Micael de Souza Fraga

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

Use of multivariate statistical methods to analyze the monitoring of surface water quality in the Doce River basin, Minas Gerais, Brazil

Micael de Souza Fraga, Guilherme Barbosa Reis, Demétrius David da Silva et al. · Environmental Science and Pollution Research · 2020 · 57 citations

Natural Resources, Environmental Sciences, Hydrology +17

Effect of environmental covariable selection in the hydrological modeling using machine learning models to predict daily streamflow

Guilherme Barbosa Reis, Demétrius David da Silva, Elpídio Inácio Fernandes Filho et al. · Journal of Environmental Management · 2021 · 57 citations

Natural Resources, Earth Sciences, Hydrology +14

Temporal and spatial trend analysis of surface water quality in the Doce River basin, Minas Gerais, Brazil

Micael de Souza Fraga, Demétrius David da Silva, Guilherme Barbosa Reis et al. · Environment Development and Sustainability · 2021 · 22 citations

Natural Resources, Environmental Sciences, Hydrology +17

Methodological proposal for the allocation of water quality monitoring stations using strategic decision analysis

Micael de Souza Fraga, Demétrius David da Silva, Abrahão Alexandre Alden Elesbon et al. · Environmental Monitoring and Assessment · 2019 · 21 citations

Natural Resources, Decision Sciences, Water Resources Management +15