Table of Contents
Remote Sens., Volume 12, Issue 11 (June-1 2020) – 208 articles
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Cover Story (view full-size image) Wetland ecosystem services, such as water storage and food sources, are largely dependent on [...] Read more. Wetland ecosystem services, such as water storage and food sources, are largely dependent on hydrological dynamics. Constant monitoring of the spatial extent of water surfaces and the duration of flooding of a wetland is necessary to understand the impact of drought on the ecosystem services a wetland provides. Synthetic aperture radar (SAR) has the potential to reveal wetland dynamics. This paper proposes a Gaussian process-based temporal interpolation (GPTI) method that enables the synergistic use of SAR images taken from multiple paths. The proposed model is applied to a series of Sentinel-1 images capturing wetlands in Washington State, USA. Our experimental analysis demonstrates that the multiple path analysis based on the proposed method can extract seasonal changes more accurately than a single path analysis. View this paper