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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| Format: | eBook |
| Language: | English |
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Boca Raton :
CRC Press,
[2014]
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| Subjects: | |
| Online Access: | View fulltext via EzAccess |
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.