Improving pluvial flood mapping resolution of large coarse models with deep learning
Published in Hydrological Sciences Journal, 2024
This paper used deep learning to improve the spatial resolution of pluvial flood maps generated by large coarse models. It addressed the gap between computationally efficient regional modeling and the fine spatial detail needed for local flood-risk interpretation.
Recommended citation: do Lago, C. A. F., Brasil, J. A. T., Gomes, M. N., Mendiondo, E. M., and Giacomoni, M. H. (2024). Improving pluvial flood mapping resolution of large coarse models with deep learning. Hydrological Sciences Journal, 69(5), 607-621. https://doi.org/10.1080/02626667.2024.2329268
Paper / DOI