River floods (maximum annual flow or peak over threshold) can be caused by various different mechanisms that trigger flood response, e.g. (i) very high precipitation rates can lead to Horton overland flow, (ii) large precipitation events can saturate the soils and cause Dunne overland flow or fill and spill triggered flow response, (iii) evaporation may strongly control the seasonality if this process, and (iv) in snowy regions snowmelt and rain on snow events are often an important factor.

Although I would expect regional differences in the processes that cause floods in the U.S. I can't find any studies that highlight these differences covering large parts of the U.S.; Studies are either local, or focus on meteorological conditions rather than the associated hydrological processes.

Are there any papers that can support understanding the regional differences in hydrological processes controlling flood response?

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