TY - GEN AU - Guirado, Emilio AU - Alcaraz Segura, Domingo AU - Cabello, Javier AU - Puertas-Ruíz, Sergio AU - Herrera Triguero, Francisco AU - Tabik, Siham PY - 2020 UR - http://hdl.handle.net/10481/60633 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 - eng 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 DO - 10.3390/rs12030343 ER -