Interpretable machine learning for predicting urban flash flood hotspots using intertwined land and built-environment features
Author:
Funder
National Science Foundation
Publisher
Elsevier BV
Reference59 articles.
1. A machine learning approach to evaluate the spatial variability of new York City’s 311 street flooding complaints;Agonafir;Computers, Environment and Urban Systems,2022
2. Analysis of urban growth and estimating population density using satellite images of nighttime lights and land-use and population data;Bagan;GIScience & Remote Sensing,2015
3. Uncertainty in flood inundation modelling;Bates;Applied uncertainty analysis for flood risk management,2014
4. Causal effect of impervious cover on annual flood magnitude for the United States;Blum;Geophysical Research Letters,2020
5. Risk perception–issues for flood management in Europe;Bradford;Natural Hazards and Earth System Sciences,2012
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