Natural Hazards and Earth System Sciences
Natural Hazards and Earth System Sciences
NHESS
Articles | Volume 26, issue 10
Articles | Volume 26, issue 10
https://doi.org/10.5194/nhess-26-4785-2026
© Author(s) 2026. This work is distributed under
the Creative Commons Attribution 4.0 License.
https://doi.org/10.5194/nhess-26-4785-2026
© Author(s) 2026. This work is distributed under
the Creative Commons Attribution 4.0 License.
Articles | Volume 26, issue 10
Research article
 | 
05 Oct 2026
Research article |  | 05 Oct 2026

Building-level exposure asset value modelling for Germany: an Ahrweiler case study

Aaron Buhrmann, Nivedita Sairam, Cecilia I. Nievas, James E. Daniell, Heidi Kreibich, and Seth Bryant

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Short summary
Our research lays the groundwork for the next generation of disaster risk modelling by improving how building-level value and use are estimated across Germany. By testing multiple data sources and methods, we identify a transparent, adaptable approach that enhances forecasts of damage and recovery – helping to protect lives, property, and communities.
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