Improving Hourly Precipitation Estimates for Flash Flood Modeling in Data-Scarce Andean-Amazon Basins: An Integrative Framework Based on Machine Learning and Multiple Remotely Sensed Data

Accurate estimation of spatiotemporal precipitation dynamics is crucial for flash flood forecasting; however, it is still a challenge in Andean-Amazon sub-basins due to the lack of suitable rain gauge networks. This study proposes a framework to improve hourly precipitation estimates by integrating...

• Glavni autor: Espitia Sarmiento, Edgar F (author)
• Daljnji autori: Chancay, Juseth E. (author)
• Format: article
• Izdano: 2021
• Teme: IMERG; PERSIANN; GSMAP; SMAP; GR4H model; Complex topography areas; Upper Napo River Basin
• Online pristup: https://doi.org/10.3390/rs13214446; http://repositorio.ikiam.edu.ec:8443/jspui/handle/RD_IKIAM/479