Synthetic Aperture Radar (SAR) for Ocean: A Review

被引:16
|
作者
Asiyabi, Reza Mohammadi [1 ]
Ghorbanian, Arsalan [2 ]
Tameh, Shaahin Nazarpour [3 ]
Amani, Meisam [4 ,5 ]
Jin, Shuanggen [4 ,6 ]
Mohammadzadeh, Ali [2 ]
机构
[1] Univ Politehn Bucuresti, Ctr Spatial Informat CEOSpaceTech, Bucharest 060042, Romania
[2] KN Toosi Univ Technol, Fac Geodesy & Geomat Engn, Dept Photogrammetry & Remote Sensing, Tehran 1996715433, Iran
[3] Univ Genoa, Dept Civil Chem & Environm Engn DICCA, I-16145 Genoa, Italy
[4] Henan Polytech Univ, Sch Surveying & Land Informat Engn, Jiaozuo 454000, Peoples R China
[5] WSP Environm & Infrastruct Canada Ltd, Ottawa, ON K2E 7L5, Canada
[6] Chinese Acad Sci, Shanghai Astron Observ, Shanghai 200030, Peoples R China
关键词
Ocean currents; ocean wave; ocean wind; oil spill; remote sensing; sea ice; sea level; ship detection; synthetic aperture radar (SAR); CONVOLUTIONAL NEURAL-NETWORK; MACHINE LEARNING APPROACH; SIGNIFICANT WAVE HEIGHT; BIG DATA APPLICATIONS; GOOGLE EARTH ENGINE; OIL-SPILL DETECTION; SEA-ICE DRIFT; POLARIMETRIC SAR; SENTINEL-1; SAR; WIND-SPEED;
D O I
10.1109/JSTARS.2023.3310363
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
Oceans cover approximately 71% of the Earth's surface and provide numerous services to the environment and humans. Precise, real-time, and large-scale monitoring of the oceanographic parameters is essential for ocean conservation and understanding the interactions between oceans and the atmosphere. In this regard, synthetic aperture radar (SAR) systems, with unique capabilities (e.g., day-night and almost all-weather data acquisition), provide valuable datasets for ocean studies. Many studies have exploited the applications of SAR imagery for oceans and have proposed numerous methods to study oceanographic parameters. In this study, a brief introduction to SAR and the interaction between microwave signals and the ocean surface are initially provided. Then, the important spaceborne and airborne SAR systems for oceanographic applications are summarized. Subsequently, 12 different applications of SAR systems in the ocean are comprehensively discussed, and the advantages and disadvantages of SAR systems for ocean studies are extensively explored. Finally, the research trend on SAR applications in the ocean is provided by analyzing all the relevant papers published between 1973 and the end of December 2022, and the existing challenges are discussed for future studies.
引用
收藏
页码:9106 / 9138
页数:33
相关论文
共 50 条
  • [1] CANOLA PHENOLOGY MAPPING USING OPTICAL AND SYNTHETIC APERTURE RADAR (SAR) IN CANADA
    Fernando, Hansanee
    Nketia, Kwabena
    Ha, Thuan
    van Steenbergen, Sarah
    McNairn, Heather
    Shirthffe, Steven, I
    IGARSS 2024-2024 IEEE INTERNATIONAL GEOSCIENCE AND REMOTE SENSING SYMPOSIUM, IGARSS 2024, 2024, : 4200 - 4204
  • [2] Ocean feature monitoring with wide swath synthetic aperture radar
    Wu, S
    Liu, A
    Leonard, G
    Pichel, WG
    JOHNS HOPKINS APL TECHNICAL DIGEST, 2000, 21 (01): : 122 - 129
  • [3] Ship detection in synthetic aperture radar (SAR) images by deep learning
    Ayhan, Oner
    Sen, Nigar
    ARTIFICIAL INTELLIGENCE AND MACHINE LEARNING IN DEFENSE APPLICATIONS, 2019, 11169
  • [4] Interferometric Synthetic Aperture Radar (SAR) Missions Employing Formation Flying
    Krieger, Gerhard
    Hajnsek, Irena
    Papathanassiou, Konstantinos Panagiotis
    Younis, Marwan
    Moreira, Alberto
    PROCEEDINGS OF THE IEEE, 2010, 98 (05) : 816 - 843
  • [5] Block Compressive Sensing in Synthetic Aperture Radar (SAR)
    Kazemi, Peyman
    Modarres-Hashemi, Mahmood
    Naghsh, Mohammad Mahdi
    2016 24TH IRANIAN CONFERENCE ON ELECTRICAL ENGINEERING (ICEE), 2016, : 1324 - 1329
  • [6] SYNTHETIC APERTURE RADAR (SAR) BASED CLASSIFIERS FOR LAND APPLICATIONS IN GERMANY
    Suresh, G.
    Gehrke, R.
    Wiatr, T.
    Hovenbitzer, M.
    XXIII ISPRS CONGRESS, COMMISSION I, 2016, 41 (B1): : 1187 - 1193
  • [7] Comments on rendering synthetic aperture radar (SAR) images
    Doerry, Armin W.
    RADAR SENSOR TECHNOLOGY XXV, 2021, 11742
  • [8] A review of spaceborne synthetic aperture radar for invasive alien plant research
    Shennan, Glen
    Crabbe, Richard
    REMOTE SENSING APPLICATIONS-SOCIETY AND ENVIRONMENT, 2024, 36
  • [9] Correlating Synthetic Aperture Radar (CoSAR)
    Lopez-Dekker, Paco
    Rodriguez-Cassola, Marc
    De Zan, Francesco
    Krieger, Gerhard
    Moreira, Alberto
    IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING, 2016, 54 (04): : 2268 - 2284
  • [10] A Synthetic Aperture Radar (SAR)-Based Technique for Microwave Imaging and Material Characterization
    Alvarez Lopez, Yuri
    Garcia Fernandez, Maria
    Grau, Raphael
    Las-Heras, Fernando
    ELECTRONICS, 2018, 7 (12)