A method for monitoring hydrological conditions beneath herbaceous wetlands using multi-temporal ALOS PALSAR coherence data

Reed marshes, the world’s most widespread type of wetland vegetation, are undergoing major changes as a result of climate changes and human activities. The presence or absence of water in reed marshes has a significant impact on the whole ecosystem and remains a key indicator to identify the effective area of a wetland and help estimate the degree of degeneration. Past studies have demonstrated the use of interferometric synthetic aperture radar (InSAR) to map water-level changes for flooded reeds. However, the identification of the different hydrological states of reed marshes is often poorly understood. The analysis given in this paper shows that L-band interferometric coherence is very sensitive to the water surface conditions beneath reed marshes and so it can be used as classifier. A method based on a statistical analysis of the coherence distributions for wet and dry reeds using InSAR pairs was, therefore, investigated in this study. The experimental results were validated by in-situ data and showed...

[1]  C. Shum,et al.  Helmand River Hydrologic Studies Using ALOS PALSAR InSAR and ENVISAT Altimetry , 2009 .

[2]  Yong Wang,et al.  Delineation of inundated area and vegetation along the Amazon floodplain with the SIR-C synthetic aperture radar , 1995, IEEE Trans. Geosci. Remote. Sens..

[3]  M. Friedl,et al.  Using MODIS data to characterize seasonal inundation patterns in the Florida Everglades , 2008 .

[4]  T. L. Toan,et al.  Mapping of flood dynamics and spatial distribution of vegetation in the Amazon floodplain using multitemporal SAR data , 2007 .

[5]  Joong-Sun Won,et al.  Multi-temporal monitoring of wetland water levels in the Florida Everglades using interferometric synthetic aperture radar (InSAR) , 2010 .

[6]  Zhong Lu,et al.  Radarsat-1 and ERS InSAR Analysis Over Southeastern Coastal Louisiana: Implications for Mapping Water-Level Changes Beneath Swamp Forests , 2008, IEEE Transactions on Geoscience and Remote Sensing.

[7]  Paris W. Vachon,et al.  Coherence estimation for SAR imagery , 1999, IEEE Trans. Geosci. Remote. Sens..

[8]  E. Novo,et al.  Monitoring flood extent in the lower Amazon River floodplain using ALOS/PALSAR ScanSAR images , 2013 .

[9]  Ridha Touzi,et al.  Statistics of the Stokes parameters and of the complex coherence parameters in one-look and multilook speckle fields , 1996, IEEE Trans. Geosci. Remote. Sens..

[10]  T. Dixon,et al.  Space-Based Detection of Wetlands' Surface Water Level Changes from L-Band SAR Interferometry , 2008 .

[11]  Jaan Praks,et al.  Flood Mapping With TerraSAR-X in Forested Regions in Estonia , 2014, IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing.

[12]  Kevin B. Smith,et al.  Effects of seasonal hydrologic patterns in south Florida wetlands on radar backscatter measured from ERS-2 SAR imagery , 2003 .

[13]  Stuart R. Phinn,et al.  Floodplain inundation and vegetation dynamics in the Alligator Rivers region (Kakadu) of northern Australia assessed using optical and radar remote sensing , 2014 .

[14]  Nazzareno Pierdicca,et al.  Flood monitoring using multi-temporal COSMO-SkyMed data: Image segmentation and signature interpretation , 2011 .

[15]  Paolo Ferrazzoli,et al.  Monitoring flood condition in marshes using EM models and Envisat ASAR observations , 2006, IEEE Transactions on Geoscience and Remote Sensing.

[16]  Li Jing Wang Wen-Jie Xie Zhi-Ren Gong Hui-Li Jiang Wei-Guo AN ANALYSIS OF CHANGES AND DRIVING FORCES OF WETLAND USING RS AND GIS IN LIAOHE RIVER DELTA , 2009 .

[17]  Peter B. Bayley,et al.  Understanding Large River-Floodplain EcosystemsSignificant economic advantages and increased biodiversity and stability would result from restoration of impaired systems , 1995 .

[18]  A. J. Hails,et al.  Wetlands, biodiversity and the Ramsar Convention : the role of the Convention on wetlands in the conservation and wise use of biodiversity , 1996 .

[19]  L. Hess,et al.  Radar detection of flooding beneath the forest canopy - A review , 1990 .