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DOI10.1016/j.envsoft.2019.04.005
A tile service-driven architecture for online climate analysis with an application to estimation of ocean carbon flux
Ye, Weiwen1,2; Zhang, Feng1,2; Bai, Yan3; Du, Zhenhong1; Liu, RenYi2
发表日期2019
ISSN1364-8152
EISSN1873-6726
卷号118页码:120-133
英文摘要

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.


WOS研究方向Computer Science ; Engineering ; Environmental Sciences & Ecology
来源期刊ENVIRONMENTAL MODELLING & SOFTWARE
文献类型期刊论文
条目标识符http://gcip.llas.ac.cn/handle/2XKMVOVA/101540
作者单位1.Zhejiang Univ, Inst Geog Informat Sci, Room 236,Main Teaching Bldg,Xixi Campus, Hangzhou 310028, Zhejiang, Peoples R China;
2.Zhejiang Prov Key Lab Geog Informat Sci, Hangzhou 310028, Peoples R China;
3.SOA, Inst Oceanog 2, State Key Lab Satellite Ocean Environm Dynam, Hangzhou 310012, Zhejiang, Peoples R China
推荐引用方式
GB/T 7714
Ye, Weiwen,Zhang, Feng,Bai, Yan,et al. A tile service-driven architecture for online climate analysis with an application to estimation of ocean carbon flux[J],2019,118:120-133.
APA Ye, Weiwen,Zhang, Feng,Bai, Yan,Du, Zhenhong,&Liu, RenYi.(2019).A tile service-driven architecture for online climate analysis with an application to estimation of ocean carbon flux.ENVIRONMENTAL MODELLING & SOFTWARE,118,120-133.
MLA Ye, Weiwen,et al."A tile service-driven architecture for online climate analysis with an application to estimation of ocean carbon flux".ENVIRONMENTAL MODELLING & SOFTWARE 118(2019):120-133.
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