Celso Augusto Guimarães Santos

Publication Activity (10 Years)

Years Active: 2014-2023
Publications (10 Years): 8

Top Topics

Statistical Analysis

Wavelet Neural Network

Wavelet Transform

Short And Long Term

Top Venues

Appl. Soft Comput.

Earth Sci. Informatics

Neural Comput. Appl.

Publications

Celso Augusto Guimarães Santos, Gleycielle Rodrigues do Nascimento, Camilo Allyson Simões de Farias, Richarde Marques da Silva, Manoranjan Mishra
Short- and long-term streamflow forecasting using wavelet neural networks for complex watersheds: A case study in the Mahanadi River, India. Ecol. Informatics 73 (2023)
Cláudia Adriana Bueno da Fonseca, Nadhir Al-Ansari, Richarde Marques da Silva, Celso Augusto Guimarães Santos, Bilel Zerouali, Daniel Bezerra de Oliveira, Ahmed Elbeltagi
Investigating Relationships between Runoff-Erosion Processes and Land Use and Land Cover Using Remote Sensing Multiple Gridded Datasets. ISPRS Int. J. Geo Inf. 11 (5) (2022)
Samuel Vitor Saraiva, Frede de Oliveira Carvalho, Celso Augusto Guimarães Santos, Lucas Costa Barreto, Paula Karenina de Macedo Machado Freire
Daily streamflow forecasting in Sobradinho Reservoir using machine learning models coupled with wavelet transform and bootstrapping. Appl. Soft Comput. 102 (2021)
Paula Karenina de Macedo Machado Freire, Celso Augusto Guimarães Santos
Optimal level of wavelet decomposition for daily inflow forecasting. Earth Sci. Informatics 13 (4) (2020)
Reginaldo Moura Brasil Neto, Celso Augusto Guimarães Santos, Thiago Victor Medeiros do Nascimento, Richarde Marques da Silva, Carlos Antonio Costa dos Santos
Evaluation of the TRMM Product for Monitoring Drought over Paraíba State, Northeastern Brazil: A Statistical Analysis. Remote. Sens. 12 (14) (2020)
Paula Karenina de Macedo Machado Freire, Celso Augusto Guimarães Santos, Gustavo Barbosa Lima da Silva
Analysis of the use of discrete wavelet transforms coupled with ANN for short-term streamflow forecasting. Appl. Soft Comput. 80 (2019)
Celso Augusto Guimarães Santos, Reginaldo Moura Brasil Neto, Richarde Marques da Silva, Samir Gonçalves Fernandes Costa
Cluster Analysis Applied to Spatiotemporal Variability of Monthly Precipitation over Paraíba State Using Tropical Rainfall Measuring Mission (TRMM) Data. Remote. Sens. 11 (6) (2019)
Alexandro Medeiros Silva, Richarde Marques da Silva, Celso Augusto Guimarães Santos
Automated surface energy balance algorithm for land (ASEBAL) based on automating endmember pixel selection for evapotranspiration calculation in MODIS orbital images. Int. J. Appl. Earth Obs. Geoinformation 79 (2019)
Seyed Ahmad Akrami, Ahmed El-Shafie, Mahdi Naseri, Celso Augusto Guimarães Santos
Rainfall data analyzing using moving average (MA) model and wavelet multi-resolution intelligent model for noise evaluation to improve the forecasting accuracy. Neural Comput. Appl. 25 (7-8) (2014)