基于单幅c波段SAR图像的特拉诺瓦湾开放冰谷动态相位检测研究

IF 4.4
Giovanna Inserra;Ferdinando Nunziata;Andrea Buono;Giuseppe Aulicino;Maurizio Migliaccio
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引用次数: 0

摘要

本研究提出了一种利用Sentinel-1任务采集的单合成孔径雷达(SAR)图像提取南极特拉诺瓦湾(TNB)多冰区动态信息的新方法。所提出的方法是基于对关键特征的散射/形态学和光谱分析,即海冰条纹,这是多冰湖的特征。在不同生长和关闭阶段,在开放的TNB多峰上收集的一组单极化和双极化Sentinel-1 SAR测量数据用于实验分析,辅助光学和辐射计卫星产品。实验结果表明,共偏光后向散射能够在单一SAR场景下识别开放多峰生长和闭合阶段。这表明利用SAR测量可以填补由于监测恶劣的TNB多冰区环境而产生的时空空白。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
On the Detection of the Terra Nova Bay Open Polynya Dynamic Phases Using a Single C-Band SAR Image
In this study, a novel approach is proposed to extract dynamic information about Terra Nova Bay (TNB) polynya, Antarctica, using a single synthetic aperture radar (SAR) imagery collected by the Sentinel-1 mission. The proposed approach is based on a joint scattering/morphological and spectral analysis of key features, namely, the sea ice streaks, which characterize polynyas. A set of single- and dual-polarimetric Sentinel-1 SAR measurements collected over the open TNB polynya under different growing and closing phases is used for the experimental analysis, which is assisted by ancillary optical and radiometer satellite products. Experimental results demonstrate the ability of copolarized backscattering to identify the open polynya growing and closing phases using a single SAR scene. This suggests using SAR measurements to fill the temporal and spatial gaps arising from the monitoring of the harsh TNB polynya environment.
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