4 résultats pour « floodinsurance »

Attitudes Toward Moving or Staying and Buying Flood Insurance to Face Varied Flood Threats

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Logistic #regressionanalysis identified significant #predictors for attitudes towards relocation and #floodinsurance decisions. The study found that low-magnitude #flood #scenarios had predictive models, while high-magnitude flooding did not. Flood insurance ownership emerged as a significant predictor for staying after flooding.
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Learning Inter‑Annual Flood Loss Risk Models from Historical Flood Insurance Claims

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This research evaluates different regression models to predict #flood-induced #insuranceclaims, using the #us #national #floodinsurance Program (#nfip) dataset from 2000 to 2020. The models studied include #neuralnetworks (Conditional Generative Adversarial Networks), #decisiontrees (Extreme Gradient Boosting), and #kernel-based regressors (#gaussian Process). The study identifies key predictors for regression, highlighting factors that influence flood-related financial damages.
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Climate Risk Transfer vs Risk Reduction

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#insurance#climaterisk"This paper discusses the relationship between the financial constraints faced by infrastructure assets due to #floodrisk exposure and their ability to finance adaptation to such #risks through internal resources. #risktransfer mechanisms such as #floodinsurance were shown to be a consistent channel leading to increases in #riskreduction through adaptation. "
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