Compact-Polarimetric SAR Signature Analysis for Wetland Characterization Using RADARSAT Constellation Mission

IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING(2024)

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摘要
Effective monitoring of wetlands plays a pivotal role in comprehending and managing these ecologically vital ecosystems. This study assesses the potential of C-b and synthetic aperture radar (SAR) imagery in compact polarization (CP) mode, utilizing the RADARSAT Constellation Mission (RCM), for wetland characterization. We introduce the compact-polarimetric signature (CPS) as a novel descriptor to delineate wetlands, including bog, fen, and marsh classes. In addition, we propose an alternative decomposition technique (mu-chi) to segment the total power into three components: odd-bounce scattering (P-s), double-bounce scattering (P-d), and random scattering(P-v). For our evaluation, we selected a test site in New Brunswick, Canada, and acquired a series of RCM data set scovering this region. The time-series CPS plots yield valuable in sights, elucidating the scattering mechanisms of different wet-land classes. Notably, these plots reveal that during the active season, characterized by changing vegetation structures, the scattered waves exhibit variations, leading to changes in received power and the purity parameter (mu). Furthermore, the observed variations in the proposed power components demonstrate a significant discriminatory capacity among wetlands. The P-s, P-d, and Pvcomponents effectively distinguish bog, fen, and marsh classes, respectively, capturing the unique characteristics of each wetland type. These findings carry considerable potential for advancing wetland characterization through the RCM CP-SAR mission. Theim proved discriminative ability among different wetland classes is a valuable contribution to the broader field of wetland ecology and management. This advancement potentially empower sprecise wetland classification, facilitating well-informed decision-making in wetland preservation and resource allocation. The applications of these findings extend to ecosystem monitoring,environmental impact assessments, and the long-term evaluationof wetland health. Eventually, this contributes to developing moreeffective wetland conservation and management strategies.
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关键词
Compact polarimetry (CP),decomposition,RADARSAT Constellation Mission (RCM),synthetic aperture radar (SAR),wetland
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