Renan Vieira Rocha

Deep Learning for Streamflow Regionalization for Ungauged Basins: Application of Long-Short-Term-Memory Cells in Semiarid Regions

Francisco José Matos Nogueira Filho, Francisco de Assis de Souza Filho, Victor Costa Porto et al. · Water · 2022 · 36 citations · Full text

Natural Resources, Earth Sciences, Hydrology +17

Development of a drought vulnerability index using MCDM and GIS: study case in São Paulo and Ceará, Brazil

Gabriela de Azevedo Reis, Francisco Assis de Souza Filho, Donald R. Nelson et al. · Natural Hazards · 2020 · 29 citations

Natural Resources, Environmental Sciences, Water Resources Management +15

Mapping abrupt streamflow shift in an abrupt climate shift through multiple change point methodologies: Brazil case study

Renan Vieira Rocha, Francisco de Assis de Souza Filho · Hydrological Sciences Journal · 2020 · 26 citations · Full text

Natural Sciences, Earth Sciences, Meteorology +17

Uncertainty analysis in parameter regionalization for streamflow prediction in ungauged semi-arid catchments

Ályson Brayner Sousa Estácio, Alexandre Cunha Costa, Francisco Assis Souza Filho et al. · Hydrological Sciences Journal · 2021 · 13 citations · Full text

Natural Resources, Earth Sciences, Hydrology +14

Stream gauge clustering and analysis for non-stationary time series through complex networks

Renan Vieira Rocha, Francisco de Assis de Souza Filho · Journal of Hydrology · 2022 · 10 citations

Computing, Hydrology, Complex Systems +14