Characteristics of Decomposition Powers of L-Band Multi-Polarimetric SAR in Assessing Tree Growth of Industrial Plantation Forests in the Tropics

被引:25
作者
Kobayashi, Shoko [1 ]
Omura, Yoshiharu [2 ]
Sanga-Ngoie, Kazadi [1 ]
Widyorini, Ragil [3 ]
Kawai, Shuichi [2 ]
Supriadi, Bambang [4 ]
Yamaguchi, Yoshio [5 ]
机构
[1] Ritsumeikan Asia Pacific Univ, Grad Sch Asia Pacific Studies, Beppu, Oita 8748577, Japan
[2] Kyoto Univ, Res Inst Sustainable Humanosphere, Uji, Kyoto 6110011, Japan
[3] Univ Gadjah Mada, Fac Forestry, Bulaksumur 55281, Yogyakarta, Indonesia
[4] PT Musi Hutan Persada, Res & Dev, Muara Enim 31172, Sumatera Selata, Indonesia
[5] Niigata Univ, Fac Engn, Niigata 9502181, Japan
关键词
polarimetric SAR; ALOS/PALSAR; microwave satellite; scattering power decomposition; fast-growing trees; Acacia; stem volume; forest biomass; ALOS-PALSAR; SCATTERING MODEL; BIOMASS; VOLUME; RETRIEVAL; RADAR;
D O I
10.3390/rs4103058
中图分类号
X [环境科学、安全科学];
学科分类号
08 ; 0830 ;
摘要
A decomposition scheme was applied to ALOS/PALSAR data obtained from a fast-growing tree plantation in Sumatra, Indonesia to extract tree stem information and then estimate the forest stand volume. The scattering power decomposition of the polarimetric SAR data was performed both with and without a rotation matrix and compared to the following field-measured forest biometric parameters: tree diameter, tree height and stand volume. The analytical results involving the rotation matrix correlated better than those without the rotation matrix even for natural scattering surfaces within the forests. Our primary finding was that all of the decomposition powers from the rotated matrix correlated significantly to the forest biometric parameters when divided by the total power. The surface scattering ratio of the total power markedly decreased with the forest growth, whereas the canopy and double-bounce scattering ratios increased. The observations of the decomposition powers were consistent with the tree growth characteristics. Consequently, we found a significant logarithmic relationship between the decomposition powers and the forest biometric parameters that can potentially be used to estimate the forest stand volume.
引用
收藏
页码:3058 / 3077
页数:20
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