Zevallos Ruiz, Jose Augusto; Huerta, Adrian; Lavado-Casimiro, W.; Sabino, Evelin; Vega, Fiorella; Felipe-Obando, Oscar(European Geosciences Union, 2020-06-12)Acceso abiertoThe preliminary results showed that random forest worked best for the PB imbalanced data, having a 0.84 weighted average in precision and recall metric. The model reproduces 9 of the PB with low error 4.5% and overestimates ...
Using open source & low cost rain gauges to support debris flow real-time monitoring in Lima, Peru
Arestegui, Migue; Ordoñez, Miluska; Cisneros, Abel; Madueño, Giorgio; Almeida, Cinthia; Aliaga Nestares, Vannia; Quispe, Nelson; Millán, Carlos; Lavado-Casimiro, W.; Huaman, Samuel; Phillips, Jeremy(European Geosciences Union, 2021-01)Acceso abiertoDebris flow, locally known as huaycos, impact the east part of the metropolitan city of Lima, capital of Peru. However, after many extreme events such as the one related to the 2017 “Coastal Niño” or the one in 1987, there ...
Analysis of remote sensing and in situ datasets to estimate spatial precipitation in high mountain areas: case study Cordillera Blanca, Peru
Loarte, Edwin; Medina, Katy; Villavicencio, Eduardo; León, Hairo; Lavado-Casimiro, W.; Rabatel, Antoine; Jacome, Gerardo; Hunink, Johannes; Lopez-Baeza, Ernesto(European Geosciences Union, 2021-01)Acceso abiertoThis study focused on estimating precipitation for the Santa basin located north of the capital of Peru, assessing spatial patterns and temporal variation. Precipitation products were used at a daily temporal resolution ...