AGWB map of the Brazilian Cerrado native vegetation using Random Forest
收藏Figshare2021-09-22 更新2026-04-08 收录
下载链接：
https://figshare.com/articles/dataset/AGWB_map_of_the_Brazilian_Cerrado_native_vegetation_using_Random_Forest/16607420/1
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资源简介：
Two 30-m resolution aboveground woody biomass (AGWB) model for the Brazilian Cerrado biome built based on optical satellite imagery (Landsat-5 and Landsat-8) and SAR imagery (ALOS and ALOS-2), using two machine learning algorithms (Random Forest and CART). Field data used to calibrate the models include and a set of plot-based and LiDAR-derived AGWB estimates (n=1,858) from a wide network of researchers in Brazil
提供机构：
Machado, Evandro Luiz Mendonça; Miranda, Sabrina; Alencar, Ane; Shimbo, Julia Z.; da Conceição Bispo, Polyanna; Júnior, Jamir Afonso do Prado; Scolforo, José Roberto Soares; de Castro Nunes Santos Terra, Marcela; Rodriguez Veiga, Pedro; Lenza, Eddie; Abadia, Ana Clara; de Mello, José Marcio; Roitman, Iris; Bustamante, Mercedes; Pinto, José Roberto Rodrigues; Maracahipes-Santos, Leonardo; Gonzaga, Anne Priscila Dias; Zimbres, Barbara; Haidar, Ricardo; Gomes, Letícia; Balzter, Heiko; Carvalho, Fabrício Alvim
创建时间：
2021-09-22
