Articles | Volume 21, issue 12
https://doi.org/10.5194/hess-21-5971-2017
© Author(s) 2017. This work is distributed under
the Creative Commons Attribution 3.0 License.
the Creative Commons Attribution 3.0 License.
https://doi.org/10.5194/hess-21-5971-2017
© Author(s) 2017. This work is distributed under
the Creative Commons Attribution 3.0 License.
the Creative Commons Attribution 3.0 License.
Research article
| 
30 Nov 2017
Research article |
| 30 Nov 2017
On the value of water quality data and informative flow states in karst modelling
Andreas Hartmann
CORRESPONDING AUTHOR
Faculty of Environment and Natural Resources, University of Freiburg,
Freiburg, Germany
Department of Civil Engineering, University of Bristol, Bristol, UK
Juan Antonio Barberá
Department of Geology and Centre of Hydrogeology, University of
Malaga (CEHIUMA), Malaga 29071, Spain
Bartolomé Andreo
Department of Geology and Centre of Hydrogeology, University of
Malaga (CEHIUMA), Malaga 29071, Spain
Viewed
Total article views: 2,805 (including HTML, PDF, and XML)
Cumulative views and downloads
(calculated since 10 May 2017)
| HTML | XML | Total | BibTeX | EndNote | |
|---|---|---|---|---|---|
| 1,877 | 863 | 65 | 2,805 | 45 | 57 |
- HTML: 1,877
- PDF: 863
- XML: 65
- Total: 2,805
- BibTeX: 45
- EndNote: 57
Total article views: 1,793 (including HTML, PDF, and XML)
Cumulative views and downloads
(calculated since 30 Nov 2017)
| HTML | XML | Total | BibTeX | EndNote | |
|---|---|---|---|---|---|
| 1,187 | 561 | 45 | 1,793 | 34 | 31 |
- HTML: 1,187
- PDF: 561
- XML: 45
- Total: 1,793
- BibTeX: 34
- EndNote: 31
Total article views: 1,012 (including HTML, PDF, and XML)
Cumulative views and downloads
(calculated since 10 May 2017)
| HTML | XML | Total | BibTeX | EndNote | |
|---|---|---|---|---|---|
| 690 | 302 | 20 | 1,012 | 11 | 26 |
- HTML: 690
- PDF: 302
- XML: 20
- Total: 1,012
- BibTeX: 11
- EndNote: 26
Viewed (geographical distribution)
Total article views: 2,805 (including HTML, PDF, and XML)
Thereof 2,706 with geography defined
and 99 with unknown origin.
Total article views: 1,793 (including HTML, PDF, and XML)
Thereof 1,712 with geography defined
and 81 with unknown origin.
Total article views: 1,012 (including HTML, PDF, and XML)
Thereof 994 with geography defined
and 18 with unknown origin.
| Country | # | Views | % |
|---|
| Country | # | Views | % |
|---|
| Country | # | Views | % |
|---|
| Total: | 0 |
| HTML: | 0 |
| PDF: | 0 |
| XML: | 0 |
- 1
1
| Total: | 0 |
| HTML: | 0 |
| PDF: | 0 |
| XML: | 0 |
- 1
1
| Total: | 0 |
| HTML: | 0 |
| PDF: | 0 |
| XML: | 0 |
- 1
1
Cited
19 citations as recorded by crossref.
- A GIS-based model for simulating the hydrological effects of land use changes on karst systems – The integration of the LuKARS model into FREEWAT D. Bittner et al. 10.1016/j.envsoft.2020.104682
- What is the best time to take stream isotope samples for event-based model calibration? L. Wang et al. 10.1016/j.jhydrol.2019.123950
- Disparate Seasonal Nitrate Export From Nested Heterogeneous Subcatchments Revealed With StorAge Selection Functions T. Nguyen et al. 10.1029/2021WR030797
- Storage dynamics, hydrological connectivity and flux ages in a karst catchment: conceptual modelling using stable isotopes Z. Zhang et al. 10.5194/hess-23-51-2019
- A soil moisture monitoring network to characterize karstic recharge and evapotranspiration at five representative sites across the globe R. Berthelin et al. 10.5194/gi-9-11-2020
- Bayesian Calibration and Sensitivity Analysis for a Karst Aquifer Model Using Active Subspaces M. Teixeira Parente et al. 10.1029/2019WR024739
- Hydrogeology of the Sterkfontein Cave System, Cradle of Humankind, South Africa P. Hobbs & N. de Meillon 10.25131/gssajg.120.3.403
- Information‐Based Machine Learning for Tracer Signature Prediction in Karstic Environments B. Mewes et al. 10.1029/2018WR024558
- Identifying More Realistic Model Structures by Electrical Conductivity Observations of the Karst Spring Y. Chang et al. 10.1029/2020WR028587
- Can Karst Conduit Models Be Calibrated? A Dual Approach Using Dye Tracing and Temperature J. Berglund et al. 10.1111/gwat.12988
- Impact of historic and future climate on spring recharge and discharge based on an integrated numerical modelling approach: Application on a snow-governed semi-arid karst catchment area J. Doummar et al. 10.1016/j.jhydrol.2018.08.062
- Identifying relevant hydrological and catchment properties in active subspaces: An inference study of a lumped karst aquifer model D. Bittner et al. 10.1016/j.advwatres.2019.103472
- Temporal Scale‐Dependent Sensitivity Analysis for Hydrological Model Parameters Using the Discrete Wavelet Transform and Active Subspaces D. Bittner et al. 10.1029/2020WR028511
- Modeling interbasin groundwater flow in karst areas: Model development, application, and calibration strategy V. Nguyen et al. 10.1016/j.envsoft.2019.104606
- What has Global Sensitivity Analysis ever done for us? A systematic review to support scientific advancement and to inform policy-making in earth system modelling T. Wagener & F. Pianosi 10.1016/j.earscirev.2019.04.006
- Hydrological Modeling of the Effect of the Transition From Flood to Drip Irrigation on Groundwater Recharge Using Multi‐Objective Calibration S. Pool et al. 10.1029/2021WR029677
- Characterization, modeling, and remediation of karst in a changing environment Z. Xu et al. 10.1007/s12665-018-7660-7
- Nitrate Pathways, Processes, and Timing in an Agricultural Karst System: Development and Application of a Numerical Model A. Husic et al. 10.1029/2018WR023703
- Effect of Observation Errors on the Timing of the Most Informative Isotope Samples for Event-Based Model Calibration L. Wang et al. 10.3390/hydrology5010004
18 citations as recorded by crossref.
- A GIS-based model for simulating the hydrological effects of land use changes on karst systems – The integration of the LuKARS model into FREEWAT D. Bittner et al. 10.1016/j.envsoft.2020.104682
- What is the best time to take stream isotope samples for event-based model calibration? L. Wang et al. 10.1016/j.jhydrol.2019.123950
- Disparate Seasonal Nitrate Export From Nested Heterogeneous Subcatchments Revealed With StorAge Selection Functions T. Nguyen et al. 10.1029/2021WR030797
- Storage dynamics, hydrological connectivity and flux ages in a karst catchment: conceptual modelling using stable isotopes Z. Zhang et al. 10.5194/hess-23-51-2019
- A soil moisture monitoring network to characterize karstic recharge and evapotranspiration at five representative sites across the globe R. Berthelin et al. 10.5194/gi-9-11-2020
- Bayesian Calibration and Sensitivity Analysis for a Karst Aquifer Model Using Active Subspaces M. Teixeira Parente et al. 10.1029/2019WR024739
- Hydrogeology of the Sterkfontein Cave System, Cradle of Humankind, South Africa P. Hobbs & N. de Meillon 10.25131/gssajg.120.3.403
- Information‐Based Machine Learning for Tracer Signature Prediction in Karstic Environments B. Mewes et al. 10.1029/2018WR024558
- Identifying More Realistic Model Structures by Electrical Conductivity Observations of the Karst Spring Y. Chang et al. 10.1029/2020WR028587
- Can Karst Conduit Models Be Calibrated? A Dual Approach Using Dye Tracing and Temperature J. Berglund et al. 10.1111/gwat.12988
- Impact of historic and future climate on spring recharge and discharge based on an integrated numerical modelling approach: Application on a snow-governed semi-arid karst catchment area J. Doummar et al. 10.1016/j.jhydrol.2018.08.062
- Identifying relevant hydrological and catchment properties in active subspaces: An inference study of a lumped karst aquifer model D. Bittner et al. 10.1016/j.advwatres.2019.103472
- Temporal Scale‐Dependent Sensitivity Analysis for Hydrological Model Parameters Using the Discrete Wavelet Transform and Active Subspaces D. Bittner et al. 10.1029/2020WR028511
- Modeling interbasin groundwater flow in karst areas: Model development, application, and calibration strategy V. Nguyen et al. 10.1016/j.envsoft.2019.104606
- What has Global Sensitivity Analysis ever done for us? A systematic review to support scientific advancement and to inform policy-making in earth system modelling T. Wagener & F. Pianosi 10.1016/j.earscirev.2019.04.006
- Hydrological Modeling of the Effect of the Transition From Flood to Drip Irrigation on Groundwater Recharge Using Multi‐Objective Calibration S. Pool et al. 10.1029/2021WR029677
- Characterization, modeling, and remediation of karst in a changing environment Z. Xu et al. 10.1007/s12665-018-7660-7
- Nitrate Pathways, Processes, and Timing in an Agricultural Karst System: Development and Application of a Numerical Model A. Husic et al. 10.1029/2018WR023703
Latest update: 20 Mar 2023
Short summary
In karst modeling, there is often an imbalance between the complexity of model structures and the data availability for parameterization. We present a new approach to quantify the value of water quality data for improved karst model parameterization. We show that focusing on “informative” time periods, which are time periods with decreased observation uncertainty, allows for further reduction of simulation uncertainty. Our approach is transferable to other sites with limited data availability.
In karst modeling, there is often an imbalance between the complexity of model structures and...
