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SAR ANALYSIS OF THE TERRA NOVA BAY ICE EDDY OF SUMMER 2015

机译:SAR分析2015年夏季Terra Nova Bay冰涡

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In the framework of a study of new-ice formation in Antarctica, SAR image acquisitions were planned over Terra Nova Bay (TNB). Thanks to the ESA Third Party Mission program, Cosmo-SkyMed and Radarsat-2 images were obtained for the period 20 February20 March, 2015; in addition, available Sentinel-1 images over TNB for the same period were retrieved from the ESA Scientific Data Hub. The first inspection of the images revealed the presence of a prominent eddy of surface ice, presumably induced by the wind blowing from the continent. Our first goal was to investigate the correlation between eddy area and wind field. Wind data were obtained from the AWS ‘Eneide’ located near the Italian Antarctic Base “Mario Zucchelli Station” at TNB. Formeasuring the eddy area, we developed a specific processing scheme which consists of the following stages: 1. Non-linear filtering; 2. Segmentation, based on the Markov Random Field theory, which uses a contextual approach applied to both the original and the filtered image; 3. Extraction of the eddy parameters, area and perimeter, by means of an active contour detection algorithm which works in an iterative way. The correlation between eddy area and wind field was analysed by means of the Running Correlation Coefficient function R_(cc) which can reveal the consistency between the two variables. R_(cc) attained high values in the period 20 February 12 March; after March 15, a powerful katabatic wind completely disrupted the surface ice eddy and displayed a well-defined polynya.
机译:在南极洲新冰地带研究的框架中,计划在Terra Nova Bay(TNB)上进行SAR图像采集。由于ESA第三方任务计划,在2015年3月20日的2月20日期间获得了Cosmo-Skymed和Radarsat-2图像;此外,从ESA科学数据集线器检索了同一时段的可用Sentinel-1图像。图像的第一次检查显示了表面冰的突出涡流的存在,可能是由大陆的风吹的风引起的。我们的第一个目标是调查涡田和风场之间的相关性。从位于TNB的意大利南极基地“马里奥夏天站”附近的AWS的eNeide'中获得了风数据。形成涡流区域,我们开发了一种特定的处理方案,包括以下阶段:1。非线性滤波; 2.基于Markov随机场理论的分割,它使用应用于原始和滤波图像的上下文方法; 3.通过以迭代方式起作用的有源轮廓检测算法提取涡涡仪参数,区域和周长。通过运行相关系数函数R_(CC)分析EDDY区域和风场之间的相关性,其可以揭示两个变量之间的一致性。 R_(CC)在3月20日的2月20日期间获得高价值; 3月15日后,一个强大的Katabatic风完全破坏了表面冰涡并显示了明确定义的多纳。

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