Smart Agriculture Automation Using Advanced Technologies (eBook)

Data Analytics and Machine Learning, Cloud Architecture, Automation and IoT

Amitava Choudhury, Arindam Biswas, T. P. Singh, Santanu Kumar Ghosh (Herausgeber)

eBook Download: PDF

2022
228 Seiten
Springer Singapore (Verlag)
978-981-16-6124-2 (ISBN)

Infos

This book addresses the challenges for developing and emerging trends in Internet-of-Things (IoT) for smart agriculture platforms. It also describes data analytics & machine learning, cloud architecture, automation & robotics and aims to overcome existing barriers for smart agriculture with commercial viability. It discusses IoT-based monitoring systems for analyzing the crop environment, and methods for improving the efficiency of decision-making based on the analysis of harvest statistics. The book explores a range of applications including intelligent field monitoring, intelligent data processing and sensor technologies, predictive analysis systems, crop monitoring, and weather data-enabled analysis in IoT agro-systems. This volume will be helpful for engineering and technology experts and researchers, as well as for policy-makers.

Produkt-Details

• Erscheint lt. Verlag: 1.1.2022
• Reihe/Serie: Transactions on Computer Systems and Networks
• Reihe/Serie: Transactions on Computer Systems and Networks
• Zusatzinfo: XIV, 228 p. 86 illus., 74 illus. in color.
• Sprache: englisch
• Themenwelt: Mathematik / Informatik ► Informatik ► Datenbanken
• Themenwelt: Mathematik / Informatik ► Informatik ► Netzwerke
• Themenwelt: Informatik ► Theorie / Studium ► Künstliche Intelligenz / Robotik
• Themenwelt: Mathematik / Informatik ► Mathematik
• Themenwelt: Technik ► Elektrotechnik / Energietechnik
• Themenwelt: Weitere Fachgebiete ► Land- / Forstwirtschaft / Fischerei
• Schlagworte: Agriculture Automation • cloud architecture • internet of things • machine learning • security • Smart Agriculture • Smart Farming
• ISBN-10: 981-16-6124-3 / 9811661243
• ISBN-13: 978-981-16-6124-2 / 9789811661242