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Spatial entropy for biodiversity and environmental data: The R-package SpatEntropy

机译:生物多样性和环境数据的空间熵:R-Package Spatttropy

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摘要

Entropy measures are standard tools in environmental and ecological sciences to describe the heterogeneity of data. This paper reviews a selection of spatial entropy indices, some of which are very recent, suitable to deal with spatial data on variables presenting a finite number of categories. A special focus is given on biodiversity data, but methods can be applied to any other environmental phenomena. The new R package SpatEntropy is here introduced to compute spatial entropy measures in practice. The extension from traditional entropy measures to their spatial version is a unique feature of the package, which is able to work with both areal and point data. A practical part is also presented, where two types of environmental data are considered, regarding trees biodiversity and urban expansion, respectively. The package SpatEntropy is run over these dataset and shown to represent a user-friendly and helpful tool for new package users.
机译:熵措施是环境和生态科学的标准工具,以描述数据的异质性。 本文审查了各种空间熵指数,其中一些是最近的,适合处理关于呈现有限类别的变量的空间数据。 在生物多样性数据上给出了一个特别的焦点,但方法可以应用于任何其他环境现象。 此处介绍了新的R包立式性,以在实践中计算空间熵措施。 从传统熵措施到空间版本的扩展是包的独特功能,它能够使用区域和点数据。 还提出了实际部分,其中考虑了两种类型的环境数据,分别考虑了树木生物多样性和城市扩张。 封装Spatttropy在这些数据集上运行,并显示为新包用户表示用户友好且有用的工具。

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