文献类型：期刊文献

中文题名：航空像片冠幅与地面直径的线性混合模型

英文题名：Linear Mixed Model of Aerial Photo Crown Width and Ground Diameter

作者：郎璞玫[1]

第一作者：郎璞玫

机构：[1]中国林业科学研究院资源信息研究所

年份：2008

卷号：44

期号：3

起止页码：40-44

中文期刊名：林业科学

外文期刊名：Scientia Silvae Sinicae

收录：CSTPCD;;Scopus;北大核心:【北大核心2004】；CSCD:【CSCD2011_2012】；

基金：中央级公益性科研院所基本科技业务费专项基金(RIFRITZJZ2007002);林业科技支撑计划"森林资源动态变化模型模拟技术研究"(2006BAD23B0202);林业科技支撑计划"东北天然林生态系统经营技术体系研究"(2006BAD03A08-01)

语种：中文

中文关键词：树冠冠幅;线性混合模型;最优无偏估计;随机挠动的预测方程

外文关键词：crown width; linear mixed model; optimization unbias estimation; random disturbance estimation equation

分类号：S757

摘要：大量采集航空像片冠幅x与地面树木直径y的相关资料,指出一群由树冠"亮点集"组成的航空像片图像是"冠幅"检测的必要条件,并从专业的角度论证航片冠幅x与树木直径y应满足带截距的线性相关关系。由于树冠密度的随机干扰,使得冠幅x与直径y不满足等方差条件,所以必须在原来固定参数线性模型的基础上引入随机效应参数。本文采用"样地"作为随机效应的构造变量,"树冠类型"为组变量,它们的叉积构造"随机效应"参数的设计矩阵,从而构造出航空像片冠幅x与树木直径y的线性混合模型,由此获得总体y的最优无偏估计,线性混合模型的相关系数由一元线性模型的0.57平均提高到0.72。线性混合模型的实质是在固定参数方程上迭加随机"噪声"。由于数据经过标准化处理,带有随机挠动的预测方程参数与航空像片比例尺无关。
The paper pointed out that crown ＂bright dots＂ constitute of image were prerequisite to test crown width, supported by plentyly of aerial photo crown width x and ground tree diameter y, and then demonstrated the intercept linear relation between aerial photo crown width x and ground tree diameter y. As random disturbance of tree crown density, crown width x and ground tree diameter y were dissatisfied equal variance. It was necessary to introduce random effect parameter based on original parameter linear model. The paper let ＂plot＂ as random effect structure parameter, ＂tree crown type＂ as group variable, their cross product as ＂random effect＂ parameter design matrix. Aerial photo crown width x and ground tree, diameter y linear mixed model were constructed and optimization unbias estimation. Linear mixed model R was 0.72, and general linear model R was 0.57. The essence of linear mixed model was fixed parameters equation add random disturbance. Random disturbance forecast equation parameters with were independent on aerial photo scale as standardized data.