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Design Example: Analyzing Capacity Contours for Flood Risk Assessment01:17

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Continuous Hydrologic and Water Quality Monitoring of Vernal Ponds
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A Networked Sensor System for the Analysis of Plot-Scale Hydrology.

German Villalba1, Fernando Plaza2, Xiaoyang Zhong3

  • 1Department of Civil and Environmental Engineering, University of Pittsburgh, 3700 O'Hara Street, 728 Benedum Engineering Hall, Pittsburgh, PA 15261, USA. gev5@pitt.edu.

Sensors (Basel, Switzerland)
|March 25, 2017
PubMed
Summary
This summary is machine-generated.

The Audubon Society of Western Pennsylvania (ASWP) testbed, a wireless sensor network (WSN), effectively monitors soil and sap flow. This low-cost environmental monitoring solution achieves high success rates for data collection and software updates.

Keywords:
MPS-2 sensorTelosB moteenvironment sensorsoutdoor deploymentsap flowsensor boardsoil moisturesoil water potentialwireless sensor network

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Area of Science:

  • Environmental Science
  • Sensor Networks
  • Ecology

Background:

  • Large-scale environmental monitoring requires robust and cost-effective solutions.
  • Wireless Sensor Networks (WSNs) offer potential for distributed environmental data collection.
  • Heterogeneous WSNs present unique challenges in deployment and maintenance.

Purpose of the Study:

  • To present updates and evaluate the performance of the Audubon Society of Western Pennsylvania (ASWP) testbed.
  • To demonstrate the effectiveness of innovative techniques for managing a large-scale, heterogeneous WSN.
  • To assess the accuracy of environmental data collected by the WSN and its application in ecological studies.

Main Methods:

  • Deployment of a 104-node outdoor WSN with over 240 diverse sensors (soil moisture, soil water potential, sap flow).
  • Development of a low-cost sensor board and software driver for analog and digital sensor communication.
  • Implementation of balanced energy-efficient routing and heterogeneous over-the-air mote reprogramming techniques.

Main Results:

  • Achieved high network success rates (>96%) for data collection and software updates in a heterogeneous WSN.
  • Monitored edaphic properties showed strong agreement with data logger measurements.
  • Sap flow measurements indicated tree stand transpiration at or below potential evapotranspiration estimates.

Conclusions:

  • The ASWP testbed is a proven, relatively low-cost solution for environmental monitoring.
  • The study highlights the feasibility of large-scale, heterogeneous WSNs for environmental parameter quantification.
  • This work advances the development of platforms for statistically relevant environmental monitoring.