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Hydrology and Earth System Sciences An interactive open-access journal of the European Geosciences Union
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HESS | Articles | Volume 24, issue 2
Hydrol. Earth Syst. Sci., 24, 595–614, 2020
https://doi.org/10.5194/hess-24-595-2020
© Author(s) 2020. This work is distributed under
the Creative Commons Attribution 4.0 License.
Hydrol. Earth Syst. Sci., 24, 595–614, 2020
https://doi.org/10.5194/hess-24-595-2020
© Author(s) 2020. This work is distributed under
the Creative Commons Attribution 4.0 License.

Research article 12 Feb 2020

Research article | 12 Feb 2020

Application of logistic regression to simulate the influence of rainfall genesis on storm overflow operations: a probabilistic approach

Bartosz Szeląg et al.

Related subject area

Subject: Urban Hydrology | Techniques and Approaches: Mathematical applications
Singularity-sensitive gauge-based radar rainfall adjustment methods for urban hydrological applications
L.-P. Wang, S. Ochoa-Rodríguez, C. Onof, and P. Willems
Hydrol. Earth Syst. Sci., 19, 4001–4021, https://doi.org/10.5194/hess-19-4001-2015,https://doi.org/10.5194/hess-19-4001-2015, 2015
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Cited articles

Abushandi, E. and Merkel, B.: Rainfall estimation over the Wadi Dhuliel arid catchment, Jordan from GSMaP_MVK+, Hydrol. Earth Syst. Sci. Discuss., 8, 1665–1704, https://doi.org/10.5194/hessd-8-1665-2011, 2011. 
Adams, B. J. and Papa, F.: Urban Stormwater Management Planning with Analytical Probabilistic Models, John Wiley & Sons, Chichester, UK, 2000. 
Alhammoud, B., Claud, C., Funatsu, B. M., Beranger, K., and Chaboureau, J. P.: Patterns of Precipitation and Convection Occurrence over the Mediterranean Basin Derived from a Decade of Microwave Satellite Observations, Atmosphere, 5, 370–398, https://doi.org/10.3390/atmos5020370, 2014. 
Andrés-Doménech, I., Múnera, J. C., Francés, F., and Marco, J. B.: Coupling urban event-based and catchment continuous modelling for combined sewer overflow river impact assessment, Hydrol. Earth Syst. Sci., 14, 2057–2072, https://doi.org/10.5194/hess-14-2057-2010, 2010. 
Bacchi, B., Balistrocchi, M., and Grossi, G.: Proposal of a semiprobabilistic approach for storage facility design, Urban Water J., 5, 195–208, https://doi.org/10.1080/15730620801980723, 2008. 
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A method for linking releases of a storm overflow with the precipitation-forming mechanism, depending on air circulation, was presented. The logit model was used to simulate overflow releases, and a rainfall generator accounting for a forming mechanism was used for forecasting. It was found that the logit model is universal and can be applied to a catchment with diverse geographical characteristics and that the precipitation-forming mechanism has an impact on the operation of the storm overflow.
A method for linking releases of a storm overflow with the precipitation-forming mechanism,...
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