Toward precision forestry: Plot-level parameter retrieval for slash pine plantations with JPL AIRSAR

被引:30
作者
Kellndorfer, JM [1 ]
Dobson, MC
Vona, JD
Clutter, M
机构
[1] Univ Michigan, Radiat Lab, Ann Arbor, MI 48109 USA
[2] Plum Creek Timber Co, Watkinsville, GA 30677 USA
[3] Univ Georgia, Warnell Sch Forest Resources, Athens, GA 30602 USA
来源
IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING | 2003年 / 41卷 / 07期
关键词
Airsar; forest parameters; multifrequency; multipolarization; slash pine; timber management;
D O I
10.1109/TGRS.2003.813529
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
During an EOCAP-SAR project, Airsar P-, L-, and C-band data were used to test the capability of synthetic aperture radar (SAR) to predict biometeric parameters which are frequently used by timber managers as inputs to growth, harvest, and yield models. Test site was a commercially managed area in Jesup, southeastern Georgia, with stands owned by Plum Creek Timber Company. A biometric survey data set from 118 cluster plots in two thinned and two unthinned slash pine stands was used to determine the correlation with the Airsar data at the plot level. A statistical model was used to test all possible scenarios of polarimetric and frequency combinations. Using a weighted least squares linear regression model, P-HV proved to be the single most significant band/polarization combination to correlate with dominant height, basal area, and volume at adjusted squared correlation coefficients of 0.70, 0.80, and 0.84, respectively.
引用
收藏
页码:1571 / 1582
页数:12
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