Advances in scalable and intelligent geospatial analytics : challenges and applications /: challenges and applications. (2023)

• Record Type: Book
• Further Information: Note: Edited by Surya Durbha [and six others].
• Editors: Durbha, Surya Srinivas
• Contents: Section I: Introduction to Geospatial Analytics 1. Geospatial Technology – Developments, Present Scenario and Research Challenges Parvatham Venkatachalam Section II: Geo-Ai 2. Perspectives on Geospatial Artificial Intelligence Platforms for Multimodal Spatiotemporal Datasets C. V. Krishnakumar Iyer, Swetava Ganguli, and Vipul Pandey 3. Temporal Dynamics of Place and Mobility Kevin Sparks, Jesse Piburn, Andy Berres, Marie Urban, and Gautam Thakur 4. Geospatial Knowledge Graph Construction Workflow for Semantics-Enabled Remote Sensing Scene Understanding Abhishek Potnis, Surya S Durbha, Rajat Shinde, and Pratyush Talreja 5. Geosemantic Standards-Driven Intelligent Information Retrieval Framework for 3D LiDAR Point Clouds Rajat C. Shinde, Surya S Durbha, Abhishek V. Potnis, and Pratyush V. Talreja 6. Geospatial Analytics Using Natural Language Processing Manimala Mahato and Rekha Ramesh Section III: Scalable Geospatial Analytics 7. A Scalable Automated Satellite Data Downloading and Processing Pipeline Developed on AWS Cloud for Agricultural Applications Ankur Pandit, Suryakant Sawant, Rishabh Agrawal, Jayantrao Mohite, and Srinivasu Pappula 8. Providing Geospatial Intelligence through a Scalable Imagery Pipeline Andrew Reith, Jacob McKee, Amy Rose, Melanie Laverdiere, Benjamin Swan, David Hughes, Sophie Voisin, Lexie Yang, Laurie Varma, Liz Neunsinger, and Dalton Lunga 9. Distributed Deep Learning and Its Application in Geo-spatial Analytics Nilkamal More, Jash Shah, V.B. Nikam, and Biplab Banerjee 10. High-Performance Computing for Processing Big Geospatial Disaster Data Pratyush V. Talreja, Surya S Durbha, Rajat C. Shinde, and Abhishek V. Potnis Section IV: Geovisualization: Innovative Approaches for Geovisualization and Geovisual Analytics for Big Geospatial Data 11. Dashboard for Earth Observation Manil Maskey, Rahul Ramachandran, Brian Freitag, Aaron Kaulfus, Aimee Barciauskas, Olaf Veerman, Leo Thomas, Iksha Gurung, and Muthukumaran Ramasubramanian 12. Visual Exploration of LiDAR Point Clouds Satendra Singh and Jaya Sreevalsan-Nair Section V: Other Advances in Geospatial Domain 13. Toward a Smart Metaverse City: Immersive Realism and 3D Visualization of Digital Twin Cities Haowen Xu, Andy Berres, Yunli Shao, Chieh (Ross) Wang, Joshua R. New, and Olufemi A. Omitaomu 14. Current UAS Capabilities for Geospatial Spectral Solutions David L. Cotten, Andrew Duncan, Andrew Harter, Matt Larson, and Brad Stinson 15. Flood Mapping and Damage Assessment Using Sentinel – 1 & 2 in Google Earth Engine of Port Berge & Mampikony Districts, Sophia Region, Madagascar Penchala Vineeth Kurapati, Ashish Babu, Kesava Rao Pyla, Prasad NSR, and Venkata Ravi Babu Mandla Section VI: Case Studies from the Geospatial Domain 16. Fuzzy-Based Meta-Heuristic and Bi-Variate Geo-Statistical Modelling for Spatial Prediction of Landslides Suvam Das, Shubham Chaudhary, Shantanu Sarkar, and Debi Prasanna Kanungo 17. Understanding the Dynamics of the City through Crowdsourced Datasets: A Case Study of Indore City Vipul Parmar and Anugrah Anilkumar Nagaich 18. A Hybrid Model for the Prediction of Land Use/Land Cover Pattern in Kurunegala City, Sri Lanka Mohamed Haniffa Fathima Hasna, Mathanraj Seevarethnam, and Vasanthakumary Selvanayagam 19. Spatio-Temporal Dynamics of Tropical Deciduous Forests under Climate Change Scenarios in India Rajit Gupta and Laxmi Kant Sharma 20. A Survey of Machine Learning Techniques in Forestry Applications Using SAR Data Naveen Ramachandran, K.K. Sarma, Dibyajyoti Chutia, and Onkar Dikshit
• Edition: 1st
• Publisher Details: Boca Raton : CRC Press
• Publication Date: 2023
• Extent: 1 online resource (428 pages), illustrations (black and white, and colour)
• Subjects: 910.285; Geographic information systems; Geospatial data -- Computer processing; Spatial analysis (Statistics)
• Languages: English
• ISBNs: 9781000877540; 9781000877489
• Related ISBNs: 9781032200316
• Notes: Note: Includes bibliographical references and index.; Note: Description based on CIP data; resource not viewed.
• Access Rights: Legal Deposit; Only available on premises controlled by the deposit library and to one user at any one time; The Legal Deposit Libraries (Non-Print Works) Regulations (UK).
• Access Usage: Restricted: Printing from this resource is governed by The Legal Deposit Libraries (Non-Print Works) Regulations (UK) and UK copyright law currently in force.