TY  - JOUR
T1  - The Feasibility of a Cloud-Based Low-Cost Environmental Monitoring System Via Open Source Hardware in Greenhouses
TT  - Açık Kaynaklı Donanım ile Bulut Tabanlı ve Düşük Maliyetli Bir Çevre Koşulları İzleme Sisteminin Seralarda Uygulanabilirliği
AU  - Çaylı, Ali
AU  - Akyüz, Adil
AU  - Baytorun, A. Nafi
AU  - Üstün, Sait
AU  - Mercanlı, Ali Selçuk
PY  - 2018
DA  - June
Y2  - 2018
DO  - 10.18016/ksudobil.341513
JF  - Kahramanmaraş Sütçü İmam Üniversitesi Tarım ve Doğa Dergisi
JO  - KSU J. Agric Nat.
PB  - Kahramanmaras Sutcu Imam University
WT  - DergiPark
SN  - 2619-9149
SP  - 323
EP  - 338
VL  - 21
IS  - 3
LA  - en
AB  - One ofthe most critical parameters in agricultural production is environmentalconditions. It is of vital importance to ensure and monitor suitable climaticconditions for various controlled agricultural structures and productionsystems such as greenhouses. To this aim, most data monitoring systems cannotbe efficiently used due to high cost and insufficient technical knowledge. Itis possible to design low-cost and scalable monitoring, control and dataacquisition systems via open source hardware in order to monitor climatic datafor agricultural practices in small enterprises and rural areas. In this study,a low-cost system designed via open source hardware was tested under realconditions. Temperature and relative humidity were measured via the sensors inthe system and sent to a data server through a wireless network. In addition,collected data was compared to reference devices for statistical analysis. Theresults suggest that these low-cost systems, which are designed via open sourcehardware, can be used as a data collection and decision support system byagricultural enterprises.
KW  - Open source hardware
KW  - Data acquisition
KW  - Data logger
KW  - Sensors
KW  - Decision support
KW  - Greenhouses
N2  - Tarımsalüretimi etkileyen en önemli parametre çevre koşullarıdır. Uygun iklimkoşullarının sağlanması ve bu koşulların takip edilmesi özellikle kontrollüüretim yapıları olan seralar başta olmak üzere birçok tarımsal yapılarda veüretim sistemlerinde hayati önem arz etmektedir. Bu amaçla kullanılan birçokveri izleme sistemi, yüksek maliyet ve yeterli teknik bilgi olmadığından yaygınbir şekilde kullanılamamaktadır. Özellikle küçük işletmelerde ve kırsalbölgelerde, tarımsal faaliyetler için hayati öneme sahip iklim verilerininizlenmesi amacıyla, açık kaynak donanımlar ile düşük maliyetli veölçeklenebilir izleme, kontrol ve veri toplama sistemleri tasarlanması mümkünolabilmektedir. Bu çalışmada açık kaynak donanımlarla düşük maliyetletasarlanan sistem, gerçek koşullarda test edilmiştir. Tasarlanan bu sistemdesıcaklık ve oransal nem değerleri sensörler ile ölçülerek kablosuz bir ağüzerinden veri sunucusuna aktarılmıştır. Ayrıca bu veriler referans cihazlarlakarşılaştırılarak istatistiksel olarak değerlendirilmiştir. Elde edilensonuçlar, açık kaynak donanımlar ile tasarlanan düşük maliyetli bu türsistemlerin tarımsal işletmelerde veri toplama-izleme ve karar destek sistemiolarak kullanılabileceği göstermiştir.
CR  - Buechley L, Eisenberg M (2008). The LilyPad Arduino: Toward Wearable Engineering for Everyone. IEEE Pervasive Computing, 7, 12-15. doi: 10.1109/MPRV.2008.38
CR  - Dargie W, Poellabauer C (2010). Fundamentals of Wireless Sensor Networks. doi: 10.1002/9780470666388
CR  - Dedrick RR, Halfman JD, Brooks McKinney D (2000). An inexpensive, microprocessor-based, data logging system. Computers and Geosciences, 26, 1059-1066. doi: 10.1016/S0098-3004(00)00020-0
ESP8266 Datasheet E (2015). ESP8266EX Datasheet. Espressif Systems Datasheet, 1-31.
CR  - Faugel H, Bobkov V (2013). Open source hard- and software: Using Arduino boards to keep old hardware running. Fusion Engineering and Design, 88, 1276-1279. doi: DOI:101016/jfusengdes201212005
CR  - Fisher DK, Gould PJ (2012). Open-Source Hardware Is a Low-Cost Alternative for Scientific Instrumentation and Research. Modern Instrumentation, 1, 8-20. doi: 10.4236/mi.2012.12002
CR  - Fisher DK, Kebede H (2010). A low-cost microcontroller-based system to monitor crop temperature and water status. Computers and Electronics in Agriculture, 74, 168-173. doi: 10.1016/j.compag.2010.07.006
CR  - Gomaa R, Adly I, Sharshar K, Safwat A, Ragai H. (2013). ZigBee wireless sensor network for radiation monitoring at nuclear facilities. Wireless and Mobile Networking Conference (WMNC), 2013 6th Joint IFIP.
CR  - Gordon D, Beigl M, Neumann MA. (2010). Dinam: A wireless sensor network concept and platform for rapid development. Networked Sensing Systems (INSS), 2010 Seventh International Conference on.
CR  - Gubbi J, Buyya R, Marusic S, Palaniswami M (2013). Internet of Things (IoT): A vision, architectural elements, and future directions. Future Generation Computer Systems, 29, 1645-1660. doi: 10.1016/j.future.2013.01.010
CR  - Hicks SD, Aufdenkampe AK, Montgomery DS (2011). Sensor Networks, Dataloggers, and Other Handy Gadgets Using Open-Source Electronics for the Christina River Basin CZO. AGU Fall Meeting Abstracts.
CR  - Koenka IJ, Saiz J, Hauser PC (2014). Instrumentino: An open-source modular Python framework for controlling Arduino based experimental instruments. Computer Physics Communications, 185, 2724-2729. doi: 10.1016/j.cpc.2014.06.007
CR  - Kornuta JA, Nipper ME, Brandon Dixon J (2013). Low-cost microcontroller platform for studying lymphatic biomechanics in vitro. Journal of Biomechanics, 46, 183-186. doi: 10.1016/j.jbiomech.2012.09.031
CR  - LM35 Datasheet L (2016). LM35 Precision Centigrade Temperature Sensors (Rev. G). Texas Instruments.
CR  - Mai TD, Pham TTT, Pham HV, Sáiz J, Ruiz CG, Hauser PC (2013). Portable Capillary Electrophoresis Instrument with Automated Injector and Contactless Conductivity Detection. Analytical Chemistry, 85, 2333-2339. doi: 10.1021/ac303328g
CR  - Mesas-Carrascosa FJ, Verdú Santano D, Meroño JE, Sánchez de la Orden M, García-Ferrer A (2015). Open source hardware to monitor environmental parameters in precision agriculture. Biosystems engineering, 137, 73-83. doi: 10.1016/j.biosystemseng.2015.07.005
CR  - Pi R. (2016). Raspberry Pi Documentation.   Retrieved 30.11.2016, from https://www.raspberrypi.org/documentation/
CR  - Polo J, Hornero G, Duijneveld C, García A, Casas O (2015). Design of a low-cost Wireless Sensor Network with UAV mobile node for agricultural applications. Computers and Electronics in Agriculture, 119, 19-32. doi: 10.1016/j.compag.2015.09.024
CR  - Riley TC, Endreny TA, Halfman JD (2006). Monitoring soil moisture and water table height with a low-cost data logger. Computers and Geosciences, 32, 135-140. doi: 10.1016/j.cageo.2005.05.009
CR  - Sáiz J, Mai TD, Hauser PC, Garcia-Ruiz C (2013). Determination of nitrogen mustard degradation products in water samples using a portable capillary electrophoresis instrument. Electrophoresis, 34, 2078-2084. doi: 10.1002/elps.201300054
CR  - Sáiz J, Mai TD, López MaL, Bartolomé C, Hauser PC, Garcia-Ruiz C (2013). Rapid determination of scopolamine in evidence of recreational and predatory use. Science & Justice, 53, 409-414. doi: 10.1016/j.scijus.2013.08.001
CR  - Sethi VP, Sumathy K, Lee C, Pal DS (2013). Thermal modeling aspects of solar greenhouse microclimate control: A review on heating technologies. Solar Energy, 96, 56-82. doi: 10.1016/j.solener.2013.06.034
CR  - SI7021 Datasheet S (2015). Si7021-A20 I2C Humidity and Temperature Sensor. Silicon Laboratories, 1-36.
CR  - Stallman RM, Gay J (2009). Free Software, Free Society: Selected Essays of Richard M. Stallman.
CR  - Steinhart JS, Hart SR (1968). Calibration curves for thermistors. Deep Sea Research and Oceanographic Abstracts, 15, 497-503. doi: 10.1016/0011-7471(68)90057-0
CR  - Thomson KE, White HS (2014). A novel open-source drug-delivery system that allows for first-of-kind simulation of nonadherence to pharmacological interventions in animal disease models. Journal of Neuroscience Methods, 238, 105-111. doi: 10.1016/j.jneumeth.2014.09.019
CR  - Von Zabeltitz C (2011). Integrated Greenhouse Systems for Mild Climates: Climate Conditions, Design, Construction, Maintenance, Climate Control. Integrated Greenhouse Systems for Mild Climates: Climate Conditions, Design, Construction, Maintenance, Climate Control, 285-311. doi: 10.1007/978-3-642-14582-7_12
CR  - Zhang J, Ong SK, Nee AYC. (2009). Design and Development of a Navigation Assistance System for Visually Impaired Individuals. Proceedings of the 3rd International Convention on Rehabilitation Engineering & Assistive Technology. New York, NY, USA: ACM.
UR  - https://doi.org/10.18016/ksudobil.341513
L1  - https://dergipark.org.tr/en/download/article-file/480622
ER  -