Viewscapes and Flood Hazard: Coastal housing market response to amenities and risk

Coastal amenities and risk are so highly correlated that separate identification within the hedonic framework is potentially challenging. In this study, we construct a three-dimensional measure of ocean view, viewscape, accounting for natural topography and built obstruction that varies independent of risk classification to disentangle these spatially integrated housing characteristics. A spatial autoregressive hedonic model is developed to provide consistent estimates of the willingness to pay for coastal amenities and risk. Our findings suggest that incorporating the GIS-based view measures can be successful in isolating risk factors from spatial amenities.