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Parameterisation of an integrated groundwater-surface water model for hydrological analysis of boreal aapa mire wetlands
- Source :
- Journal of Hydrology. 575:175-191
- Publication Year :
- 2019
- Publisher :
- Elsevier BV, 2019.
-
Abstract
- Hydrological connections between aquifers and boreal mires need to be better understood for protection of this type of wetland. Three-dimensional (3D) models have so far been sparsely used for such systems. This study investigated the effect of parameterisation with global sensitivity analysis on groundwater-surface water (GW-SW) interactions in a boreal esker-aapa mire system. Sensitivity analysis by the elementary effect (Morris) method was applied to a 3D steady-state hydrological model built with the fully-integrated HydroGeoSphere code. Parameter sensitivity with respect to various model outputs was explored, providing comprehensive insights into the most hydrologically relevant parameters. The results indicated that depending on model outputs the most influential model parameters varied. They also revealed existence of feedback in terms of interdependence of parameters between the esker aquifer and surrounding aapa mires. The properties of the mire (or peatland) landscape affected groundwater levels in the unconfined aquifer and, conversely, esker-mire interactions depended on esker hydraulic characteristics. This implies that accurate representation of both systems is required and that reliable determination of GW-SW interactions may be impeded by parameter interactions. In this study, the van Genuchten functions were used to represent hydraulic properties of unsaturated flow domain and the results revealed that formal sensitivity analysis methods based on random sampling might not be appropriate for evaluating parametric sensitivity. If the van Genuchten parameters ranges are large, randomly sampled values may not always produce physically realistic water retention characteristics. Overall, our results demonstrate that the computationally efficient elementary effect method is a suitable tool for investigating the parametric sensitivity of integrated models, enhancing modelling of boreal groundwater-dependent ecosystems.
- Subjects :
- geography
geography.geographical_feature_category
010504 meteorology & atmospheric sciences
Groundwater-dependent ecosystems
Fully-integrated model
0207 environmental engineering
Soil science
Aquifer
Groundwater-surface water interaction
02 engineering and technology
Morris method
01 natural sciences
Global sensitivity analysis
Mire
Environmental science
Sensitivity (control systems)
020701 environmental engineering
Surface water
Groundwater
0105 earth and related environmental sciences
Water Science and Technology
Parametric statistics
Subjects
Details
- ISSN :
- 00221694
- Volume :
- 575
- Database :
- OpenAIRE
- Journal :
- Journal of Hydrology
- Accession number :
- edsair.doi.dedup.....4dd935eb280c3c0f398d48b423a44dd8
- Full Text :
- https://doi.org/10.1016/j.jhydrol.2019.04.094