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Journal Articles
- 2024
[j13]Robson Argolo dos Santos, Everardo Chartuni Mantovani, Vinicius Bof Bufon, Elpídio Inácio Fernandes Filho:
Improving actual evapotranspiration estimates through an integrated remote sensing and cutting-edge machine learning approach. Comput. Electron. Agric. 225: 109258 (2024)- 2023
- [j12]Erli Pinto dos Santos, Michel Castro Moreira, Elpídio Inácio Fernandes Filho, José Alexandre Melo Demattê, Uemeson José dos Santos, Demetrius David da Silva, Renata Ranielly Pedroza Cruz, Jean Michel Moura-Bueno, Isabel Caligiorne Santos, Everardo Valadares de Sá Barreto Sampaio:
Improving the generalization error and transparency of regression models to estimate soil organic carbon using soil reflectance data. Ecol. Informatics 77: 102240 (2023) - [j11]Rafael César Silva
, Guilherme Resende Corrêa, Daniel Meira Arruda, Gustavo Vieira Veloso, Elpídio Inácio Fernandes Filho, Hugo Galvão Cândido, Fábio Soares de Oliveira, Gabriel Palucci Rosa, Hermann Behling, Carlos Ernesto Gonçalves Reynaud Schaefer:
The Brazilian semiarid region over the past 21,000 years: Vegetation dynamics in small pulses of higher humidity. Ecol. Informatics 77: 102259 (2023) - [j10]Bruna Cristina Gallo, Paulo Sergio Graziano Magalhães, José Alexandre Melo Demattê, Walter Rossi Cervi, João Luís Nunes Carvalho, Leandro Carneiro Barbosa, Henrique Bellinaso, Danilo César de Mello, Gustavo Vieira Veloso, Marcelo Rodrigo Alves, Elpídio Inácio Fernandes Filho, Márcio Rocha Francelino, Carlos Ernesto Gonçalves Reynaud Schaefer:
Soil Erosion Satellite-Based Estimation in Cropland for Soil Conservation. Remote. Sens. 15(1): 20 (2023) - [j9]Erli Pinto dos Santos, Michel Castro Moreira, Elpídio Inácio Fernandes Filho, José Alexandre Melo Demattê, Emily Ane Dionizio, Demetrius David da Silva, Renata Ranielly Pedroza Cruz, Jean Michel Moura-Bueno, Uemeson José dos Santos, Marcos Heil Costa:
Sentinel-1 Imagery Used for Estimation of Soil Organic Carbon by Dual-Polarization SAR Vegetation Indices. Remote. Sens. 15(23): 5464 (2023) - 2022
- [j8]Erli Pinto dos Santos, Demetrius David da Silva, Cibele Hummel do Amaral, Elpídio Inácio Fernandes Filho, Rafael Luís Silva Dias:
A Machine Learning approach to reconstruct cloudy affected vegetation indices imagery via data fusion from Sentinel-1 and Landsat 8. Comput. Electron. Agric. 194: 106753 (2022) - [j7]Luis Augusto Di Loreto Di Raimo, Eduardo Guimarães Couto, Danilo César de Mello, José Alexandre Melo Demattê, Ricardo Santos Silva Amorim, Gilmar Nunes Torres, Edwaldo Dias Bocuti, Gustavo Vieira Veloso, Raúl Roberto Poppiel, Márcio Rocha Francelino, Elpídio Inácio Fernandes Filho:
Characterizing and Modeling Tropical Sandy Soils through VisNIR-SWIR, MIR Spectroscopy, and X-ray Fluorescence. Remote. Sens. 14(19): 4823 (2022) - 2021
- [j6]Rafael Luís Silva Dias, Demetrius David da Silva, Elpídio Inácio Fernandes Filho, Cibele Hummel do Amaral, Erli Pinto dos Santos, Juliana Fazolo Marques, Gustavo Vieira Veloso:
Machine learning models applied to TSS estimation in a reservoir using multispectral sensor onboard to RPA. Ecol. Informatics 65: 101414 (2021) - 2020
- [j5]Leiliane Bozzi Zeferino, Ligia Faria Tavares de Souza, Cibele Hummel do Amaral, Elpídio Inácio Fernandes Filho, Teogenes Senna de Oliveira:
Does environmental data increase the accuracy of land use and land cover classification? Int. J. Appl. Earth Obs. Geoinformation 91: 102128 (2020) - [j4]Roberto Filgueiras, Everardo Chartuni Mantovani, Elpídio Inácio Fernandes Filho, Fernando França da Cunha, Daniel Althoff, Santos Henrique Brant Dias:
Fusion of MODIS and Landsat-Like Images for Daily High Spatial Resolution NDVI. Remote. Sens. 12(8): 1297 (2020) - 2019
- [j3]Roberto Filgueiras, Everardo Chartuni Mantovani, Daniel Althoff, Elpídio Inácio Fernandes Filho, Fernando França da Cunha:
Crop NDVI Monitoring Based on Sentinel 1. Remote. Sens. 11(12): 1441 (2019) - [j2]Bruna Paolinelli Reis, Sebastião Venâncio Martins, Elpídio Inácio Fernandes Filho, Tathiane Santi Sarcinelli, José Marinaldo Gleriani, Gustavo Eduardo Marcatti, Helio Garcia Leite, Melinda Halassy:
Management Recommendation Generation for Areas Under Forest Restoration Process through Images Obtained by UAV and LiDAR. Remote. Sens. 11(13): 1508 (2019) - [j1]Helena S. K. Pinheiro, Theresa P. R. Barbosa, Mauro Antonio Homem Antunes, Daniel Costa de Carvalho, Alexis R. Nummer, Waldir de Carvalho Junior, Cesar da Silva Chagas, Elpídio Inácio Fernandes Filho, Marcos Gervasio Pereira:
Assessment of Phytoecological Variability by Red-Edge Spectral Indices and Soil-Landscape Relationships. Remote. Sens. 11(20): 2448 (2019)
Conference and Workshop Papers
- 2022
- [c1]Mariana Albuquerque Reynaud Schaefer, Carlos H. T. Brumatti, Gustavo Vieira Veloso, Jugurta Lisboa Filho, Elpídio Inácio Fernandes Filho, Julio C. S. Reis:
Técnicas de Mineração de Dados e Aprendizado de Máquina Aplicadas a Dados Ambientais de Uso e Cobertura de Solo. SBBD 2022: 361-366
Coauthor Index
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