L- and P-band backscatter intensity for biomass retrieval in hemiboreal forest
Artikel i vetenskaplig tidskrift, 2011

At present, the greatest source of uncertainty in the global carbon cycle is in the terrestrial ecosystems. In order to reduce these uncertainties it is necessary to provide consistent and accurate global estimates of the world forest biomass. One of the most promising methods for obtaining such estimates is through polarimetric SAR backscatter measurements at low frequencies. In this paper, the relation between polarimetric SAR backscatter at L- and P-bands and forest biomass is investigated using data acquired within the BioSAR-I campaign in southern Sweden during 2007. Methods for estimating biomass on stand level using these data are developed and evaluated, and the results for the two frequency bands are compared. For L-band data, the best results were obtained using HV-polarized backscatter only, giving estimation errors in terms of root mean square errors (RMSE) between 31% and 46% of the mean biomass for stands with biomass ranging from 10 to 290 t/ha, and an (adjusted) coefficient of determination (R2) between 0.4 and 0.6. For P-band data, the results are better than for L-band. Models using HV- or HH-polarized P-band backscatter give similar results, as does a model including both HV and HH. The RMSEs were between 18 and 27%, and the R2 values were between 0.7 and 0.8.

L-band

SAR

Linear regression

Polarimetry

P-band

Biomass estimation

Model selection

Forestry

Författare

Gustaf Sandberg

Chalmers, Rymd- och geovetenskap, Radarfjärranalys

Lars Ulander

Chalmers, Rymd- och geovetenskap, Radarfjärranalys

J. E. S. Fransson

Sveriges lantbruksuniversitet (SLU)

J. Holmgren

Sveriges lantbruksuniversitet (SLU)

T. Le Toan

Centre Nationale d'Etudes Spatiale

Remote Sensing of Environment

0034-4257 (ISSN)

Vol. 115 2874 - 2886

Drivkrafter

Hållbar utveckling

Ämneskategorier

Jordbruksvetenskap

Skogsvetenskap

DOI

10.1016/j.rse.2010.03.018