机读格式显示(MARC)

• 000 01638nam a2200229 i 4500

• 001 0000828676

• 005 20250903215000.0

• 008 250825s2022 si 000 0 eng d

• 020 __ |a 9789811661266 |q paperback

• 040 __ |a CNPIEC |b eng |c CNPIEC |e rda

• 090 __ |a S2/X1

• 093 __ |a S2 |2 5

• 100 1_ |a Choudhury, Amitava, |e author.

• 245 10 |a Smart agriculture automation using advanced technologies : |b data analytics and machine learning, cloud architecture, automation and iot / |c Amitava Choudhury [and others]

• 260 __ |a Singapore : |b Springer, |c 2022.

• 300 __ |a 228 pages ; |c 24 cm

• 336 __ |a text |2 rdacontent

• 337 __ |a unmediated |2 rdamedia

• 338 __ |a volume |2 rdacarrier

• 490 0_ |a Transactions on computer systems and networks

• 520 __ |a 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.

• 650 _0 |a Agricultural sciences.