Dynamic phosphorus expert system with QoS support algorithms
Date Issued
2009-11-24
Author(s)
Shuminoski, Tomislav
Naumoski, Zdravko
Abstract
In this paper we present conceptual model for
ecological management system with data acquisition module,
combine with telecommunication-routing algorithms for data
processing which help to deliver the data to processing station;
fast and accurate. Then as a part of this system, the data will be
used to build mathematical model for the total phosphorus
concentration for short-term period. The total phosphorus (TP)
component plays an important role in the functioning of aquatic
ecosystem, affecting the whole food web chain that this element is
participating. This is why; the protection of the lake must be
direction in controlling this kind of ecological hazards. In our case
study of the Lake Prespa we used data collected for 16 months
period using old style-techniques, we build mathematical model of
the total phosphorus component. Presented conceptual system
starts with data acquisition with wireless sensors networks using
advanced routing algorithms with high-level of QoS provisioning.
Later the data is inputted into the model to give reliable
information about the ecological status of the lake ecosystem for
short period. After the processing the results are available to the
decision-maker and environmental management engineers. In
future we plan to develop more precision ecological models and
telecommunication modules and combine with GIS techniques for
better spatial view of the ecosystem.
ecological management system with data acquisition module,
combine with telecommunication-routing algorithms for data
processing which help to deliver the data to processing station;
fast and accurate. Then as a part of this system, the data will be
used to build mathematical model for the total phosphorus
concentration for short-term period. The total phosphorus (TP)
component plays an important role in the functioning of aquatic
ecosystem, affecting the whole food web chain that this element is
participating. This is why; the protection of the lake must be
direction in controlling this kind of ecological hazards. In our case
study of the Lake Prespa we used data collected for 16 months
period using old style-techniques, we build mathematical model of
the total phosphorus component. Presented conceptual system
starts with data acquisition with wireless sensors networks using
advanced routing algorithms with high-level of QoS provisioning.
Later the data is inputted into the model to give reliable
information about the ecological status of the lake ecosystem for
short period. After the processing the results are available to the
decision-maker and environmental management engineers. In
future we plan to develop more precision ecological models and
telecommunication modules and combine with GIS techniques for
better spatial view of the ecosystem.
Subjects
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