Open Access
Internet of Things and Agricultural Applications
Ali Çaylı1*
1Kahramanmaras Sutcu İmam University  , Kahramanmaras  , Turkey  
* Corresponding author: alicayli@ksu.edu.tr

Presented at the 3rd International Symposium on Innovative Approaches in Scientific Studies (Engineering and Natural Sciences) (ISAS2019-ENS), Ankara, Turkey, Apr 19, 2019

SETSCI Conference Proceedings, 2019, 4, Page (s): 113-120 , https://doi.org/

Published Date: 01 June 2019    | 846     14

Abstract

The increasing world population has increased the demand for food. Many threats such as agricultural land use, environmental impacts, global warming and drought risks necessitate industrialization of agricultural production and optimum utilization of existing agricultural areas. In recent years, rapidly increasing technological innovations to adapt to agricultural production systems allows the use of new production systems. Wireless sensor networks (WSN) and Internet of Things (IoT), called machine communication (M2M) assists decision-makers in the analysis of collected data and the control of complex systems through decision support systems. At the stage of storing, analyzing and obtain results the tremendous amount of data collected by heterogeneous IoT devices, cloud systems are needed, which is an Internet-based type of computing method that enables shared software and hardware information to be communicated to computers and other equipment on demand. Combining all of these systems can promote the rapid development of agricultural modernization. However, rapidly rising technological innovations bring some challenges. The application of these technologies to increase production in the agriculture and provide convenience does not enough interest from the producers, which is due to the lack of technical knowledge, the high costs of the systems and may also be a reluctance for new technological systems. In this study, some recent technological innovations, applications of the IoT in agriculture and some difficulties encountered are presented.

Keywords - Smart Agriculture, Internet of Things, Precision Agriculture, Wireless Sensor Networks

References

[1] D. Evans, "The internet of things: How the next evolution of the internet is changing everything," CISCO white paper, vol. 1, no. 2011, pp. 1-11, 2011.

[2] J. Manyika, The Internet of Things: Mapping the value beyond the hype. McKinsey Global Institute, 2015.

[3] L. Atzori, A. Iera, and G. Morabito, "The Internet of Things: A survey," Computer Networks, vol. 54, no. 15, pp. 2787-2805, 10/28/ 2010.

[4] S. Sarkar, S. Chatterjee, and S. Misra, "Assessment of the Suitability of Fog Computing in the Context of Internet of Things," IEEE Transactions on Cloud Computing, vol. 6, no. 1, pp. 46-59, 2018.

[5] A. Çaylı, A. Akyüz, A. N. Baytorun, S. Boyacı, S. Üstün, and F. B. Kozak, "Control of Greenhouse Environmental Conditions with IOT Based Monitoring and Analysis System," Turkish Journal of Agriculture-Food Science and Technology, vol. 5, no. 11, pp. 1279-1289, 2017.

[6] A. Çaylı and A. S. Mercanlı, "The Impact of Greenhouse Environmental Conditions on the Signal Strength of wi-fi Based Sensor Network," International Journal of Advanced Research (IJAR), vol. 5, no. 6, pp. 774-781, 2017.

[7] A. Tzounis, N. Katsoulas, T. Bartzanas, and C. Kittas, "Internet of things in agriculture, recent advances and future challenges," Biosystems Engineering, vol. 164, pp. 31-48, 2017.

[8] A. J. Wixted, P. Kinnaird, H. Larijani, A. Tait, A. Ahmadinia, and N. Strachan, "Evaluation of LoRa and LoRaWAN for wireless sensor networks," in SENSORS, 2016 IEEE, 2016, pp. 1-3: IEEE.

[9] F. Adelantado, X. Vilajosana, P. Tuset-Peiro, B. Martinez, J. MeliaSegui, and T. Watteyne, "Understanding the limits of LoRaWAN," IEEE Communications magazine, vol. 55, no. 9, pp. 34-40, 2017.

[10] S. Sarangi, J. Umadikar, and S. Kar, "Automation of Agriculture Support Systems using Wisekar: Case study of a crop-disease advisory service," (in English), Computers and Electronics in Agriculture, vol. 122, pp. 200-210, Mar 2016.

[11] A. Zanella, N. Bui, A. Castellani, L. Vangelista, and M. Zorzi, "Internet of things for smart cities," IEEE Internet of Things journal, vol. 1, no. 1, pp. 22-32, 2014.

[12] J. Hui and P. Thubert, "Compression format for IPv6 datagrams over IEEE 802.15. 4-based networks," 2070-1721, 2011.

[13] G. Montenegro, N. Kushalnagar, J. Hui, and D. Culler, "Transmission of IPv6 packets over IEEE 802.15. 4 networks," 2070-1721, 2007.

[14] B. Cheng, D. Zhu, S. Zhao, and J. Chen, "Situation-aware IoT service coordination using the event-driven SOA paradigm," IEEE Transactions on Network and Service Management, vol. 13, no. 2, pp. 349-361, 2016.

[15] R. Chen, J. Guo, and F. Bao, "Trust management for SOA-based IoT and its application to service composition," IEEE Transactions on Services Computing, vol. 9, no. 3, pp. 482-495, 2016.

[16] J.-S. Leu, C.-F. Chen, and K.-C. Hsu, "Improving heterogeneous SOAbased IoT message stability by shortest processing time scheduling," IEEE Transactions on Services Computing, vol. 7, no. 4, pp. 575-585, 2014.

[17] S. Cox, "Information technology: the global key to precision agriculture and sustainability," Computers and Electronics in Agriculture, vol. 36, no. 2, pp. 93-111, 2002/11/01/ 2002.

[18] N. Gondchawar and R. Kawitkar, "IoT based smart agriculture," International Journal of advanced research in Computer and Communication Engineering, vol. 5, no. 6, pp. 2278-1021, 2016.

[19] T. Baranwal and P. K. Pateriya, "Development of IoT based smart security and monitoring devices for agriculture," in 2016 6th International Conference-Cloud System and Big Data Engineering (Confluence), 2016, pp. 597-602: IEEE.

[20] A. Giri, S. Dutta, and S. Neogy, "Enabling agricultural automation to optimize utilization of water, fertilizer and insecticides by implementing Internet of Things (IoT)," in 2016 International Conference on Information Technology (InCITe)-The Next Generation IT Summit on the Theme-Internet of Things: Connect your Worlds,
2016, pp. 125-131: IEEE.

[21] I. Mat, M. R. M. Kassim, A. N. Harun, and I. M. Yusoff, "IoT in precision agriculture applications using wireless moisture sensor network," in 2016 IEEE Conference on Open Systems (ICOS), 2016, pp. 24-29: IEEE.

[22] K. Patil and N. Kale, "A model for smart agriculture using IoT," in 2016 International Conference on Global Trends in Signal Processing, Information Computing and Communication (ICGTSPICC), 2016, pp. 543-545: IEEE.

[23] L. Dan, C. Xin, H. Chongwei, and J. Liangliang, "Intelligent agriculture greenhouse environment monitoring system based on IOT technology," in 2015 International Conference on Intelligent Transportation, Big Data and Smart City, 2015, pp. 487-490: IEEE.

[24] E. Nurellari and S. Srivastava, "A Practical Implementation of an Agriculture Field Monitoring using Wireless Sensor Networks and IoT Enabled," 2019.

[25] S. Li, A. Simonian, and B. A. Chin, "Sensors for agriculture and the food industry," The Electrochemical Society Interface, vol. 19, no. 4, pp. 41-46, 2010.

[26] O. Elijah, T. A. Rahman, I. Orikumhi, C. Y. Leow, and M. N. Hindia, "An overview of Internet of things (IoT) and data analytics in agriculture: Benefits and challenges," IEEE Internet of Things Journal, vol. 5, no. 5, pp. 3758-3773, 2018.

[27] I. F. Akyildiz, W. Su, Y. Sankarasubramaniam, and E. Cayirci, "Wireless sensor networks: a survey," Computer networks, vol. 38, no. 4, pp. 393-422, 2002.

[28] K. Rose, S. Eldridge, and L. Chapin, "The internet of things: An overview," The Internet Society (ISOC), pp. 1-50, 2015.

[29] M. A. M. Vieira, D. C. Da Silva Jr, C. N. Coelho Jr, and J. M. Da Mata, "Survey on wireless sensor network devices," Emerging Technologies and Factory Automation (ETFA03), pp. 537-544, 2003.

[30] M. Srbinovska, C. Gavrovski, V. Dimcev, A. Krkoleva, and V. Borozan, "Environmental parameters monitoring in precision agriculture using wireless sensor networks," Journal of cleaner production, vol. 88, pp. 297-307, 2015.

[31] A. Çaylı, A. Akyüz, A. N. Baytorun, S. Üstün, and A. S. Mercanlı, "The Feasibility of a Cloud-Based Low-Cost Environmental Monitoring System Via Open Source Hardware in Greenhouses," Kahramanmaraş Sütçü İmam Üniversitesi Tarım ve Doğa Dergisi, vol. 21, no. 3, pp. 312 - 322, 2018.

[32] D. K. Fisher and P. J. Gould, "Open-Source Hardware Is a Low-Cost Alternative for Scientific Instrumentation and Research," Modern Instrumentation, vol. 1, pp. 8-20, 2012.

[33] J. N. Wang, X. T. Niu, L. J. Zheng, C. T. Zheng, and Y. D. Wang, "Wireless Mid-Infrared Spectroscopy Sensor Network for Automatic Carbon Dioxide Fertilization in a Greenhouse Environment," (in English), Sensors, vol. 16, no. 11, Nov 2016.

[34] P. Abouzar, D. G. Michelson, and M. Hamdi, "RSSI-Based Distributed Self-Localization for Wireless Sensor Networks Used in Precision Agriculture," (in English), Ieee Transactions on Wireless Communications, vol. 15, no. 10, pp. 6638-6650, Oct 2016.

[35] R. Sui and J. Baggard, "Wireless Sensor Network for Monitoring Soil Moisture and Weather Conditions," (in English), Applied Engineering in Agriculture, vol. 31, no. 2, pp. 193-201, Mar 2015.

[36] Z. Liqiang, Y. Shouyi, L. Leibo, Z. Zhen, and W. Shaojun, "A Crop Monitoring System Based on Wireless Sensor Network," Procedia Environmental Sciences, vol. 11, no. 1, pp. 558-565, 2011/01/01/ 2011.

[37] S. Pawara, D. Nawale, K. Patil, and R. Mahajan, "Early Detection of Pomegranate Disease Using Machine Learning and Internet of Things," in 2018 3rd International Conference for Convergence in Technology (I2CT), 2018, pp. 1-4: IEEE.

[38] K. Ferentinos, N. Katsoulas, A. Tzounis, C. Kittas, and T. Bartzanas, "A climate control methodology based on wireless sensor networks in greenhouses," in XXIX International Horticultural Congress on Horticulture: Sustaining Lives, Livelihoods and Landscapes (IHC2014): 1107, 2014, pp. 75-82.

[39] B. Zhou, Q. L. Yang, K. N. Liu, P. Q. Li, J. Zhang, and Q. J. Wang, "Greenhouse Irrigation Control System Design based on ZigBee and Fuzzy PID Technology," (in English), Piageng 2013: Intelligent Information, Control, and Communication Technology for Agricultural Engineering, vol. 8762, 2013.

[40] D. Liu, X. Cao, C. W. Huang, and L. L. Ji, "Intelligent Agriculture Greenhouse Environment Monitoring System Based on IOT Technology," (in English), 2015 International Conference on Intelligent Transportation, Big Data and Smart City (Icitbs), pp. 487-490, 2016.

[41] S. F. Wu, G. W. Wang, Y. Y. Xiao, and J. P. Xue, "Vegetable Monitoring and Control Based on Internet of Things," (in English), International Symposium on Signal Processing Biomedical Engineering, and Informatics (Spbei 2013), pp. 619-628, 2014.

[42] Y. B. Shi, Y. P. Shi, D. B. Xiu, X. Wang, M. M. Wang, and R. X. Wang, "Design of wireless sensor system for agricultural Micro environment based on WiFi," (in English), Sensors, Measurement and Intelligent Materials, Pts 1-4, vol. 303-306, pp. 215-222, 2013.

[43] C. Wang, C. Zhao, X. Qiao, X. Zhang, and Y. Zhang, "The design of wireless sensor networks node for measuring the greenhouse's environment parameters," in International Conference on Computer and Computing Technologies in Agriculture, 2007, pp. 1037-1046: Springer.

[44] I.-C. Yang et al., "RFID-integrated multi-functional remote sensing
system for seedling production management," in Proceedings of 2008
ASABE annual International meeting, 2008.

[45] J. D. Lea-Cox, G. Kantor, J. Anhalt, A. Ristvey, and D. S. Ross, "A
wireless sensor network for the nursery and greenhouse industry," in
Southern Nursery Association Research Conference, 2007, vol. 52.

[46] M. Damas, A. Prados, F. Gómez, and G. Olivares, "HidroBus® system:
fieldbus for integrated management of extensive areas of irrigated
land," Microprocessors and Microsystems, vol. 25, no. 3, pp. 177-184,
2001.

[47] D. Ehlert, J. Schmerler, and U. Voelker, "Variable rate nitrogen
fertilisation of winter wheat based on a crop density sensor," Precision
Agriculture, vol. 5, no. 3, pp. 263-273, 2004.

[48] J. He, J. Wang, D. He, J. Dong, and Y. Wang, "The design and
implementation of an integrated optimal fertilization decision support
system," Mathematical and Computer Modelling, vol. 54, no. 3, pp.
1167-1174, 2011.

[49] W. Zhang, G. Kantor, and S. Singh, "Integrated wireless sensor/actuator
networks in an agricultural application," in Proceedings of the 2nd
international conference on Embedded networked sensor systems,
2004, pp. 317-317: ACM.

[50] L. L. L. Gang, "Design of Greenhouse Environment Monitoring and
Controlling System Based on Bluetooth Technology [J]," Transactions
of the Chinese Society for Agricultural Machinery, vol. 10, pp. 97-100,
2006.

[51] D. Kolokotsa, G. Saridakis, K. Dalamagkidis, S. Dolianitis, and I.
Kaliakatsos, "Development of an intelligent indoor environment and
energy management system for greenhouses," Energy Conversion and
Management, vol. 51, no. 1, pp. 155-168, 2010.

[52] J. Polo, G. Hornero, C. Duijneveld, A. García, and O. Casas, "Design
of a low-cost Wireless Sensor Network with UAV mobile node for
agricultural applications," Computers and Electronics in Agriculture,
vol. 119, pp. 19-32, 2015.

[53] A. Awasthi and S. Reddy, "Monitoring for precision agriculture using
wireless sensor network-a review," Global Journal of Computer
Science and Technology, 2013.

[54] A.-J. Garcia-Sanchez, F. Garcia-Sanchez, and J. Garcia-Haro,
"Wireless sensor network deployment for integrating videosurveillance and data-monitoring in precision agriculture over
distributed crops," Computers and Electronics in Agriculture, vol. 75,
no. 2, pp. 288-303, 2011.

[55] W. Wang, C. Y. Li, L. H. Chu, and C. Y. Qu, "Study on Air-Ground
Amphibious Agricultural Information Collection Robot," (in English),
2016 13th International Conference on Ubiquitous Robots and Ambient
Intelligence (Urai), pp. 938-944, 2016.

[56] N. S. Meda, T. G. Sadashiva, S. K. Ramani, and S. Iyengar, "Mobile
WSN Testbed for Agriculture: Plant Monitoring System," in 2017 2nd
International Conference On Emerging Computation and Information
Technologies (ICECIT), 2017, pp. 1-6: IEEE.

[57] J. Wang, Y. Chen, and J.-P. Chanet, An Integrated Survey in Plant
Disease Detection for Precision Agriculture using Image Processing
and Wireless Multimedia Sensor Network. 2014.

[58] S. T. Oliver, A. González-Pérez, and J. H. Guijarro, "An IoT proposal
for monitoring vineyards called SEnviro for agriculture," in
Proceedings of the 8th International Conference on the Internet of
Things, 2018, p. 20: ACM.

[59] M. González et al., A Wireless Sensor Network Application with
Distributed Processing in the Compressed Domain. 2014, pp. 104-115.

[60] S. Azfar, A. Nadeem, and A. Basit, "Pest detection and control
techniques using wireless sensor network: A review," Journal of
Entomology and Zoology Studies, vol. 3, no. 2, pp. 92-99, 2015.

[61] J. Zhang, F. Kong, Z. Zhai, S. Han, J. Wu, and M. Zhu, "Design and
development of IoT monitoring equipment for open livestock
environment," Int. J. Simul. Syst. Sci. Technol, vol. 17, no. 26, pp. 2-7,
2016.

[62] G. Corkery, S. Ward, C. Kenny, and P. Hemmingway, "Monitoring
environmental parameters in poultry production facilities," in Computer
Aided Process Engineering-CAPE Forum 2013, 2013, 2013: Institute
for Process and Particle Engineering, Graz University.

[63] A. Ilapakurti and C. Vuppalapati, "Building an IoT Framework for
Connected Dairy," (in English), 2015 Ieee First International
Conference on Big Data Computing Service and Applications
(Bigdataservice 2015), pp. 275-285, 2015.
119Çaylı A., Nesnelerin İnterneti ve Tarımsal Uygulamaları, ISAS 2019, Ankara, Turkey

[64] T. A. Shinde and J. R. Prasad, "IoT based animal health monitoring with
naive Bayes classification," IJETT, vol. 1, no. 2, 2017.

[65] S. M. M. Syed Zakaria et al., Odour and Hazardous Gas Monitoring
System for Swiftlet Farming using Wireless Sensor Network (WSN).
2012, pp. 331-336.

[66] M. Mustafa, A. Abdullah, M. Masnan, and M. Bakar, "Development of
Wireless Electronic Nose Using NRF24L01 RF Transceiver for Toxic
Gases Monitoring," Journal of Telecommunication, Electronic and
Computer Engineering (JTEC), vol. 10, no. 1-14, pp. 95-99, 2018.

[67] S. Benaissa et al., "Internet of animals: Characterisation of LoRa subGHz off-body wireless channel in dairy barns," Electronics Letters, vol.
53, no. 18, pp. 1281-1283, 2017.

[68] M. Asikainen, K. Haataja, and P. Toivanen, "Wireless indoor tracking
of livestock for behavioral analysis," in 2013 9th International Wireless
Communications and Mobile Computing Conference (IWCMC), 2013,
pp. 1833-1838: IEEE.

[69] K. H. Kwong et al., "Practical considerations for wireless sensor
networks in cattle monitoring applications," Computers and Electronics
in Agriculture, vol. 81, pp. 33-44, 2012.

[70] J. I. Huircán et al., "ZigBee-based wireless sensor network localization
for cattle monitoring in grazing fields," Computers and Electronics in
Agriculture, vol. 74, no. 2, pp. 258-264, 2010/11/01/ 2010.

[71] A. Barriuso, G. Villarrubia González, J. De Paz, Á. Lozano, and J. Bajo,
"Combination of multi-agent systems and wireless sensor networks for
the monitoring of cattle," Sensors, vol. 18, no. 1, p. 108, 2018.

[72] B. Minnaert, B. Thoen, D. Plets, W. Joseph, and N. Stevens, "Wireless
energy transfer by means of inductive coupling for dairy cow health
monitoring," Computers and Electronics in Agriculture, vol. 152, pp.
101-108, 2018.

[73] J. Hart and V. Hartová, "Improvement of monitoring of cattle in outdoor
enclosure using IQRF technology," 2018.

[74] FAO, "Rome Declaration on World Food Security and World Food
Summit Plan of Action," ed, 1996.

[75] M. Maksimovic, V. Vujovic, and E. Omanovic-Miklicanin, "A Low
Cost Internet of Things Solution for Traceability and Monitoring Food
Safety During Transportation," in HAICTA, 2015, pp. 583-593.

[76] J. M. Ryan, Guide to Food Safety and Quality During Transportation:
Controls, Standards and Practices. Academic Press, 2017.

[77] A. Pal and K. Kant, "IoT-based sensing and communications
infrastructure for the fresh food supply chain," Computer, vol. 51, no.
2, pp. 76-80, 2018.

[78] S. Luthra, S. K. Mangla, D. Garg, and A. Kumar, "Internet of Things
(IoT) in agriculture supply chain management: A developing country
perspective," in Emerging Markets from a Multidisciplinary
Perspective: Springer, 2018, pp. 209-220.

[79] F. Tian, "An agri-food supply chain traceability system for China based
on RFID & blockchain technology," in 2016 13th international
conference on service systems and service management (ICSSSM),
2016, pp. 1-6: IEEE.

[80] C. Verdouw, R. Robbemond, T. Verwaart, J. Wolfert, and A. Beulens,
"A reference architecture for IoT-based logistic information systems in
agri-food supply chains," Enterprise information systems, vol. 12, no.
7, pp. 755-779, 2018.

[81] R.-Y. Chen, "Autonomous tracing system for backward design in food
supply chain," Food Control, vol. 51, pp. 70-84, 2015.

[82] R. Jiang and Y. Zhang, "Research of Agricultural Information Service
Platform Based on Internet of Things," in 2013 12th International
Symposium on Distributed Computing and Applications to Business,
Engineering & Science, 2013, pp. 176-180.

[83] L. Xu, S. Liu, and D. Li, "Key Technology of South Sea Pearl Industry
Management Information Service Platform Based on the Internet of
Things," Berlin, Heidelberg, 2012, pp. 479-490: Springer Berlin
Heidelberg.

[84] S. Lu and X. Wang, "Toward an intelligent solution for perishable food
cold chain management," in 2016 7th IEEE International Conference
on Software Engineering and Service Science (ICSESS), 2016, pp. 852-
856: IEEE.

[85] R. Badia-Melis and L. Ruiz-Garcia, "Real-time tracking and remote
monitoring in food traceability," in Advances in Food Traceability
Techniques and Technologies: Elsevier, 2016, pp. 209-224.

[86] R. Accorsi, S. Cholette, R. Manzini, and A. Tufano, "A hierarchical data
architecture for sustainable food supply chain management and
planning," Journal of Cleaner Production, vol. 203, no. 1, pp. 1039-
1054, 2018/12/01 2018.

[87] M. Abdel-Basset, G. Manogaran, and M. Mohamed, "Internet of Things
(IoT) and its impact on supply chain: A framework for building smart,
secure and efficient systems," Future Generation Computer Systems,
vol. 86, pp. 614-628, 2018.

[88] A. Corallo, M. E. Latino, and M. Menegoli, "From Industry 4.0 to
Agriculture 4.0: A Framework to Manage Product Data in Agri-Food
Supply Chain for Voluntary Traceability," International Journal of
Nutrition and Food Engineering, vol. 12, no. 5, pp. 146-150, 2018.

[89] G. Büyüközkan and F. Göçer, "Digital supply chain: literature review
and a proposed framework for future research," Computers in Industry,
vol. 97, pp. 157-177, 2018.

[90] M. Culman, J. M. Portocarrero, C. D. Guerrero, C. Bayona, J. L. Torres,
and C. M. de Farias, "PalmNET: An open-source wireless sensor
network for oil palm plantations," in 2017 IEEE 14th International
Conference on Networking, Sensing and Control (ICNSC), 2017, pp.
783-788: IEEE.

[91] A. González, R. Aquino, W. Mata, A. Ochoa, P. Saldaña, and A. J. S.
Edwards, "Open-wise: A solar powered wireless sensor network
platform," vol. 12, no. 6, pp. 8204-8217, 2012.

[92] A. H. Dehwah, S. B. Taieb, J. S. Shamma, and C. G. Claudel,
"Decentralized energy and power estimation in solar-powered wireless
sensor networks," in 2015 International Conference on Distributed
Computing in Sensor Systems, 2015, pp. 199-200: IEEE.

[93] J. H. Ziegeldorf, O. G. Morchon, and K. Wehrle, "Privacy in the Internet
of Things: threats and challenges," Security and Communication
Networks, vol. 7, no. 12, pp. 2728-2742, 2014.

[94] V. M. Tayur and R. Suchithra, "Review of interoperability approaches
in application layer of Internet of Things," in 2017 International
Conference on Innovative Mechanisms for Industry Applications
(ICIMIA), 2017, pp. 322-326: IEEE.

[95] C. Brewster, I. Roussaki, N. Kalatzis, K. Doolin, and K. Ellis, "IoT in
agriculture: Designing a Europe-wide large-scale pilot," IEEE
communications magazine, vol. 55, no. 9, pp. 26-33, 2017.

[96] M. Asplund and S. Nadjm-Tehrani, "Attitudes and perceptions of IoT
security in critical societal services," IEEE Access, vol. 4, pp. 2130-
2138, 2016.

[97] P. Varga, S. Plosz, G. Soos, and C. Hegedus, "Security threats and
issues in automation IoT," in 2017 IEEE 13th International Workshop
on Factory Communication Systems (WFCS), 2017, pp. 1-6: IEEE.

[98] A. Newell, H. Yao, A. Ryker, T. Ho, and C. Nita-Rotaru, "Node-capture
resilient key establishment in sensor networks: Design space and new
protocols," ACM Computing Surveys (CSUR), vol. 47, no. 2, p. 24,
2015.

[99] O. Elijah, I. Orikumhi, T. A. Rahman, S. A. Babale, and S. I. Orakwue,
"Enabling smart agriculture in Nigeria: Application of IoT and data
analytics," in 2017 IEEE 3rd International Conference on ElectroTechnology for National Development (NIGERCON), 2017, pp. 762-
766: IEEE.

SETSCI 2024
info@set-science.com
Copyright © 2024 SETECH
Tokat Technology Development Zone Gaziosmanpaşa University Taşlıçiftlik Campus, 60240 TOKAT-TÜRKİYE