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The Calculation of Actual LAI Based on Terrestrial LaserScanning Data and Fish Eye Camera(PDF)

《南京师大学报(自然科学版)》[ISSN:1001-4616/CN:32-1239/N]

Issue:
2014年04期
Page:
137-
Research Field:
计算机科学
Publishing date:

Info

Title:
The Calculation of Actual LAI Based on Terrestrial LaserScanning Data and Fish Eye Camera
Author(s):
Gao JiqingYun TingXue Lianfeng
College of Information Science and Technology,Nanjing Forestry University,Nanjing 210037,China
Keywords:
actual Leaf Area IndexFish Eye CameraStereographic projectionLambert azimuthally equal-area projection
PACS:
TP301.6
DOI:
-
Abstract:
In order to obtain accurate actual Leaf Area Index(LAIa),this paper presents a calculation method based on Fish Eye Camera and Terrestrial Laser Scanning Data to obtain images of the hemisphere,with the geography latitude line concept to characterize zenith angle of leaves of different heights,and to get leaf angle through statistical methods.Calculating effective Leaf Area Index according to Beer-Lambert Law and actual Leaf Area Index is got through effectively slicing which solves the problem of overlapping leaves.The point cloud data of the tree acquired by Laser Scanning is zoomed on the surface of a sphere by certain scaling.Then,through Stereographic Projection and Lambert Azimuthally Equal-Area Projection,the spherical image is projected onto the plane to get similar hemisphere images.

References:

[1] 谭一波,赵仲辉.叶面积指数的主要测定方法[J].林业调查规划,2008,33(3):45-48.
[2]冯冬霞,施生锦.叶面积测定方法的研究效果初报[J].中国农学通报,2005,2(6):150-153.
[3]杜春雨,范文义.有效叶面积指数与真实叶面积指数的模型转换[J].东北林业大学学报:自然科学版,2010,38(7):126-128.
[4]Zheng G,Monika M L,Soo-Hyung K.Retrieval of effective leaf area index in heterogeneous forests with terrestrial laser scanning[J].Transactions on Geo-science and Remote Sensing,2013,51(2):777.
[5]李明,张长利,房俊龙.基于图像处理技术的小麦叶面积指数的提取[J].农业工程学报,2010(1):205-209.
[6]祁有祥,骆汉,赵廷宁.基于鱼眼镜头的林冠郁闭度简易测量方法[J].北京林业大学学报:自然科学版,2009,37(6):60-66.
[7]潘桂颖.基于半球摄影法的水稻冠层结构参数测量与反演[D].杭州:浙江大学计算机科学与技术学院,2011.
[8]骆社周.激光雷达遥感森林叶面积指数提取方法研究与应用[D].北京:中国地质大学计算机学院,2012.
[9]Chen J M,Josef C.Plant canopy gap-size analysis theory for improving optical measurements of leaf-area index[J].Applied Optics,1995.34(27):6 211-6 222.
[10]刘志刚,李德仁,秦前清,等.支持向量机在多类分类问题中的推广[J].计算机工程与应用,2004,40(7):10-13.
[11]苏宏新,白帆,李广起.3类典型温带山地森林的叶面积指数的季节动态:多种监测方法比较[J].植物生态学报,2012,36(3):231-242.
[12]龚立群.锐齿栎叶面积求算初探[J].西北林学院学报,1991,6(1):91-94.
[13]高智,仲思东,宋丽华.基于激光雷达数据的三维模型重建[J].仪器仪表学报,2004,2(4):495-499.

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Last Update: 2014-12-31