Articles | Volume 11, issue 3
https://doi.org/10.5194/gmd-11-903-2018
© Author(s) 2018. This work is distributed under
the Creative Commons Attribution 4.0 License.
the Creative Commons Attribution 4.0 License.
https://doi.org/10.5194/gmd-11-903-2018
© Author(s) 2018. This work is distributed under
the Creative Commons Attribution 4.0 License.
the Creative Commons Attribution 4.0 License.
Development and technical paper
| 
09 Mar 2018
Development and technical paper |
| 09 Mar 2018
| 09 Mar 2018
Autocalibration of a one-dimensional hydrodynamic-ecological model (DYRESM 4.0-CAEDYM 3.1) using a Monte Carlo approach: simulations of hypoxic events in a polymictic lake
Liancong Luo
CORRESPONDING AUTHOR
State Key Laboratory of Lake Science and Environment, Nanjing
Institute of Geography and Limnology, Chinese Academy of Sciences, Nanjing,
210008, China
David Hamilton
Australian Rivers Institute, Griffith University, Queensland, Australia
Jia Lan
Chunan Environmental Protection Bureau, Chunan, 311700, Zhejiang
Province, China
Chris McBride
Environmental Research Institute, Waikato University, Hamilton 3240,
New Zealand
Dennis Trolle
Department of Bioscience, Aarhus University, Aarhus 8000, Denmark
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17 citations as recorded by crossref.
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17 citations as recorded by crossref.
- Calibration of a complex hydro-ecological model through Approximate Bayesian Computation and Random Forest combined with sensitivity analysis F. Piccioni et al. 10.1016/j.ecoinf.2022.101764
- Deterministic modelling of freshwater lakes and reservoirs: Current trends and recent progress L. Soares & M. Calijuri 10.1016/j.envsoft.2021.105143
- A novel objective function DYNO for automatic multivariable calibration of 3D lake models W. Xia et al. 10.5194/hess-26-3651-2022
- Water Temperature Simulation in a Tropical Lake in South China H. Gu et al. 10.3390/w13070913
- A Three-Dimensional Coupled Hydrodynamic-Ecological Modeling to Assess the Planktonic Biomass in a Subalpine Lake W. Liu et al. 10.3390/su132212377
- glmGUI v1.0: an R-based graphical user interface and toolbox for GLM (General Lake Model) simulations T. Bueche et al. 10.5194/gmd-13-565-2020
- Long‐term change in metabolism phenology in north temperate lakes R. Ladwig et al. 10.1002/lno.12098
- Predicting ecosystem state changes in shallow lakes using an aquatic ecosystem model: Lake Hinge, Denmark, an example T. Andersen et al. 10.1002/eap.2160
- Long-Term Water Quality Modeling of a Shallow Eutrophic Lagoon with Limited Forcing Data M. Almeida et al. 10.1007/s10666-022-09844-3
- Water quality evolution mechanism modeling and health risk assessment based on stochastic hybrid dynamic systems Z. Zhao et al. 10.1016/j.eswa.2021.116404
- Incorporating carbon sequestration into lake management: A potential perspective on climate change Y. Tian et al. 10.1016/j.scitotenv.2023.164939
- Quantitative Assessment of Water Quality Improvement by Reducing External Loadings at Lake Erhai, Southwest China F. Gong et al. 10.3390/ijerph20065038
- Multi-Year Simulation of Western Lake Erie Hydrodynamics and Biogeochemistry to Evaluate Nutrient Management Scenarios Q. Wang & L. Boegman 10.3390/su13147516
- Characteristics of declining dissolved oxygen concentrations in Lakes Kasumigaura and Kitaura, two shallow polymictic eutrophic lakes in Japan T. Fukushima et al. 10.1111/lre.12294
- Recalibration of a three-dimensional water quality model with a newly developed autocalibration toolkit (EFDC-ACT v1.0.0): how much improvement will be achieved with a wider hydrological variability? C. Zhang & T. Fu 10.5194/gmd-16-4315-2023
- Assessing Lake Response to Extreme Climate Change Using the Coupled MIKE SHE/MIKE 11 Model: Case Study of Lake Zazari in Greece D. Papadimos et al. 10.3390/w14060921
- Simulated impacts of climate change on Lake Simcoe water quality H. Bolkhari et al. 10.1080/20442041.2021.1969190
Latest update: 25 Apr 2024
Short summary
We developed an autocalibration software for the hydrodynamic-ecological lake model DYRESM-CAEDYM with a massive number of water quality parameters, using a Monte Carlo sampling method, in order to reduce time-consuming iterative simulations with empirical judgements and find optimal model parameter set. The successful applications to Lake Rotorua suggest this software is much more efficient than traditional methods and of wide applicability to other water quality models.
We developed an autocalibration software for the hydrodynamic-ecological lake model...
