Tree Cover Estimation in Global Drylands from Space Using Deep Learning

S.T., E.G., D.A‐S., and F.H. were supported by the project DeepSCOP‐Ayudas Fundacion BBVA a Equipos de Investigacion Cientifica en Big Data 2018. E.G. is supported by the European Research Council grant agreement 647038 (BIODESERT). S.T. is supported by the Ramon y Cajal Program of the Spanish Government (RYC‐2015‐18136). S.T., E.G., and F.H. were supported by the Spanish Ministry of Science under the project TIN2017‐89517‐P. D.A‐S., E.G., and J.C. received support from project ECOPOTENTIAL, funded by European Union Horizon 2020 Research and Innovation Program, under grant agreement No. 641762, and from European LIFE Project ADAPTAMED LIFE14 CCA/ES/000612. D.A‐S, S.T. and E.G. received support from Programa Operativo FEDER‐Andalucia 2014‐2020 under project DETECTOR A‐RNM‐256‐UGR18. D.A‐S. received support from NASA’s Work Program on Group on Earth Observations—Biodiversity Observation Network (GEOBON) under grant 80NSSC18K0446.