Big Data Analytics in Agriculture: Algorithms and Applications focuses on quantitative and qualitative assessment using state-of-the-art technology to provide practical improvements to agricultural production. The book provides a complete mapping-from data generation to storage to curation, processing and implementation/application-to produce high-quality reliable information for decision-making. It follows a logical pathway to demonstrate how data contributes to a converging flow of information towards a decision support system and how it can be transformed into actionable steps. The book develops ideas surrounding a strong integration of ICT and IoT to manage rural assets to deliver improved economic and environmental performance in a spatially and temporarily variable environment.
- Examines core research issues from different perspectives, such as storage, handling, management, processing and applications within an agricultural framework
- Offers novel research and applications along with computational tools and techniques in development
- Develops a strong integration of ICT and IoT for managing rural assets to deliver improved economic and environmental performance
- Illustratör: unspecified 126 illustrations Illustrations
- Format: Pocket/Paperback
- ISBN: 9780323999328
- Språk: Engelska
- Antal sidor: 350
- Utgivningsdatum: 2025-06-01
- Förlag: Academic Press