Advances in scalable and intelligent geospatial analytics : challenges and applications /

Saved in:

Bibliographic Details
Edition:	First edition.
Imprint:	Boca Raton, FL : CRC Press, 2023. ©2023
Description:	1 online resource ( xvi, 405 pages) : illustrations (some color), maps (chiefly color)
Language:	English
Subject:	Geographic information systems. Geospatial data -- Computer processing. Spatial analysis (Statistics) Geographic information systems. Geospatial data -- Computer processing. Spatial analysis (Statistics)
Format:	E-Resource Book
URL for this record:	http://pi.lib.uchicago.edu/1001/cat/bib/13385865

Hidden Bibliographic Details
Other authors / contributors:	Durbha, Surya Srinivas, editor. Sanyal, Jibonananda, 1980- editor. Yang, Lexie, editor. Chaudhari, Sangita S., editor. Bhangdale, Ujwala, editor. Bharambe, Ujwala, editor. Kurte, Kuldeep, editor.
ISBN:	9781000877489 1000877485 9781003270928 1003270921 9781000877540 100087754X 9781032200316 9781032220321
Notes:	Includes bibliographical references and index. Dr. Surya Durbha is a Professor at CSRE, Indian Institute of Technology Bombay (IITB). Before joining IITB, he held an adjunct faculty position in the Electrical and Computer Engineering Department at Mississippi State University. He has published over 80 peer reviewed articles and has written a book on the Internet of Things published by Oxford University Press in March 2021. 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. Description based on online resource; title from digital title page (viewed on July 31, 2023).
Other form:	Print version: Advances in scalable and intelligent geospatial analytics First Edition. Boca Raton : CRC Press, 2023 9781032200316
Standard no.:	10.1201/9781003270928

Table of Contents:

Geospatial Technology
Developments, Present Scenario and Research Challenges
Perspectives on Geospatial Artificial Intelligence Platforms for Multimodal Spatiotemporal Datasets
Temporal Dynamics of Place and Mobility
Geospatial Knowledge Graph Construction Workflow for Semantics-enabled Remote Sensing Scene Understanding
Geosemantic Standards-driven Intelligent Information Retrieval Framework for 3D LiDAR Point Clouds
Geospatial Analytics Using Natural Language Processing
A Scalable Automated Satellite Data Downloading and Processing Pipeline Developed on AWS Cloud for Agricultural Applications
Providing Geospatial Intelligence through a Scalable Imagery Pipeline
Distributed Deep Learning and its Application in Geo-spatial Analytics
High Performance Computing for Processing Big Geospatial Disaster Data
Dashboard for Earth Observation
Visual Exploration of LiDAR Point Clouds
Towards a Smart Metaverse City: Immersive Realism and 3D Visualization of Digital Twin Cities
Current UAS Capabilities for Geospatial Spectral Solutions
Flood Mapping and Damage Assessment using Sentinel
1 & 2 in Google Earth Engine of Port Berge & Mampikony Districts, Sophia Region, Madagascar
Fuzzy-based Meta-heuristic and Bi-variate Geo-statistical Modelling for Spatial Prediction of landslides
Understanding the Dynamics of the City through Crowdsourced Datasets: A Case Study of Indore City
A Hybrid Model for the Prediction of Land use/ Land cover Pattern in Kurunegala City, Sri Lanka
Spatio-temporal Dynamics of Tropical Deciduous Forests Under Climate Change Scenarios in India
A Survey of Machine Learning Techniques in Forestry Applications Using SAR Data.

Advances in scalable and intelligent geospatial analytics : challenges and applications /

Similar Items