Articles | Volume 26, issue 13
https://doi.org/10.5194/hess-26-3651-2022
https://doi.org/10.5194/hess-26-3651-2022
Research article
 | 
14 Jul 2022
Research article |  | 14 Jul 2022

A novel objective function DYNO for automatic multivariable calibration of 3D lake models

Wei Xia, Taimoor Akhtar, and Christine A. Shoemaker

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Cited articles

Akhtar, T. and Shoemaker, C. A.: Multi objective optimization of computationally expensive multi-modal functions with RBF surrogates and multi-rule selection, J. Global Optimiz., 64, 17–32, 2016. 
Afshar, A., Kazemi, H., and Saadatpour, M.: Particle swarm optimization for automatic calibration of large scale water quality model (CE-QUAL-W2): Application to Karkheh Reservoir, Iran, Water Resour. Manage., 25, 2613–2632, 2011. 
Afshar, A., Shojaei, N., and Sagharjooghifarahani, M.: Multiobjective calibration of reservoir water quality modeling using multiobjective particle swarm optimization (MOPSO), Water Resour. Manage., 27, 1931–1947, 2013. 
Alfonso, L., Jonoski, A., and Solomatine, D.: Multiobjective optimization of operational responses for contaminant flushing in water distribution networks, J. Water Resour. Pl. Manage., 136, 48–58, 2010. 
Amadori, M., Giovannini, L., Toffolon, M., Piccolroaz, S., Zardi, D., Bresciani, M., Giardino, C., Luciani, G., Kliphuis, M., and van Haren, H.: Multi-scale evaluation of a 3D lake model forced by an atmospheric model against standard monitoring data, Environ. Model. Softw., 139, 105017, https://doi.org/10.1016/j.envsoft.2021.105017, 2021. 
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The common practice of calibrating lake hydrodynamic models only to temperature data is shown to be unable to reproduce the flow dynamics well. We proposed a new dynamically normalized objective function (DYNO) for multivariable calibration to be used with parallel or serial optimization methods. DYNO is successfully applied to simultaneously calibrate the temperature and velocity of a 3-dimensional tropical lake model.