Multivariable 3D Geovisualization of Historic and Contemporary Lead Sediment Contamination in Lake Erie

K. Forsythe, D. Ford, C. Marvin, R. Shaker, Michael W. MacDonald, R. Wilkinson
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Abstract

Lead sediment contamination in Lake Erie stems from a long history of natural and synthetic resource production. Sediment samples with variable sampling densities were collected by the Canada Centre for Inland Waters in 1971, 1997/1998, and 2014. The kriging interpolation method was used to create continuous sediment contamination surfaces for time/space comparisons. Change detection analyses identified an overall decreasing trend in high lead pollution levels from 1971 to 2014, while sediments with the lowest concentrations increased in surface area. Lake-wide circulation patterns and bathymetric data were added to interpolated contamination surfaces to enhance the understanding of interrelated hydrodynamic processes and geophysical features in the movement of contaminated sediments. Utilizing visualization tools in Esri’s ArcScene, bathymetric data were employed to enhance the geographic context of contamination maps. The physical barriers to sediment transportation created by bathymetric features can be visualized in three-dimensions. Elevated features between lake basins are easily recognized as impedances to lake currents when circulation directions are draped over the bathymetric model. By using illumination tools and techniques, geovisualizations of lead sediment contamination throughout Lake Erie create a scientific communication tool for a wide audience to use in multiple-criteria decision making for environmental remediation of sediment contamination.
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伊利湖历史和当代铅沉积物污染的多变量三维地理可视化
伊利湖的铅沉积物污染源于长期的自然和人工资源生产。加拿大内陆水域中心于1971年、1997/1998年和2014年收集了不同采样密度的沉积物样本。采用克里格插值法建立连续的沉积物污染面进行时间/空间比较。变化检测分析发现,从1971年到2014年,高铅污染水平总体呈下降趋势,而最低浓度的沉积物表面积增加。将全湖环流模式和水深数据添加到插值的污染面中,以增强对污染沉积物运动中相互关联的水动力过程和地球物理特征的理解。利用Esri的ArcScene可视化工具,水深数据被用来增强污染地图的地理背景。由水深特征造成的泥沙运输的物理障碍可以在三维中可视化。当环流方向覆盖在水深模型上时,湖盆之间的高架特征很容易被识别为湖流的阻抗。通过使用照明工具和技术,整个伊利湖铅沉积物污染的地理可视化为广大受众提供了一种科学交流工具,用于沉积物污染环境修复的多标准决策。
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