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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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Autores principales: Villalba, German, Plaza, Fernando, Zhong, Xiaoyang, Davis, Tyler W., Navarro, Miguel, Li, Yimei, Slater, Thomas A., Liang, Yao, Liang, Xu
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2017
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5375922/
https://www.ncbi.nlm.nih.gov/pubmed/28335534
http://dx.doi.org/10.3390/s17030636
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author Villalba, German
Plaza, Fernando
Zhong, Xiaoyang
Davis, Tyler W.
Navarro, Miguel
Li, Yimei
Slater, Thomas A.
Liang, Yao
Liang, Xu
author_facet Villalba, German
Plaza, Fernando
Zhong, Xiaoyang
Davis, Tyler W.
Navarro, Miguel
Li, Yimei
Slater, Thomas A.
Liang, Yao
Liang, Xu
author_sort Villalba, German
collection PubMed
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.
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spelling pubmed-53759222017-04-10 A Networked Sensor System for the Analysis of Plot-Scale Hydrology Villalba, German Plaza, Fernando Zhong, Xiaoyang Davis, Tyler W. Navarro, Miguel Li, Yimei Slater, Thomas A. Liang, Yao Liang, Xu Sensors (Basel) Article 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. MDPI 2017-03-20 /pmc/articles/PMC5375922/ /pubmed/28335534 http://dx.doi.org/10.3390/s17030636 Text en © 2017 by the authors. Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (http://creativecommons.org/licenses/by/4.0/).
spellingShingle Article
Villalba, German
Plaza, Fernando
Zhong, Xiaoyang
Davis, Tyler W.
Navarro, Miguel
Li, Yimei
Slater, Thomas A.
Liang, Yao
Liang, Xu
A Networked Sensor System for the Analysis of Plot-Scale Hydrology
title 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_short A Networked Sensor System for the Analysis of Plot-Scale Hydrology
title_sort networked sensor system for the analysis of plot-scale hydrology
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5375922/
https://www.ncbi.nlm.nih.gov/pubmed/28335534
http://dx.doi.org/10.3390/s17030636
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