The potential Use of a Non-calibrated Physically-based Lumped Model, ERA5 Satellite Products, and an Artificial Neuronal Network (ANN) to Estimate Flow in Poorly Gauged Catchments in the Coastal Range of Southern-central Chile

Francisco Balocchi, Bioforest SA, Coronel, Chile; Universidad de Concepción, Water resources and energy for agriculture PhD program, Water Resources department, Chillán, Chile and Diego Rivera, Universidad de Desarrollo, Facultad de Ingeniería, ANID / FONDAP / 15130015, Santiago, Chile