ISWC OpenIR  > 水保所2018--2019届毕业生论文
利用鱼眼摄像机测量植被叶面积指数动态变化
牛小桃,樊军1,2,3
2018-10
Source Publication应用生态学报
Volume29Issue:10Pages:3183-3190
Abstract

叶面积指数( LAI) 的快速准确测量可以为相关生态过程研究提供关键参数.本研究 采用光学鱼眼相机拍摄了黄土高原北部典型植被柠条、沙柳、紫花苜蓿、荒草、大豆和玉米不 同生长时期冠层照片,在玉米、大豆和柠条样地固定安装鱼眼摄像机定时拍摄冠层照片,并运 用图像处理软件分析获取 LAI.结果表明: 鱼眼相机法( DHP) 获取的多种植被类型的 LAI 与 LAI-2200 测量结果存在显著线性相关关系( R2 =0.85, P<0.05) ,均方根误差为0.256.太阳辐射 值直接影响专业软件处理照片时的关键参数,镜头朝下情况下,计算 LAI 的关键参数———绿 色指数随着拍摄照片时太阳辐射强度的增加而增加.但是镜头朝上情况下,亮度参数随着太 阳辐射值的增加而减少.通过关键参数的调整,玉米、大豆和柠条样地 LAI 变化与 LAI-2200 测 量结果一致,很好地反映了这些植物生长期的 LAI 动态变化,柠条样地镜头朝下测量结果更 好.鱼眼摄像机可以用于定位监测 LAI 动态变化.

Other Abstract

The rapid and accurate measurement of LAI is of great importance for the research of ecological processes. Photos from typical land use types in the northern Loess Plateau,including Caragana,Salix,alfalfa,wild grass,soybean and maize,were measured by digital hemispherical photography ( DHP) . Meanwhile,photos were daily taken by video camera with fisheye lens and the pictures were analyzed by image processing software to obtain the dynamics of LAI in soybean, maize and Caragana fields. The results showed that a linear correlation existed between the LAI measured by DHP and LAI-2200. The coefficient of determination ( R2) was 0.85 ( P<0.05) and root mean square error ( RMSE) was 0.256. The key parameters of professional software were affected by the local solar radiation. When the downward lens was used,the green index was the key parameter which increased with the increase of solar radiation. However,the brightness index decreased with the increase of solar radiation when the lens was upward. Through the adjustment of the key parameters,the results of LAI of maize,soybean,and Caragana were consistent with the LAI-2200 results,well reflecting LAI dynamics during the plant growth. The downward lens in Caragana field was better. The fisheye camera could be used for monitoring the dynamic LAI of different vegetations.

Keyword光学鱼眼镜头 叶面积指数 土地利用类型 太阳辐射值
Indexed ByCSCD
Language中文
Citation statistics
Document Type期刊论文
Identifierhttp://ir.iswc.ac.cn/handle/361005/8827
Collection水保所2018--2019届毕业生论文
Affiliation1.中国科学院水利部水土保持研究所,黄土高原土壤侵蚀与旱地农业国家重点实验室
2.中国科学院大学
3.西北农林科技大学资源环境学院
First Author Affilication中国科学院水利部水土保持研究所
Recommended Citation
GB/T 7714
牛小桃,樊军. 利用鱼眼摄像机测量植被叶面积指数动态变化[J]. 应用生态学报,2018,29(10):3183-3190.
APA 牛小桃,樊军.(2018).利用鱼眼摄像机测量植被叶面积指数动态变化.应用生态学报,29(10),3183-3190.
MLA 牛小桃,樊军."利用鱼眼摄像机测量植被叶面积指数动态变化".应用生态学报 29.10(2018):3183-3190.
Files in This Item: Download All
File Name/Size DocType Version Access License
牛小桃.pdf(3181KB)期刊论文作者接受稿开放获取CC BY-NC-SAView Download
Related Services
Recommend this item
Bookmark
Usage statistics
Export to Endnote
Google Scholar
Similar articles in Google Scholar
[牛小桃,樊军]'s Articles
Baidu academic
Similar articles in Baidu academic
[牛小桃,樊军]'s Articles
Bing Scholar
Similar articles in Bing Scholar
[牛小桃,樊军]'s Articles
Terms of Use
No data!
Social Bookmark/Share
File name: 牛小桃.pdf
Format: Adobe PDF
This file does not support browsing at this time
All comments (0)
No comment.
 

Items in the repository are protected by copyright, with all rights reserved, unless otherwise indicated.