Article ID Journal Published Year Pages File Type
6347510 Remote Sensing of Environment 2012 17 Pages PDF
Abstract
► Development of an aboveground biomass map for Guinea-Bissau from radar data. ► Comparing a semi-empirical model and bagging stochastic gradient boosting (BagSGB). ► BagSGB model performed better, R = 0.95, RMSE = 26.62 Mg ha-1. ► Issues were (i) presence of palms, (ii) plot size, (iii) vegetation structural types.
Related Topics
Physical Sciences and Engineering Earth and Planetary Sciences Computers in Earth Sciences
Authors
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