36(14): 3798-3818.(SCI)

    [34]Bo Zhang, Chao Wang, Hong Zhang, Fan Wu, An adaptive two-scale enhancement method to visualize man-made objects in very high resolution SAR images. Remote Sensing Letters, 2015,6(9): 725–734 (SCI)

    [35]Fan Wu, Chao Wang, Shaofeng Jiang, Hong Zhang and Bo Zhang, Classification of Vessels in Single-Pol COSMO-SkyMed Images Based on Statistical and Structural Features, Remote Sens. 2015, 7, 5511-5533. (SCI)

    [36]Ziwei Wang, Chao Wang, Hong Zhang, Bo Zhang, Fan Wu, "Scatter coherence" suppression for TomoSAR in urban area, Remote Sening Letters, 2015, 6(11): 894-903, DOI:10.1080/20150704X.2015.1088670. (SCI)

    [37]Yixian Tang,Zhengjia Zhang,Chao Wang,Hong Zhang,Fan Wu ,Meng Liu, Characterization of the giant Landslide at Wenjiagou by the insar technique using TSX-TDX CoSSC data ,Landslides,2015,5(12):1051-1021 (SCI)

    [38]Zhengjia Zhang,Chao Wang,Yixian Tang, Qiaoyan Fu, Hong Zhang,Subsidence monitoring in coal area using time-series InSAR combining persistent scatterers and distributed scatterers, International Journal of Applied Earth Observation and Geoinformation, 2015, 39: 49-55. (SCI)

    [39]Zhengjia Zhang,Chao Wang,Yixian Tang, Hong Zhang, Qiaoyan Fu, Analysis of ground subsidence at a coal-mining area in Huainan using time-series InSAR, International Journal of Remote Sensing, 2015, 36:5790-5810. (SCI)

    [40]Meng Liu, Hong Zhang, Chao Wang, Yixian Tang, Bo Zhang, Fan Wu, Tao Wu, and Xi Chen, Polarimetric synthetic aperture radar change detection for specific land cover types, International Journal of Digital Earth, 2015, 8(4): 334-344, 2015. (SCI)

    主要论著、专利等:

    (1)王超,张正加,汤益先,张红, 青藏高原冻土环境与工程雷达遥感研究,科学出版社,2020

    (2)张红,王超,刘萌,李洪忠,单子力等,极化SAR理论、方法与应用,科学出版社,2015

    (2)王超,张红, 吴樊,张波,高分辨率SAR图像船舶目标检测与分类,科学出版社,2013

    (3)张红,王超,吴涛,汤益先,基于相干目标的InSAR方法研究,科学出版社,2009

    (4)王超,张红,陈曦,刘智,全极化合成孔径雷达图像处理,科学出版社,2008

    (5)王超,张红, 刘智, 星载合成孔径雷达干涉测量(国内第一本INSAR专著),科学出版社,2002


    获奖及荣誉: