UNSAFE: An UNcertain Structure And Fragility Ensemble framework for property-level flood risk estimation

Python Submitted 18 May 2024Published 13 November 2025
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Authors

Adam Pollack (0000-0001-6642-0591), James Doss-Gollin (0000-0002-3428-2224), Vivek Srikrishnan (0000-0003-0049-3805), Klaus Keller (0000-0002-5451-8687)

Citation

Pollack et al., (2025). UNSAFE: An UNcertain Structure And Fragility Ensemble framework for property-level flood risk estimation. Journal of Open Source Software, 10(115), 7527, https://doi.org/10.21105/joss.07527

@article{Pollack2025, doi = {10.21105/joss.07527}, url = {https://doi.org/10.21105/joss.07527}, year = {2025}, publisher = {The Open Journal}, volume = {10}, number = {115}, pages = {7527}, author = {Pollack, Adam and Doss-Gollin, James and Srikrishnan, Vivek and Keller, Klaus}, title = {UNSAFE: An UNcertain Structure And Fragility Ensemble framework for property-level flood risk estimation}, journal = {Journal of Open Source Software} }
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flood risk uncertainty climate impacts natural disasters

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