SAR/OPTICAL DATA FUSION FOR FLOOD DETECTION

被引：8
|
作者：
D'Addabbo, A. [1 ]
Refice, A. [1 ]
Pasquariello, G. [1 ]
Lovergine, F. [1 ]
机构：
[1] CNR ISSIA, Via Amendola 122-D, I-70125 Bari, Italy
来源：
2016 IEEE INTERNATIONAL GEOSCIENCE AND REMOTE SENSING SYMPOSIUM (IGARSS) | 2016年
关键词：
D O I：
10.1109/IGARSS.2016.7730990
中图分类号：
TM [电工技术]; TN [电子技术、通信技术];
学科分类号：
0808 ; 0809 ;
摘要：
In precision flood monitoring it is important to follow the temporal evolution of an event. Often, however, sufficient temporal coverage of events spanning several days can be attained only by recurring to multi-sensor data, due to different acquisition characteristics and schedules of different types of sensors. We present an example of a successful fusion of data coming from both SAR (COSMO-SkyMed stripmap, 3-m resolution) and optical (RapidEye, multispectral, 5 m-resolution) data, covering a flood event in southern Italy. The data fusion is performed through a Bayesian network approach, a reliable means to infer probabilistic infomation from heterogeneous sources. Results show accordance with independent model-based flood maps reaching accuracies of up to 96%.
引用
收藏
页码：7631 / 7634
页数：4
相关论文
共 50 条
  • [1] Following Flood Dynamics by SAR/Optical Data Fusion
    D'Addabbo, A.
    Refice, A.
    Pasquariello, G.
    Lovergine, F.
    Manfreda, S.
    [J]. 2016 IEEE WORKSHOP ON ENVIRONMENTAL, ENERGY, AND STRUCTURAL MONITORING SYSTEMS (EESMS), 2016,
  • [2] A Bayesian network approach to perform SAR/InSAR data fusion in a flood detection problem
    D'Addabbo, Annarita
    Refice, Alberto
    Pasquariello, Guido
    [J]. IMAGE AND SIGNAL PROCESSING FOR REMOTE SENSING XX, 2014, 9244
  • [3] BUILDING DETECTION BY FUSION OF OPTICAL AND SAR FEATURES IN METRIC RESOLUTION DATA
    Sportouche, H.
    Tupin, F.
    Denise, L.
    [J]. 2009 IEEE INTERNATIONAL GEOSCIENCE AND REMOTE SENSING SYMPOSIUM, VOLS 1-5, 2009, : 3149 - +
  • [4] SAR AND OPTICAL DATA FUSION FOR LAND USE AND COVER CHANGE DETECTION
    Mishra, Bhogendra
    Susaki, Junichi
    [J]. 2014 IEEE INTERNATIONAL GEOSCIENCE AND REMOTE SENSING SYMPOSIUM (IGARSS), 2014,
  • [5] Fusion of SAR and Optical Data for Unsupervised Change Detection: A Case Study in Beijing
    Yousif, Osama
    Ban, Yifang
    [J]. 2017 JOINT URBAN REMOTE SENSING EVENT (JURSE), 2017,
  • [6] FUSION OF HIGH RESOLUTION OPTICAL AND SAR IMAGES WITH VECTOR DATA BASES FOR CHANGE DETECTION
    Poulain, Vincent
    Inglada, Jordi
    Spigai, Marc
    Tourneret, Jean-Yves
    Marthon, Philippe
    [J]. 2009 IEEE INTERNATIONAL GEOSCIENCE AND REMOTE SENSING SYMPOSIUM, VOLS 1-5, 2009, : 3336 - +
  • [7] MULTIRESOLUTION SAR DATA FUSION FOR UNSUPERVISED CHANGE DETECTION
    Moser, Gabriele
    Serpico, Sebastiano B.
    Vernazza, Gianni
    [J]. 2013 IEEE INTERNATIONAL GEOSCIENCE AND REMOTE SENSING SYMPOSIUM (IGARSS), 2013, : 1234 - 1237
  • [8] Unsupervised change detection by multichannel SAR data fusion
    Moser, Gabriele
    Serpico, Sebastiano B.
    [J]. IGARSS: 2007 IEEE INTERNATIONAL GEOSCIENCE AND REMOTE SENSING SYMPOSIUM, VOLS 1-12: SENSING AND UNDERSTANDING OUR PLANET, 2007, : 4854 - 4857
  • [9] A fusion and target detection method based on SAR and optical images
    Xie, Xiaoyang
    Wang, Yingying
    Tuo, Xingyu
    Zhang, Yin
    Zhao, Xiaoning
    Pei, Jifang
    [J]. ICCAIS 2019: THE 8TH INTERNATIONAL CONFERENCE ON CONTROL, AUTOMATION AND INFORMATION SCIENCES, 2019,
  • [10] Detection of building outlines based on the fusion of SAR and optical features
    Tupin, F
    Roux, M
    [J]. ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING, 2003, 58 (1-2) : 71 - 82
12345