Maricopa County just upgraded its flood detection system in an effort to save lives during unpredictable monsoon storms. For years, flood control district employees relied on flood warning maps ...

Other data sources that could be used in the framework include water-level sensors, citizen portals, crowdsourcing, social media, flood models, and a factor the study calls “human-in-the-loop ...