Image analysis for soil dye tracer infiltration studies

B. T. Widemann, C. Bogner
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引用次数: 5

Abstract

Flow processes in soils are closely related to groundwater quality often affected by human activities. Because hydrological models usually lack explanatory power, direct visualization of flow paths in dye tracer infiltration studies has become a standard tool in soil hydrology. These experiments provide images of dye-stained paths in soils and help evaluating the vulnerability or understanding the general hydrological functioning of a given site. Extracting relevant information demands expertise in hydrology as well as in image analysis and statistics. To our knowledge, no agreed and effective method to analyze large collections of such images exists in the soil hydrology community. In this paper we propose a general framework consisting of index functions and visual tools to support the expert in his/her evaluation of dye tracer infiltration images.
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土壤染料示踪剂渗透研究的图像分析
土壤流动过程与地下水水质密切相关,经常受到人类活动的影响。由于水文模型通常缺乏解释力,因此在染料示踪剂入渗研究中直接可视化流动路径已成为土壤水文学的标准工具。这些实验提供了土壤中染色路径的图像,有助于评估脆弱性或了解给定地点的一般水文功能。提取相关信息需要水文学以及图像分析和统计方面的专业知识。据我们所知,在土壤水文学群落中没有统一的有效方法来分析大量此类图像。在本文中,我们提出了一个由索引函数和可视化工具组成的总体框架,以支持专家对染料示踪剂浸润图像的评估。
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