Tropical-Forest Biomass Estimation at X-Band From the Spaceborne TanDEM-X Interferometer

被引:86
作者
Treuhaft, Robert [1 ]
Goncalves, Fabio [2 ]
dos Santos, Joao Roberto [3 ]
Keller, Michael [4 ,5 ,6 ]
Palace, Michael [6 ]
Madsen, Soren N. [1 ]
Sullivan, Franklin [6 ]
Graca, Paulo M. L. A. [7 ]
机构
[1] CALTECH, Jet Prop Lab, Pasadena, CA 91109 USA
[2] Woods Hole Res Ctr, Falmouth, MA 02540 USA
[3] Inst Nacl Pesquisas Espaciais, BR-12227010 Sao Jose Dos Campos, Brazil
[4] USDA, Forest Serv, Int Inst Trop Forestry, San Juan, PR 00926 USA
[5] Empresa Brasileira Pesquisa Agropecuaria EM BRAPA, BR-13070115 Campinas, SP, Brazil
[6] Univ New Hampshire, Durham, NH 03824 USA
[7] Inst Nacl de Pesquisas da Amazonia, BR-69067375 Manaus, AM, Brazil
关键词
Biomass; interferometric synthetic aperture radar (InSAR); lidar; tropical forest; CARBON;
D O I
10.1109/LGRS.2014.2334140
中图分类号
P3 [地球物理学]; P59 [地球化学];
学科分类号
0708 ; 070902 ;
摘要
This letter reports the sensitivity of X-band interferometric synthetic aperture radar (InSAR) data from the first dual-spacecraft radar interferometer, TanDEM-X, to variations in tropical-forest aboveground biomass (AGB). It also reports the first tropical-forest AGB estimates from TanDEM-X data. Tropical forests account for about 50% of the world's forested biomass and play critical roles in the control of atmospheric carbon dioxide by emission through deforestation and uptake through forest growth. The TanDEM-X InSAR data used in this analysis were taken over the Tapajos National Forest, Par, Brazil, where field measurements from 30 stands were acquired. The magnitude of the InSAR normalized complex correlation, which is called coherence, decreases by about 25% as AGB increases from 2 to 430 Mg-ha(-1), suggesting more vertically distributed return-power profiles with increasing biomass. Comparison of InSAR coherences to those of small-spot (15 cm) lidar suggests that lidar penetrates deeper into the canopies than InSAR. Modeling InSAR profiles from InSAR coherence and lidar profiles yields an estimate of 0.29 dB/m for the X-band extinction coefficient relative to that of lidar. Forest AGB estimated from InSAR observations on 0.25-ha plots shows RMS scatters about the field-estimated AGB between 52 and 62 Mg-ha(-1), which is between 29% and 35% of the average AGB of 179 Mg-ha(-1), depending on the data analysis mode. The sensitivity and biomass-estimation performance suggest the potential of TanDEM-X observations to contribute to global tropical-forest biomass monitoring.
引用
收藏
页码:239 / 243
页数:5
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