Pixel Tracking to Estimate Rivers Water Flow Elevation Using Cosmo-SkyMed Synthetic Aperture Radar Data

被引:8
|
作者
Biondi, Filippo [1 ]
Tarpanelli, Angelica [2 ]
Addabbo, Pia [3 ]
Clemente, Carmine [4 ]
Orlando, Danilo [5 ]
机构
[1] Univ Aquila, Engn Fac, Electromagnet Lab, I-67100 Laquila, AQ, Italy
[2] CNR, IRPI, Via Madonna Alta 126, I-06128 Perugia, Italy
[3] Univ Giustino Fortunato, Sci & Technol Transportat Fac, Viale Raffale Delcogliano 12, I-82100 Benevento, Italy
[4] Univ Strathclyde, Dept Elect & Elect Engn, Ctr Signal & Image Proc, Glasgow G1 1XW, Lanark, Scotland
[5] Univ Niccolo Cusano, Engn Fac, Via Don Carlo Gnocchi 3, I-00166 Rome, Italy
关键词
synthetic aperture radar (SAR); rivers water-flow elevation estimation; pixel-tracking; phase unwrapping; DISCHARGE; INTERFEROMETRY;
D O I
10.3390/rs11212574
中图分类号
X [环境科学、安全科学];
学科分类号
08 ; 0830 ;
摘要
The lack of availability of historical and reliable river water level information is an issue that can be overcome through the exploitation of modern satellite remote sensing systems. This research has the objective of contributing in solving the information-gap problem of river flow monitoring through a synthetic aperture radar (SAR) signal processing technique that has the capability to perform water flow elevation estimation. This paper proposes the application of a new method for the design of a robust procedure to track over the time double-bounce reflections from bridges crossing rivers to measure the gap space existing between the river surface and bridges. Specifically, the difference in position between the single and double bounce is suitably measured over the time. Simulated and satellite temporal series of SAR data from COSMO-SkyMed data are compared to the ground measurements recorded for three gauges sites over the Po and Tiber Rivers, Italy. The obtained performance indices confirm the effectiveness of the method in the estimation of water level also in narrow or ungauged rivers.
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页数:18
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