• Climate change impacts on biomes and aridity in Peru 

      Zevallos Ruiz, Jose Augusto; Huerta, Adrian; Lavado-Casimiro, W.; Sabino Rojas, Evelin; Vega-Jácome, Fiorella; Felipe-Obando, Oscar

      (European Geosciences Union, 2020-06-12)
      Acceso abierto
      The 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 ...
    • SILVIA: An operational system to monitoring landslides forced by heavy precipitations at national scale in Peru 

      Millán Arancibia, Carlos; Lavado-Casimiro, W.; Vega-Jácome, Fiorella; Felipe-Obando, Oscar; Acuña Azarte, Julia; Takahashi, Ken

      (European Geosciences Union, 2020)
      Acceso abierto
      In Peru, heavy precipitations (PR) are the second natural phenomenon with the greatest number of people affected in recent decades. Landslides (known as “huaycos” in Peru) are mostly produced by PR and located overall on ...