Bachelor's degree in civil engineering at the Federal University of Santa Maria, Brazil.
Master's degree in urban engineering at the University of Minho, Portugal.
RESEARCH, TEACHING, or OTHER INTERESTS
Civil and Structural Engineering, Water Science and Technology, Environmental Engineering, Artificial Intelligence
144
Scholar Citations
8
Scholar h-index
7
Scholar i10-index
RECENT SCHOLAR PUBLICATIONS
Integrating Explicit Dam Release Prediction into Fluvial Forecasting Systems J Pinho, W Weber de Melo Sustainability 17 (23), 10671 , 2025 2025 Citations: 1
Early warning system for floods at estuarine areas: Combining artificial intelligence with process-based models W Weber de Melo, I Iglesias, J Pinho Natural Hazards 121 (4), 4615-4638 , 2025 2025 Citations: 14
A data model to forecast the morphological evolution of multiple beach profiles WW de Melo, J Pinho, I Iglesias Coastal Engineering 192, 104574 , 2024 2024 Citations: 8
Modelação hidrodinâmica de áreas estuarinas P Avilez-Valente, I Iglesias, WW Melo, J Pinho Estuários: Desafios para a Gestão Presente e Futura , 2024 2024
Operational Forecasting Platforms Based on Artificial Intelligence Methods WW de Melo PQDT-Global , 2024 2024
Coastal morphodynamic emulator for early warning short-term forecasts WW de Melo, J Pinho, I Iglesias Environmental Modelling & Software 165, 105729 , 2023 2023 Citations: 12
Simulation of saltwater intrusion in the Minho River estuary under sea level rise scenarios G Menten, W Melo, J Pinho, I Iglesias, J Antunes do Carmo Water 15 (13), 2313 , 2023 2023 Citations: 13
A importância dos modelos numéricos na previsão dos efeitos das alterações climáticas e dos eventos extremos em áreas estuarinas FV Gomes, I Iglesias, JL Pinho, A Bio, P Avilez-Valente, W Melo, JL Vieira, ... 2023
Emulating the estuarine morphology evolution using a deep convolutional neural network emulator based on hydrodynamic results of a numerical model W Weber de Melo, JLS Pinho, I Iglesias Journal of Hydroinformatics 24 (6), 1254-1268 , 2022 2022 Citations: 16
Hydrodynamic model ensembles for climate change projections in estuarine regions I Iglesias, A Bio, W Melo, P Avilez-Valente, J Pinho, M Cruz, A Gomes, ... Water 14 (12), 1966 , 2022 2022 Citations: 26
Estuarine morphodynamics forecast using a numerical model emulator based on deep learning methods. A first approach. W Weber de Melo, J Luís Pinho, I Iglesias, A Gomes, J Vieira, A Bio, ... EGU General Assembly Conference Abstracts, EGU22-6277 , 2022 2022
Estuarine morphodynamics forecast using a numerical model emulator based on deep learning methods. A first approach. WW de Melo, JL Pinho, I Iglesias, A Gomes, J Vieira, A Bio, L Bastos, ... EGU22 , 2022 2022
Improving estuarine hydrodynamic forecasts through numerical model ensembles I Iglesias, JL Pinho, P Avilez-Valente, W Melo, A Bio, A Gomes, J Vieira, ... Frontiers in Marine Science 9, 812255 , 2022 2022 Citations: 14
Hydrodynamic models ensembles to improve estuarine forecasting under climate change scenarios P Avilez-Valente, I Iglesias, A Bio, FV Gomes, JL Pinho, W Melo, M Cruz, ... Oceans from Space V , 2022 2022
EsCo-Ensembles: Ensembles de modelos hidrodnámicos aplicados en áreas estuarinas y costeras P Avilez-Valente, I Iglesias, JL Pinho, W Melo, M Cruz, A Gomes, ... Retos del Cambio Climático: impactos, mitigación y adaptación , 2022 2022
Melhoria do desempenho de modelos hidrodinâmicos estuarinos para previsão de níveis da água utilizando técnicas de ensembles I Iglesias, JLS Pinho, WW Melo, P Avilez-Valente, AMF Bio, M Cruz, ... 2022
Esco-ensembles: Ensembles de modelos hidrodinámicos aplicados en áreas estuarinas y costeras II Fernández, JL Pinho, A Bio, PA Valente, W Melo, M Cruz, A Gomes, ... Retos del cambio climático: impactos, mitigación y adaptación: aportaciones … , 2022 2022
EsCo-Ensembles: ensembles de modelos hidrodinámicos aplicados en áreas estuarinas y costeras I Iglesias, JL Pinho, A Bio, P Avilez-Valente, W Melo, M Cruz, A Gomes, ... Asociación Española de Climatología , 2022 2022
Flood risk assessment at the douro river estuary W Weber de Melo, J Pinho, I Iglesias, A Bio, P Avilez-Valente, J Vieira, ... Climate Change and Water Security: Select Proceedings of VCDRR 2021, 37-49 , 2021 2021 Citations: 7
Future estuarine circulation patterns characterization based on a hydrodynamic models ensemble I Iglesias, J Luís Pinho, A Bio, P Avilez-Valente, W Melo, J Vieira, L Bastos, ... EGU General Assembly Conference Abstracts, EGU21-6541 , 2021 2021
MOST CITED SCHOLAR PUBLICATIONS
Hydro-and morphodynamic impacts of sea level rise: The Minho estuary case study W Melo, J Pinho, I Iglesias, A Bio, P Avilez-Valente, J Vieira, L Bastos, ... Journal of Marine Science and Engineering 8 (6), 441 , 2020 2020 Citations: 31
Hydrodynamic model ensembles for climate change projections in estuarine regions I Iglesias, A Bio, W Melo, P Avilez-Valente, J Pinho, M Cruz, A Gomes, ... Water 14 (12), 1966 , 2022 2022 Citations: 26
Emulating the estuarine morphology evolution using a deep convolutional neural network emulator based on hydrodynamic results of a numerical model W Weber de Melo, JLS Pinho, I Iglesias Journal of Hydroinformatics 24 (6), 1254-1268 , 2022 2022 Citations: 16
Early warning system for floods at estuarine areas: Combining artificial intelligence with process-based models W Weber de Melo, I Iglesias, J Pinho Natural Hazards 121 (4), 4615-4638 , 2025 2025 Citations: 14
Improving estuarine hydrodynamic forecasts through numerical model ensembles I Iglesias, JL Pinho, P Avilez-Valente, W Melo, A Bio, A Gomes, J Vieira, ... Frontiers in Marine Science 9, 812255 , 2022 2022 Citations: 14
Simulation of saltwater intrusion in the Minho River estuary under sea level rise scenarios G Menten, W Melo, J Pinho, I Iglesias, J Antunes do Carmo Water 15 (13), 2313 , 2023 2023 Citations: 13
Coastal morphodynamic emulator for early warning short-term forecasts WW de Melo, J Pinho, I Iglesias Environmental Modelling & Software 165, 105729 , 2023 2023 Citations: 12
A data model to forecast the morphological evolution of multiple beach profiles WW de Melo, J Pinho, I Iglesias Coastal Engineering 192, 104574 , 2024 2024 Citations: 8
Flood risk assessment at the douro river estuary W Weber de Melo, J Pinho, I Iglesias, A Bio, P Avilez-Valente, J Vieira, ... Climate Change and Water Security: Select Proceedings of VCDRR 2021, 37-49 , 2021 2021 Citations: 7
Integrating Explicit Dam Release Prediction into Fluvial Forecasting Systems J Pinho, W Weber de Melo Sustainability 17 (23), 10671 , 2025 2025 Citations: 1
Assessment of a sand spit morphodynamics under extreme flood events J Pinho, I Iglesias, W Melo, A Bio, P Avilez-Valente, J Vieira, L Bastos, ... EGU General Assembly Conference Abstracts, EGU21-5778 , 2021 2021 Citations: 1
NUMERICAL MODELS APPLICATION FOR MORPHODYNAMICS ASSESSMENT OF CLIMATE CHANGE IMPACTS IN THE MINHO RIVER ESTUARY W Melo, J Pinho, I Iglesias, A Bio, A Gomes, J Vieira, L Bastos 2021 Citations: 1
Modelação hidrodinâmica de áreas estuarinas P Avilez-Valente, I Iglesias, WW Melo, J Pinho Estuários: Desafios para a Gestão Presente e Futura , 2024 2024
Operational Forecasting Platforms Based on Artificial Intelligence Methods WW de Melo PQDT-Global , 2024 2024
A importância dos modelos numéricos na previsão dos efeitos das alterações climáticas e dos eventos extremos em áreas estuarinas FV Gomes, I Iglesias, JL Pinho, A Bio, P Avilez-Valente, W Melo, JL Vieira, ... 2023
Estuarine morphodynamics forecast using a numerical model emulator based on deep learning methods. A first approach. W Weber de Melo, J Luís Pinho, I Iglesias, A Gomes, J Vieira, A Bio, ... EGU General Assembly Conference Abstracts, EGU22-6277 , 2022 2022
Estuarine morphodynamics forecast using a numerical model emulator based on deep learning methods. A first approach. WW de Melo, JL Pinho, I Iglesias, A Gomes, J Vieira, A Bio, L Bastos, ... EGU22 , 2022 2022
Hydrodynamic models ensembles to improve estuarine forecasting under climate change scenarios P Avilez-Valente, I Iglesias, A Bio, FV Gomes, JL Pinho, W Melo, M Cruz, ... Oceans from Space V , 2022 2022
EsCo-Ensembles: Ensembles de modelos hidrodnámicos aplicados en áreas estuarinas y costeras P Avilez-Valente, I Iglesias, JL Pinho, W Melo, M Cruz, A Gomes, ... Retos del Cambio Climático: impactos, mitigación y adaptación , 2022 2022
Melhoria do desempenho de modelos hidrodinâmicos estuarinos para previsão de níveis da água utilizando técnicas de ensembles I Iglesias, JLS Pinho, WW Melo, P Avilez-Valente, AMF Bio, M Cruz, ... 2022
