Lucas K. Johnson

Decision tree-based machine learning models for above-ground biomass estimation using multi-source remote sensing data and object-based image analysis

Haifa Tamiminia, Bahram Salehi, Masoud Mahdianpari et al. · Geocarto International · 2022 · 20 citations

Fine-resolution landscape-scale biomass mapping using a spatiotemporal patchwork of LiDAR coverages

Lucas K. Johnson, M. J. Mahoney, Eddie Bevilacqua et al. · International Journal of Applied Earth Observation and Geoinformation · 2022 · 18 citations · Full text

Mapping historical forest biomass for stock-change assessments at parcel to landscape scales

Lucas K. Johnson, M. J. Mahoney, Madeleine L. Desrochers et al. · Forest Ecology and Management · 2023 · 13 citations · Full text

A COMPARISON OF RANDOM FOREST AND LIGHT GRADIENT BOOSTING MACHINE FOR FOREST ABOVE-GROUND BIOMASS ESTIMATION USING A COMBINATION OF LANDSAT, ALOS PALSAR, AND AIRBORNE LIDAR DATA

Haifa Tamiminia, Bahram Salehi, Masoud Mahdianpari et al. · ˜The œinternational archives of the photogrammetry, remote sensing and spatial information sciences/International archives of the photogrammetry, remote sensing and spatial information sciences · 2021 · 12 citations · Full text

Environmental Monitoring, Engineering, Forest Biometrics +18

Classification and mapping of low-statured shrubland cover types in post-agricultural landscapes of the US Northeast

M. J. Mahoney, Lucas K. Johnson, Abigail Z Guinan et al. · International Journal of Remote Sensing · 2022 · 12 citations · Full text