Lucas Borges Ferreira

Estimation of reference evapotranspiration in Brazil with limited meteorological data using ANN and SVM – A new approach

Lucas Borges Ferreira, Fernando França da Cunha, Rubens Alves de Oliveira et al. · Journal of Hydrology · 2019 · 316 citations

Natural Resources, Earth Sciences, Hydrology +14

New approach to estimate daily reference evapotranspiration based on hourly temperature and relative humidity using machine learning and deep learning

Lucas Borges Ferreira, Fernando França da Cunha · Agricultural Water Management · 2020 · 210 citations

Natural Sciences, Computer Science, Earth Sciences +17

Multi-step ahead forecasting of daily reference evapotranspiration using deep learning

Lucas Borges Ferreira, Fernando França da Cunha · Computers and Electronics in Agriculture · 2020 · 155 citations

Natural Resources, Earth Sciences, Hydrology +14

Machine learning models for streamflow regionalization in a tropical watershed

Renan Gon Ferreira, Demétrius David da Silva, Abrahão Alexandre Alden Elesbon et al. · Journal of Environmental Management · 2020 · 91 citations

Natural Resources, Earth Sciences, Hydrology +16

Exploring machine learning and multi-task learning to estimate meteorological data and reference evapotranspiration across Brazil

Lucas Borges Ferreira, Fernando França da Cunha, Elpídio Inácio Fernandes-Filho · Agricultural Water Management · 2021 · 46 citations

Natural Sciences, Earth Sciences, Meteorology +17