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High Performance Geographic Information System : Architecture and Technologies / by Wei Xiong, Ye Wu, Xue Ouyang, Qing-ren Jia, Hao Chen, Luo Chen.
Springer eBooks EBA - Earth & Environmental Science Collection 2024 Available online
Springer eBooks EBA - Earth & Environmental Science Collection 2024- Format:
- Book
- Author/Creator:
- Xiong, Wei.
- Language:
- English
- Subjects (All):
- Geographic information systems.
- Computational intelligence.
- Engineering--Data processing.
- Geographical Information System.
- Computational Intelligence.
- Data Engineering.
- Local Subjects:
- Geographical Information System.
- Computational Intelligence.
- Data Engineering.
- Physical Description:
- 1 online resource (334 pages)
- Edition:
- 1st ed. 2024.
- Place of Publication:
- Singapore : Springer Nature Singapore : Imprint: Springer, 2024.
- Summary:
- The development of earth observation and computing technology has promoted the wide application of spatio-temporal big data and artificial intelligence. The enrichment of data and the improvement of computational performance make it possible to perform spatio-temporal analysis and computation on a larger scale. Therefore, it is necessary to study the optimization methods and application methods of high performance geocomputing, starting from GIS architecture, in order to form a high performance GIS that can serve the society and economy and support various applications. This book focuses on the architecture, technology, platform and application of high-performance GIS, analyzes the key technologies of spatio-temporal big data organization and access, parallelized spatial analysis and processing, large-scale map rendering and parallel visualization under the high-performance computing architecture, explains how to build high-performance geographic information applications, and looks forward to the trend of the new generation of GIS.
- Contents:
- Introduction
- The Architecture of High Performance Geographic Information System
- Management of Big Spatial Data
- Multi-paradigm Geocomputing
- Online Mapping and Visualization High pearformance GIS
- High performance GIS Platform
- Application of High performance GIS
- Trends of High performance GIS.
- ISBN:
- 981-9771-70-6
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