A data management and publication workflow for a large-scale, heterogeneous sensor network
Identifieur interne : 000179 ( Pmc/Curation ); précédent : 000178; suivant : 000180A data management and publication workflow for a large-scale, heterogeneous sensor network
Auteurs : Amber Spackman Jones [États-Unis] ; Jeffery S. Horsburgh [États-Unis] ; Stephanie L. Reeder [États-Unis] ; Maurier Ramírez [États-Unis] ; Juan Caraballo [États-Unis]Source :
- Environmental Monitoring and Assessment [ 0167-6369 ] ; 2015.
Abstract
It is common for hydrology researchers to collect data using in situ sensors at high frequencies, for extended durations, and with spatial distributions that produce data volumes requiring infrastructure for data storage, management, and sharing. The availability and utility of these data in addressing scientific questions related to water availability, water quality, and natural disasters relies on effective cyberinfrastructure that facilitates transformation of raw sensor data into usable data products. It also depends on the ability of researchers to share and access the data in useable formats. In this paper, we describe a data management and publication workflow and software tools for research groups and sites conducting long-term monitoring using in situ sensors. Functionality includes the ability to track monitoring equipment inventory and events related to field maintenance. Linking this information to the observational data is imperative in ensuring the quality of sensor-based data products. We present these tools in the context of a case study for the innovative Urban Transitions and Aridregion Hydrosustainability (iUTAH) sensor network. The iUTAH monitoring network includes sensors at aquatic and terrestrial sites for continuous monitoring of common meteorological variables, snow accumulation and melt, soil moisture, surface water flow, and surface water quality. We present the overall workflow we have developed for effectively transferring data from field monitoring sites to ultimate end-users and describe the software tools we have deployed for storing, managing, and sharing the sensor data. These tools are all open source and available for others to use.
Url:
DOI: 10.1007/s10661-015-4594-3
PubMed: 25968554
PubMed Central: 4429147
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<front><div type="abstract" xml:lang="en"><p>It is common for hydrology researchers to collect data using in situ sensors at high frequencies, for extended durations, and with spatial distributions that produce data volumes requiring infrastructure for data storage, management, and sharing. The availability and utility of these data in addressing scientific questions related to water availability, water quality, and natural disasters relies on effective cyberinfrastructure that facilitates transformation of raw sensor data into usable data products. It also depends on the ability of researchers to share and access the data in useable formats. In this paper, we describe a data management and publication workflow and software tools for research groups and sites conducting long-term monitoring using in situ sensors. Functionality includes the ability to track monitoring equipment inventory and events related to field maintenance. Linking this information to the observational data is imperative in ensuring the quality of sensor-based data products. We present these tools in the context of a case study for the innovative Urban Transitions and Aridregion Hydrosustainability (iUTAH) sensor network. The iUTAH monitoring network includes sensors at aquatic and terrestrial sites for continuous monitoring of common meteorological variables, snow accumulation and melt, soil moisture, surface water flow, and surface water quality. We present the overall workflow we have developed for effectively transferring data from field monitoring sites to ultimate end-users and describe the software tools we have deployed for storing, managing, and sharing the sensor data. These tools are all open source and available for others to use.</p>
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<back><div1 type="bibliography"><listBibl><biblStruct></biblStruct>
<biblStruct><analytic><author><name sortKey="Ames, Dp" uniqKey="Ames D">DP Ames</name>
</author>
<author><name sortKey="Horsburgh, Js" uniqKey="Horsburgh J">JS Horsburgh</name>
</author>
<author><name sortKey="Cao, Y" uniqKey="Cao Y">Y Cao</name>
</author>
<author><name sortKey="Kadlec, J" uniqKey="Kadlec J">J Kadlec</name>
</author>
<author><name sortKey="Whiteaker, T" uniqKey="Whiteaker T">T Whiteaker</name>
</author>
<author><name sortKey="Valentine, D" uniqKey="Valentine D">D Valentine</name>
</author>
</analytic>
</biblStruct>
<biblStruct></biblStruct>
<biblStruct><analytic><author><name sortKey="Campbell, Jl" uniqKey="Campbell J">JL Campbell</name>
</author>
<author><name sortKey="Rustad, Le" uniqKey="Rustad L">LE Rustad</name>
</author>
<author><name sortKey="Porter, Jh" uniqKey="Porter J">JH Porter</name>
</author>
<author><name sortKey="Taylor, Jr" uniqKey="Taylor J">JR Taylor</name>
</author>
<author><name sortKey="Dereszynski, Ew" uniqKey="Dereszynski E">EW Dereszynski</name>
</author>
<author><name sortKey="Shanley, Jb" uniqKey="Shanley J">JB Shanley</name>
</author>
<author><name sortKey="Gries, C" uniqKey="Gries C">C Gries</name>
</author>
<author><name sortKey="Henshaw, Dl" uniqKey="Henshaw D">DL Henshaw</name>
</author>
<author><name sortKey="Martin, Me" uniqKey="Martin M">ME Martin</name>
</author>
<author><name sortKey="Sheldon, Wm" uniqKey="Sheldon W">WM Sheldon</name>
</author>
<author><name sortKey="Boose, Er" uniqKey="Boose E">ER Boose</name>
</author>
</analytic>
</biblStruct>
<biblStruct></biblStruct>
<biblStruct><analytic><author><name sortKey="Collins, Sl" uniqKey="Collins S">SL Collins</name>
</author>
<author><name sortKey="Bettencourt, Lma" uniqKey="Bettencourt L">LMA Bettencourt</name>
</author>
<author><name sortKey="Hagberg, A" uniqKey="Hagberg A">A Hagberg</name>
</author>
<author><name sortKey="Brown, Rf" uniqKey="Brown R">RF Brown</name>
</author>
<author><name sortKey="Moore, Di" uniqKey="Moore D">DI Moore</name>
</author>
<author><name sortKey="Bonito, G" uniqKey="Bonito G">G Bonito</name>
</author>
<author><name sortKey="Delin, Ka" uniqKey="Delin K">KA Delin</name>
</author>
<author><name sortKey="Jackson, Sp" uniqKey="Jackson S">SP Jackson</name>
</author>
<author><name sortKey="Johnson, Dw" uniqKey="Johnson D">DW Johnson</name>
</author>
<author><name sortKey="Burleigh, Sc" uniqKey="Burleigh S">SC Burleigh</name>
</author>
<author><name sortKey="Woodrow, Rr" uniqKey="Woodrow R">RR Woodrow</name>
</author>
<author><name sortKey="Mcauley, Jm" uniqKey="Mcauley J">JM McAuley</name>
</author>
</analytic>
</biblStruct>
<biblStruct><analytic><author><name sortKey="Conner, Lg" uniqKey="Conner L">LG Conner</name>
</author>
<author><name sortKey="Ames, Dp" uniqKey="Ames D">DP Ames</name>
</author>
<author><name sortKey="Gill, Ra" uniqKey="Gill R">RA Gill</name>
</author>
</analytic>
</biblStruct>
<biblStruct><analytic><author><name sortKey="Demir, I" uniqKey="Demir I">I Demir</name>
</author>
<author><name sortKey="Krajewski, Wf" uniqKey="Krajewski W">WF Krajewski</name>
</author>
</analytic>
</biblStruct>
<biblStruct></biblStruct>
<biblStruct></biblStruct>
<biblStruct><analytic><author><name sortKey="Foken, T" uniqKey="Foken T">T Foken</name>
</author>
<author><name sortKey="Gockede, M" uniqKey="Gockede M">M Göckede</name>
</author>
<author><name sortKey="Mouder, M" uniqKey="Mouder M">M Mouder</name>
</author>
<author><name sortKey="Mahrt, L" uniqKey="Mahrt L">L Mahrt</name>
</author>
<author><name sortKey="Amiro, B" uniqKey="Amiro B">B Amiro</name>
</author>
<author><name sortKey="Munger, W" uniqKey="Munger W">W Munger</name>
</author>
</analytic>
</biblStruct>
<biblStruct><analytic><author><name sortKey="Hart, Jk" uniqKey="Hart J">JK Hart</name>
</author>
<author><name sortKey="Martinez, K" uniqKey="Martinez K">K Martinez</name>
</author>
</analytic>
</biblStruct>
<biblStruct><analytic><author><name sortKey="Horsburgh, Js" uniqKey="Horsburgh J">JS Horsburgh</name>
</author>
<author><name sortKey="Tarboton, Dg" uniqKey="Tarboton D">DG Tarboton</name>
</author>
<author><name sortKey="Maidment, D" uniqKey="Maidment D">D Maidment</name>
</author>
<author><name sortKey="Zaslavsky, I" uniqKey="Zaslavsky I">I Zaslavsky</name>
</author>
</analytic>
</biblStruct>
<biblStruct><analytic><author><name sortKey="Horsburgh, Js" uniqKey="Horsburgh J">JS Horsburgh</name>
</author>
<author><name sortKey="Tarboton, Dg" uniqKey="Tarboton D">DG Tarboton</name>
</author>
<author><name sortKey="Piasecki, M" uniqKey="Piasecki M">M Piasecki</name>
</author>
<author><name sortKey="Maidment, Dr" uniqKey="Maidment D">DR Maidment</name>
</author>
<author><name sortKey="Zaslavsky, I" uniqKey="Zaslavsky I">I Zaslavsky</name>
</author>
<author><name sortKey="Valentine, D" uniqKey="Valentine D">D Valentine</name>
</author>
<author><name sortKey="Whitenack, T" uniqKey="Whitenack T">T Whitenack</name>
</author>
</analytic>
</biblStruct>
<biblStruct></biblStruct>
<biblStruct><analytic><author><name sortKey="Horsburgh, Js" uniqKey="Horsburgh J">JS Horsburgh</name>
</author>
<author><name sortKey="Tarboton, Dg" uniqKey="Tarboton D">DG Tarboton</name>
</author>
<author><name sortKey="Maidment, Dr" uniqKey="Maidment D">DR Maidment</name>
</author>
<author><name sortKey="Zaslavsky, I" uniqKey="Zaslavsky I">I Zaslavsky</name>
</author>
</analytic>
</biblStruct>
<biblStruct><analytic><author><name sortKey="Horsburgh, Js" uniqKey="Horsburgh J">JS Horsburgh</name>
</author>
<author><name sortKey="Tarboton, Dg" uniqKey="Tarboton D">DG Tarboton</name>
</author>
<author><name sortKey="Hooper, Rp" uniqKey="Hooper R">RP Hooper</name>
</author>
<author><name sortKey="Zaslavsky, I" uniqKey="Zaslavsky I">I Zaslavsky</name>
</author>
</analytic>
</biblStruct>
<biblStruct><analytic><author><name sortKey="Horsburgh, Js" uniqKey="Horsburgh J">JS Horsburgh</name>
</author>
<author><name sortKey="Reeder, Sl" uniqKey="Reeder S">SL Reeder</name>
</author>
<author><name sortKey="Jones, As" uniqKey="Jones A">AS Jones</name>
</author>
<author><name sortKey="Meline, J" uniqKey="Meline J">J Meline</name>
</author>
</analytic>
</biblStruct>
<biblStruct></biblStruct>
<biblStruct><analytic><author><name sortKey="Martinez, K" uniqKey="Martinez K">K Martinez</name>
</author>
<author><name sortKey="Hart, Jk" uniqKey="Hart J">JK Hart</name>
</author>
<author><name sortKey="Ong, R" uniqKey="Ong R">R Ong</name>
</author>
</analytic>
</biblStruct>
<biblStruct><analytic><author><name sortKey="Mason, Sjk" uniqKey="Mason S">SJK Mason</name>
</author>
<author><name sortKey="Cleveland, Sb" uniqKey="Cleveland S">SB Cleveland</name>
</author>
<author><name sortKey="Llovet, P" uniqKey="Llovet P">P Llovet</name>
</author>
<author><name sortKey="Izurieta, C" uniqKey="Izurieta C">C Izurieta</name>
</author>
<author><name sortKey="Poole, Gc" uniqKey="Poole G">GC Poole</name>
</author>
</analytic>
</biblStruct>
<biblStruct><analytic><author><name sortKey="Muste, M" uniqKey="Muste M">M Muste</name>
</author>
<author><name sortKey="Kim, D" uniqKey="Kim D">D Kim</name>
</author>
<author><name sortKey="Arnold, N" uniqKey="Arnold N">N Arnold</name>
</author>
<author><name sortKey="Whiteaker, T" uniqKey="Whiteaker T">T Whiteaker</name>
</author>
<author><name sortKey="Just, C" uniqKey="Just C">C Just</name>
</author>
<author><name sortKey="Kruger, A" uniqKey="Kruger A">A Kruger</name>
</author>
</analytic>
</biblStruct>
<biblStruct><analytic><author><name sortKey="Muste, Mv" uniqKey="Muste M">MV Muste</name>
</author>
<author><name sortKey="Bennerr, Da" uniqKey="Bennerr D">DA Bennerr</name>
</author>
<author><name sortKey="Secchi, S" uniqKey="Secchi S">S Secchi</name>
</author>
<author><name sortKey="Schnoor, Jl" uniqKey="Schnoor J">JL Schnoor</name>
</author>
<author><name sortKey="Kusiak, Ak" uniqKey="Kusiak A">AK Kusiak</name>
</author>
<author><name sortKey="Arnold, Nj" uniqKey="Arnold N">NJ Arnold</name>
</author>
<author><name sortKey="Mishra, Sk" uniqKey="Mishra S">SK Mishra</name>
</author>
<author><name sortKey="Ding, D" uniqKey="Ding D">D Ding</name>
</author>
<author><name sortKey="Rapolu, U" uniqKey="Rapolu U">U Rapolu</name>
</author>
</analytic>
</biblStruct>
<biblStruct></biblStruct>
<biblStruct><analytic><author><name sortKey="Porter, Jh" uniqKey="Porter J">JH Porter</name>
</author>
<author><name sortKey="Hanson, Pc" uniqKey="Hanson P">PC Hanson</name>
</author>
<author><name sortKey="Lin, Cc" uniqKey="Lin C">CC Lin</name>
</author>
</analytic>
</biblStruct>
<biblStruct><analytic><author><name sortKey="Ruddell, Bl" uniqKey="Ruddell B">BL Ruddell</name>
</author>
<author><name sortKey="Zaslavsky, I" uniqKey="Zaslavsky I">I Zaslavsky</name>
</author>
<author><name sortKey="Valentine, D" uniqKey="Valentine D">D Valentine</name>
</author>
<author><name sortKey="Beran, B" uniqKey="Beran B">B Beran</name>
</author>
<author><name sortKey="Piasecki, M" uniqKey="Piasecki M">M Piasecki</name>
</author>
<author><name sortKey="Fu, Q" uniqKey="Fu Q">Q Fu</name>
</author>
<author><name sortKey="Kumar, P" uniqKey="Kumar P">P Kumar</name>
</author>
</analytic>
</biblStruct>
<biblStruct><analytic><author><name sortKey="Ruegg, J" uniqKey="Ruegg J">J Rüegg</name>
</author>
<author><name sortKey="Gries, C" uniqKey="Gries C">C Gries</name>
</author>
<author><name sortKey="Bond Lamberty, B" uniqKey="Bond Lamberty B">B Bond-Lamberty</name>
</author>
<author><name sortKey="Bowen, Gj" uniqKey="Bowen G">GJ Bowen</name>
</author>
<author><name sortKey="Felzer, Bs" uniqKey="Felzer B">BS Felzer</name>
</author>
<author><name sortKey="Mcintyre, Ne" uniqKey="Mcintyre N">NE McIntyre</name>
</author>
<author><name sortKey="Soranno, Pa" uniqKey="Soranno P">PA Soranno</name>
</author>
<author><name sortKey="Vanderbilt, Kl" uniqKey="Vanderbilt K">KL Vanderbilt</name>
</author>
<author><name sortKey="Weathers, Kc" uniqKey="Weathers K">KC Weathers</name>
</author>
</analytic>
</biblStruct>
<biblStruct><analytic><author><name sortKey="Rundel, Pw" uniqKey="Rundel P">PW Rundel</name>
</author>
<author><name sortKey="Graham, Ea" uniqKey="Graham E">EA Graham</name>
</author>
<author><name sortKey="Allen, Mf" uniqKey="Allen M">MF Allen</name>
</author>
<author><name sortKey="Fisher, Jc" uniqKey="Fisher J">JC Fisher</name>
</author>
<author><name sortKey="Harmon, Tc" uniqKey="Harmon T">TC Harmon</name>
</author>
</analytic>
</biblStruct>
<biblStruct><analytic><author><name sortKey="Steiner, M" uniqKey="Steiner M">M Steiner</name>
</author>
<author><name sortKey="Smith, Ja" uniqKey="Smith J">JA Smith</name>
</author>
<author><name sortKey="Burges, Sj" uniqKey="Burges S">SJ Burges</name>
</author>
<author><name sortKey="Alonso, Cv" uniqKey="Alonso C">CV Alonso</name>
</author>
<author><name sortKey="Darden, Rw" uniqKey="Darden R">RW Darden</name>
</author>
</analytic>
</biblStruct>
<biblStruct><analytic><author><name sortKey="Versteeg, Rj" uniqKey="Versteeg R">RJ Versteeg</name>
</author>
<author><name sortKey="Richardson, An" uniqKey="Richardson A">AN Richardson</name>
</author>
<author><name sortKey="Rowe, T" uniqKey="Rowe T">T Rowe</name>
</author>
</analytic>
</biblStruct>
<biblStruct><analytic><author><name sortKey="Vivoni, Er" uniqKey="Vivoni E">ER Vivoni</name>
</author>
<author><name sortKey="Camilli, R" uniqKey="Camilli R">R Camilli</name>
</author>
</analytic>
</biblStruct>
<biblStruct><analytic><author><name sortKey="Weng, Yh" uniqKey="Weng Y">YH Weng</name>
</author>
<author><name sortKey="Sun, Fs" uniqKey="Sun F">FS Sun</name>
</author>
<author><name sortKey="Grigsby, Jd" uniqKey="Grigsby J">JD Grigsby</name>
</author>
</analytic>
</biblStruct>
<biblStruct><analytic><author><name sortKey="White, Dl" uniqKey="White D">DL White</name>
</author>
<author><name sortKey="Wolf, D" uniqKey="Wolf D">D Wolf</name>
</author>
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<author><name sortKey="Baldridge, E" uniqKey="Baldridge E">E Baldridge</name>
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<author><name sortKey="Brym, Zt" uniqKey="Brym Z">ZT Brym</name>
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<author><name sortKey="Locey, Kj" uniqKey="Locey K">KJ Locey</name>
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</author>
<author><name sortKey="Supp, Sr" uniqKey="Supp S">SR Supp</name>
</author>
</analytic>
</biblStruct>
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<pmc article-type="research-article"><pmc-dir>properties open_access</pmc-dir>
<front><journal-meta><journal-id journal-id-type="nlm-ta">Environ Monit Assess</journal-id>
<journal-id journal-id-type="iso-abbrev">Environ Monit Assess</journal-id>
<journal-title-group><journal-title>Environmental Monitoring and Assessment</journal-title>
</journal-title-group>
<issn pub-type="ppub">0167-6369</issn>
<issn pub-type="epub">1573-2959</issn>
<publisher><publisher-name>Springer International Publishing</publisher-name>
<publisher-loc>Cham</publisher-loc>
</publisher>
</journal-meta>
<article-meta><article-id pub-id-type="pmid">25968554</article-id>
<article-id pub-id-type="pmc">4429147</article-id>
<article-id pub-id-type="publisher-id">4594</article-id>
<article-id pub-id-type="doi">10.1007/s10661-015-4594-3</article-id>
<article-categories><subj-group subj-group-type="heading"><subject>Article</subject>
</subj-group>
</article-categories>
<title-group><article-title>A data management and publication workflow for a large-scale, heterogeneous sensor network</article-title>
</title-group>
<contrib-group><contrib contrib-type="author" corresp="yes"><name><surname>Jones</surname>
<given-names>Amber Spackman</given-names>
</name>
<address><phone>+1-435-797-7147</phone>
<email>amber.jones@usu.edu</email>
</address>
<xref ref-type="aff" rid="Aff1"></xref>
</contrib>
<contrib contrib-type="author"><name><surname>Horsburgh</surname>
<given-names>Jeffery S.</given-names>
</name>
<xref ref-type="aff" rid="Aff2"></xref>
</contrib>
<contrib contrib-type="author"><name><surname>Reeder</surname>
<given-names>Stephanie L.</given-names>
</name>
<xref ref-type="aff" rid="Aff1"></xref>
</contrib>
<contrib contrib-type="author"><name><surname>Ramírez</surname>
<given-names>Maurier</given-names>
</name>
<xref ref-type="aff" rid="Aff1"></xref>
</contrib>
<contrib contrib-type="author"><name><surname>Caraballo</surname>
<given-names>Juan</given-names>
</name>
<xref ref-type="aff" rid="Aff1"></xref>
</contrib>
<aff id="Aff1"><label></label>
Utah Water Research Laboratory, Utah State University, 8200 Old Main Hill, Logan, UT 84322-8200 USA</aff>
<aff id="Aff2"><label></label>
Department of Civil and Environmental Engineering and Utah Water Research Laboratory, Utah State University, 8200 Old Main Hill, Logan, UT 84322-8200 USA</aff>
</contrib-group>
<pub-date pub-type="epub"><day>13</day>
<month>5</month>
<year>2015</year>
</pub-date>
<pub-date pub-type="pmc-release"><day>13</day>
<month>5</month>
<year>2015</year>
</pub-date>
<pub-date pub-type="ppub"><year>2015</year>
</pub-date>
<volume>187</volume>
<issue>6</issue>
<elocation-id>348</elocation-id>
<history><date date-type="received"><day>21</day>
<month>1</month>
<year>2015</year>
</date>
<date date-type="accepted"><day>5</day>
<month>5</month>
<year>2015</year>
</date>
</history>
<permissions><copyright-statement>© The Author(s) 2015</copyright-statement>
<license license-type="OpenAccess"><license-p><bold>Open Access</bold>
This article is distributed under the terms of the Creative Commons Attribution 4.0 International License (http://creativecommons.org/licenses/by/4.0/), which permits unrestricted use, distribution, and reproduction in any medium, provided you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons license, and indicate if changes were made.</license-p>
</license>
</permissions>
<abstract id="Abs1"><p>It is common for hydrology researchers to collect data using in situ sensors at high frequencies, for extended durations, and with spatial distributions that produce data volumes requiring infrastructure for data storage, management, and sharing. The availability and utility of these data in addressing scientific questions related to water availability, water quality, and natural disasters relies on effective cyberinfrastructure that facilitates transformation of raw sensor data into usable data products. It also depends on the ability of researchers to share and access the data in useable formats. In this paper, we describe a data management and publication workflow and software tools for research groups and sites conducting long-term monitoring using in situ sensors. Functionality includes the ability to track monitoring equipment inventory and events related to field maintenance. Linking this information to the observational data is imperative in ensuring the quality of sensor-based data products. We present these tools in the context of a case study for the innovative Urban Transitions and Aridregion Hydrosustainability (iUTAH) sensor network. The iUTAH monitoring network includes sensors at aquatic and terrestrial sites for continuous monitoring of common meteorological variables, snow accumulation and melt, soil moisture, surface water flow, and surface water quality. We present the overall workflow we have developed for effectively transferring data from field monitoring sites to ultimate end-users and describe the software tools we have deployed for storing, managing, and sharing the sensor data. These tools are all open source and available for others to use.</p>
</abstract>
<kwd-group xml:lang="en"><title>Keywords</title>
<kwd>Cyberinfrastructure</kwd>
<kwd>Sensor</kwd>
<kwd>Quality control</kwd>
<kwd>Data management</kwd>
<kwd>Hydrology</kwd>
<kwd>Data models</kwd>
<kwd>Observatory</kwd>
</kwd-group>
<custom-meta-group><custom-meta><meta-name>issue-copyright-statement</meta-name>
<meta-value>© Springer International Publishing Switzerland 2015</meta-value>
</custom-meta>
</custom-meta-group>
</article-meta>
</front>
</pmc>
</record>
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