This repository contains a folder for each scientific peer-reviewed article that explains software components implemented in CLIMADA Python.
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Mühlhofer, E., DN Bresch, EE Koks (2024) Infrastructure failure cascades quintuple risk of storm and flood-induced service disruptions across the globe, One Earth 7 (4), 714-729, https://doi.org/10.1016/j.oneear.2024.03.010
Mühlhofer, E., Chahan M Kropf, Lukas Riedel, David N Bresch, Elco Koks (2024) OpenStreetMap for multi-faceted climate risk assessments, Environ. Res. Commun. 6 015005, https://doi.org/10.1088/2515-7620/ad15ab
Schmid T., Portmann R., Villiger L., Schröer K., Bresch D. N. (2023) An open-source radar-based hail damage model for buildings and cars, Natural Hazards and Earth System Sciences, https://doi.org/10.5194/nhess-2023-158
Hülsen, S.; McDonald, R.I.; Chaplin-Kramer, R.; Bresch, D.N.; Sharp, R.; Worthington, T.; Kropf, C.M.: Global coastal protection benefits of ecosystems - past, present, and under climate change, EarthArXiv, https://doi.org/10.31223/X59Q26
Ortner, G., Bründl, M., Kropf, C. M., Röösli, T., Bühler, Y., and Bresch, D. N.: Large-scale risk assessment on snow avalanche hazard in alpine regions, Nat. Hazards Earth Syst. Sci., https://doi.org/10.5194/nhess-2022-112, 2023.
Mühlhofer, E., Koks, E. E., Kropf, C. M., Sansavini, G., Bresch, D. N., 2023: A Generalized Natural Hazard Risk Modelling Framework for Infrastructure Failure Cascades. Reliability Engineering and System Safety, 234, 109194. https://doi.org/10.1016/j.ress.2023.109194
Ciullo, A., Strobl, E., Meiler, S., Martius, O., and Bresch, D. N., 2023: Increasing countries financial resilience through global catastrophe risk pooling. Nature Communications, 14, 922. https://www.nature.com/articles/s41467-023-36539-4#Sec7
Meiler, S., Vogt, T., Bloemendaal, N., Ciullo, A., Lee, C--Y., Camargo, S., Kerry Emanuel, K., and Bresch, D. N., 2023: Intercomparison of regional loss estimates from global synthetic tropical cyclone models. Nature Communications, 13, 6156. https://www.nature.com/articles/s41467-022-33918-1
Kropf, C., Ciullo, A., Otth, L., Meiler, S., Rana, A., Schmid, E., McCaughey, J. W., and Bresch, D. N., 2022: Uncertainty and sensitivity analysis for probabilistic weather and climate-risk modelling: an implementation in CLIMADA v.3.1.0. Geosci. Model Dev., 15, 7177-7201, https://doi.org/10.5194/gmd-15-7177-2022
Rana, A., Zhu, Q., Detken, A., Whalley, K., and Castet, C.: Strengthening climate-resilient development and transformation in Viet Nam, Climatic Change, 170, 4, https://doi.org/10.1007/s10584-021-03290-y, 2022.
Blass, R., Kropf, C. M., Mahlstein, I., and Bresch, D. N., 2022: Automatic-generation-of-winter-storm-warnings. Technical Report MeteoSwiss No.282, MeteoSwiss, 2022.link
Blass, Robert. Coupling Oasis LMF with CLIMADA. ETH Zurich; Zurich, 2021. https://doi.org/10.3929/ethz-b-000480061. Tutorial (and all the code) here: https://github.com/CLIMADA-project/climada_petals/blob/feature/ktools/doc/tutorial/ktools_examples.ipynb
Stalhandske, Z., Nesa, V., Zumwald, M., Ragettli, M. S., Galimshina, A., Holthausen, N., Röösli, M., and Bresch, D. N., 2022: Projected Impact of Heat on Mortality and Labour Productivity under Climate Change in Switzerland. Nat. Hazards Earth Syst. Sci., 22, 2531-2541, https://doi.org/10.5194/nhess-22-2531-2022
Lüthi, Aznar-Siguan, G., Fairless, C., and Bresch, D. N., 2021: Globally consistent assessment of economic impacts of wildfires in CLIMADA v2.2, Geosci. Model Dev., 14, 7175-7187, https://gmd.copernicus.org/articles/14/7175/2021/
Röösli, T., Appenzeller, C., and Bresch, D. N., 2021: Towards operational impact forecasting of building damage from winter windstorms in Switzerland. Meteorol Appl. 28:e2035. http://dx.doi.org/10.1002/met.2035
Lüthi, S., Aznar-Siguan, G., Fairless, C., and Bresch, D. N.: Globally consistent assessment of economic impacts of wildfires in CLIMADA v2.2, Geosci. Model Dev., 14, 7175–7187, https://doi.org/10.5194/gmd-14-7175-2021, 2021.
Geiger, T., Gütschow, J., Bresch, D. N., Emanuel, K., and Frieler, K., 2021: Double benefit of limiting global warming for tropical cyclone exposure. Nat. Clim. Chang., https://doi.org/10.1038/s41558-021-01157-9
Ciullo, A., Martius, O., Strobl, E. and Bresch, D. N., 2021: A framework for building climate storylines based on downward counterfactuals: The case of the European Union Solidarity fund. Climate Risk Management, 33, 100349, https://doi.org/10.1016/j.crm.2021.100349
Desai, B., Bresch, D. N., Cazabat, C., Hochrainer-Stigler, S., Mechler, R., Ponserre, S., & Schewe, J., 2021: Addressing the human cost in a changing climate. Science, 372(6548), 1284-1287, https://doi.org/10.1126/science.abh4283
Sauer, I., Reese, R., Otto, C., Geiger, T., Willner, S. N., Guillod, B., Bresch, D. N., and Frieler, K., 2021: Climate signals in river flood damages emerge under sound regional disaggregation. Nature Communications, 12(1), 1-11, https://www.nature.com/articles/s41467-021-22153-9
Kam, P. M., Aznar-Siguan, G., Schewe, J., Milano, L., Ginnetti, J., Willner, S., McCaughey, J., and Bresch, D. N., 2021: Global warming and population change both heighten future risk of human displacement due to river floods. Environ. Res. Lett. 16, 044026, https://doi.org/10.1088/1748-9326/abd26c
Eberenz, S., Lüthi, S., and Bresch, D. N., 2021: Regional tropical cyclone impact functions for globally consistent risk assessments, Nat. Hazards Earth Syst. Sci., https://doi.org/10.5194/nhess-21-393-2021
Bresch, D. N. and Aznar-Siguan, G., 2021: CLIMADA v1.4.1: Towards a globally consistent adaptation options appraisal tool, Geosci. Model Dev., https://doi.org/10.5194/gmd-2020-151
Welker, C., Röösli, T., and Bresch, D. N., 2021: Comparing an insurer’s perspective on building damages with modelled damages from pan-European winter windstorm event sets: a case study from Zurich, Switzerland, Nat. Hazards Earth Syst. Sci., 21, 279-299, https://www.nat-hazards-earth-syst-sci-discuss.net/nhess-2020-115
Westcott, M., Ward, J., Surminski, S., Sayers, P., Bresch, D. N., Bronwyn, C., 2020: Be prepared – exploring future climate-related risk for residential and commercial real-estate portfolios. Journal of Alternative Investments, https://jai.pm-research.com/content/early/2020/05/09/jai.2020.1.100.abstract
Eberenz, S., Stocker, D., Röösli, T., and Bresch, D. N., 2020: Asset exposure data for global physical risk assessment, Earth Syst. Sci. Data, 12, 817-833, https://doi.org/10.5194/essd-12-817-2020
Aznar-Siguan, G. and Bresch, D. N., 2019: CLIMADA v1: a global weather and climate risk assessment platform, Geosci. Model Dev., https://doi.org/10.5194/gmd-12-3085-2019
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