Edson Eyji Sano

Publication Activity (10 Years)

Years Active: 2004-2024
Publications (10 Years): 20

Top Topics

Machine Learning

Convolutional Neural Networks

Top Venues

ISPRS Int. J. Geo Inf.

Publications

Jales de Freitas Bussinguer, Gustavo Macedo de Mello Baptista, Edson Eyji Sano, Fabrício Assis Leal
Understanding the Spatio-Temporal Behavior of Sentinel-1 SAR Vegetation Indices Over the Brazilian Savanna. IEEE Trans. Geosci. Remote. Sens. 62 (2024)
Edson Luis Bolfe, Taya Cristo Parreiras, Lucas Augusto Pereira da Silva, Edson Eyji Sano, Giovana Maranhão Bettiol, Daniel de Castro Victoria, Ieda Del'Arco Sanches, Luiz Eduardo Vicente
Mapping Agricultural Intensification in the Brazilian Savanna: A Machine Learning Approach Using Harmonized Data from Landsat Sentinel-2. ISPRS Int. J. Geo Inf. 12 (7) (2023)
Lucas Silva Costa, Edson Eyji Sano, Manuel Eduardo Ferreira, Cássia Beatriz Rodrigues Munhoz, João Vitor Silva Costa, Leomar Rufino Alves Júnior, Thiago Roure Bandeira de Mello, Mercedes Maria da Cunha Bustamante
Woody Plant Encroachment in a Seasonal Tropical Savanna: Lessons about Classifiers and Accuracy from UAV Images. Remote. Sens. 15 (9) (2023)
Lucrêncio Silvestre Macarringue, Edson Luis Bolfe, Soltan Galano Duverger, Edson Eyji Sano, Marcellus Marques Caldas, Marcos César Ferreira, Jurandir Zullo Junior, Lindon Fonseca Matias
Land Use and Land Cover Classification in the Northern Region of Mozambique Based on Landsat Time Series and Machine Learning. ISPRS Int. J. Geo Inf. 12 (8) (2023)
Tahisa Neitzel Kuck, Luis Gómez, Edson Eyji Sano, Polyanna da Conceição Bispo, Douglas D. C. Honório
Performance of Speckle Filters for COSMO-SkyMed Images From the Brazilian Amazon. IEEE Geosci. Remote. Sens. Lett. 19 (2022)
Taya Cristo Parreiras, Edson Luis Bolfe, Michel Eustáquio Dantas Chaves, Ieda Del'Arco Sanches, Edson Eyji Sano, Daniel de Castro Victoria, Giovana Maranhão Bettiol, Luiz Eduardo Vicente
Hierarchical Classification of Soybean in the Brazilian Savanna Based on Harmonized Landsat Sentinel Data. Remote. Sens. 14 (15) (2022)
Jean J. Novais, Marilusa P. C. Lacerda, Edson Eyji Sano, José Alexandre Melo Demattê, Manuel P. Oliveira
Digital Soil Mapping Using Multispectral Modeling with Landsat Time Series Cloud Computing Based. Remote. Sens. 13 (6) (2021)
Tahisa Neitzel Kuck, Paulo Fernando Ferreira Silva Filho, Edson Eyji Sano, Polyanna da Conceição Bispo, Elcio Hideiti Shiguemori, Ricardo Dalagnol
Change Detection of Selective Logging in the Brazilian Amazon Using X-Band SAR Data and Pre-Trained Convolutional Neural Networks. Remote. Sens. 13 (23) (2021)
Claudia Arantes Silva, Giancarlo Santilli, Edson Eyji Sano, Giovanni Laneve
Fire Occurrences and Greenhouse Gas Emissions from Deforestation in the Brazilian Amazon. Remote. Sens. 13 (3) (2021)
Tahisa Neitzel Kuck, Edson Eyji Sano, Polyanna da Conceição Bispo, Elcio Hideiti Shiguemori, Paulo Fernando Ferreira Silva Filho, Eraldo Aparecido Trondoli Matricardi
A Comparative Assessment of Machine-Learning Techniques for Forest Degradation Caused by Selective Logging in an Amazon Region Using Multitemporal X-Band SAR Images. Remote. Sens. 13 (17) (2021)
Giovana Maranhão Bettiol, Manuel Eduardo Ferreira, Luiz Pacheco Motta, Édipo Henrique Cremon, Edson Eyji Sano
Conformity of the NASADEM_HGT and ALOS AW3D30 DEM with the Altitude from the Brazilian Geodetic Reference Stations: A Case Study from Brazilian Cerrado. Sensors 21 (9) (2021)
Edson Eyji Sano, Paola Rizzoli, Christian N. Koyama, Manabu Watanabe, Marcos Adami, Yosio Edemir Shimabukuro, Gustavo Bayma, Daniel M. Freitas
Comparative Analysis of the Global Forest/Non-Forest Maps Derived from SAR and Optical Sensors. Case Studies from Brazilian Amazon and Cerrado Biomes. Remote. Sens. 13 (3) (2021)
Christian N. Koyama, Manabu Watanabe, Edson Eyji Sano, Masato Hayashi, Izumi Nagatani, Takeo Tadono, Masanobu Shimada
Improving L-Band SAR Forest Monitoring by Big Data Deep Learning Based on ALOS-2 5 Years Pan-Tropical Observations. IGARSS (2021)
Polyanna da Conceição Bispo, Pedro Rodriguez-Veiga, Bárbara Zimbres, Sabrina do Couto de Miranda, Cassio Henrique Giusti Cezare, Sam Fleming, Francesca Baldacchino, Valentin Louis, Dominik Rains, Mariano García, Fernando Del Bon Espírito-Santo, Iris Roitman, Ana Mari a Pacheco-Pascagaza, Yaqing Gou, John Roberts, Kirsten Barrett, Laerte Guimarães Ferreira, Julia Zanin Shimbo, Ane Alencar, Mercedes Bustamante, Iain Hector Woodhouse, Edson Eyji Sano, Jean P. H. B. Ometto, Kevin Tansey, Heiko Balzter
Woody Aboveground Biomass Mapping of the Brazilian Savanna with a Multi-Sensor and Machine Learning Approach. Remote. Sens. 12 (17) (2020)
Ane Alencar, Julia Zanin Shimbo, Felipe E. B. Lenti, Camila Balzani Marques, Bárbara Zimbres, Marcos R. Rosa, Vera Arruda, Isabel Castro, João Paulo Fernandes Márcico Ribeiro, Victória Varela, Isa Alencar, Valderli Piontekowski, Vivian Ribeiro, Mercedes Bustamante, Edson Eyji Sano, Mario Barroso
Mapping Three Decades of Changes in the Brazilian Savanna Native Vegetation Using Landsat Data Processed in the Google Earth Engine Platform. Remote. Sens. 12 (6) (2020)
Yosio Edemir Shimabukuro, Egidio Arai, Valdete Duarte, Andeise Cerqueira Dutra, Henrique Luis Godinho Cassol, Edson Eyji Sano, Tânia Beatriz Hoffmann
Discriminating Land Use and Land Cover Classes in Brazil Based on the Annual PROBA-V 100 m Time Series. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 13 (2020)
Natalia C. Wiederkehr, Fábio F. Gama, Paulo B. N. Castro, Polyanna da Conceição Bispo, Heiko Balzter, Edson Eyji Sano, Veraldo Liesenberg, João Roberto dos Santos, José C. Mura
Discriminating Forest Successional Stages, Forest Degradation, and Land Use in Central Amazon Using ALOS/PALSAR-2 Full-Polarimetric Data. Remote. Sens. 12 (21) (2020)
Egidio Arai, Edson Eyji Sano, Andeise Cerqueira Dutra, Henrique Luis Godinho Cassol, Tânia Beatriz Hoffmann, Yosio Edemir Shimabukuro
Vegetation Fraction Images Derived from PROBA-V Data for Rapid Assessment of Annual Croplands in Brazil. Remote. Sens. 12 (7) (2020)
Flavio Fortes Camargo, Edson Eyji Sano, Cláudia Maria de Almeida, José C. Mura, Tati Almeida
A Comparative Assessment of Machine-Learning Techniques for Land Use and Land Cover Classification of the Brazilian Tropical Savanna Using ALOS-2/PALSAR-2 Polarimetric Images. Remote. Sens. 11 (13) (2019)
Claudia Arantes Silva, Giancarlo Santilli, Edson Eyji Sano, Giovanni Laneve
Hot Spots Occurrence in the Dynamics of Deforestation In The Amazon Rainforest. IGARSS (2019)
Flavio Fortes Camargo, Edson Eyji Sano, Gustavo Macedo de Mello Baptista, Raphael de Oliveira Borges
Preliminary assessment of ALOS/PALSAR images for the international roughness index estimation. IGARSS (2015)
Laerte Guimarães Ferreira, Luis E. Fernandez, Edson Eyji Sano, Chris Field, Silvio B. Sousa, Arielle E. Arantes, Fernando M. Araújo-Moreira
Biophysical Properties of Cultivated Pastures in the Brazilian Savanna Biome: An Analysis in the Spatial-Temporal Domains Based on Ground and Satellite Data. Remote. Sens. 5 (1) (2013)
Edson Eyji Sano, Elaine M. Santos, Paulo R. Meneses
The use of ALOS PALSAR imagery for Cerrado's land use and land cover mapping. IGARSS (2010)
Tatiana Mora Kuplich, Yosio Edemir Shimabukuro, Emerson Luiz Servello, Edson Eyji Sano
Polarimetric Signatures and Classification of Tropical Land Covers. IGARSS (5) (2009)
Angélica Giarolla, Edson Eyji Sano, Marcos Adami, Thomas J. Jackson
Temporal and spatial dynamics of C-band brightness temperature over the Brazilian tropical savanna. IGARSS (2007)
Laerte Guimarães Ferreira, Manuel Eduardo Ferreira, Marcelo Cabral Aguiar, Nilson Clementino Ferreira, Marisa Prado Gomes, Edson Eyji Sano
A land cover map for the state of Goi's, Brazil: a comparative analysis of different mapping approaches and strategies. IGARSS (2005)
Edson Eyji Sano, Eduardo Delgado Assad, Thomas J. Jackson, Wade T. Crow, Ann Y. Hsu
Overview of the Aqua/AMSR-E 2003 soil moisture experiment in Brazil (SMEX03 Brazil). IGARSS (2004)
Laerte Guimarães Ferreira, Manuel Eduardo Ferreira, Nilson Clementino Ferreira, Eristelma Teixeira de Jesus, Edson Eyji Sano, Alfredo R. Huete
Evaluation of MODIS vegetation indices and change thresholds for the monitoring of the Brazilian Cerrado. IGARSS (2004)