Geostatistics: a common link between medical geography, mathematical geology, and medical geology.

IF 0.7 4区 材料科学 Q4 METALLURGY & METALLURGICAL ENGINEERING Journal of the Southern African Institute of Mining and Metallurgy Pub Date : 2014-08-01
P Goovaerts
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Abstract

Since its development in the mining industry, geostatistics has emerged as the primary tool for spatial data analysis in various fields, ranging from earth and atmospheric sciences to agriculture, soil science, remote sensing, and more recently environmental exposure assessment. In the last few years, these tools have been tailored to the field of medical geography or spatial epidemiology, which is concerned with the study of spatial patterns of disease incidence and mortality and the identification of potential 'causes' of disease, such as environmental exposure, diet and unhealthy behaviours, economic or socio-demographic factors. On the other hand, medical geology is an emerging interdisciplinary scientific field studying the relationship between natural geological factors and their effects on human and animal health. This paper provides an introduction to the field of medical geology with an overview of geostatistical methods available for the analysis of geological and health data. Key concepts are illustrated using the mapping of groundwater arsenic concentration across eleven Michigan counties and the exploration of its relationship to the incidence of prostate cancer at the township level.

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地质统计学:医学地理学、数学地质学和医学地质学之间的共同联系。
自从在采矿业发展以来,地质统计学已成为各个领域空间数据分析的主要工具,从地球和大气科学到农业、土壤科学、遥感,以及最近的环境暴露评估。在过去几年中,这些工具已被用于医学地理学或空间流行病学领域,这涉及研究疾病发病率和死亡率的空间模式,并确定疾病的潜在"原因",例如环境暴露、饮食和不健康行为、经济或社会人口因素。另一方面,医学地质学是一门新兴的跨学科科学领域,研究自然地质因素及其对人类和动物健康的影响。本文介绍了医学地质学领域,概述了用于分析地质和卫生数据的地质统计方法。关键概念的说明使用地下水砷浓度的地图横跨11个密歇根州县和探索其关系的前列腺癌发病率在乡镇一级。
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来源期刊
Journal of the Southern African Institute of Mining and Metallurgy
Journal of the Southern African Institute of Mining and Metallurgy METALLURGY & METALLURGICAL ENGINEERING-MINING & MINERAL PROCESSING
CiteScore
1.50
自引率
11.10%
发文量
0
审稿时长
4.3 months
期刊介绍: The Journal serves as a medium for the publication of high quality scientific papers. This requires that the papers that are submitted for publication are properly and fairly refereed and edited. This process will maintain the high quality of the presentation of the paper and ensure that the technical content is in line with the accepted norms of scientific integrity.
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