Articles | Volume 11, issue 3
https://doi.org/10.5194/gmd-11-903-2018
https://doi.org/10.5194/gmd-11-903-2018
Development and technical paper
 | 
09 Mar 2018
Development and technical paper |  | 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, David Hamilton, Jia Lan, Chris McBride, and Dennis Trolle

Related authors

Are maps of nitrate reduction in groundwater altered by climate and land use changes?
Ida Karlsson Seidenfaden, Torben Obel Sonnenborg, Jens Christian Refsgaard, Christen Duus Børgesen, Jørgen Eivind Olesen, and Dennis Trolle
Hydrol. Earth Syst. Sci., 26, 955–973, https://doi.org/10.5194/hess-26-955-2022,https://doi.org/10.5194/hess-26-955-2022, 2022
Short summary
Comparing SWAT with SWAT-MODFLOW hydrological simulations when assessing the impacts of groundwater abstractions for irrigation and drinking water
Wei Liu, Seonggyu Park, Ryan T. Bailey, Eugenio Molina-Navarro, Hans Estrup Andersen, Hans Thodsen, Anders Nielsen, Erik Jeppesen, Jacob Skødt Jensen, Jacob Birk Jensen, and Dennis Trolle
Hydrol. Earth Syst. Sci. Discuss., https://doi.org/10.5194/hess-2019-232,https://doi.org/10.5194/hess-2019-232, 2019
Manuscript not accepted for further review
Short summary
A General Lake Model (GLM 3.0) for linking with high-frequency sensor data from the Global Lake Ecological Observatory Network (GLEON)
Matthew R. Hipsey, Louise C. Bruce, Casper Boon, Brendan Busch, Cayelan C. Carey, David P. Hamilton, Paul C. Hanson, Jordan S. Read, Eduardo de Sousa, Michael Weber, and Luke A. Winslow
Geosci. Model Dev., 12, 473–523, https://doi.org/10.5194/gmd-12-473-2019,https://doi.org/10.5194/gmd-12-473-2019, 2019
Short summary
FABM-PCLake – linking aquatic ecology with hydrodynamics
Fenjuan Hu, Karsten Bolding, Jorn Bruggeman, Erik Jeppesen, Morgens R. Flindt, Luuk van Gerven, Jan H. Janse, Annette B. G. Janssen, Jan J. Kuiper, Wolf M. Mooij, and Dennis Trolle
Geosci. Model Dev., 9, 2271–2278, https://doi.org/10.5194/gmd-9-2271-2016,https://doi.org/10.5194/gmd-9-2271-2016, 2016
Short summary
Comment on "Using groundwater age and hydrochemistry to understand sources and dynamics of nutrient contamination through the catchment into Lake Rotorua, New Zealand" by Morgenstern et al. (2015)
Jonathan M. Abell, David P. Hamilton, and Christopher G. McBride
Hydrol. Earth Syst. Sci., 20, 2395–2401, https://doi.org/10.5194/hess-20-2395-2016,https://doi.org/10.5194/hess-20-2395-2016, 2016
Short summary

Related subject area

Biogeosciences
Implementing the iCORAL (version 1.0) coral reef CaCO3 production module in the iLOVECLIM climate model
Nathaelle Bouttes, Lester Kwiatkowski, Manon Berger, Victor Brovkin, and Guy Munhoven
Geosci. Model Dev., 17, 6513–6528, https://doi.org/10.5194/gmd-17-6513-2024,https://doi.org/10.5194/gmd-17-6513-2024, 2024
Short summary
Assimilation of carbonyl sulfide (COS) fluxes within the adjoint-based data assimilation system – Nanjing University Carbon Assimilation System (NUCAS v1.0)
Huajie Zhu, Mousong Wu, Fei Jiang, Michael Vossbeck, Thomas Kaminski, Xiuli Xing, Jun Wang, Weimin Ju, and Jing M. Chen
Geosci. Model Dev., 17, 6337–6363, https://doi.org/10.5194/gmd-17-6337-2024,https://doi.org/10.5194/gmd-17-6337-2024, 2024
Short summary
Quantifying the role of ozone-caused damage to vegetation in the Earth system: a new parameterization scheme for photosynthetic and stomatal responses
Fang Li, Zhimin Zhou, Samuel Levis, Stephen Sitch, Felicity Hayes, Zhaozhong Feng, Peter B. Reich, Zhiyi Zhao, and Yanqing Zhou
Geosci. Model Dev., 17, 6173–6193, https://doi.org/10.5194/gmd-17-6173-2024,https://doi.org/10.5194/gmd-17-6173-2024, 2024
Short summary
Radiocarbon analysis reveals underestimation of soil organic carbon persistence in new-generation soil models
Alexander S. Brunmayr, Frank Hagedorn, Margaux Moreno Duborgel, Luisa I. Minich, and Heather D. Graven
Geosci. Model Dev., 17, 5961–5985, https://doi.org/10.5194/gmd-17-5961-2024,https://doi.org/10.5194/gmd-17-5961-2024, 2024
Short summary
Exploring the potential of history matching for land surface model calibration
Nina Raoult, Simon Beylat, James M. Salter, Frédéric Hourdin, Vladislav Bastrikov, Catherine Ottlé, and Philippe Peylin
Geosci. Model Dev., 17, 5779–5801, https://doi.org/10.5194/gmd-17-5779-2024,https://doi.org/10.5194/gmd-17-5779-2024, 2024
Short summary

Cited articles

Alarcon, V. J., Johnson, D., McAnally, W. H., van der Zwagg, J., Irby, D., and Cartwright, J.: Nested hydrodynamic modelling of a coastal river applying dynamic-coupling, Water Resour. Manag., 28, 3227–3240, 2014. 
Antenucci, J. P., Alexander, R., Romero, J. R., and Imberger, J.: Management stategies for eutrophic water supply reservior–San Roque, Argentina, Water Sci. Technol., 47, 149–155, 2003. 
Arhonditsis, G. B., Adams-VanHarn, B. A., Nielsen, L., Stow, C. A., and Reckhow, K. H.: Evaluation of the current state of mechanistic aquatic biogeochemical modeling: citation analysis and future perspectives, Environ. Sci. Technol., 40, 6547–6554, 2006. 
Asaeda, T., Pham, H. S., Nimal Priyantha, D. G., Manatunge, J., and Hocking, G. C.: Control of algal blooms in reservoirs with a curtain: a numerical analysis, Ecol. Eng., 16, 395–404, 2001. 
Bergin, M. S. and Milford, J. B.: Application of Bayesian Monte Carlo analysis to a Lagrangian photochemical air quality model, Atmos. Environ., 34, 781–792, 2000. 
Download
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.