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
Link To Document :
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