Measurement of canopy geometry characteristics using LiDAR laser altimetry: A feasibility study

被引:40
作者
Houldcroft, CJ [1 ]
Campbell, CL
Davenport, IJ
Gurney, RJ
Holden, N
机构
[1] Univ Coll Swansea, Climate Lans Surface Syst Interact Ctr, Swansea SA2 8PP, W Glam, Wales
[2] Ctr Ecol & Hydrol, Penicuik EH26 0QB, Midlothian, Scotland
[3] Univ Reading, Environm Syst Sci Ctr, Nat Environm Res Council, Reading RG6 6AL, Berks, England
[4] UK Environm Agcy, Technol Sci Grp, Bath BA2 9ES, Avon, England
来源
IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING | 2005年 / 43卷 / 10期
基金
英国自然环境研究理事会;
关键词
canopy height; leaf area index (LAI); remote sensing; vegetation mapping;
D O I
10.1109/TGRS.2005.856639
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
Airborne scanning laser altimetry offers the potential for extracting high-resolution vegetation structure characteristics for monitoring and modeling the land surface. A unique dataset is used to study the sensitivity of laser interception profiles and laser-derived leaf area index (LAI) to assumptions about the surface structure and the measurement process. To simulate laser interception, one- and three-dimensional (3-D) vegetation structure models have been developed for maize and sunflower crops. Over sunflowers, a simple regression technique has been developed to extract laser-derived LAI, which accounts for measurement and model biases. Over maize, a 3-D structure/interception model that accounts for the effects of the laser inclination angle and detection threshold has enabled the fraction of radiation reaching the ground surface to be modelled to within 0.5% of the observed fraction. Good agreement was found between modelled and measured profiles of laser interception with a vertical resolution of 10 cm.
引用
收藏
页码:2270 / 2282
页数:13
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