Paúl Muñoz

From local to regional compound flood mapping with deep learning and data fusion techniques

David F. Muñoz, Paúl Muñoz, Hamed Moftakhari et al. · The Science of The Total Environment · 2021 · 151 citations

Flash Flood, Data Fusion Techniques, Engineering +8

Flash-Flood Forecasting in an Andean Mountain Catchment—Development of a Step-Wise Methodology Based on the Random Forest Algorithm

Paúl Muñoz, Johanna Orellana‐Alvear, Patrick Willems et al. · Water · 2018 · 113 citations · Full text

Hydrological Prediction, Engineering, Geomorphology +21

Influence of Random Forest Hyperparameterization on Short-Term Runoff Forecasting in an Andean Mountain Catchment

Pablo Contreras, Johanna Orellana‐Alvear, Paúl Muñoz et al. · Atmosphere · 2021 · 62 citations · Full text

Andean Mountain Catchment, Engineering, Short-term Runoff Forecasting +20

Effect of the Resolution of Tipping-Bucket Rain Gauge and Calculation Method on Rainfall Intensities in an Andean Mountain Gradient

Paúl Muñoz, Rolando Célleri, Jan Feyen · Water · 2016 · 40 citations · Full text

Cubic Spline, Calculation Method, Engineering +23

Flood Early Warning Systems Using Machine Learning Techniques: The Case of the Tomebamba Catchment at the Southern Andes of Ecuador

Paúl Muñoz, Johanna Orellana‐Alvear, Jörg Bendix et al. · Hydrology · 2021 · 28 citations · Full text

Engineering, Machine Learning, Geomorphology +21