Tainá Thomassim Guimarães

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

Lucas Silveira Kupssinskü, Tainá Thomassim Guimarães, Eniuce Menezes de Souza et al. · Sensors · 2020 · 114 citations · Full text

Precision Agriculture, Environmental Monitoring, Machine Learning +16

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

Tainá Thomassim Guimarães, Maurício Roberto Veronez, Emilie C. Koste et al. · Sustainability · 2017 · 45 citations · Full text

Chlorophyll Detection, Situ Spectral Analysis, Precision Agriculture +15

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

Tainá Thomassim Guimarães, Maurício Roberto Veronez, Emilie C. Koste et al. · Sustainability · 2019 · 39 citations · Full text

Environmental Monitoring, Machine Learning, Suspended Solids +18

Evaluation of the impacts of climate change on streamflow through hydrological simulation and under downscaling scenarios: case study in a watershed in southeastern Brazil

Gabriela Leite Neves, Mariana Abibi Guimarães Araujo Barbosa, Phelipe da Silva Anjinho et al. · Environmental Monitoring and Assessment · 2020 · 22 citations

Engineering, Water Resources, Drought +8

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

Maurício Roberto Veronez, Lucas Silveira Kupssinskü, Tainá Thomassim Guimarães et al. · Sensors · 2018 · 18 citations · Full text

Environmental Monitoring, Engineering, Water Quality Monitoring +29