Articles | Volume 20, issue 9
https://doi.org/10.5194/nhess-20-2503-2020
© Author(s) 2020. This work is distributed under
the Creative Commons Attribution 4.0 License.
the Creative Commons Attribution 4.0 License.
https://doi.org/10.5194/nhess-20-2503-2020
© Author(s) 2020. This work is distributed under
the Creative Commons Attribution 4.0 License.
the Creative Commons Attribution 4.0 License.
Research article
| 
22 Sep 2020
Research article |
| 22 Sep 2020
| 22 Sep 2020
The object-specific flood damage database HOWAS 21
Patric Kellermann
GFZ German Research Centre for Geosciences, Section Hydrology,
Telegrafenberg, 14473 Potsdam, Germany
Kai Schröter
GFZ German Research Centre for Geosciences, Section Hydrology,
Telegrafenberg, 14473 Potsdam, Germany
Annegret H. Thieken
Institute of Environmental Science and Geography, University of
Potsdam, Karl-Liebknecht-Straße 24–25, 14476 Potsdam, Germany
Sören-Nils Haubrock
Beyond Concepts GmbH, Adolfstr. 23, 49078 Osnabrück, Germany
Heidi Kreibich
CORRESPONDING AUTHOR
GFZ German Research Centre for Geosciences, Section Hydrology,
Telegrafenberg, 14473 Potsdam, Germany
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Cited
23 citations as recorded by crossref.
- Invited perspectives: An insurer's perspective on the knowns and unknowns in natural hazard risk modelling M. Déroche
- Are preferences for soil-based ecosystem services driven by spatial phenomena? B. Bartkowski et al.
- Residential building flood damage: Insights on processes and implications for risk assessments R. Paulik et al.
- Exposure and vulnerability estimation for modelling flood losses to commercial assets in Europe D. Paprotny et al.
- Residential flood loss estimated from Bayesian multilevel models G. Mohor et al.
- A new framework for flood damage assessment considering the within-event time evolution of hazard, exposure, and vulnerability T. Lazzarin et al.
- FLEMOflash – Flood Loss Estimation MOdels for companies and households affected by flash floods A. Singh et al.
- Residential building and sub-building level flood damage analysis using simple and complex models R. Paulik et al.
- A novel clay shrink-swell buildings damage model: From unstructured insurance data to the creation of buildings database, and the proposition of damage severity scale N. Mzungu et al.
- The Discharge Forecasting of Multiple Monitoring Station for Humber River by Hybrid LSTM Models Y. Zhang et al.
- A Zero-Order Flood Damage Model for Regional-Scale Quick Assessments A. Pogliani et al.
- Quantifying flood risk using InVEST-UFRM model and mitigation strategies: the case of Adama City, Ethiopia B. Leta & D. Adugna
- Spatiotemporal clustering of streamflow extremes and relevance to flood insurance claims: a stochastic investigation for the contiguous USA K. Papoulakos et al.
- Flood Damage Assessment: A Review of Microscale Methodologies for Residential Buildings O. Aribisala et al.
- Interregional economic impacts of an extreme storm flood scenario considering transportation interruption: A case study of Shanghai, China W. Ding & J. Wu
- Crop flood damage assessment integrating Sentinel-2 imagery and in situ data: the 2023 Emilia-Romagna case F. Bocchino et al.
- Uncovering the Dynamics of Multi‐Sector Impacts of Hydrological Extremes: A Methods Overview M. de Brito et al.
- Livestock vulnerability to flooding T. Lazzarin & A. Defina
- Evolution of flood protection levels and flood vulnerability in Europe since 1950 estimated with vine-copula models D. Paprotny et al.
- Panta Rhei: a decade of progress in research on change in hydrology and society H. Kreibich et al.
- Assessment of Supply and Demand of Regional Flood Regulation Ecosystem Services and Zoning Management in Response to Flood Disasters: A Case Study of Fujian Delta J. Tian et al.
- Urban flood damage claim analyses for improved flood damage assessment S. Mobini et al.
- Survey data of damaged residential buildings and business premises from the 2022 record-breaking flood in the Marche region, Italy S. Rrokaj et al.
23 citations as recorded by crossref.
- Invited perspectives: An insurer's perspective on the knowns and unknowns in natural hazard risk modelling M. Déroche
- Are preferences for soil-based ecosystem services driven by spatial phenomena? B. Bartkowski et al.
- Residential building flood damage: Insights on processes and implications for risk assessments R. Paulik et al.
- Exposure and vulnerability estimation for modelling flood losses to commercial assets in Europe D. Paprotny et al.
- Residential flood loss estimated from Bayesian multilevel models G. Mohor et al.
- A new framework for flood damage assessment considering the within-event time evolution of hazard, exposure, and vulnerability T. Lazzarin et al.
- FLEMOflash – Flood Loss Estimation MOdels for companies and households affected by flash floods A. Singh et al.
- Residential building and sub-building level flood damage analysis using simple and complex models R. Paulik et al.
- A novel clay shrink-swell buildings damage model: From unstructured insurance data to the creation of buildings database, and the proposition of damage severity scale N. Mzungu et al.
- The Discharge Forecasting of Multiple Monitoring Station for Humber River by Hybrid LSTM Models Y. Zhang et al.
- A Zero-Order Flood Damage Model for Regional-Scale Quick Assessments A. Pogliani et al.
- Quantifying flood risk using InVEST-UFRM model and mitigation strategies: the case of Adama City, Ethiopia B. Leta & D. Adugna
- Spatiotemporal clustering of streamflow extremes and relevance to flood insurance claims: a stochastic investigation for the contiguous USA K. Papoulakos et al.
- Flood Damage Assessment: A Review of Microscale Methodologies for Residential Buildings O. Aribisala et al.
- Interregional economic impacts of an extreme storm flood scenario considering transportation interruption: A case study of Shanghai, China W. Ding & J. Wu
- Crop flood damage assessment integrating Sentinel-2 imagery and in situ data: the 2023 Emilia-Romagna case F. Bocchino et al.
- Uncovering the Dynamics of Multi‐Sector Impacts of Hydrological Extremes: A Methods Overview M. de Brito et al.
- Livestock vulnerability to flooding T. Lazzarin & A. Defina
- Evolution of flood protection levels and flood vulnerability in Europe since 1950 estimated with vine-copula models D. Paprotny et al.
- Panta Rhei: a decade of progress in research on change in hydrology and society H. Kreibich et al.
- Assessment of Supply and Demand of Regional Flood Regulation Ecosystem Services and Zoning Management in Response to Flood Disasters: A Case Study of Fujian Delta J. Tian et al.
- Urban flood damage claim analyses for improved flood damage assessment S. Mobini et al.
- Survey data of damaged residential buildings and business premises from the 2022 record-breaking flood in the Marche region, Italy S. Rrokaj et al.
Saved (final revised paper)
Latest update: 18 May 2026
Short summary
The flood damage database HOWAS 21 contains object-specific flood damage data resulting from fluvial, pluvial and groundwater flooding. The datasets incorporate various variables of flood hazard, exposure, vulnerability and direct tangible damage at properties from several economic sectors. This paper presents HOWAS 21 and highlights exemplary analyses to demonstrate the use of HOWAS 21 flood damage data.
The flood damage database HOWAS 21 contains object-specific flood damage data resulting from...
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