UK-DMC 2 SATELLITE DATA FOR DERIVING BIOPHYSICAL PARAMETERS OF OIL PALM TREES IN MALAYSIA

被引:8
作者
Kanniah, Kasturi Devi [1 ]
Tan, Kian Pang [1 ]
Cracknell, Arthur Philip
机构
[1] Univ Teknol Malaysia, Dept Remote Sensing, Fac Geoinformat & Real Estate, Utm Skudai 81310, Johor, Malaysia
来源
2012 IEEE INTERNATIONAL GEOSCIENCE AND REMOTE SENSING SYMPOSIUM (IGARSS) | 2012年
关键词
UK-DMC; 2; leaf area index (LAI); fraction of Photosynthetically Active Radiation (fPAR); MODIS; oil palm; LEAF-AREA INDEX; MODIS;
D O I
10.1109/IGARSS.2012.6352094
中图分类号
TM [电工技术]; TN [电子技术、通信技术];
学科分类号
0808 ; 0809 ;
摘要
The leaf area index (LAI) and fraction of Photosynthetically Active Radiation (fPAR) are key biophysical variables to estimate gross/net primary productivity of ecosystems which in turn can be used to identify their role in the global carbon cycle and climate change. This is the first study to estimate LAI and fPAR of oil palm ecosystem in Malaysia using remote sensing techniques. An empirical model relating radiance from band 1 (near infra red) of UK-DMC 2 remotely sensed data and LAI computed from hemispherical photos (oil palm LAI = -0.156 x radiance of band 1+16.95, R-2=0.78) was developed m tins study. The model was then used to scale up LAI from plot to region (southern part of Peninsular Malaysia). Validation of the estimated LAI against LAI computed from hemispherical photos (independent samples) shows a good relationship (R-2 = 0.85 and RMSE= 0.52 m(2) m(-2)). From the estimated LAI, fPAR was computed. LAI and fPAR derived in this study were compared against MOD15A (Moderate Resolution Imaging Spectroradiometer sensor onboard Terra satellite) LAI/fPAR product. It was found that LAI and fPAR from UK-DMC 2 and MODIS match well with R-2 = 0.70 and 0.66 for fPAR and LAI respectively.
引用
收藏
页码:6569 / 6572
页数:4
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