"Smart Forestry 5.0 for Powered AI Sustainable Environment and Climate" explores the transformative potential of integrating advanced artificial intelligence (AI) technologies into forestry practices. This book delves into how the fifth industrial revolution can reshape the way we manage forests, promoting sustainability and resilience in the face of climate change. It combines theoretical insights with practical applications, providing a comprehensive guide for researchers, practitioners, and policymakers. The book is structured around several key themes which includes Foundations of Smart Forestry, AI and Data-Driven Decision Making, Innovative Applications of AI, Ecosystem Monitoring and Restoration, Collaborative Frameworks for Sustainable Practices, Ethical Considerations in Smart Forestry, Future Trends and Innovations that highlight the intersection of smart forestry and AI, emphasizing sustainability in forest management. It discusses innovative technologies and methodologies that enable efficient monitoring, management, and restoration of forest ecosystems. "Smart Forestry 5.0 for Powered AI Sustainable Environment and Climate" explores the transformative potential of integrating advanced artificial intelligence (AI) technologies into forestry practices. This book delves into how the fifth industrial revolution can reshape the way we manage forests, promoting sustainability and resilience in the face of climate change. It combines theoretical insights with practical applications, providing a comprehensive guide for researchers, practitioners, and policymakers. The book is structured around several key themes which includes Foundations of Smart Forestry, AI and Data-Driven Decision Making, Innovative Applications of AI, Ecosystem Monitoring and Restoration, Collaborative Frameworks for Sustainable Practices, Ethical Considerations in Smart Forestry, Future Trends and Innovations that highlight the intersection of smart forestry and AI, emphasizing sustainability in forest management. It discusses innovative technologies and methodologies that enable efficient monitoring, management, and restoration of forest ecosystems. Dr. Ashwin M has completed his Ph.D. in Computer Science and Engineering from Karpagam Academy of Higher Education, Coimbatore in 2018. He is currently working as an Professor in the Department of Information Science and Engineering, AMC Engineering College, Bengaluru. He has over 17 years of teaching and 6 years of exclusive research experience. To his credit he has 40+ research articles in his research domain of sustainable AI environment and MANET . He has played many vital roles of an academician and researcher by serving as Board of Studies, Doctoral committee member and reviewer for reputed journals and conferences. He is an active IE(I) and ISTE member. Dr. S. Sountharrajan is an Associate Professor, Amrita School of Computing, Amrita Vishwa Vidyapeetham, Chennai Campus, where he also serves as the Chairperson, Department of Computer Science and Engineering. His academic and research contributions are extensive: he has published over 84 High quality journal papers which includes conference articles, and book chapters. Additionally, he has Edited 3 books covering a wide range of emerging technologies. He earned his Bachelor's, Master's, and Ph.D. degrees from premier institutions in India. He has received research grants totaling ₹38 lakhs from renowned funding agencies such as the DST, AICTE, and ICMR. He is also a frequent keynote speaker and has delivered over 40+ invited talks at various academic and industry forums. He holds certifications from leading technology firms such as IBM and Dell EMC. His core areas of expertise include Artificial Intelligence, Quantum Computing and Cloud Computing. His dynamic involvement in both academia and industry continues to inspire innovation and knowledge dissemination across multiple platforms. Prof. Balamurugan Balusamy has served up to the position of Associate Professor in his stint of 12 years of experience with VIT University, Vellore. He had completed his Bachelors, Masters and PhD Degrees from Top premier institutions from India. His passion is teaching and adapts different design thinking principles while delivering his lectures. He has published 80+ books on various technologies and visited 15 plus countries for his technical course. He has several top-notch conferences in his resume and has published over 200 of quality journal, conference and book chapters combined. He serves in the advisory committee for several start-ups and forums and does consultancy work for industry on Industrial IOT. He has given over 195 talks in various events and symposium. Dr. Chander Prabha is currently working as a Professor in the Department of Computer Science and Engineering at Chitkara University Institute of Engineering and Technology, Chitkara University, Punjab, India. She had done her PhD (Computer Science Engineering) in 2017 and her ME