Smart Precision Agriculture With Autonomous Irrigation System Using Rnn-Based Techniques
| dc.contributor.advisor | Özlük, Özgür | |
| dc.contributor.author | Anuşlu, Timuçin | |
| dc.date.accessioned | 2019-11-12T13:41:59Z | |
| dc.date.available | 2019-11-12T13:41:59Z | |
| dc.date.issued | 2017 | |
| dc.description.abstract | The 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. | |
| dc.identifier.citation | Anuşlu, T. (2017). Smart precision agriculture with autonomous irrigation system using rnn-based techniques, MEF Üniversitesi Fen Bilimleri Enstitüsü, İstanbul, Türkiye | |
| dc.identifier.uri | https://hdl.handle.net/20.500.11779/1159 | |
| dc.language.iso | en | |
| dc.publisher | MEF Üniversitesi, Fen Bilimleri Enstitüsü | |
| dc.rights | info:eu-repo/semantics/openAccess | |
| dc.subject | Long Short-Term Memory Networks | |
| dc.subject | Recurrent Neural Network | |
| dc.subject | Smart Precision Agriculture | |
| dc.subject | Irrigation System | |
| dc.subject | Internet of Things | |
| dc.subject | Uzun Kısa-Vadeli Hafıza Ağları | |
| dc.subject | Yinelenen Yapay Sinir Ağları | |
| dc.subject | Akıllı Hassas Tarım | |
| dc.subject | Sulama Sistemleri | |
| dc.subject | Nesnelerin İnterneti | |
| dc.title | Smart Precision Agriculture With Autonomous Irrigation System Using Rnn-Based Techniques | |
| dc.title.alternative | Yapay sınır ağlarına dayanan teknikler kullanan otonom sulama sistemleri ile akıllı hassas tarım | |
| dc.type | Masters Term Project | |
| dspace.entity.type | Publication | |
| gdc.author.institutional | Anuşlu, Timuçin | |
| gdc.coar.access | open access | |
| gdc.coar.type | other | |
| gdc.description.department | Lisansüstü Eğitim Enstitüsü, Büyük Veri Analitiği Yüksek Lisans Programı | |
| gdc.description.publicationcategory | YL-Bitirme Projesi | |
| gdc.publishedmonth | N/A | |
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| relation.isOrgUnitOfPublication.latestForDiscovery | 636850bf-e58c-4b59-bcf0-fa7418bb7977 |