Estimating Forest Carbon Using Machine Learning-produced Maps: Correcting for Machine Learning Estimator Bias and Estimating Uncertainty Using National Forest Inventory Data, Model-assisted and Geostatistical-model-based Estimators

Emick, Ethan

Estimating Forest Carbon Using Machine Learning-produced Maps: Correcting for Machine Learning Estimator Bias and Estimating Uncertainty Using National Forest Inventory Data, Model-assisted and Geostatistical-model-based Estimators

Ethan Emick¹, Chad Babcock¹, Andrew T Hudak², Andrew O Finley³ and Grant Domke⁴, (1)University of Minnesota Twin Cities, Department of Forest Resources, St. Paul, United States, (2)USDA Forest Service, Rocky Mountain Research Station, Moscow, United States, (3)Michigan State University, Departments of Forestry and Geography, East Lansing, United States, (4)USDA-Forest Service, St. Paul, United States