globalchange  > 气候变化事实与影响
DOI: 10.5194/hess-22-203-2018
Scopus记录号: 2-s2.0-85040561816
论文题名:
Regional analysis of parameter sensitivity for simulation of streamflow and hydrological fingerprints
作者: Höllering S; , Wienhöfer J; , Ihringer J; , Samaniego L; , Zehe E
刊名: Hydrology and Earth System Sciences
ISSN: 10275606
出版年: 2018
卷: 22, 期:1
起始页码: 203
结束页码: 220
语种: 英语
Scopus关键词: Catchments ; Hydrology ; Regional planning ; Runoff ; Soil moisture ; Stream flow ; Global sensitivity analysis ; Methodological approach ; Multi-level analysis ; Parameter influences ; Parameter sensitivities ; Response characteristic ; Soil moisture dynamics ; Spatially distributed hydrological model ; Sensitivity analysis ; calibration ; catchment ; headwater ; hydrological modeling ; parameterization ; regional climate ; river basin ; sensitivity analysis ; spatiotemporal analysis ; streamflow ; Germany ; North Rhine-Westphalia ; Ruhr Basin
英文摘要: Diagnostics of hydrological models are pivotal for a better understanding of catchment functioning, and the analysis of dominating model parameters plays a key role for region-specific calibration or parameter transfer. A major challenge in the analysis of parameter sensitivity is the assessment of both temporal and spatial differences of parameter influences on simulated streamflow response. We present a methodological approach for global sensitivity analysis of hydrological models. The multilevel approach is geared towards complementary forms of streamflow response targets, and combines sensitivity analysis directed to hydrological fingerprints, i.e. temporally independent and temporally aggregated characteristics of streamflow (INDPAS), with the conventional analysis of the temporal dynamics of parameter sensitivity (TEDPAS).

The approach was tested in 14 mesoscale headwater catchments of the Ruhr River in western Germany using simulations with the spatially distributed hydrological model mHM. The multilevel analysis with diverse response characteristics allowed us to pinpoint parameter sensitivity patterns much more clearly as compared to using TEDPAS alone. It was not only possible to identify two dominating parameters, for soil moisture dynamics and evapotranspiration, but we could also disentangle the role of these and other parameters with reference to different streamflow characteristics. The combination of TEDPAS and INDPAS further allowed us to detect regional differences in parameter sensitivity and in simulated hydrological functioning, despite the rather small differences in the hydroclimatic and topographic setting of the Ruhr headwaters. © 2017 Author.
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资源类型: 期刊论文
标识符: http://119.78.100.158/handle/2HF3EXSE/79431
Appears in Collections:气候变化事实与影响

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作者单位: Karlsruhe Institute of Technology, Karlsruhe, Germany; Helmholtz Centre for Environmental Research, Leipzig, Germany

Recommended Citation:
Höllering S,, Wienhöfer J,, Ihringer J,et al. Regional analysis of parameter sensitivity for simulation of streamflow and hydrological fingerprints[J]. Hydrology and Earth System Sciences,2018-01-01,22(1)
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