15Enhancing Resource Management in Precision Farming through AI-Based Irrigation Optimization
Salina Adinarayana1, Matha Govinda Raju2, Durga Prasad Srirangam3, Devee Siva Prasad3* Munaganuri Ravi Kumar4 and Sai babu veesam4
1Department of Computer Science and Engineering (Data Science), Raghu Engineering College, Visakhapatnam, Andhra Pradesh, India
2Department of Mechanical Engineering, Baba Institute of Technology and Sciences, Visakhapatnam, Andhra Pradesh, India
3Department of Computer Science and Engineering, Baba Institute of Technology and Sciences, Visakhapatnam, Andhra Pradesh, India
4SCOPE Department, VITAP, Vijayawada, Andhra pradesh, India
Abstract
Precision farming has garnered significant attention for its ability to enhance productivity, optimize resource utilization, and promote sustainable agricultural practices. This chapter provides a comprehensive overview of precision farming and its integration with Artificial Intelligence (AI) to unlock its full potential.
The chapter emphasizes the importance of precision farming in modern agriculture, addressing challenges such as resource scarcity and environmental impact. It explores the role of AI in revolutionizing various aspects of precision farming, including data-driven decision-making, task automation, and overall farm management improvements. While AI offers immense opportunities, challenges like data quality, interpretability, and ethical considerations need attention for successful implementation.
The ...
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