1. HARNESSING THE POWER OF GEOSPATIAL DATA WITH RANDOM FOREST TO FORECAST GYPSY MOTH OUTBREAK Open Access Author: Xia, Zhiyue Title: HARNESSING THE POWER OF GEOSPATIAL DATA WITH RANDOM FOREST TO FORECAST GYPSY MOTH OUTBREAK Graduate Program: Forest Resources Keywords: Gypsy mothRandom ForestRandom ForestsForest disturbanceSpatial modelingEcological modeling File: Download Thesis_Xia_FinalVersion.pdf Committee Members: Douglas A Miller, Thesis Advisor/Co-AdvisorLaura P Leites, Thesis Advisor/Co-AdvisorShelby Fleischer, Committee Member