DocumentCode
3575170
Title
Real-Time Environmental Monitoring for Cloud-Based Hydrogeological Modeling with HydroGeoSphere
Author
Lapin, Andrei ; Schiller, Eryk ; Kropf, Peter ; Schilling, Oliver ; Brunner, Philip ; Kapic, Almerima Jamakovic ; Braun, Torsten ; Maffioletti, Sergio
Author_Institution
Comput. Sci. Dept. (IIUN), Univ. de Neuchatel, Neuchatel, Switzerland
fYear
2014
Firstpage
959
Lastpage
965
Abstract
This paper describes an architecture for real-time environmental modeling. It consists of a wireless mesh network equipped with sensors and a cloud-based infrastructure to perform real-time environmental simulations using a physics-based model combined with an Ensemble Kalman Filter. The purpose of the system is to optimize groundwater abstraction close to a river. These initial studies demonstrate that the cloud infrastructure can simultaneously compute a large number of simulations, thus allowing for the implementation of Ensemble Kalman Filters in real-time.
Keywords
Kalman filters; cloud computing; environmental monitoring (geophysics); geophysics computing; groundwater; real-time systems; wireless mesh networks; wireless sensor networks; HydroGeoSphere; cloud-based hydrogeological modeling; cloud-based infrastructure; ensemble Kalman filter; groundwater abstraction optimization; physics-based model; real-time environmental modeling architecture; real-time environmental monitoring; real-time environmental simulations; river; sensors; wireless mesh network; Computational modeling; Computer architecture; Data models; Predictive models; Real-time systems; Sensors; Wireless sensor networks; cloud computing; distributed systems; environmental simulations; hydrogeosphere; mesh networking;
fLanguage
English
Publisher
ieee
Conference_Titel
High Performance Computing and Communications, 2014 IEEE 6th Intl Symp on Cyberspace Safety and Security, 2014 IEEE 11th Intl Conf on Embedded Software and Syst (HPCC,CSS,ICESS), 2014 IEEE Intl Conf on
Print_ISBN
978-1-4799-6122-1
Type
conf
DOI
10.1109/HPCC.2014.154
Filename
7056861
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