EVALUATING PIXEL-BASED AND OBJECT-BASED APPROACHES FOR FOREST ABOVE-GROUND BIOMASS ESTIMATION USING A COMBINATION OF OPTICAL, SAR, AND AN EXTREME GRADIENT BOOSTING MODEL
H. Tamiminia,B. Salehi,M. Mahdianpari,C. M. Beier,and L. Johnson
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
Graduate Program in Environmental Science, State University of New York College of Environmental Science and Forestry (SUNY-ESF), NY 13210, USA
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