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      Hyperautomation in Precision Agriculture

      Advancements and Opportunities for Sustainable Farming

      AvSartajvir Singh,Vishakha Sood

      Häftad, Engelska, 2024

      2 038 kr

      Beställningsvara. Skickas inom 10-15 vardagar. Fri frakt över 249 kr.

      Beskrivning

      Hyperautomation in Precision Agriculture: Advancements and Opportunities for Sustainable Farming is the first book to focus on the integration of multiple techniques and technologies to create an ecosystem sustaining approach that doesn’t compromise soil health or environmental safety as it increases crop yield. The book highlights the integration of state-of-the-art tools and working models to address the various challenges in the field of agriculture. It also identifies and discusses the potential and challenges of hyperautomation in sustainable agriculture with respect to efficiency improvement and human enhancement of automated operations.

      Hyperautomation is a true digital transformation in sustainable agriculture utilizing advanced techniques such as robotic process automation (RPA), digital process automation (DPA), unmanned aerial vehicle (UAV), controlled-environment agriculture (CEA), remote sensing, internet of things (IoT), crop modeling, precision farming, sustainable yield, image analysis, data fusion, artificial intelligence (AI), machine learning (ML), and deep learning (DL).

      • Provides a comprehensive overview of the current state-of-the-art of automation in agriculture
      • Enables improved productivity and resource optimization
      • Presents advanced monitoring/mapping methods in soil properties, nutrients, crop growth, and yield

      Produktinformation

      • Utgivningsdatum:2024-11-27
      • Mått:191 x 235 x 22 mm
      • Vikt:1 050 g
      • Format:Häftad
      • Språk:Engelska
      • Antal sidor:400
      • Förlag:Elsevier Science
      • ISBN:9780443241390

      Utforska kategorier

      • Lantbruksteknik inom Naturvetenskap och teknik

      Mer om författaren

      Dr. Sartajvir Singh is currently serving as Chief Scientific Officer at the Center of Excellence in Socio-Environmental Sustainability for River Sand Mining (SENSRS) and Project Director (ICSSR Project) at Indian Institute of Technology Ropar, India. He is a digital image analyst with expertise in remote sensing and earned his PhD in Electronics & Communication Engineering (Outstanding Thesis Awardee, 2018) after completing his M. Tech (Gold Medalist) and B.Tech with Distinction. He is a Registered Indian Patent & Trademark Agent and a DGCA-approved drone operator, with 70+ innovations (35+ patents granted) and 90+ SCI/Scopus-indexed publications. He has secured over four Crore (INR) research funding, received multiple fellowships, held editorial positions, and is an IEEE Senior Member, advancing electronics, image processing, and geospatial intelligence.Vishakha Sood is currently working as a Scientist at the Indian Institute of Technology, Ropar, Punjab, under the Women Scientist Scheme (WOS) of the Department of Science and Technology (DST), Government of India. She is also the founder of Aiotronics Automation Pvt. Ltd., supported under the Himachal Pradesh Chief Minister Startup Scheme. She received her Ph.D. in Electronics and Communication Engineering from Chitkara University, Punjab, in 2020. She earned her B.Tech. degree from Himachal Pradesh University in 2008 and her M.Tech. degree in Electronics and Communication Engineering from Punjab Technical University in 2011. She also completed an MBA in Human Resource Management in 2010. She has extensive academic and research experience and has authored research articles in SCI‑indexed journals and SCOPUS‑indexed book chapters and holds several inventions. Her research interests include satellite sensors, remote sensing, and digital image analysis. She is a Senior Member of IEEE and an active member of professional bodies including the Indian Society of Remote Sensing (ISRS), Indian Society for Technical Education (ISTE), Punjab Science Congress (Punjab Academy of Sciences), IEEE Sensors Council, IEEE Geoscience and Remote Sensing Society, IEEE Women in Engineering, and the European Geosciences Union (EGU). Dr. Arun Lal Srivastav is working as Professor and Associate Dean (Research), Tulas University, Dehradun, Uttarakhand, India. He received PhD from the Indian Institute of Technology (BHU), Varanasi. He has also done post-doctoral research at National Chung Hsing University, Taiwan. He is currently involved in the teaching of Environmental Science and Engineering, Disaster Management to the undergraduate engineering students. His research interests include water quality surveillance, climate change, water treatment, river ecosystem, soil health maintenance, engineering education, phytoremediation and waste management. Under his supervision, 3 PhD degrees have been awarded. He has published >150 research papers in various prestigious journals (Elsevier, Springer, IWA, Taylor & Francis etc.) including books, book chapters and conference publications. He has edited many books with Elsevier, Springer, NOVA, IGI global and Wiley. He worked on 04 Government sponsored projects (worth ~16 million INR) on phytoremediation, adsorption, capacity building, organic farming, leachate treatment, agro-waste management etc. He received the prestigious "Teachers Associateship for Research Excellence (TARE) Fellowship" followed by a research grant from the Science and Engineering Research Board (SERB), Govt. of India in 2022. He has also filed 31 patents on multidisciplinary topics and 14 out of which have been granted by the Government of India. He has also been recognized among the top 2% worldwide scientists of Earth and Environmental Sciences jointly by Stanford University and Elsevier in the year 2023, 2024 and 2025. Recently, his name has been included in top 0.05% scholars of the year 2025 by ScholarGPS in Environmental Sciences.Dr. Ampatzidis is an Associate Professor leading a research and extension precision agriculture engineering program at the Southwest Florida Research and Education Center (SWFREC) in Immokalee, Florida. He received his B.S. in Agriculture Science in 2002 from the Aristotle University of Thessaloniki (AUTH) in Thessaloniki, Greece, with a major in row crops and ecology. After completing his bachelor’s degree, he enrolled in the Agricultural Engineering department and completed his M.S. in 2005 with an emphasis on precision agriculture and robotics. At the same time, he completed his second bachelor’s degree in Hydraulics, Soil Science and Agricultural Engineering in 2008 (AUTH). He received his PhD in Agricultural Engineering from AUTH in 2010 with an emphasis on precision agriculture and automation for specialty crops. His current research focuses on the mechanical harvesting of specialty crops, mechatronics, artificial intelligence, machine vision, precision agriculture, smart machines (e.g., smart spraying technologies), UAVs, and machine systems.

      Innehållsförteckning

      • Section I: Fundamentals of Hyperautomation technology for sustainable agriculture1. A global overview and the fundamentals of sustainable agriculture2. Smart Contracts for Efficient Resource Allocation and Management in Hyperautomated Agriculture Information Systems3. Towards Smart Farming: Applications of Artificial Intelligence and Internet of Things in Precision Agriculture4. Hyperautomation in agriculture sector by technological devices towards irrigation, crop harvest and storage5. AI-Powered Agriculture and Sustainable Practices in Developing CountriesSection II: Smart agriculture automation using advanced technologies6. A light-weight Deep Learning model for plant disease detection in hyperautomation7. Mapping and Retrieval of Agricultural Parameters using Artificial Intelligence8. Sustainable Plant Disease Protection Using Machine Learning and Deep Learning9. Cereal crop yield prediction using machine learning techniques10. Estimation of soil properties for sustainable crop production using multisource data fusionSection III: Advances in remote sensing for precision crop production11. Detecting the stages of Ragi crop diseases using satellite data in villages of Nanjangud taluk12. Soil and field analysis using unmanned aerial vehicles (UAV) for smart and sustainable farming13. Crop Land Assessment with Deep Neural Network using Hyperspectral Satellite Dataset14. Development of Soil moisture maps using image fusion of MODIS and optical dataset15. Advance remote sensing technologies for crop disease and pest detection16. Estimating Soil Moisture in Semi-Arid Areas for Winter Wheat Using Sentinel-1 and Support Vector AlgorithmsSection IV: Robotic/Digital Process Automation (RPA/DPA) in agriculture and field applications17. Autonomous Robotic Leaf Retrieval18. Robotics-assisted precision and sustainable irrigation, harvesting and fertilizing processes19. Computer Vision Technology for Weed Detection20. LiDAR/RADAR robots in monitoring and mapping crop growth for sustainable crop productionSection V: Emerging trends and case studies in Hyperautomation of Sustainable Agriculture21. Is Hyper-automation is playing a significant role in Smart Agriculture?22. Predictive Irrigation: Current practice and Future Prospects23. Design and fabrication of quad copter for agriculture seeding24. hallenges and future trends in the Hyperautomation of Sustainable Agriculture25. Techniques and applications of deep learning in smart agriculture systems26. Investigation of Automated Plant disease detection Framework using Machine Learning Classifier with novel Segmentation and Feature Extraction Strategy27. Hyperautomation in precision agriculture using different unmanned aerial vehicles (UAV)28. Emerging Trends of hyperautomation in decision-making process & sustainable crop production29. Remote sensors for hyper-automation in agriculture
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