Urban Water Demand Modeling Using Machine Learning Techniques: Case Study of Fortaleza, Brazil TM Nunes Carvalho, FA de Souza Filho, VC Porto Journal of Water Resources Planning and Management 147 (1), 05020026, 2021 | 26 | 2021 |
Use of Machine Learning in Evaluation of Drought Perception in Irrigated Agriculture: The Case of an Irrigated Perimeter in Brazil LCP Xavier, SMO Silva, TMN Carvalho, JD Pontes Filho, FA Souza Filho Water 12 (6), 1546, 2020 | 14 | 2020 |
Uncovering the influence of hydrological and climate variables in chlorophyll-A concentration in tropical reservoirs with machine learning TM Nunes Carvalho, IE Lima Neto, FA Souza Filho Environmental Science and Pollution Research 29 (49), 74967-74982, 2022 | 12 | 2022 |
Variational Mode Decomposition Hybridized With Gradient Boost Regression for Seasonal Forecast of Residential Water Demand TMN Carvalho, F de Assis de Souza Filho Water Resources Management 35 (10), 3431-3445, 2021 | 9 | 2021 |
Integrated proactive drought management in hydrosystems and cities: building a nine-step participatory planning methodology FA Souza Filho, TMC Studart, JD Pontes Filho, ESPR Martins, ... Natural Hazards: Journal of the International Society for the Prevention and …, 2023 | 7 | 2023 |
Performance of rainwater tanks for runoff reduction under climate change scenarios: a case study in Brazil TM Nunes Carvalho, FDA de Souza Filho, MA Medeiros de Saboia Urban Water Journal 17 (10), 912-922, 2020 | 7 | 2020 |
A data-driven model to evaluate the medium-term effect of contingent pricing policies on residential water demand TMN Carvalho, FA de Souza Filho Environmental Challenges 3, 100033, 2021 | 6 | 2021 |
A GLM copula approach for multisite annual streamflow generation VC Porto, FA de Souza Filho, TMN Carvalho, TM de Carvalho Studart, ... Journal of Hydrology 598, 126226, 2021 | 3 | 2021 |
Hydrological risk of dam failure under climate change BLDS Carneiro, FA Souza Filho, TMN Carvalho, JBS Raulino RBRH 27, e19, 2022 | 2 | 2022 |
Diversification of urban water supply: An assessment of social costs and water production costs FW Ribeiro, SMO da Silva, FA de Souza Filho, TMN Carvalho, ... Water Policy 24 (6), 980-997, 2022 | 2 | 2022 |
Vulnerability index to COVID-19: Fortaleza, Brazil study case TM Carvalho, SMO Silva, CB Araújo, R Frota, LC Xavier, B Bezerra, ... Engenharia Sanitaria e Ambiental 26, 731-739, 2021 | 2* | 2021 |
Unveiling Water Allocation Dynamics: A Text Analysis of 25 Years of Stakeholder Meetings TM Nunes Carvalho, FA Souza Filho, M Madruga de Brito Environmental Research Letters, 2024 | | 2024 |
A global database of natural hazards impacts reported in the scientific literature TMN Carvalho, J Zscheischler, C Kuhlicke, MM de Brito EGU24, 2024 | | 2024 |
Water management assessment with text mining TM Nunes Carvalho, F de Assis de Souza Filho, M Madruga de Brito EGU General Assembly Conference Abstracts, EGU-8349, 2023 | | 2023 |
Water management assessment with text mining TMN Carvalho, FA de Souza Filho, MM de Brito EGU23, 2023 | | 2023 |
Machine Learning for Water Resources Management TMN Carvalho | | 2023 |
Detecção de secas e visualização de padrões climáticos com aprendizado de máquina TMN Carvalho, FA Souza Filho, TMXM Lopes ABRHidro-Associação Brasileira de Recursos Hidrícos, http://www. abrhidro …, 2021 | | 2021 |
Mapeamento da produção científica internacional sobre previsão da demanda hídrica urbana TMXM Lopes, SMO Silva, RL Frota, TMN Carvalho ABRHidro-Associação Brasileira de Recursos Hidrícos, http://www. abrhidro …, 2021 | | 2021 |
Modelagem dinâmica espacial aplicada à previsão da demanda hídrica TMXM Lopes, SMO Silva, LM Oliveira, TMN Carvalho, BAM Rodrigues, ... ABRHidro-Associação Brasileira de Recursos Hidrícos, http://www. abrhidro …, 2021 | | 2021 |
Identification of correlation between residential water demand and average income using the pool regression model: Study case in Fortaleza-Brazil TA Oliveira, FA Souza Filho, GA Reis, TMN Carvalho Water Utility Journal, 2020 | | 2020 |