Advances in Scalable and Intelligent Geospatial Analytics: Challenges and Applications
421Advances in Scalable and Intelligent Geospatial Analytics: Challenges and Applications
421Hardcover
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Overview
FEATURES
- Demonstrates the recent advances in geospatial analytics tools, technologies, and algorithms
- Provides insight and direction to the geospatial community regarding the future trends in scalable and intelligent geospatial analytics
- Exhibits recent geospatial applications and demonstrates innovative ways to use big geospatial data to address various domain-specific, real-world problems
- Recognizes the analytical and computational challenges posed and opportunities provided by the increased volume, velocity, and veracity of geospatial data
This book is beneficial to graduate and postgraduate students, academicians, research scholars, working professionals, industry experts, and government research agencies working in the geospatial domain, where GIS and remote sensing are used for a variety of purposes. Readers will gain insights into the emerging trends on scalable geospatial data analytics.
Product Details
ISBN-13: | 9781032200316 |
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Publisher: | CRC Press |
Publication date: | 05/12/2023 |
Pages: | 421 |
Product dimensions: | 7.00(w) x 10.00(h) x (d) |
About the Author
Dr. Jibonananda Sanyal serves as the Group Leader for Oak Ridge National Laboratory’s Computational Urban Sciences research group. He is an IEEE Senior Member, an ACM Distinguished Speaker, and a 2017 Knoxville’s 40 under 40 honoree.
Dr. Lexie Yang is a lead research scientist in the GeoAI Group at Oak Ridge National Laboratory. She leads several AI-enabled geoscience data analytics projects with large-scale multi-modality geospatial data. The recent work from her team has been widely used to support national-scale disaster assessment and management by federal and local agencies.
Dr. Sangita S. Chaudhari is a Professor in the Department of Computer Engineering, Ramrao Adik Institute of Technology Nerul, Navi Mumbai, India. She is vice chair of IEEE GRSS Mumbai Chapter and has published several journal articles and book chapters.
Dr. Ujwala Bhangale is an Associate Professor in the Department of Information Technology, at K.J. Somaiya College of Engineering, Somaiya Vidyavihar University, Mumbai, India. She has published several papers in IEEE/ACM publications.
Dr. Ujwala Bharambe is an Assistant Professor in the Department of Computer Engineering, at Thadomal Shahani Engineering College, Mumbai, India. She has published several papers in IEEE/ACM publications.
Dr. Kuldeep Kurte is a research scientist in the Computational Urban Sciences Group (CUSG) at Oak Ridge National Laboratory. He has experience working on various applications on different HPC platforms from NVIDIA Jetson Tk1 to the Summit supercomputer.