河流变差函数分析的Torgegram图:刻画河流网络上的空间依赖性

The Torgegram for Fluvial Variography: Characterizing Spatial Dependence on Stream Networks

Journal of Computational and Graphical Statistics · 2016
被引 36
ABS 3

中文导读

提出一种名为Torgegram的图形诊断工具,用于刻画河流网络观测变量的空间依赖性,包含四种经验半变异函数,并以美国哥伦比亚河流域水温数据展示其用途与局限。

Abstract

We introduce a graphical diagnostic called the Torgegram for characterizing spatial dependence among observations of a variable on a stream network. The Torgegram consists of four component empirical semivariograms, each one corresponding to a particular combination of flow-connectedness within the network and model type (tail-up/tail-down). We show how an overall strategy for fluvial variography can be based on a careful examination of the Torgegram. An analysis of water temperature data from a stream network within the Columbia River basin of the northwest United States illustrates the diagnostic value of the Torgegram as well as its limitations. Additional uses and extensions of the Torgegram are discussed.

空间统计水文地理学环境科学河流网络分析