Andrew Haywood

Exploring issues of training data imbalance and mislabelling on random forest performance for large area land cover classification using the ensemble margin

Andrew Mellor, Samia Boukir, Andrew Haywood et al. · ISPRS Journal of Photogrammetry and Remote Sensing · 2015 · 277 citations

Engineering, Machine Learning, Data Science +15

The Performance of Random Forests in an Operational Setting for Large Area Sclerophyll Forest Classification

Andrew Mellor, Andrew Haywood, Christine Stone et al. · Remote Sensing · 2013 · 182 citations · Full text

Environmental Monitoring, Engineering, Forest Biometrics +25

Using Landsat Spectral Indices in Time-Series to Assess Wildfire Disturbance and Recovery

Samuel Hislop, Simon Jones, Mariela Soto‐Berelov et al. · Remote Sensing · 2018 · 154 citations · Full text

Environmental Monitoring, Engineering, Land Use +20

A spatial and temporal analysis of forest dynamics using Landsat time-series

Nguyễn Huy Trung, Simon Jones, Mariela Soto‐Berelov et al. · Remote Sensing of Environment · 2018 · 115 citations

Engineering, Forest Biometrics, Land Use +13

Understanding the variability in ground-based methods for retrieving canopy openness, gap fraction, and leaf area index in diverse forest systems

William Woodgate, Simon Jones, Lola Suárez et al. · Agricultural and Forest Meteorology · 2015 · 96 citations

Leaf Area Index, Land Use, Gap Fraction +8