Background

Postdoc researcher

ScaDS.AI (Leipzig University)

Guest researcher

Helmholtz Centre for Environmental Research

PhD in Civil Engineering (Water Resources)

With honors

Federal University of Ceara

MBA in Data Science

São Paulo University

Masters in Civil Engineering (Water Resources)

Federal University of Ceara

Bachelor in Environmental Engineering

Federal University of Ceara

Magna cum laude

Exchange period in the Missouri University of Science and Technology (USA)

Publications

Scientific papers

Lima, L.O., Santos, L.D.C., Nunes Carvalho, T. M., Souza Filho, F. A. (2024). Análise do desempenho de valas de infiltração para controle pluvial em cenários de mudanças climáticas: estudo de caso Fortaleza (CE). Revista DAE.

Nunes Carvalho, T. M., Souza Filho, F. A., Brito, M. M. (2024). Unveiling Water Allocation Dynamics: A Text Analysis of 25 Years of Stakeholder Meetings. Env Research Letters.

Souza Filho, F. A., Carvalho Studart, T.M., Filho, J.D.P. et al. (2023). Integrated proactive drought management in hydrosystems and cities: building a nine-step participatory planning methodology. Nat Hazards, 115, 2179–2204.

Carneiro, B. L. D. S., Souza Filho, F. D. A., Nunes Carvalho, T. M., Raulino, J. B. S. (2022). Hydrological risk of dam failure under climate change. Revista Brasileira de Recursos Hídricos, 27.

Ribeiro, F. W., da Silva, S. M., de Souza Filho, F. D. A., Nunes Carvalho, T. M., & de M. Lopes, T. M. (2022). Diversification of urban water supply: an assessment of social costs and water production costs. Water Policy, 24(6), 980-997.

Nunes Carvalho, T. M., Lima Neto, I. E., & Souza Filho, F. D. A. (2022). Uncovering the influence of hydrological and climate variables in chlorophyll-A concentration in tropical reservoirs with machine learning. Environmental Science and Pollution Research, 1-16.

Nunes Carvalho, T. M., & de Souza Filho, F. D. A. (2021). A data-driven model to evaluate the medium-term effect of contingent pricing policies on residential water demand. Environmental Challenges, 3, 100033.

Nunes Carvalho, T. M., Souza Filho, F. A., & Porto, V. C. (2021). Urban water demand modeling using machine learning techniques: case study of fortaleza, Brazil. Journal of Water Resources Planning and Management, 147(1), 05020026.

Porto, V. C., de Souza Filho, F. D. A., Nunes Carvalho, T. M., de Carvalho Studart, T. M., & Portela, M. M. (2021). A GLM copula approach for multisite annual streamflow generation. Journal of Hydrology, 598, 126226.

Carvalho, T. M. N., Souza Filho, F. A. (2021). Variational Mode Decomposition Hybridized With Gradient Boost Regression for Seasonal Forecast of Residential Water Demand. Water Resources Management, 35(10), 3431-3445.

Xavier, L. C. P., Silva, S. M. O. D., Nunes Carvalho, T. M., Pontes Filho, J. D., & Souza Filho, F. D. A. D. (2020). Use of machine learning in evaluation of drought perception in irrigated agriculture: the case of an irrigated perimeter in Brazil. Water, 12(6), 1546.

Marques de Oliveira, L., Maria Oliveira da Silva, S., de Assis de Souza Filho, F., Nunes Carvalho, T., & Locarno Frota, R. (2020). Forecasting urban water demand using cellular automata. Water, 12(7), 2038.

Nunes Carvalho, T. M., Silva, S. M. O. D., Araújo, C. B., Frota, R., Xavier, L. C., Bezerra, B., & Souza Filho, F. D. A. D. (2021). Índice de vulnerabilidade à COVID-19: uma aplicação para a cidade de Fortaleza (CE), Brasil. Engenharia Sanitaria e Ambiental, 26, 731-739.

Nunes Carvalho, T. M., de Souza Filho, F. D. A., & Medeiros de Saboia, M. A. (2020). Performance of rainwater tanks for runoff reduction under climate change scenarios: a case study in Brazil. Urban Water Journal, 17(10), 912-922.

Book chapters

1. Prediction of seasonal water demand in Fortaleza

2. Modelling and adaptation to hydrological extremes in the context of climate varability and climate change

SECAS E CHEIAS: Modelagem e Adaptação aos extremos hidrológicos no contexto da variabilidade e mudança do clima

3. Application of Dual Stochastic Dynamic Programming in optimizing the short-term operation of the Jaguaribe-Metropolitano reservoir system

Gestão Adaptativa do risco climático de seca

Supervisions

• Katie Rohrbaugh - Princeton University

• Brenda Carneiro - Federal University of Ceará

• Louise Peixoto - Federal University of Ceará

Courses and classes

Talks and lectures

Certifications