Iceberg Detection in Open and Ice-Infested Waters Using C-Band Polarimetric Synthetic Aperture Radar

被引:17
|
作者
Akbari, Vahid [1 ]
Brekke, Camilla [1 ]
机构
[1] UiT Arctic Univ Norway, Dept Phys & Technol, N-9037 Tromso, Norway
来源
关键词
Feature extraction; iceberg detection; ice-infested water; near real-time (NRT) services; polarimetry; sea state; segmentation; synthetic aperture radar (SAR); SEA; IDENTIFICATION; SEGMENTATION; SIGNATURES; DYNAMICS; IMAGES; MODEL;
D O I
10.1109/TGRS.2017.2748394
中图分类号
P3 [地球物理学]; P59 [地球化学];
学科分类号
0708 ; 070902 ;
摘要
Icebergs can cause a significant threat to shipping, offshore oil and gas production facilities, and subsea pipelines. Synthetic aperture radar (SAR) is a well-established tool for detecting and monitoring sea-ice objects in the often dark and cloud-covered polar regions. However, detection of small icebergs floating in nonhomegeous sea clutter environments is still a challenging task. We propose a new methodology for automatic identification of potential icebergs in high-resolution polarimetric SAR images. The algorithm adopts to various sea-ice conditions and it tackles high iceberg density situations and heterogeneous background conditions in the marginal ice zone. Results from a time series of RADARSAT-2 data containing numerous icebergs broken off from glaciers in Kongsfjorden on Svalbard demonstrate that the approach is viable.
引用
收藏
页码:407 / 421
页数:15
相关论文
共 50 条
  • [31] An improved approach of dry snow density estimation using C-band synthetic aperture radar data
    Li, Min
    Xiao, Pengfeng
    Zhang, Xueliang
    Feng, Xuezhi
    Zhu, Liujun
    [J]. ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING, 2022, 191 : 49 - 67
  • [32] Toward the Discrimination of Oil Spills in Newly Formed Sea Ice Using C-Band Radar Polarimetric Parameters
    Asihene, Elvis
    Stern, Gary
    Barber, David G.
    Gilmore, Colin
    Isleifson, Dustin
    [J]. IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING, 2023, 61
  • [33] A C-Band Geophysical Model Function for Determining Coastal Wind Speed Using Synthetic Aperture Radar
    Lu, Yiru
    Zhang, Biao
    Perrie, William
    Mouche, Alexis Aurelien
    Li, Xiaofeng
    Wang, He
    [J]. IEEE JOURNAL OF SELECTED TOPICS IN APPLIED EARTH OBSERVATIONS AND REMOTE SENSING, 2018, 11 (07) : 2417 - 2428
  • [34] Agricultural crop condition monitoring using airborne C-band synthetic aperture radar in southern Alberta
    Cloutis, EA
    Connery, DR
    Major, DJ
    Dover, FJ
    [J]. INTERNATIONAL JOURNAL OF REMOTE SENSING, 1996, 17 (13) : 2565 - 2577
  • [35] Toward the Discrimination of Oil Spills in Newly Formed Sea Ice Using C-Band Radar Polarimetric Parameters
    Asihene, Elvis
    Stern, Gary
    Barber, David G.
    Gilmore, Colin
    Isleifson, Dustin
    [J]. IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING, 2023, 61
  • [36] Cloud-based oil detection processing pipeline prototype for C-band synthetic aperture radar data
    Garron, Jessica
    Stoner, Chris
    Meyer, Franz
    [J]. OCEANS 2017 - ANCHORAGE, 2017,
  • [37] Rain effects on the hurricane observations over the ocean by C-band Synthetic Aperture Radar
    Zhang, Guosheng
    Li, Xiaofeng
    Perrie, William
    Zhang, Biao
    Wang, Lei
    [J]. JOURNAL OF GEOPHYSICAL RESEARCH-OCEANS, 2016, 121 (01) : 14 - 26
  • [38] Analysis of wave breaking on synthetic aperture radar at C-band during tropical cyclones
    Hu, Yuyi
    Shao, Weizeng
    Wang, Xiaoqing
    Zuo, Juncheng
    Jiang, Xingwei
    [J]. GEO-SPATIAL INFORMATION SCIENCE, 2024,
  • [39] C-band synthetic aperture radar (SAR) imagery for the classification of diverse cropping systems
    Dingle Robertson, Laura
    M. Davidson, Andrew
    McNairn, Heather
    Hosseini, Mehdi
    Mitchell, Scott
    de Abelleyra, Diego
    Veron, Santiago
    le Maire, Guerric
    Plannells, Milena
    Valero, Silvia
    Ahmadian, Nima
    Coffin, Alisa
    Bosch, David
    H. Cosh, Michael
    Basso, Bruno
    Saliendra, Nicanor
    [J]. INTERNATIONAL JOURNAL OF REMOTE SENSING, 2020, 41 (24) : 9628 - 9649
  • [40] Target detection beneath foliage using polarimetric synthetic aperture radar interferometry
    Cloude, SR
    Corr, DG
    Williams, ML
    [J]. WAVES IN RANDOM MEDIA, 2004, 14 (02): : S393 - S414