Evaluation of Regression Analysis and Neural Networks to Predict Total Suspended Solids in Water Bodies from Unmanned Aerial Vehicle Images

by Tainá T. Guimarães, Maurício R. Veronez, Emilie C. Koste, Eniuce M. Souza, Diego Brum, Luiz Gonzaga, Frederico F. Mauad
Published 2019-05-01

A Method for Chlorophyll-a and Suspended Solids Prediction through Remote Sensing and Machine Learning

by Lucas Silveira Kupssinskü, Tainá Thomassim Guimarães, Eniuce Menezes de Souza, Daniel C. Zanotta, Mauricio Roberto Veronez, Luiz Gonzaga, Frederico Fábio Mauad
Published 2020-04-01

Statistical assessment of cartographic product from photogrammetry and fixed-wing UAV acquisition

by Ademir Marques Junior, Dalva Maria De Castro, Taina Thomassin Guimarães, Leonardo Campos Inocencio, Maurício Roberto Veronez, Frederico Fábio Mauad, Luis Gonzaga Jr
Published 2020-01-01

Geometry accuracy of DSM in water body margin obtained from an RGB camera with NIR band and a multispectral sensor embedded in UAV

by Dalva Maria de Castro Vitti, Ademir Marques Junior, Taina Thomassin Guimarães, Emilie Caroline Koste, Leonardo Campos Inocencio, Maurício Roberto Veronez, Frederico Fábio Mauad
Published 2019-03-01

An Alternative Method of Spatial Autocorrelation for Chlorophyll Detection in Water Bodies Using Remote Sensing

by Tainá T. Guimarães, Maurício R. Veronez, Emilie C. Koste, Luiz Gonzaga, Fabiane Bordin, Leonardo C. Inocencio, Ana Paula C. Larocca, Marcelo Z. de Oliveira, Dalva C. Vitti, Frederico F. Mauad
Published 2017-03-01

Proposal of a Method to Determine the Correlation between Total Suspended Solids and Dissolved Organic Matter in Water Bodies from Spectral Imaging and Artificial Neural Networks

by Maurício R. Veronez, Lucas S. Kupssinskü, Tainá T. Guimarães, Emilie C. Koste, Juarez M. da Silva, Laís V. de Souza, William F. M. Oliverio, Rogélio S. Jardim, Ismael É. Koch, Jonas G. de Souza, Luiz Gonzaga, Frederico F. Mauad, Leonardo C. Inocencio, Fabiane Bordin
Published 2018-01-01