Name
Title | ||
|---|---|---|
A tile service-driven architecture for online climate analysis with an application to estimation of ocean carbon flux |
Abstract | ||
|---|---|---|
The deteriorating environmental system and increasing number of time-varying datasets have generated a significant demand for new techniques to support online high-efficiency climate analysis. In response to this demand, this paper introduces an innovative multilayer architecture driven by a tile service in a virtual globe environment. This architecture is supported by the open-source and highly efficient osgEarth virtual globe. In addition, we develop a gSoap-based tile service to address the challenges of visualizing and analysing massive data under hardware restrictions conditions. The service contains a lossless pyramid tile set that can automatically provide tiles with proper accuracy according to the demands of users under different conditions. Furthermore, we add a hybrid database file system to the service for high availability. This service is then applied for estimation of ocean carbon flux. And a proof-of-concept prototype, SatCO2, has been developed to demonstrate the feasibility and performance of the proposed architecture. |
Year | DOI | Venue |
|---|---|---|
2019 | 10.1016/j.envsoft.2019.04.005 | Environmental Modelling & Software |
Keywords | Field | DocType |
Tile service,Virtual globe,High-efficiency online analysis,Climate change | Architecture,File system,Computer science,Flux,Pyramid,Tile,High availability,Management science,Lossless compression,Distributed computing | Journal |
Volume | ISSN | Citations |
118 | 1364-8152 | 0 |
PageRank | References | Authors |
0.34 | 0 | 5 |
Name | Order | Citations | PageRank |
|---|---|---|---|
| Weiwen Ye | 1 | 0 | 0.34 |
| Feng Zhang | 2 | 12 | 7.66 |
| yan bai | 3 | 56 | 7.60 |
| Zhenhong Du | 4 | 31 | 16.98 |
| RenYi Liu | 5 | 0 | 0.34 |