remote sensing Review Wetland Monitoring Using SAR Data: A Meta-Analysis and Comprehensive Review Sarina Adeli 1, Bahram Salehi 1 , Masoud Mahdianpari 2,* , Lindi J. Quackenbush 1, Brian Brisco 3, Haifa Tamiminia 1 and Stephen Shaw 1 1 Department of Environmental Resources Engineering, State University of New York College of Environmental Science and Forestry (ESF), New York, NY 13210, USA;
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[email protected] (S.S.) 2 C-CORE and Department of Electrical and Computer Engineering, Memorial University of Newfoundland, St. John’s, NL A1C 5S7, Canada 3 The Canada Centre for Mapping and Earth Observation, Ottawa, ON K1S 5K, Canada;
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[email protected]; Tel.: +1-709-986-0110 Received: 13 May 2020; Accepted: 6 July 2020; Published: 9 July 2020 Abstract: Despite providing vital ecosystem services, wetlands are increasingly threatened across the globe by both anthropogenic activities and natural processes. Synthetic aperture radar (SAR) has emerged as a promising tool for rapid and accurate monitoring of wetland extent and type. By acquiring information on the roughness and moisture content of the surface, SAR offers unique potential for wetland monitoring. However, there are still challenges in applying SAR for mapping complex wetland environments. The backscattering similarity of different wetland classes is one of the challenges. Choosing the appropriate SAR specifications (incidence angle, frequency and polarization), based on the wetland type, is also a subject of debate and should be investigated more thoroughly. The geometric distortion of SAR imagery and loss of coherency are other remaining challenges in applying SAR and its processing techniques for wetland studies.