Nathalie Guimarães

Publication Activity (10 Years)

Years Active: 2019-2024
Publications (10 Years): 9

Top Topics

Machine Learning

High Spatial Resolution

Top Venues

ISPRS Int. J. Geo Inf.

Publications

Nathalie Guimarães, Joaquim João Sousa, Pedro Couto, Albino Bento, Luís Pádua
Combining UAV-Based Multispectral and Thermal Infrared Data with Regression Modeling and SHAP Analysis for Predicting Stomatal Conductance in Almond Orchards. Remote. Sens. 16 (13) (2024)
Nathalie Guimarães, Luís Pádua, Joaquim João Sousa, Albino Bento, Pedro Couto
Identification of Aphids Using Machine Learning Classifiers on UAV-Based Multispectral Data. IGARSS (2023)
Nathalie Guimarães, Luís Pádua, Joaquim João Sousa, Albino Bento, Pedro Couto
ALMOND ORCHARD MANAGEMENT USING MULTI-TEMPORAL UAV DATA: A PROOF OF CONCEPT. IGARSS (2022)
Nathalie Guimarães, Luís Pádua, Telmo Adão, Jonás Hruska, Emanuel Peres, Joaquim João Sousa
VisWebDrone: A Web Application for UAV Photogrammetry Based on Open-Source Software. ISPRS Int. J. Geo Inf. 9 (11) (2020)
Telmo Adão, Abel Soares, Luís Pádua, Nathalie Guimarães, Tatiana M. Pinho, Joaquim João Sousa, Raul Morais, Emanuel Peres
Mysense-Webgis: A Graphical Map Layering-Based Decision Support Tool for Agriculture. IGARSS (2020)
Nathalie Guimarães, Luís Pádua, Pedro Marques, Nuno Silva, Emanuel Peres, Joaquim João Sousa
Forestry Remote Sensing from Unmanned Aerial Vehicles: A Review Focusing on the Data, Processing and Potentialities. Remote. Sens. 12 (6) (2020)
Luís Pádua, Telmo Adão, Jonás Hruska, Nathalie Guimarães, Pedro Marques, Emanuel Peres, Joaquim João Sousa
Vineyard Classification Using Machine Learning Techniques Applied to RGB-UAV Imagery. IGARSS (2020)
Luís Pádua, Nathalie Guimarães, Telmo Adão, António M. R. Sousa, Emanuel Peres, Joaquim João Sousa
Effectiveness of Sentinel-2 in Multi-Temporal Post-Fire Monitoring When Compared with UAV Imagery. ISPRS Int. J. Geo Inf. 9 (4) (2020)
Luís Pádua, Nathalie Guimarães, Telmo Adão, Pedro Marques, Emanuel Peres, António M. R. Sousa, Joaquim João Sousa
Classification of an Agrosilvopastoral System Using RGB Imagery from an Unmanned Aerial Vehicle. EPIA (1) (2019)