Analyzing multi-scale hydrodynamic processes in karst with a coupled conceptual modeling and signal decomposition approach

被引:39
作者
Duran, Lea [1 ]
Massei, Nicolas [1 ]
Lecoq, Nicolas [1 ]
Fournier, Matthieu [1 ]
Labat, David [2 ]
机构
[1] Univ Rouen, Dept Geol, Continental & Coastal Morphodynam, UMR CNRS 6143, Mont St Aignan, France
[2] Univ Paul Sabatier, Geosci Environm Toulouse, Toulouse, France
关键词
Karst aquifers; Conceptual reservoir modelling; Time series analysis; Signal decomposition methods; RAINFALL-RUNOFF RELATIONS; WAVELET ANALYSIS; GROUNDWATER RECHARGE; SPECTRAL-ANALYSES; SPRING DISCHARGE; PART I; AQUIFER; CATCHMENT; WATER; VARIABILITY;
D O I
10.1016/j.jhydrol.2020.124625
中图分类号
TU [建筑科学];
学科分类号
0813 ;
摘要
More than 25% of the world's population either lives on or obtains its water from karst aquifers, which makes the understanding of these systems essential for water resources management. However it is often difficult to observe and assess their internal dynamics precisely. In this study we investigated (1) the ability of both conceptual model approach and signal decomposition methods to extract meaningful components from karst spring hydrographs and (2) how a modelled spring discharge acquires its spectral signature through a conceptual reservoirs model. We used the conceptual modeling software KARSTMOD to model the discharge of a small karst spring in Normandy (France). We compared the model internal discharges with natural tracers of the system (conductivity, turbidity) and piezometry. The results suggested that the conceptual model was able to reproduce part of the internal hydrological behavior of the karst system, especially the exchange dynamics between conduits and the surrounding aquifer. We compared the internal flows of the model with wavelet details obtained from multiresolution analysis of the spring discharge. These internal flows appeared strongly correlated to specific consecutive sums of wavelet details. Finally we studied how the modeled discharge at the spring was acquiring its spectral characteristics across the model, using Fourier spectra analysis. Cut-off frequencies visible on the Fourier spectrum of the spring were matching the frequencies obtained with the multiresolution analysis. These results combined illustrate the ability of decomposition methods to reproduce the spectral variations of the different discharges within the model, and likely within the observed karst system.
引用
收藏
页数:16
相关论文
共 83 条
[1]   Climatic and hydrological variations during the last 117-166 years in the south of the Iberian Peninsula, from spectral and correlation analyses and continuous wavelet analyses [J].
Andreo, B ;
Jiménez, P ;
Durán, JJ ;
Carrasco, F ;
Vadillo, I ;
Mangin, A .
JOURNAL OF HYDROLOGY, 2006, 324 (1-4) :24-39
[2]  
[Anonymous], USSR COMPUT MATH MAT
[3]  
Bailly-Comte V., 2009, VERS MODELISATION 2
[4]   Water exchange and pressure transfer between conduits and matrix and their influence on hydrodynamics of two karst aquifers with sinking streams [J].
Bailly-Comte, Vincent ;
Martin, Jonathan B. ;
Jourde, Herve ;
Screaton, Elizabeth J. ;
Pistre, Severin ;
Langston, Abigail .
JOURNAL OF HYDROLOGY, 2010, 386 (1-4) :55-66
[5]   Groundwater management of a highly dynamic karst by assessing baseflow and quickflow with a rainfall-discharge model (Dardennes springs, SE France) [J].
Baudement, Cecile ;
Arfib, Bruno ;
Mazzilli, Naomi ;
Jouves, Johan ;
Lamarque, Thierry ;
Guglielmi, Yves .
BULLETIN DE LA SOCIETE GEOLOGIQUE DE FRANCE, 2017, 188 (06)
[6]  
Bauer S, 2000, IAHS-AISH P, P10
[7]   A manifesto for the equifinality thesis [J].
Beven, K .
JOURNAL OF HYDROLOGY, 2006, 320 (1-2) :18-36
[8]  
Bezes C., 1976, MEMOIRES CENT ETUDES
[9]   Water exchange, mixing and transient storage between a saturated karstic conduit and the surrounding aquifer: Groundwater flow modeling and inputs from stable water isotopes [J].
Binet, S. ;
Joigneaux, E. ;
Pauwels, H. ;
Alberic, P. ;
Flehoc, Ch. ;
Bruand, A. .
JOURNAL OF HYDROLOGY, 2017, 544 :278-289
[10]   Identifying the impact of climate and anthropic pressures on karst aquifers using wavelet analysis [J].
Charlier, Jean-Baptiste ;
Ladouche, Bernard ;
Marechal, Jean-Christophe .
JOURNAL OF HYDROLOGY, 2015, 523 :610-623