GSTDTAP  > 资源环境科学
DOI10.1029/2018WR022857
Local and Global Sensitivity Analysis of Cr (VI) Geogenic Leakage Under Uncertain Environmental Conditions
Ceriotti, G.1; Guadagnini, L.1; Porta, G.1; Guadagnini, A.1,2
2018-08-01
发表期刊WATER RESOURCES RESEARCH
ISSN0043-1397
EISSN1944-7973
出版年2018
卷号54期号:8页码:5785-5802
文章类型Article
语种英语
国家Italy; USA
英文摘要

We focus on the joint application of local and global sensitivity analyses to characterize propagation of model parameter uncertainties to outputs of subsurface water geochemical models. The latter typically involve uncertain inputs, including environmental conditions, mineral rock composition, and flow/transport features. In this context, implementation of sensitivity analysis techniques enables us to grasp the relative role of each model input. Here we focus on the application of several sensitivity approaches to the assessment of Cr (VI) geogenic leakage due to water-rock interactions. We specifically target the impact of uncertain environmental conditions on the chemical composition of spring waters following water transfer through a host rock system with given mineral composition. We employ a reaction path modeling approach and represent uncertainties of environmental conditions through three parameters, that is, oxygen fugacity (f(O2)), CO2 fugacity (f(CO2)), and temperature, which we consider as random quantities. We consider three diverse methodologies, that is, (a) the Scatter Plots sensitivity analysis, (b) the Distributed Evaluation of Local Sensitivity Analysis, and (c) a moment-based global sensitivity analysis. Our results suggest that (a) the relative importance of a given model parameter in driving the uncertainty of the spring water composition may display remarkable variations across the sampled parameter space and (b) parameter ranking through sensitivity metrics for geochemical applications in subsurface water resources requires a joint assessment of local and global sensitivity.


英文关键词hexavalent chromium sensitivity analysis ophiolitic rocks uncertainty quantification reaction path modeling spring water quality
领域资源环境
收录类别SCI-E
WOS记录号WOS:000445451800035
WOS关键词PROCESSES INVOLVING MINERALS ; PRESENT-DAY SERPENTINIZATION ; POLYNOMIAL CHAOS EXPANSION ; HEXAVALENT CHROMIUM ; IRREVERSIBLE REACTIONS ; AQUEOUS-SOLUTIONS ; DRINKING-WATER ; MASS-TRANSFER ; HIGH-PH ; GEOCHEMISTRY
WOS类目Environmental Sciences ; Limnology ; Water Resources
WOS研究方向Environmental Sciences & Ecology ; Marine & Freshwater Biology ; Water Resources
引用统计
文献类型期刊论文
条目标识符http://119.78.100.173/C666/handle/2XK7JSWQ/21446
专题资源环境科学
作者单位1.Politecn Milan, Dept Civil & Environm Engn, Milan, Italy;
2.Univ Arizona, Dept Hydrol & Atmospher Sci, Tucson, AZ USA
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Ceriotti, G.,Guadagnini, L.,Porta, G.,et al. Local and Global Sensitivity Analysis of Cr (VI) Geogenic Leakage Under Uncertain Environmental Conditions[J]. WATER RESOURCES RESEARCH,2018,54(8):5785-5802.
APA Ceriotti, G.,Guadagnini, L.,Porta, G.,&Guadagnini, A..(2018).Local and Global Sensitivity Analysis of Cr (VI) Geogenic Leakage Under Uncertain Environmental Conditions.WATER RESOURCES RESEARCH,54(8),5785-5802.
MLA Ceriotti, G.,et al."Local and Global Sensitivity Analysis of Cr (VI) Geogenic Leakage Under Uncertain Environmental Conditions".WATER RESOURCES RESEARCH 54.8(2018):5785-5802.
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