03496cam a22005658i 4500 9781003391302 FlBoTFG 20251030122242.0 m o d cr ||||||||||| 230719s2023 flu ob 000 0 eng OCoLC-P eng rda OCoLC-P 9781003391302 (ebk) 1003391303 9781000991482 (electronic bk. : EPUB) 1000991482 (electronic bk. : EPUB) 9781000991475 (electronic bk. : PDF) 1000991474 (electronic bk. : PDF) 9781032479507 (hbk) 9781032488981 (pbk) 10.1201/9781003391302 doi (OCoLC)1395553561 (OCoLC-P)1395553561 S494.5.D3 COM 094000 bisacsh TEC 003080 bisacsh TEC 003030 bisacsh UYQ bicssc Predictive analytics in smart agriculture / [edited by] Saravanan Krishnan, A. Jose Anand, Narayanan Prasanth, Sam Goundar, and Christo Ananth. First edition. Boca Raton, FL : CRC Press, 2023. 1 online resource text txt rdacontent computer c rdamedia online resource cr rdacarrier "This book explores computational engineering techniques and applications in agriculture development. Recent technologies such as cloud computing, IoT, big data, and machine learning are focused on for smart agricultural engineering. This book provides practical and use case oriented approaches for IOT-based agricultural systems. Predictive Analysis in Smart Agriculture deals with all aspects of smart agriculture with state-of-the-art predictive analysis in the complete 360-degree view spectrum. The book includes the concepts of urban and vertical farming using Agro IoT systems and renewable energy sources for modern agriculture trends. It discusses the real-world challenges, complexities in Agro IoT, and advantages of incorporating smart technology. It also presents the rapid advancement of the technologies in the existing Agri model by applying the various techniques. Novel architectural solutions in smart agricultural engineering are the core aspects of this book. Several predictive analysis tools and smart agriculture are also incorporated. This book can be used as a textbook for students in predictive analysis, agriculture engineering, precision farming, and smart agriculture. It can also be a reference book for practicing professionals in cloud computing, IoT, big data, machine learning, and deep learning working on smart agriculture applications"-- Provided by publisher. OCLC-licensed vendor bibliographic record. Artificial intelligence Agricultural applications. 94195 Predictive analytics. 94196 Agricultural innovations. 59657 Machine learning. 55059 Internet of things. 58845 TECHNOLOGY / Agriculture / Crop Science bisacsh 94197 Saravanan, Krishnan, 1982- editor. 92739 Taylor & Francis https://www.taylorfrancis.com/books/9781003391302 OCLC metadata license agreement http://www.oclc.org/content/dam/oclc/forms/terms/vbrl-201703.pdf E-Books 67733 67733