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...

• Автор: Espitia Sarmiento, Edgar F (author)
• Інші автори: Chancay, Juseth E. (author)
• Формат: article
• Опубліковано: 2021
• Предмети: IMERG; PERSIANN; GSMAP; SMAP; GR4H model; Complex topography areas; Upper Napo River Basin
• Онлайн доступ: https://doi.org/10.3390/rs13214446; http://repositorio.ikiam.edu.ec:8443/jspui/handle/RD_IKIAM/479