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Real-time Crop Monitoring Using Internet of Things

C. Vinay Kumar, D. Srinivasa Rao

Abstract


IoT has been deployed in cities, and it is already playing an important role in transforming agriculture from such a manual process to an automated and remotely controlled one. New developments within Internet of Things and changes in agriculture have helped satellite agriculture and prepare farmers for the challenges of precision and sustainable agriculture. Data may be collected remotely from a wide variety of sensors put in the field thanks to the Internet of Things. Bug population density, pest detection, and crop growth are a few of the sensors that may be used on soil. IoT and smart phones allow farmers to monitor their farms from afar. Nodes in wireless sensor networks are used to gather environmental data and information; send data to both the ZigBee server node afterwards. When the central node receives and processes all of the gathered data. Farm operations may be monitored and controlled using microcontrollers. To get a better idea of how things are going in the field, cameras are set up. Thanks to smartphones, farmers can monitor their fields at any time and from anywhere. A farmer's workload is reduced, productivity is increased, money and time are saved and the ability to automate agricultural processes and monitor them from a distance is provided through the Internet of Things. A variety of typical agricultural IoT sensor monitoring network applications are examined in this research, which aims to provide a solid foundation for future smart agriculture using cloud computing.


Keywords


Internet of Things (IoT), cloud computing, agriculture monitoring, irrigation, routing protocol, pest control, crop productivity, precision agriculture

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References


Yu L, et al. Eco-climate Intelligent Monitoring System of an Agricultural Science-And- Technology Park Based on Internet of Things. 2021 IEEE International Conference on Artificial Intelligence and Computer Applications (ICAICA), Dalian, China. 2021; 708–715. doi: 10.1109/ICAICA52286.2021.9498218.

Hu W-J, Fan J, Du Y-X, Li B-S, Xiong N, Bekkering E. MDFC–ResNet: An Agricultural IoT System to Accurately Recognize Crop Diseases. In IEEE Access. 2020; 8: 115287–115298. doi: 10.1109/ACCESS.2020.3001237.

Chougule A, Jha VK, Mukhopadhyay D. Using IoT for integrated pest management. In 2016 IEEE International Conference on Internet of Things and Applications (IOTA). 2016 Jan 22; 17–22.

Zhang L, Yuan M, Tai D, Ding J, Xu X, Zhen X, Zhang Y. Design and implementation of granary monitoring system based on wireless sensor network node. In 2010 IEEE International Conference on Measuring Technology and Mechatronics Automation. 2010 Mar 13; 1: 950–953.

Umapathi N, Chilukamukku Vyshnavi, Kashireddy Srilekha, Vadlakonda Sahithi. Monitoring of Crop Growth Parameters using Arduino and ESP8266. 2022 2nd International Conference on Emerging Frontiers in Electrical and Electronic Technologies (ICEFEET). 2022; 1–5.

Joseph Haule, Kisangiri Michael. Deployment of Wireless Sensor Networks in Automated irrigation management and Scheduling Systems: A Review. Science, Computing and telecommunications, pan African Conference. 2014; 86–91.

Patil KA, Kale NR. A Model for Smart Agriculture Using IoT. International Conference on Global Trends in Signal processing, Information Computing and Communication. 2016; 543–545.

Narendra Kumar, Anil Kumar Dahiya, Krishna Kumar, Sarvesh Tanwar. Application of IoT in Agriculture. 2021 9th International Conference on Reliability, Infocom Technologies and Optimization (Trends and Future Directions) (ICRITO). 2021; 1–4.

Liu Dan, Cao Xin, Huang Chongwei, Ji Liang Liang. Intelligent agent greenhouse environment monitoring system based on IoT technology. International Conference on Intelligent Transportation, Big Data and Smart City. 2015; 487–490.

Santosh Warpe, Ravi Singh Pippal. A Study of Fertilizer Distribution System for Agriculture using Wireless Sensor Network. Int J Comput Appl. 2016; 147(2): 43–46.

Meng Ji-Hua, Wu Bing-Fang, Li Qiang-Zi. A Global Crop Growth Monitoring System Based on Remote Sensing. IEEE International Symposium on Geoscience and Remote Sensing. 2006; 2277–2280.

Arvind G, Athira VG, Haripriya H, Akshay Rani R, Aravind S. Automated irrigation with advanced seed germination and pest control. IEEE International Conference on Technological Innovations in ICT for Agriculture and Rural development (TIAR). 2017; 64–67.

Hemant Kumar Wani, Nilima Ashtankar. An Appropriate Model Predicting Pest/Diseases of Crops Using Machine Learning Algorithms. IEEE International Conference on Advanced Computing and Communication Systems (ICACCS). 2017; 1–4.

Gondchawar N, Kawitkar RS. IoT based smart agriculture. Int J Adv Res Comput Commun Eng. 2016 Jun; 5(6): 838–42.

Naveen Balaji G, Nandhini V, Mithara S, Naveena R, Priya N. Advanced Crop Monitoring Using Internet of Things based Smart Intrusion & Prevention in Agriculture Land. International Journal Trend in Scientific Research and Development (IJTSRD). 2018 Jan-Feb; 2(2): 1348–1352. ISSN No 2456-6470.

Liqiang Z, Shouyi Y, Leibo L, Zhen Z, Shaojun W. A crop monitoring system based on wireless sensor network. Procedia Environ Sci. 2011 Jan 1; 11: 558–565.

Keerthi V, Kodandaramaiah GN. Cloud IoT based greenhouse monitoring system. Int J Eng Res Appl. 2015 Oct; 5(10): 35–41.

Rajalakshmi P, Mahalakshmi SD. IOT based crop-field monitoring and irrigation automation. In 2016 IEEE 10th International Conference on Intelligent Systems and Control (ISCO). 2016 Jan 7; 1–6.

Parameswaran G, Sivaprasath K. Arduino based smart drip irrigation system using Internet of Things. Int J Eng Sci. 2016 May; 5518(5): 5518–5521.

Khelifa B, Amel D, Amel B, Mohamed C, Tarek B. Smart irrigation using internet of things. In 2015 IEEE 4th International Conference on future generation communication technology (FGCT). 2015 Jul 29; 1–6.

Hemalatha R, Deepika G, Dhanalakshmi D, Dharanipriya K, Divya M. Internet of things (iot) based smart irrigation. International Journal of Advanced Research in Basic Engineering Sciences and Technology (IJARBEST). 2016 Feb; 2(2): 128–132.

Srisruthi S, Swarna N, Ros GS, Elizabeth E. Sustainable agriculture using eco-friendly and energy efficient sensor technology. In 2016 IEEE International Conference on Recent Trends in Electronics, Information & Communication Technology (RTEICT). 2016 May 20; 1442–1446.

Priya CT, Praveen K, Srividya A. Monitoring of pest insect traps using image sensors & dspic. Int J Eng Trends Tech. 2013 Sep; 4(9): 4088–4093.

Kapoor A, Bhat SI, Shidnal S, Mehra A. Implementation of IoT (Internet of Things) and Image processing in smart agriculture. In 2016 IEEE International Conference on Computation System and Information Technology for Sustainable Solutions (CSITSS). 2016 Oct 6; 21–26.


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