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
H. Tamiminia,B. Salehi,M. Mahdianpari,C. M. Beier,L. Johnson,and D. B. Phoenix
H. Tamiminia
Department of Environmental Resources Engineering, State University of New York College of Environmental Science and Forestry (SUNY-ESF), NY 13210, USA
B. Salehi
Department of Environmental Resources Engineering, State University of New York College of Environmental Science and Forestry (SUNY-ESF), NY 13210, USA
M. Mahdianpari
C-CORE and Department of Electrical and Computer Engineering, Memorial University of Newfoundland, St. John’s, NL A1B 3X5, Canada
C. M. Beier
Sustainable Resources Management, State University of New York College of Environmental Science and Forestry (SUNY-ESF), NY 13210, USA
L. Johnson
Sustainable Resources Management, State University of New York College of Environmental Science and Forestry (SUNY-ESF), NY 13210, USA
D. B. Phoenix
Sustainable Resources Management, State University of New York College of Environmental Science and Forestry (SUNY-ESF), NY 13210, USA
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