Estimating landscape-scale vegetation carbon stocks using airborne multi-frequency polarimetric synthetic aperture radar (SAR) in the savannahs of north Australia
This study investigates the use of polarimetric AirSAR (TopSAR) data for estimating biomass and carbon storage of Eucalyptus miniata (Darwin Woolly Butt) and E. tetrodonta (Stringybark) dominated open-forest savannah in the Northern Territory, Australia. Radar backscatter intensity was correlated with basal area for 30 plots within the Wildman River Reserve, Northern Territory. Published allometric relationships were used to convert tree basal area to estimates of above-ground biomass for each of the measured plots. Below-ground biomass was also estimated for these plots, using additional published allometric relationships between below-ground and above-ground biomass. Backscatter of the L-HV channel had the highest regression co-efficient (r2 = 0.92) with ground-based tree basal area measurements. Using a linear regression equation of backscatter intensity for the L-HV channel versus above-ground biomass gave a mean above-ground biomass of 94 t DM (dry mass) ha-1 for the eucalypt dominated vegetation in the Wildman River Reserve, equivalent to 47 t C ha-1 stored in this biomass pool. Estimated below-ground biomass was 28 t C ha-1, giving a total carbon biomass storage for this savannah ecosystem of 75 t C ha-1. The results of this study indicate that the L-HV channel of polarimetric SAR is best suited to model biomass of the tropical savannahs of northern Australia. Given the vast spatial extent of savannah woodlands across north Australia, SAR has the potential to be a major tool in carbon stock assessment, critical for carbon accounting, as well as to contribute to gaining a better understanding of the role the tropical savannahs of northern Australia play in the biochemical cycles of Australia.
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Document Type: Research Article
School of Science and Primary Industries, Charles Darwin University, Darwin, NT, 0909, Australia
School of Science and Primary Industries, Charles Darwin University, Darwin, NT, 0909, Australia,Cooperative Research Centre for Tropical Savanna Management, Charles Darwin University, Darwin, NT, 0909, Australia
CSIRO Sustainable Ecosystems, Northern Territory, 0821, Australia,Cooperative Research Centre for Tropical Savanna Management, Charles Darwin University, Darwin, NT, 0909, Australia
GecOz Pty Ltd, Cullen Bay, NT 0800, Australia
Environmental Research Institute of the Supervising and Scientist, Department of the Environment and Water Resources GPO Box 461, Darwin NT 0801, Australia
January 1, 2009
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