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Does the knowledge of being in a high-risk flood area affect housing prices?
Use the summer 2021 floods and flood risk disclosure in London as an experiment (more info here) which lead to an increase in interest in floods as seen on Google Trends. Some areas, such as those flooded, will have more impact than others. You can download data for the flood risk maps from here. You can implement a DD using areas exposed vs non-exposed before and after the event. You can find a related paper on this matter here.

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