SCAPE: An Application Platform for Environmental Big Data Analysis in Smart Cities

DOI

10.2991/msota-16.2016.101How to use a DOI?

Keywords

big data platform; smart city; environment protection; environment modeling

Abstract

Environment protection is a crucial part of a smart city. Environmental big data analysis is an important way to improve environment modeling and city planning, which plays an important role in environment protection. Applications for environmental big data analysis involves collecting, storing, processing, modeling and visualizing a huge amount of highly heterogeneous data, so a powerful application platform is needed to support them. In this paper, we propose an application platform for environmental big data analysis in smart cities, named SCAPE. Its design combines dataflow management and stream processing, big data platform and visualization engine. We evaluated the SCAPE platform by introducing a practical application about air pollution modeling. The case study of the practical application shows the SCAPE platform's capabilities to support environmental big data analysis applications.

Copyright

© 2017, the Authors. Published by Atlantis Press.

Open Access

This is an open access article distributed under the CC BY-NC license (http://creativecommons.org/licenses/by-nc/4.0/).

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TY  - CONF
AU  - Rundong Fan
AU  - Gang Wu
PY  - 2016/12
DA  - 2016/12
TI  - SCAPE: An Application Platform for Environmental Big Data Analysis in Smart Cities
BT  - Proceedings of 2016 International Conference on Modeling, Simulation and Optimization Technologies and Applications (MSOTA2016)
PB  - Atlantis Press
SP  - 452
EP  - 455
SN  - 2352-538X
UR  - https://doi.org/10.2991/msota-16.2016.101
DO  - 10.2991/msota-16.2016.101
ID  - Fan2016/12
ER  -