TY - GEN AU - Guirado Hernández, Emilio AU - Alcaraz Segura, Domingo AU - Cabello Piñar, Francisco Javier AU - Puertas Ruíz, Sergio AU - Herrera, Francisco AU - Tabik, Siham PY - 2020 SN - 2072-4292 UR - http://hdl.handle.net/10835/7706 AB - Accurate tree cover mapping is of paramount importance in many fields, from biodiversity conservation to carbon stock estimation, ecohydrology, erosion control, or Earth system modelling. Despite this importance, there is still uncertainty about... LA - en PB - MDPI KW - convolutional neural networks KW - data augmentation KW - deep learning KW - dry forest KW - forest mapping KW - large-scale datasets KW - transfer learning TI - Tree Cover Estimation in Global Drylands from Space Using Deep Learning ER -