Özlük, ÖzgürAnuşlu, Timuçin2019-11-122019-11-122017Anuşlu, T. (2017). Smart precision agriculture with autonomous irrigation system using rnn-based techniques, MEF Üniversitesi Fen Bilimleri Enstitüsü, İstanbul, Türkiyehttps://hdl.handle.net/20.500.11779/1159The study presents a solution to improve freshwater usage for irrigation in the agriculture by building a neural network model to predict soil moisture at 20 cm level with time series data over longer periods of time.eninfo:eu-repo/semantics/openAccessLong Short-Term Memory NetworksRecurrent Neural NetworkSmart Precision AgricultureIrrigation SystemInternet of ThingsUzun Kısa-Vadeli Hafıza AğlarıYinelenen Yapay Sinir AğlarıAkıllı Hassas TarımSulama SistemleriNesnelerin İnternetiMaster's Degree Project