Big data : techniques and technologies in geoinformatics

"Preface: What is big data? Due to increased interest in this phenomenon, many recent papers and reports have focused on defining and discussing this subject. A review of these publications would point to a consensus about how big data is perceived and explained. It is widely agreed that big da...

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Bibliographic Details
Other Authors Karimi, Hassan A. (Editor)
Format Electronic eBook
LanguageEnglish
Published Boca Raton : CRC Press, [2014]
Subjects
Geography > Data processing.
Big data.
Geographic information systems.
Geospatial data.
High performance computing.
elektronické knihy
electronic books
Online AccessFull text
ISBN9781466586550
Physical Description1 online resource : text file, PDF

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Table of Contents:
  • chapter 1. Distributed and parallel computing / Monir H. Sharker and Hassan A. Karimi
  • chapter 2. GEOSS Clearinghouse : integrating geospatial resources to support the global earth observation system of systems / Chaowei Yang, Kai Liu, Zhenlong Li, Wenwen Li, Huayi Wu, Jizhe Xia, Qunying Huang, Jing Li, Min Sun, Lizhi Miao, Nanyin Zhou, and Doug Nebert
  • chapter 3. Using a cloud computing environment to process large 3D spatial datasets / Ramanathan Sugumaran, Jeffrey Burnett, and Marc P. Armstrong
  • chapter 4. Building open environments to meet big data challenges in earth sciences / Meixia Deng and Liping Di
  • chapter 5. Developing online visualization and analysis services for NASA satellite-derived global precipitation products during the big geospatial data era / Zhong Liu, Dana Ostrenga, William Teng, and Steven Kempler
  • chapter 6. Algorithmic design considerations for geospatial and/or temporal big data / Terence van Zyl
  • -chapter 7. Machine learning on geospatial big data / Terence van Zyl
  • chapter 8. Spatial big data : case studies on volume, velocity, and variety / Michael R. Evans, Dev Oliver, Xun Zhou, and Shashi Shekhar
  • chapter 9. Exploiting big VGI to improve routing and navigation services / Mohamed Bakillah, Johannes Lauer, Steve H.L. Liang, Alexander Zipf, Jamal Jokar Arsanjani, Amin Mobasheri, and Lukas Loos
  • chapter 10. Efficient frequent sequence mining on taxi trip records using road network shortcuts / Jianting Zhang
  • chapter 11. Geoinformatics and social media : new big data challenge / Arie Croitoru, Andrew Crooks, Jacek Radzikowski, Anthony Stefanidis, Ranga R. Vatsavai, and Nicole Wayant
  • chapter 12. Insights and knowledge discovery from big geospatial data using TMC-pattern / Roland Assam and Thomas Seidl
  • chapter 13. Geospatial cyberinfrastructure for addressing the big data challenges on the worldwide sensor web / Steve H.L. Liang and Chih-Yuan Huang
  • -chapter 14. OGC standards and geospatial big data / Carl Reed.

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