Akademibokhandeln
Saiyed Umer, Ranjeet Kumar Rout, Ishrat Nazeer, Kavya Dashora - Transforming Agriculture with Artificial Intelligence, Inbunden

Inbunden, Engelska, 2027

Transforming Agriculture with Artificial Intelligence

From Soil to Harvest

Av Saiyed Umer, Ranjeet Kumar Rout, Ishrat Nazeer, Kavya Dashora

2039 kr

Kommande

Beskrivning
This book discusses the recent deep learning and the Internet of Things tools to optimize resource allocation, enhance decision-making processes, and ultimately boost crop yields. It covers artificial intelligence applications in pre-harvesting, climate and weather prediction for optimized planting, soil nutrient management through artificial intelligence-driven analytics, and predictive modeling for crop health.This book:Discusses artificial intelligence-driven crop monitoring techniques that optimize water and nutrient usage leading to improved yields and better resource utilization.Illustrates artificial intelligence-based disease and pest detection systems for early interventions and reducing crop loss. Explores artificial intelligence-based weather forecasting models that enhance the decision-making for agricultural activities like planting, irrigation, and harvest scheduling. Focuses on employing smart technologies to optimize planting schedules, automate crop health monitoring and pest detection, and enhance resource efficiency through real-time data analytics. Covers artificial intelligence algorithms for soil analysis before planting, computer vision for real-time crop monitoring during growth, and machine learning for yield prediction and harvest optimization. It is primarily written for senior undergraduates, graduate students, and academic researchers in electrical engineering, electronics and communication engineering, agriculture engineering, crop science, computer science and engineering, and information technology.
Produktinformation
  • Utgivningsdatum: 2027-02-16
  • Mått: 156 x 234 x undefined mm
  • Format: Inbunden
  • Språk: Engelska
  • Antal sidor: 248
  • Förlag: Taylor & Francis Ltd
  • ISBN: 9781041094227
Utforska kategorier
Mer information

Saiyed Umer is currently serving as an Assistant Professor in the Department of Computer Science and Engineering Aliah University, Government of West Bengal, Kolkata, India. He was the Research Personnel at Indian Statistical Institute (ISI), Kolkata, India, from November 2012 to April 2017. He received a PhD Degree (En gineering executed in ISI Kolkata) from the Department of Information Technol ogy at Jadavpur University, Kolkata, India, in March 2017. He earned B.Sc. (Hons) degree in Mathematics from Vidyasagar University, India, in 2005 and a Master of Computer Applications from the West Bengal University of Technology, India, in 2008 respectively. Dr Umer received an M. Tech degree from the University of Kalyani, India, in 2012. He has published several papers in peer-reviewed international and scientific journals in the field of Biometric, Affective Computing, Big data research, Business Human Resource Management, and Computational Biology. His research interests include Computer Vision, Machine Learning, Deep Learning, Biometrics, and Business data analytics techniques. He is a life member of the Institution of Engineers (IEI), Indian Science Congress Association (ISCA), and Senior Member of Indian National Academy of Engineering (INAE) India.Ranjeet Kumar Rout is currently serving as Assistant Professor in the Department of Information Technology, Dr. B. R. Ambedkar National Institute of Technology, Jalandhar, Punjab, India. Formally, he was the Assistant Professor in the Department of Computer Science and Engineering, National Institute of Technology Srinagar, Hazratbal, India. He received his Ph.D. from the department of Information Technology of Indian Institute of Engineering Science and Technology Shibpur, West Bengal, India. Previously, he earned Post Graduate and bachelor’s degree in computer science and engineering from Biju Patnaik University of Technology, Odisha, India, in 2010 and 2005, respectively. Prior to working at NIT Srinagar, Dr. Ran jeet had research and teaching experience from Amity University Noida, National Institute Technology Jalandhar, and Indian Statistical Institute (ISI) Kolkata, India. His research interests include machine learning, deep learning, visual cryptography, and computational biology. He has published several papers in peer reviewed international and scientific journals in the field of non-linear Boolean functions and computational biology.Ishrat Nazeer has done her B. Tech from University of Kashmir in the year of 2018. Then she did her M. Tech from Lovely professional University in the year 2020. She was the lecturer in the Computer Science and Engineering Department of Government college of engineering and technology from 2020 to 2022. Now she is doing her research in National Institute of Technology, Srinagar, Jammu and Kashmir, India.Kavya Dashora is a pioneering researcher and academic at the Centre for Rural Development and Technology, IIT Delhi, India. She is working at the intersection of nanotechnology, food systems, and sustainability. She is nationally recognized for developing India’s first plant-based egg and her ongoing work on plant-based meats, addressing nutritional security and climate resilience. Her multidisciplinary research spans nano synthesis, nanotoxicity, ligninolytic enzymes, plant metabolites, and blockchain-enabled Agri-value chains. She is a recipient of the UNDP Inno vate4SDG Award and Best Woman Scientist recognition and contributes to national and international platforms including UNDP and major public discourse forums. Dr. Dashora has received several prestigious awards such as the UNDP Innovate4SDG Award, and Best Woman Scientist Award, and continues to contribute significantly to advancing sustainable agricultural technologies aligned with global sustainability goals.

Butikslager

Ej i lager i butik.

Betyg & recensioner

0 recensioner

Inga recensioner tillgängliga.