Tong Minh, DH, Le Toan, T, Rocca, F et al. (8 more authors) (2016) SAR tomography for the retrieval of forest biomass and height: cross-validation at two tropical forest sites in French Guiana. Remote Sensing of Environment, 175. pp. 138-147. ISSN 0034-4257
Abstract
Developing and improving methods to monitor forest carbon in space and time is a timely challenge, especially for tropical forests. The next European Space Agency Earth Explorer Core Mission BIOMASS will collect synthetic aperture radar (SAR) data globally from employing a multiple baseline orbit during the initial phase of its lifetime. These data will be used for tomographic SAR (TomoSAR) processing, with a vertical resolution of about 20 m, a resolution sufficient to decompose the backscatter signal into two to three layers for most closed-canopy tropical forests. A recent study, conducted in the Paracou site, French Guiana, has already shown that TomoSAR significantly improves the retrieval of forest aboveground biomass (AGB) in a high biomass forest, with an error of only 10% at 1.5-ha resolution. However the degree to which this TomoSAR approach can be transferred from one site to another one has not been assessed. Here, we test this approach at the Nouragues site in central French Guiana (ca 100 km away from Paracou), and develop a method to retrieve the top-of-canopy height from TomoSAR. We found a high correlation between the backscatter signal and AGB in the upper canopy layer (i.e. 20-40 m), while lower layers only showed poor correlations. The relationship between AGB and TomoSAR data at Nouragues was found to be highly similar to the one observed at Paracou. Cross validation using training plots from Nouragues and validation plots from Paracou, and vice versa, gave an error of 16 - 18% of AGB using 1-ha plots. Finally, using a high-resolution LiDAR canopy model as a reference, we showed that TomoSAR has the potential to retrieve the top-of-canopy height with an error to within 2.5 m. Our analyses show that TomoSAR-AGB retrieval method is accurate even in hilly and high-biomass forest areas and suggest that our approach may be generalizable to other study sites, at least those having a canopy taller than 30 m. These results have strong implications for the tomographic phase of the BIOMASS spaceborne mission.
Metadata
Item Type: | Article |
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Authors/Creators: |
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Copyright, Publisher and Additional Information: | © 2015 Elsevier Inc. All rights reserved. This is an author produced version of a paper published in Remote Sensing of Environment. Uploaded in accordance with the publisher's self-archiving policy |
Keywords: | Aboveground biomass, BIOMASS mission, French Guiana, Paracou, Nouragues, TropiSAR, P-band SAR tomography, tomography phase, vertical forest structure |
Dates: |
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Institution: | The University of Leeds |
Academic Units: | The University of Leeds > Faculty of Environment (Leeds) > School of Geography (Leeds) > Ecology & Global Change (Leeds) |
Depositing User: | Symplectic Publications |
Date Deposited: | 27 Jan 2016 17:18 |
Last Modified: | 14 Apr 2017 02:26 |
Published Version: | http://dx.doi.org/10.1016/j.rse.2015.12.037 |
Status: | Published |
Publisher: | Elsevier |
Identification Number: | 10.1016/j.rse.2015.12.037 |
Open Archives Initiative ID (OAI ID): | oai:eprints.whiterose.ac.uk:92882 |