FarmTechAI: Artificial Intelligence-Based Modern Farmer Management System
Emerging Smart Agricultural Practices Using Artificial Intelligence, wiley, ss.247-281, 2025
- Yayın Türü: Kitapta Bölüm / Araştırma Kitabı
- Basım Tarihi: 2025
- Doi Numarası: 10.1002/9781394274277.ch12
- Yayınevi: wiley
- Sayfa Sayıları: ss.247-281
- Anahtar Kelimeler: agriculture, Artificial intelligence, farmer management system, machine learning, smart farming
- Boğaziçi Üniversitesi Adresli: Evet
Özet
Traditional farm management systems limit farmers' ability to respond quickly and effectively to changing natural conditions. For this reason, new solutions are needed that will contribute to the overall sustainability and success of agriculture. Artificial intelligence (AI) and machine learning (ML)-based systems can analyze real-time data, allowing farmers to gain valuable information about fluctuations in crop yields, weather conditions, and market demands. In this chapter, we present an AI-based modern farmer management system called FarmTechAI which promotes collaboration and information exchange between farmers by providing them with meteorological, financial, and information from the ML model on a single dashboard. Another purpose of the dashboard is to revolutionize decision-making processes and increase the overall sustainability and effectiveness of agricultural practices by providing farmers with up-to-date information on crop health and resource allocation. By combining technology and agriculture, this effort aims to bring about a new era of precision agriculture where farmers at all levels can make informed decisions that are not only feasible but also easy to understand and accessible.