Title :
A multistaged approach to mapping soil salinity in a tropical coastal environment using airborne SAR and Landsat TM data
Author :
Bell, Darren ; Menges, Carl H. ; Bartolo, Renee E. ; Ahmad, Waqar ; VanZyl, Jakob J.
Author_Institution :
Fac. of SITE, Northern Territory Univ., Darwin, NT, Australia
Abstract :
This paper provides a methodology to map soil salinity and a recent saline intrusion in the coastal fringe of Kakadu National Park, Australia. A model inversion from AirSAR data to map soil salinity on the bare and partially vegetated floodplain was used. This algorithm has been developed by combining the small perturbation model and the Dubois model to extract the imaginary part of the dielectric constant as an improved indicator of salinity. A vegetation correction to the combined model has been developed to allow salinity extraction from floodplain areas with moderate vegetation cover. Recent saline intrusion areas are often characterised by stands of dead Melalecua (paper bark trees). These are unsuitable for the inversion algorithms due to pronounced corner reflector effects on the radar. These areas were identified with high accuracy using a supervised classification on a fused AirSAR/TM image. The resulting map provides salinity levels for most of the floodplain and clearly identifies recent saltwater intrusion
Keywords :
airborne radar; geophysical techniques; remote sensing by radar; soil; synthetic aperture radar; Australia; Dubois model; Kakadu National Park; Landsat TM data; Melalecua; TM data; airborne SAR; bare floodplain; coastal fringe; dielectric constant; inversion; multistaged approach; paper bark trees; partially vegetated floodplain; saline intrusion; salinity extraction; saltwater intrusion; small perturbation model; soil salinity; tropical coastal environment; vegetation correction; Australia; Dielectric constant; Radar imaging; Remote sensing; Rivers; Satellites; Sea measurements; Soil; Tides; Vegetation mapping;
Conference_Titel :
Geoscience and Remote Sensing Symposium, 2001. IGARSS '01. IEEE 2001 International
Conference_Location :
Sydney, NSW
Print_ISBN :
0-7803-7031-7
DOI :
10.1109/IGARSS.2001.976828