Geospatial data science techniques and applications (Record no. 211977)

000 -LEADER
fixed length control field aam a22 4500
008 - FIXED-LENGTH DATA ELEMENTS--GENERAL INFORMATION
fixed length control field 190513b 2018 ||||| |||| 00| 0 eng d
020 ## - INTERNATIONAL STANDARD BOOK NUMBER
International Standard Book Number 9781138626447
082 ## - DEWEY DECIMAL CLASSIFICATION NUMBER
Classification number 910.285
Item number G3
245 ## - TITLE STATEMENT
Title Geospatial data science techniques and applications
260 ## - PUBLICATION, DISTRIBUTION, ETC. (IMPRINT)
Name of publisher, distributor, etc CRC Press
Date of publication, distribution, etc 2018
Place of publication, distribution, etc Boca Raton
300 ## - PHYSICAL DESCRIPTION
Extent xv, 258p.
Other physical details With index
504 ## - BIBLIOGRAPHY, ETC. NOTE
Bibliography, etc Table of Contents

1. Geospatial Data Science: A Transdisciplinary Approach
[Emre Eftelioglu, Reem Y. Ali, Xun Tang, Yiqun Xie, Yan Li, and Shashi Shekhar]

2. Geocoding Fundamentals and Associated Challenges
[Claudio Owusu, Yu Lan, Minrui Zheng, Wenwu Tang, and Eric Delmelle]

3. Deep Learning with Satellite Images and Volunteered Geographic Information
[Jiaoyan Chen and Alexander Zipf]

4. Visual Analysis of Floating Car Data
[Linfang Ding, Jukka M. Krisp, and Liqiu Meng]

5. Recognizing Patterns in Geospatial Data Using Persistent Homology: A Study of Geologic Fractures
[Kathryn A. Bryant and Bobak Karimi]

6. LiDAR for Marine Applications
[Ajoy Kumar and Nathan Murry]

7. Spatiotemporal Point Pattern Analysis Using Ripley’s K Function
[Alexander Hohl, Minrui Zheng, Wenwu Tang, Eric Delmelle, and Irene Casas]

8. Geospatial Data Science Approaches for Transport Demand Modeling
[Zahra Navidi, Rahul Deb Das, and Stephan Winter]

9. Geography of Social Media in Public Response to Policy-Based Topics
[Xinyue Ye, Shengwen Li, Adiyana Sharag-Eldin, Ming-Hsiang Tsou, and Brian Spitzberg]

10. Geospatial Data Streams
[Zdravko Galić]
520 ## - SUMMARY, ETC.
Summary, etc Data science has recently gained much attention for a number of reasons, and among them is Big Data. Scientists (from almost all disciplines including physics, chemistry, biology, sociology, among others) and engineers (from all fields including civil, environmental, chemical, mechanical, among others) are faced with challenges posed by data volume, variety, and velocity, or Big Data. This book is designed to highlight the unique characteristics of geospatial data, demonstrate the need to different approaches and techniques for obtaining new knowledge from raw geospatial data, and present select state-of-the-art geospatial data science techniques and how they are applied to various geoscience problems.

https://www.crcpress.com/Geospatial-Data-Science-Techniques-and-Applications/Karimi-Karimi/p/book/9781138626447
650 ## - SUBJECT ADDED ENTRY--TOPICAL TERM
Topical term or geographic name as entry element Geospatial data
9 (RLIN) 380033
650 ## - SUBJECT ADDED ENTRY--TOPICAL TERM
Topical term or geographic name as entry element Remote sensing
9 (RLIN) 380034
650 ## - SUBJECT ADDED ENTRY--TOPICAL TERM
Topical term or geographic name as entry element Geographic information systems
9 (RLIN) 380035
650 ## - SUBJECT ADDED ENTRY--TOPICAL TERM
Topical term or geographic name as entry element Earth sciences - Geography
9 (RLIN) 380036
700 ## - ADDED ENTRY--PERSONAL NAME
Personal name Karimi, Hassan A.
Relator term Editor
9 (RLIN) 380037
700 ## - ADDED ENTRY--PERSONAL NAME
Personal name Karimi, Bobak
Relator term Editor
9 (RLIN) 380038
942 ## - ADDED ENTRY ELEMENTS (KOHA)
Source of classification or shelving scheme
Item type Books
Holdings
Withdrawn status Lost status Source of classification or shelving scheme Damaged status Not for loan Collection code Permanent location Current location Shelving location Date acquired Source of acquisition Cost, normal purchase price Item location Total Checkouts Total Renewals Full call number Barcode Checked out Date last seen Date last borrowed Cost, replacement price Koha item type
          Non-fiction Vikram Sarabhai Library Vikram Sarabhai Library General Stacks 2019-06-17 5 7265.60 Slot 2392 (3 Floor, East Wing) 1 1 910.285 G3 199376 2019-12-16 2019-06-17 2019-06-17 8892.00 Books

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