Matthew Irwin

Publication Activity (10 Years)

Years Active: 2018-2024
Publications (10 Years): 6

Top Topics

Hyperspectral Data

Multivariate Regression

Machine Learning Models

Top Venues

Publications

Hongyi Lyu, Miles Grafton, Thiagarajah Ramilan, Matthew Irwin, Eduardo Sandoval
Hyperspectral Imaging Spectroscopy for Non-Destructive Determination of Grape Berry Total Soluble Solids and Titratable Acidity. Remote. Sens. 16 (10) (2024)
Hongyi Lyu, Miles Grafton, Thiagarajah Ramilan, Matthew Irwin, Eduardo Sandoval
Assessing the Leaf Blade Nutrient Status of Pinot Noir Using Hyperspectral Reflectance and Machine Learning Models. Remote. Sens. 15 (6) (2023)
Hongyi Lyu, Miles Grafton, Thiagarajah Ramilan, Matthew Irwin, Hsiang-En Wei, Eduardo Sandoval
Using Remote and Proximal Sensing Data and Vine Vigor Parameters for Non-Destructive and Rapid Prediction of Grape Quality. Remote. Sens. 15 (22) (2023)
Hsiang-En Wei, Miles Grafton, Michael Bretherton, Matthew Irwin, Eduardo Sandoval
Evaluation of the Use of UAV-Derived Vegetation Indices and Environmental Variables for Grapevine Water Status Monitoring Based on Machine Learning Algorithms and SHAP Analysis. Remote. Sens. 14 (23) (2022)
Hsiang-En Wei, Miles Grafton, Michael Bretherton, Matthew Irwin, Eduardo Sandoval
Evaluation of Point Hyperspectral Reflectance and Multivariate Regression Models for Grapevine Water Status Estimation. Remote. Sens. 13 (16) (2021)
Rajasheker Reddy Pullanagari, Gabor Kereszturi, Ian Yule, Matthew Irwin
Determining Uncertainty Prediction Map of Copper Concentration in Pasture from Hyperspectral Data Using Qunatile Regression Forest. IGARSS (2018)