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Handbook of Big Geospatial Data

Edited by Martin Werner () and Yao-Yi Chiang ()

in Springer Books from Springer

Date: 2021
ISBN: 978-3-030-55462-0
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Chapters in this book:

Ch Chapter 1 IBM PAIRS: Scalable Big Geospatial-Temporal Data and Analytics As-a-Service
Siyuan Lu and Hendrik F. Hamann
Ch Chapter 10 Mining Colocation from Big Geo-Spatial Event Data on GPU
Arpan Man Sainju and Zhe Jiang
Ch Chapter 11 Automatic Urban Road Network Extraction From Massive GPS Trajectories of Taxis
Song Gao, Mingxiao Li, Jinmeng Rao, Gengchen Mai, Timothy Prestby, Joseph Marks and Yingjie Hu
Ch Chapter 12 Exploratory Analysis of Massive Movement Data
Anita Graser, Melitta Dragaschnig and Hannes Koller
Ch Chapter 13 Spatio-Temporal Data Quality: Experience from Provision of DOT Traveler Information
Douglas Galarus, Ian Turnbull, Sean Campbell, Jeremiah Pearce and Leann Koon
Ch Chapter 14 Uncertain Spatial Data Management: An Overview
Andreas Züfle
Ch Chapter 15 Spatial Statistics, or How to Extract Knowledge from Data
Anna Antoniuk, Miryam S. Merk and Philipp Otto
Ch Chapter 16 A Survey of Textual Data & Geospatial Technology
Jochen L. Leidner
Ch Chapter 17 Harnessing Heterogeneous Big Geospatial Data
Bo Yan, Gengchen Mai, Yingjie Hu and Krzysztof Janowicz
Ch Chapter 18 Big Historical Geodata for Urban and Environmental Research
Hendrik Herold
Ch Chapter 19 Harvesting Big Geospatial Data from Natural Language Texts
Yingjie Hu and Benjamin Adams
Ch Chapter 2 Big Geospatial Data Processing Made Easy: A Working Guide to GeoSpark
Jia Yu and Mohamed Sarwat
Ch Chapter 20 Automating Information Extraction from Large Historical Topographic Map Archives: New Opportunities and Challenges
Johannes H. Uhl and Weiwei Duan
Ch Chapter 21 The Integration of Decision Maker’s Requirements to Develop a Spatial Data Warehouse
Sana Ezzedine, Sami Yassine Turki and Sami Faiz
Ch Chapter 22 Smart Cities
Mayank Kejriwal
Ch Chapter 23 The 4th Paradigm in Multiscale Data Representation: Modernizing the National Geospatial Data Infrastructure
Barbara P. Buttenfield, Lawrence V. Stanislawski, Barry J. Kronenfeld and Ethan Shavers
Ch Chapter 24 INSPIRE: The Entry Point to Europe’s Big Geospatial Data Infrastructure
Marco Minghini, Vlado Cetl, Alexander Kotsev, Robert Tomas and Michael Lutz
Ch Chapter 3 Indoor 3D: Overview on Scanning and Reconstruction Methods
Ville V. Lehtola, Shayan Nikoohemat and Andreas Nüchter
Ch Chapter 4 Big Earth Observation Data Processing for Disaster Damage Mapping
Bruno Adriano, Naoto Yokoya, Junshi Xia and Gerald Baier
Ch Chapter 5 Spatial Data Reduction Through Element-of-Interest (EOI) Extraction
Samantha T. Arundel and E. Lynn Usery
Ch Chapter 6 Semantic Graphs to Reflect the Evolution of Geographic Divisions
C. Bernard, C. Plumejeaud-Perreau, M. Villanova-Oliver, J. Gensel and H. Dao
Ch Chapter 7 Big Spatial Flow Data Analytics
Ran Tao
Ch Chapter 8 Semantic Trajectories Data Models
Maria Luisa Damiani
Ch Chapter 9 Multi-attribute Trajectory Data Management
Jianqiu Xu

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DOI: 10.1007/978-3-030-55462-0

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