Dimension reduction for spatial regression: Spatial predictor envelope

P May, HM Rekabdarkolaee - Spatial Statistics, 2024 - Elsevier
Natural sciences such as geology and forestry often utilize regression models for spatial
data with many predictors and small to moderate sample sizes. In these settings, efficient …

[HTML][HTML] Connecting spaceborne lidar with NFI networks: A method for improved estimation of forest structure and biomass

PB May, RO Dubayah, JM Bruening… - International Journal of …, 2024 - Elsevier
Spaceborne lidar provides a unique opportunity to supplement the field plot measurements
of national forest inventories (NFIs) by providing dense measurements of vertical canopy …