Abstract
Agriculture is one of the major sectors that have been considered to be essential to ensuring food security. The world’s population is growing, and there are many natural factors that make nourishing billions of people challenging. The application of Internet of Things (IoT) in agriculture is revolutionizing the field and creating opportunities for accurate monitoring and data-driven farming. The Internet of Things with the sensors and unmanned aircraft, which helps in tracking the farming lands based on the phenomenon of humidity, crop performance, livestock, and temperature are termed as Farming 4.0. This research chapter holds the smart agriculture concept that highlights the usage of Internet of Things in its evolutionary concept. This nominally increases the food output, as the year 2050 is predicted to have food shortage due to growing population, traditional farming methods, and outdated skills of farmers in field pattern. This fine goal has led to the enlarged connectivity between the digital scale of the marketed items using the internet. The loss reduction with increase in yield values is determined by the process of gathering data continuously with a precise level of monitoring. By considering the periodic data with the current trends, the farmers predict the yield with the disease outbreaks enhancing the consumer preferences with accurate data-driven methods. Making decisions based on strategic values helps in choosing the best strategic plan. Managing the strategies in remote locations using the IoT helps in providing the data with real-time access creating web alerts responding to disease outbreak with a high range of accuracy at nominal consumer preferences. This is made possible by connecting the sensors to the land. This helps in monitoring the storage conditions optimizing the tracking of shipments on agricultural supply chain values. This ensures producing high-quality food with waste reduction enhancing the efficiency of the supply chain process. The data gathered using the IoT based on artificial intelligence and various training procedures help the supporting system with decisions packed, thus highlighting suggestions and various insights. The agro-based sensor devices used for evaluation are connected to farming, service types, and the readiness of actual technological levels chosen for practicing. The results are framed with the process of investigating the technologies at the digital level such as machine learning embedded on the robotic systems and the Internet of Things. Thus, embracing security with IoT protocols helps to protect the assets on the farmland fostering long-term technological viability. Thus, the future of agriculture lies in leveraging the global IoT, which helps in achieving improved choices and accurate level of monitoring with suitable practices.
| Original language | English |
|---|---|
| Title of host publication | Networked Sensing Systems |
| Publisher | wiley |
| Pages | 247-271 |
| Number of pages | 25 |
| ISBN (Electronic) | 9781394310890 |
| ISBN (Print) | 9781394310869 |
| DOIs | |
| State | Published - 1 Jan 2025 |
| Externally published | Yes |
UN SDGs
This output contributes to the following UN Sustainable Development Goals (SDGs)
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SDG 2 Zero Hunger
Keywords
- Decision support system
- Farming 4.0
- Internet of Things
- livestock production
- machine learning
- sensor devices
- smart agriculture
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