Articles | Volume 14, issue 9
https://doi.org/10.5194/nhess-14-2531-2014
https://doi.org/10.5194/nhess-14-2531-2014
Research article
 | 
24 Sep 2014
Research article |  | 24 Sep 2014

Decision-tree analysis of factors influencing rainfall-related building structure and content damage

M. H. Spekkers, M. Kok, F. H. L. R. Clemens, and J. A. E. ten Veldhuis

Related authors

A comparative survey of the impacts of extreme rainfall in two international case studies
Matthieu Spekkers, Viktor Rözer, Annegret Thieken, Marie-Claire ten Veldhuis, and Heidi Kreibich
Nat. Hazards Earth Syst. Sci., 17, 1337–1355, https://doi.org/10.5194/nhess-17-1337-2017,https://doi.org/10.5194/nhess-17-1337-2017, 2017
On the occurrence of rainstorm damage based on home insurance and weather data
M. H. Spekkers, F. H. L. R. Clemens, and J. A. E. ten Veldhuis
Nat. Hazards Earth Syst. Sci., 15, 261–272, https://doi.org/10.5194/nhess-15-261-2015,https://doi.org/10.5194/nhess-15-261-2015, 2015
A statistical analysis of insurance damage claims related to rainfall extremes
M. H. Spekkers, M. Kok, F. H. L. R. Clemens, and J. A. E. ten Veldhuis
Hydrol. Earth Syst. Sci., 17, 913–922, https://doi.org/10.5194/hess-17-913-2013,https://doi.org/10.5194/hess-17-913-2013, 2013

Related subject area

Hydrological Hazards
Impact of drought hazards on flow regimes in anthropogenically impacted streams: an isotopic perspective on climate stress
Maria Magdalena Warter, Dörthe Tetzlaff, Christian Marx, and Chris Soulsby
Nat. Hazards Earth Syst. Sci., 24, 3907–3924, https://doi.org/10.5194/nhess-24-3907-2024,https://doi.org/10.5194/nhess-24-3907-2024, 2024
Short summary
The effect of wildfires on flood risk: a multi-hazard flood risk approach for the Ebro River basin, Spain
Samuel Jonson Sutanto, Matthijs Janssen, Mariana Madruga de Brito, and Maria del Pozo Garcia
Nat. Hazards Earth Syst. Sci., 24, 3703–3721, https://doi.org/10.5194/nhess-24-3703-2024,https://doi.org/10.5194/nhess-24-3703-2024, 2024
Short summary
Modelling hazards impacting the flow regime in the Hranice Karst due to the proposed Skalička Dam
Miroslav Spano and Jaromir Riha
Nat. Hazards Earth Syst. Sci., 24, 3683–3701, https://doi.org/10.5194/nhess-24-3683-2024,https://doi.org/10.5194/nhess-24-3683-2024, 2024
Short summary
Spatiotemporal variability of flash floods and their human impacts in the Czech Republic during the 2001–2023 period
Rudolf Brázdil, Dominika Faturová, Monika Šulc Michalková, Jan Řehoř, Martin Caletka, and Pavel Zahradníček
Nat. Hazards Earth Syst. Sci., 24, 3663–3682, https://doi.org/10.5194/nhess-24-3663-2024,https://doi.org/10.5194/nhess-24-3663-2024, 2024
Short summary
Risk of compound flooding substantially increases in the future Mekong River delta
Melissa Wood, Ivan D. Haigh, Quan Quan Le, Hung Nghia Nguyen, Hoang Ba Tran, Stephen E. Darby, Robert Marsh, Nikolaos Skliris, and Joël J.-M. Hirschi
Nat. Hazards Earth Syst. Sci., 24, 3627–3649, https://doi.org/10.5194/nhess-24-3627-2024,https://doi.org/10.5194/nhess-24-3627-2024, 2024
Short summary

Cited articles

André, C., Monfort, D., Bouzit, M., and Vinchon, C.: Contribution of insurance data to cost assessment of coastal flood damage to residential buildings: insights gained from Johanna (2008) and Xynthia (2010) storm events, Nat. Hazards Earth Syst. Sci., 13, 2003–2012, https://doi.org/10.5194/nhess-13-2003-2013, 2013.
Blanc, J., Hall, J., Roche, N., Dawson, R., Cesses, Y., Burton, A., and Kilsby, C.: Enhanced efficiency of pluvial flood risk estimation in urban areas using spatial-temporal rainfall simulations, J. Flood Risk Manage., 5, 143–152, https://doi.org/10.1111/j.1753-318X.2012.01135.x, 2012.
Borisov, A.: Zero-inflated boosted ensembles for rare event counts, in: Advances in Intelligent Data Analysis VIII: 8th International Symposium on Intelligent Data Analysis, 227–228, Springer, Lyon, France, 2009.
Breiman, L., Friedman, J., Olshen, R., and Stone, C.: Classification and Regression Trees, Wadsworth, Belmont, California, 1984.
Cheng, C. S.: Climate change and heavy rainfall-related water damage insurance claims and losses in Ontario, Canada, J. Water Resour. Protect., 04, 49–62, https://doi.org/10.4236/jwarp.2012.42007, 2012.
Download
Altmetrics
Final-revised paper
Preprint