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Real-Time Environmental Monitoring for Cloud-Based Hydrogeological Modeling with HydroGeoSphere


Lapin, Andrei; Schiller, Eryk Jerzy; Kropf, Peter; Schilling, Oliver; Brunner, Philip; Kapic, Almerima Jamakovic; Braun, Torsten; Maffioletti, Sergio (2014). Real-Time Environmental Monitoring for Cloud-Based Hydrogeological Modeling with HydroGeoSphere. In: 2014 IEEE International Conference on High Performance Computing and Communications (HPCC), 2014 IEEE 6th International Symposium on Cyberspace Safety and Security (CSS) and 2014 IEEE 11th International Conference on Embedded Software and Systems (ICESS), Paris, 20 September 2014 - 22 September 2014, 959-965.

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.

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.

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Additional indexing

Item Type:Conference or Workshop Item (Paper), refereed, original work
Communities & Collections:03 Faculty of Economics > Department of Informatics
Dewey Decimal Classification:000 Computer science, knowledge & systems
Language:English
Event End Date:22 September 2014
Deposited On:20 Sep 2019 12:45
Last Modified:31 Dec 2019 08:20
Publisher:IEEE
ISBN:978-1-4799-6123-8
OA Status:Green
Publisher DOI:https://doi.org/10.1109/HPCC.2014.154
Other Identification Number:merlin-id:18091

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