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arXiv 2002.01172physics.soc-ph
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地理分析:从距离空间到距离空间

Geographical Analysis: from Distance-based Space to Dimension-based Space

Yanguang Chen

摘要:

地理学中传统的空间概念是基于距离的概念。有空间分析的地方,就有距离测量。然而,有效的基于距离的空间的先决条件是地理系统具有特征尺度。对于无标度的地理系统,空间结构不能用纯距离来描述,因此基于距离的空间对于地理建模是无效的。在真实的地理世界中,无标度模式和过程无处不在。我们需要新的地理空间概念。利用分形和标度关系的思想,我提出了一个基于维度的空间概念的无标度地理分析。如果一个地理现象具有特征尺度,我们可以用距离度量来描述它;如果一个地理现象没有特征尺度,我们可以用分形维数来描述它,分形维数是基于距离变量与相应度量之间的尺度关系。简单地说,地理空间分为两种类型:有尺度空间和无尺度空间。该研究为无特征尺度的地理系统的空间建模和定量分析提供了一条新的途径。

英文摘要:

The traditional concept of space in geography is based on the notion of distance. Where there is a spatial analysis, there is a distance measurement. However, the precondition for effective distance-based space is that the geographical systems have characteristic scales. For a scale-free geographical system, the spatial structure cannot be validly described with pure distance, and thus the distance-based space is ineffective for geographical modelling. In the real geographical world, scale-free patterns and processes are everywhere. We need new notion of geographical space. Using the ideas from fractals and scaling relations, I propose a dimension-based concept of space for scale-free geographical analysis. If a geographical phenomenon bears characteristic scales, we can model it using distance measurement; if a geographical phenomenon has no characteristic scale, we will describe it using fractal dimension, which is based on the scaling relations between distance variable and the corresponding measurements. In short, geographical space fall into two types: scaleful space and scale-free space. This study shows a new way of spatial modeling and quantitative analyses for the geographical systems without characteristic scale.

机构、总结、中文摘要均由AI分析而来,可能存在错误,请以论文正文为准。

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