Multipolarization Time Series of Sentinel-1 SAR Imagery to Analyze Variations of Reservoirs' Water Body

被引:34
作者
Ferrentino, Emanuele [1 ]
Nunziata, Ferdinando [1 ]
Buono, Andrea [1 ]
Urciuoli, Angelo [1 ]
Migliaccio, Maurizio [1 ]
机构
[1] Univ Napoli Parthenope, Dipartimento Ingn, I-80133 Naples, Italy
关键词
Polarimetry; reservoir monitoring; synthetic aperture radar (SAR); smart water management (SWM); COASTLINE EXTRACTION;
D O I
10.1109/JSTARS.2019.2961563
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 this article, a two-year time-series of multipolarization Sentinel-1 synthetic aperture radar (SAR) imagery is exploited to analyze the changes in the water-covered area of the Monte Cotugno (Italy) reservoir. A two-step processing chain, which includes water/land separation and waterline extraction, is proposed to accomplish this task. Experimental results, verified using independent in situ measurements, demonstrate that: first, Sentinel-1 time series can be successfully used to support the smart water management of reservoirs. In fact, the changes in the water-covered area inferred from the SAR time series agree with the seasonal behavior and they also fit anomalies; and second, multipolarization feature outperforms single-polarization ones in terms of accuracy of the extracted waterline profile.
引用
收藏
页码:840 / 846
页数:7
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