Rainfall data analyzing using moving average (MA) model and wavelet multi-resolution intelligent model for noise evaluation to improve the forecasting accuracy. - Seyed Ahmad Akrami; Ahmed El-Shafie 001; Mahdi Naseri; Celso Augusto Guimarães Santos (Neural Comput. Appl., 2014)

Automated surface energy balance algorithm for land (ASEBAL) based on automating endmember pixel selection for evapotranspiration calculation in MODIS orbital images. - Alexandro Medeiros Silva; Richarde Marques da Silva; Celso Augusto Guimarães Santos (Int. J. Appl. Earth Obs. Geoinformation, 2019)

Analysis of the use of discrete wavelet transforms coupled with ANN for short-term streamflow forecasting. - Paula Karenina de Macedo Machado Freire; Celso Augusto Guimarães Santos; Gustavo Barbosa Lima da Silva (Appl. Soft Comput., 2019)

Cluster Analysis Applied to Spatiotemporal Variability of Monthly Precipitation over Paraíba State Using Tropical Rainfall Measuring Mission (TRMM) Data. - Celso Augusto Guimarães Santos; Reginaldo Moura Brasil Neto; Richarde Marques da Silva; Samir Gonçalves Fernandes Costa (Remote. Sens., 2019)

Optimal level of wavelet decomposition for daily inflow forecasting. - Paula Karenina de Macedo Machado Freire; Celso Augusto Guimarães Santos (Earth Sci. Informatics, 2020)

Evaluation of the TRMM Product for Monitoring Drought over Paraíba State, Northeastern Brazil: A Statistical Analysis. - Reginaldo Moura Brasil Neto; Celso Augusto Guimarães Santos; Thiago Victor Medeiros do Nascimento; Richarde Marques da Silva; Carlos Antonio Costa dos Santos (Remote. Sens., 2020)

Daily streamflow forecasting in Sobradinho Reservoir using machine learning models coupled with wavelet transform and bootstrapping. - Samuel Vitor Saraiva; Frede de Oliveira Carvalho; Celso Augusto Guimarães Santos; Lucas Costa Barreto; Paula Karenina de Macedo Machado Freire (Appl. Soft Comput., 2021)

Investigating Relationships between Runoff-Erosion Processes and Land Use and Land Cover Using Remote Sensing Multiple Gridded Datasets. - Cláudia Adriana Bueno da Fonseca; Nadhir Al-Ansari; Richarde Marques da Silva; Celso Augusto Guimarães Santos; Bilel Zerouali; Daniel Bezerra de Oliveira; Ahmed Elbeltagi (ISPRS Int. J. Geo Inf., 2022)

Short- and long-term streamflow forecasting using wavelet neural networks for complex watersheds: A case study in the Mahanadi River, India. - Celso Augusto Guimarães Santos; Gleycielle Rodrigues do Nascimento; Camilo Allyson Simões de Farias; Richarde Marques da Silva; Manoranjan Mishra (Ecol. Informatics, 2023)

Designing a deep learning-based framework for the prediction of lake surface closed curves. - Celso Augusto Guimarães Santos; Debasmita Misra; Sophia Ghanimeh; Adeyemi Olusola; Utkarsh Patel; Golmar Golmohammadi; Erfan Abdi; Vahid Karimi; Mohammad Ali Ghorbani (Earth Sci. Informatics, 2025)