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Introducing SpatialGridBuilder: A new system for creating geo-coded datasets

机译:SpatialGridBuilder简介:一种用于创建地理编码数据集的新系统

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Researchers in the conflict research community have become increasingly aware that we can no longer depend on state-aggregated data. Numerous factors at the substate level affect the nature of human interactions, so if we really want to understand conflict, we need to find more appropriate units of analysis. However, while many conflict researchers have realized this, actually taking the next step and performing data analysis on spatial data grids has remained a rather elusive goal for many because of the difficulty of learning the new techniques to perform such analyses. This paper introduces SpatialGridBuilder, a new, freely available, open-source system with the goal of empowering conflict researchers with no background in GIS methods to start their own spatial analyses. SpatialGridBuilder allows the researcher to: (a) create entirely new spatial datasets, based on the needs of their own research; (b) import their own spatial data; (c) easily add a range of important variables to the datasets, including commonly used conflict variables, plus new variables that have not been presented before; and (d) visualize graphical renderings of this data. Having done this, SpatialGridBuilder will then export the dataset for the researcher to analyse using conventional statistical methods. This article introduces the new program, and demonstrates how it can be used to set up such a statistical analysis. It also shows how different results can be achieved by building grids of different resolutions, thereby encouraging researchers to choose grid resolutions appropriate to their research questions and data. The article also introduces a novel means of determining infrastructure complexity, using Google maps.
机译:冲突研究界的研究人员越来越意识到,我们不能再依赖状态汇总的数据了。次国家级的许多因素都会影响人类互动的性质,因此,如果我们真的想了解冲突,就需要找到更合适的分析单位。然而,尽管许多冲突研究人员已经意识到了这一点,但是由于学习新技术来执行此类分析的困难,实际上采取下一步行动并在空间数据网格上执行数据分析仍然是许多人难以实现的目标。本文介绍了SpatialGridBuilder,这是一个新的,免费的开放源代码系统,其目标是使没有GIS方法背景的冲突研究人员能够开始自己的空间分析。 SpatialGridBuilder允许研究人员:(a)根据他们自己的研究需要创建全新的空间数据集; (b)导入自己的空间数据; (c)轻松地向数据集中添加一系列重要变量,包括常用的冲突变量,以及以前未提供的新变量; (d)可视化此数据的图形渲染。完成此操作后,SpatialGridBuilder将导出数据集,供研究人员使用常规统计方法进行分析。本文介绍了该新程序,并演示了如何将其用于建立这样的统计分析。它还显示了如何通过建立不同分辨率的网格来实现不同的结果,从而鼓励研究人员选择适合其研究问题和数据的网格分辨率。本文还介绍了一种使用Google地图确定基础设施复杂性的新颖方法。

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