Articles | Volume 23, issue 2
https://doi.org/10.5194/hess-23-989-2019
https://doi.org/10.5194/hess-23-989-2019
Research article
 | 
19 Feb 2019
Research article |  | 19 Feb 2019

A hybrid stochastic rainfall model that reproduces some important rainfall characteristics at hourly to yearly timescales

Jeongha Park, Christian Onof, and Dongkyun Kim

Related authors

Simulating sub-hourly rainfall data for current and future periods using two statistical disaggregation models: case studies from Germany and South Korea
Ivan Vorobevskii, Jeongha Park, Dongkyun Kim, Klemens Barfus, and Rico Kronenberg
Hydrol. Earth Syst. Sci., 28, 391–416, https://doi.org/10.5194/hess-28-391-2024,https://doi.org/10.5194/hess-28-391-2024, 2024
Short summary

Related subject area

Subject: Hydrometeorology | Techniques and Approaches: Stochastic approaches
Simulating sub-hourly rainfall data for current and future periods using two statistical disaggregation models: case studies from Germany and South Korea
Ivan Vorobevskii, Jeongha Park, Dongkyun Kim, Klemens Barfus, and Rico Kronenberg
Hydrol. Earth Syst. Sci., 28, 391–416, https://doi.org/10.5194/hess-28-391-2024,https://doi.org/10.5194/hess-28-391-2024, 2024
Short summary
Synoptic weather patterns conducive to compound extreme rainfall–wave events in the NW Mediterranean
Marc Sanuy, Juan C. Peña, Sotiris Assimenidis, and José A. Jiménez
Hydrol. Earth Syst. Sci., 28, 283–302, https://doi.org/10.5194/hess-28-283-2024,https://doi.org/10.5194/hess-28-283-2024, 2024
Short summary
Exploring the joint probability of precipitation and soil moisture over Europe using copulas
Carmelo Cammalleri, Carlo De Michele, and Andrea Toreti
Hydrol. Earth Syst. Sci., 28, 103–115, https://doi.org/10.5194/hess-28-103-2024,https://doi.org/10.5194/hess-28-103-2024, 2024
Short summary
Water cycle changes in Czechia: a multi-source water budget perspective
Mijael Rodrigo Vargas Godoy, Yannis Markonis, Oldrich Rakovec, Michal Jenicek, Riya Dutta, Rajani Kumar Pradhan, Zuzana Bešťáková, Jan Kyselý, Roman Juras, Simon Michael Papalexiou, and Martin Hanel
Hydrol. Earth Syst. Sci., 28, 1–19, https://doi.org/10.5194/hess-28-1-2024,https://doi.org/10.5194/hess-28-1-2024, 2024
Short summary
A statistical–dynamical approach for probabilistic prediction of sub-seasonal precipitation anomalies over 17 hydroclimatic regions in China
Yuan Li, Kangning Xü, Zhiyong Wu, Zhiwei Zhu, and Quan J. Wang
Hydrol. Earth Syst. Sci., 27, 4187–4203, https://doi.org/10.5194/hess-27-4187-2023,https://doi.org/10.5194/hess-27-4187-2023, 2023
Short summary

Cited articles

Austin, P. M. and Houze Jr., R. A.: Analysis of the structure of precipitation patterns in New England, J. Appl. Meteorol., 11, 926–935, 1972. 
Benoit, L., Allard, D., and Mariethoz, G.: Stochastic Rainfall Modelling at Sub-Kilometer Scale, Water Resour. Res., https://doi.org/10.1029/2018WR022817, 2018. 
Bo, Z., Islam, S., and Eltahir, E.: Aggregation-disaggregation properties of a stochastic rainfall model, Water Resour. Res., 30, 3423–3435, 1994. 
Borgogno, F., D'Odorico, P., Laio, F., and Ridolfi, L.: Effect of rainfall interannual variability on the stability and resilience of dryland plant ecosystems, Water Resour. Res., 43, https://doi.org/10.1029/2006WR005314, 2007. 
Burton, A., Kilsby, C., Fowler, H., Cowpertwait, P., and O'Connell, P.: RainSim: A spatial–temporal stochastic rainfall modelling system, Environ. Modell. Softw., 23, 1356–1369, 2008. 
Download
Short summary
Rainfall data are often unavailable for the analysis of water-related problems such as floods and droughts. In such cases, researchers use rainfall generators to produce synthetic rainfall data. However, data from most rainfall generators can serve only one specific purpose; i.e. one rainfall generator cannot be applied to analyse both floods and droughts. To overcome this issue, we invented a multipurpose rainfall generator that can be applied to analyse most water-related problems.