地质统计学方法在R

Adéla Volfová, M. Šmejkal
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引用次数: 1

摘要

地质统计学是一门提供空间数据处理方法的科学领域。在我们的项目中,地质统计学被用作描述空间连续性和预测一些自然现象的工具。所有的计算都使用了一个叫做R的开源统计项目。听众将简要介绍R及其地质统计软件包,以及克里格和共克里格方法的基本原理。由于其复杂性,省略了大量的数学背景。在演示的第二部分,展示了几个例子,展示了如何在整个感兴趣的领域中进行预测,其中仅在几个点上进行了观察。对这些方法的结果进行了比较。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Geostatistical Methods in R
Geostatistics is a scientific field which provides methods for processing spatial data.  In our project, geostatistics is used as a tool for describing spatial continuity and making predictions of some natural phenomena. An open source statistical project called R is used for all calculations. Listeners will be provided with a brief introduction to R and its geostatistical packages and basic principles of kriging and cokriging methods. Heavy mathematical background is omitted due to its complexity. In the second part of the presentation, several examples are shown of how to make a prediction in the whole area of interest where observations were made in just a few points. Results of these methods are compared.
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