Spatial sensitivity of river flooding to changes in climate and land cover through explainable AI

Explaining the spatially variable impacts of flood-generating mechanisms is a longstanding challenge in hydrology, with increasing and decreasing temporal flood trends often found in close regional proximity. Here, we develop a machine learning-informed approach to unravel the drivers of seasonal fl...

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Bibliographic Details
Main Authors: Slater, L, Coxon, G, Brunner, M, McMillan, H, Yu, L, Zheng, Y, Khouakhi, A, Moulds, S, Berghuijs, W
Format: Journal article
Language:English
Published: Wiley 2024