A Networked Sensor System for the Analysis of Plot-Scale Hydrology

This study presents the latest updates to the Audubon Society of Western Pennsylvania (ASWP) testbed, a $50,000 USD, 104-node outdoor multi-hop wireless sensor network (WSN). The network collects environmental data from over 240 sensors, including the EC-5, MPS-1 and MPS-2 soil moisture and soil wat...

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Main Authors: German Villalba, Fernando Plaza, Xiaoyang Zhong, Tyler W. Davis, Miguel Navarro, Yimei Li, Thomas A. Slater, Yao Liang, Xu Liang
Format: Article
Language:English
Published: MDPI AG 2017-03-01
Series:Sensors
Subjects:
Online Access:http://www.mdpi.com/1424-8220/17/3/636
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spelling doaj-46d687c5c4844df9bf66156cbd8830742020-11-25T00:59:52ZengMDPI AGSensors1424-82202017-03-0117363610.3390/s17030636s17030636A Networked Sensor System for the Analysis of Plot-Scale HydrologyGerman Villalba0Fernando Plaza1Xiaoyang Zhong2Tyler W. Davis3Miguel Navarro4Yimei Li5Thomas A. Slater6Yao Liang7Xu Liang8Department of Civil and Environmental Engineering, University of Pittsburgh, 3700 O’Hara Street, 728 Benedum Engineering Hall, Pittsburgh, PA 15261, USADepartment of Civil and Environmental Engineering, University of Pittsburgh, 3700 O’Hara Street, 728 Benedum Engineering Hall, Pittsburgh, PA 15261, USADepartment of Computer and Information Science, Indiana University Purdue University, 723 West Michigan Street, SL 280, Indianapolis, IN 46202, USADepartment of Civil and Environmental Engineering, University of Pittsburgh, 3700 O’Hara Street, 728 Benedum Engineering Hall, Pittsburgh, PA 15261, USADepartment of Computer and Information Science, Indiana University Purdue University, 723 West Michigan Street, SL 280, Indianapolis, IN 46202, USADepartment of Computer and Information Science, Indiana University Purdue University, 723 West Michigan Street, SL 280, Indianapolis, IN 46202, USADepartment of Civil and Environmental Engineering, University of Pittsburgh, 3700 O’Hara Street, 728 Benedum Engineering Hall, Pittsburgh, PA 15261, USADepartment of Computer and Information Science, Indiana University Purdue University, 723 West Michigan Street, SL 280, Indianapolis, IN 46202, USADepartment of Civil and Environmental Engineering, University of Pittsburgh, 3700 O’Hara Street, 728 Benedum Engineering Hall, Pittsburgh, PA 15261, USAThis study presents the latest updates to the Audubon Society of Western Pennsylvania (ASWP) testbed, a $50,000 USD, 104-node outdoor multi-hop wireless sensor network (WSN). The network collects environmental data from over 240 sensors, including the EC-5, MPS-1 and MPS-2 soil moisture and soil water potential sensors and self-made sap flow sensors, across a heterogeneous deployment comprised of MICAz, IRIS and TelosB wireless motes. A low-cost sensor board and software driver was developed for communicating with the analog and digital sensors. Innovative techniques (e.g., balanced energy efficient routing and heterogeneous over-the-air mote reprogramming) maintained high success rates (>96%) and enabled effective software updating, throughout the large-scale heterogeneous WSN. The edaphic properties monitored by the network showed strong agreement with data logger measurements and were fitted to pedotransfer functions for estimating local soil hydraulic properties. Furthermore, sap flow measurements, scaled to tree stand transpiration, were found to be at or below potential evapotranspiration estimates. While outdoor WSNs still present numerous challenges, the ASWP testbed proves to be an effective and (relatively) low-cost environmental monitoring solution and represents a step towards developing a platform for monitoring and quantifying statistically relevant environmental parameters from large-scale network deployments.http://www.mdpi.com/1424-8220/17/3/636wireless sensor networkoutdoor deploymentenvironment sensorssoil moisturesoil water potentialsap flowMPS-2 sensorTelosB motesensor board
collection DOAJ
language English
format Article
sources DOAJ
author German Villalba
Fernando Plaza
Xiaoyang Zhong
Tyler W. Davis
Miguel Navarro
Yimei Li
Thomas A. Slater
Yao Liang
Xu Liang
spellingShingle German Villalba
Fernando Plaza
Xiaoyang Zhong
Tyler W. Davis
Miguel Navarro
Yimei Li
Thomas A. Slater
Yao Liang
Xu Liang
A Networked Sensor System for the Analysis of Plot-Scale Hydrology
Sensors
wireless sensor network
outdoor deployment
environment sensors
soil moisture
soil water potential
sap flow
MPS-2 sensor
TelosB mote
sensor board
author_facet German Villalba
Fernando Plaza
Xiaoyang Zhong
Tyler W. Davis
Miguel Navarro
Yimei Li
Thomas A. Slater
Yao Liang
Xu Liang
author_sort German Villalba
title A Networked Sensor System for the Analysis of Plot-Scale Hydrology
title_short A Networked Sensor System for the Analysis of Plot-Scale Hydrology
title_full A Networked Sensor System for the Analysis of Plot-Scale Hydrology
title_fullStr A Networked Sensor System for the Analysis of Plot-Scale Hydrology
title_full_unstemmed A Networked Sensor System for the Analysis of Plot-Scale Hydrology
title_sort networked sensor system for the analysis of plot-scale hydrology
publisher MDPI AG
series Sensors
issn 1424-8220
publishDate 2017-03-01
description This study presents the latest updates to the Audubon Society of Western Pennsylvania (ASWP) testbed, a $50,000 USD, 104-node outdoor multi-hop wireless sensor network (WSN). The network collects environmental data from over 240 sensors, including the EC-5, MPS-1 and MPS-2 soil moisture and soil water potential sensors and self-made sap flow sensors, across a heterogeneous deployment comprised of MICAz, IRIS and TelosB wireless motes. A low-cost sensor board and software driver was developed for communicating with the analog and digital sensors. Innovative techniques (e.g., balanced energy efficient routing and heterogeneous over-the-air mote reprogramming) maintained high success rates (>96%) and enabled effective software updating, throughout the large-scale heterogeneous WSN. The edaphic properties monitored by the network showed strong agreement with data logger measurements and were fitted to pedotransfer functions for estimating local soil hydraulic properties. Furthermore, sap flow measurements, scaled to tree stand transpiration, were found to be at or below potential evapotranspiration estimates. While outdoor WSNs still present numerous challenges, the ASWP testbed proves to be an effective and (relatively) low-cost environmental monitoring solution and represents a step towards developing a platform for monitoring and quantifying statistically relevant environmental parameters from large-scale network deployments.
topic wireless sensor network
outdoor deployment
environment sensors
soil moisture
soil water potential
sap flow
MPS-2 sensor
TelosB mote
sensor board
url http://www.mdpi.com/1424-8220/17/3/636
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