Wireless in-situ Sensor Network for Agriculture and Water Monitoring on a River Basin Scale in Southern Finland: Evaluation from a Data User’s Perspective
Identifieur interne : 000B73 ( Main/Exploration ); précédent : 000B72; suivant : 000B74Wireless in-situ Sensor Network for Agriculture and Water Monitoring on a River Basin Scale in Southern Finland: Evaluation from a Data User’s Perspective
Auteurs : Niina Kotam Ki ; Sirpa Thessler ; Jari Koskiaho ; Asko O. Hannukkala ; Hanna Huitu ; Timo Huttula ; Jukka Havento ; Markku J RvenpSource :
- Sensors (Basel, Switzerland) [ 1424-8220 ] ; 2009.
Abstract
Sensor networks are increasingly being implemented for environmental monitoring and agriculture to provide spatially accurate and continuous environmental information and (near) real-time applications. These networks provide a large amount of data which poses challenges for ensuring data quality and extracting relevant information. In the present paper we describe a river basin scale wireless sensor network for agriculture and water monitoring. The network, called SoilWeather, is unique and the first of this type in Finland. The performance of the network is assessed from the user and maintainer perspectives, concentrating on data quality, network maintenance and applications. The results showed that the SoilWeather network has been functioning in a relatively reliable way, but also that the maintenance and data quality assurance by automatic algorithms and calibration samples requires a lot of effort, especially in continuous water monitoring over large areas. We see great benefits on sensor networks enabling continuous, real-time monitoring, while data quality control and maintenance efforts highlight the need for tight collaboration between sensor and sensor network owners to decrease costs and increase the quality of the sensor data in large scale applications.
Url:
DOI: 10.3390/s90402862
PubMed: 22574050
PubMed Central: 3348794
Affiliations:
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<record><TEI><teiHeader><fileDesc><titleStmt><title xml:lang="en">Wireless <italic>in-situ</italic> Sensor Network for Agriculture and Water Monitoring on a River Basin Scale in Southern Finland: Evaluation from a Data User’s Perspective</title><author><name sortKey="Kotam Ki, Niina" sort="Kotam Ki, Niina" uniqKey="Kotam Ki N" first="Niina" last="Kotam Ki">Niina Kotam Ki</name><affiliation><nlm:aff id="af1-sensors-09-02862"> Finnish Environment Institute, Jyväskylä Office / PO Box 35, FIN-40014 University of Jyväskylä / Finland; E-Mail:<email>timo.huttula@environment.fi</email></nlm:aff></affiliation></author><author><name sortKey="Thessler, Sirpa" sort="Thessler, Sirpa" uniqKey="Thessler S" first="Sirpa" last="Thessler">Sirpa Thessler</name><affiliation><nlm:aff id="af2-sensors-09-02862"> MTT Agrifood Research Finland / Luutnantintie 13, 00410 Helsinki, Finland; E-Mails:<email>sirpa.thessler@mtt.fi</email>;<email>hanna.huitu@mtt.fi</email>;<email>jukka.havento@mtt.fi</email>;<email>markku.jarvenpaa@mtt.fi</email></nlm:aff></affiliation></author><author><name sortKey="Koskiaho, Jari" sort="Koskiaho, Jari" uniqKey="Koskiaho J" first="Jari" last="Koskiaho">Jari Koskiaho</name><affiliation><nlm:aff id="af3-sensors-09-02862"> Finnish Environment Institute / PO Box 140, FIN-00251 Helsinki, Finland; E-Mail:<email>jari.koskiaho@environment.fi</email>;</nlm:aff></affiliation></author><author><name sortKey="Hannukkala, Asko O" sort="Hannukkala, Asko O" uniqKey="Hannukkala A" first="Asko O." last="Hannukkala">Asko O. Hannukkala</name><affiliation><nlm:aff id="af4-sensors-09-02862"> MTT Agrifood Research Finland, Plant Protection, R-building, 31600 Jokioinen, Finland; E-Mail:<email>asko.hannukkala@mtt.fi</email>;</nlm:aff></affiliation></author><author><name sortKey="Huitu, Hanna" sort="Huitu, Hanna" uniqKey="Huitu H" first="Hanna" last="Huitu">Hanna Huitu</name><affiliation><nlm:aff id="af2-sensors-09-02862"> MTT Agrifood Research Finland / Luutnantintie 13, 00410 Helsinki, Finland; E-Mails:<email>sirpa.thessler@mtt.fi</email>;<email>hanna.huitu@mtt.fi</email>;<email>jukka.havento@mtt.fi</email>;<email>markku.jarvenpaa@mtt.fi</email></nlm:aff></affiliation></author><author><name sortKey="Huttula, Timo" sort="Huttula, Timo" uniqKey="Huttula T" first="Timo" last="Huttula">Timo Huttula</name><affiliation><nlm:aff id="af1-sensors-09-02862"> Finnish Environment Institute, Jyväskylä Office / PO Box 35, FIN-40014 University of Jyväskylä / Finland; E-Mail:<email>timo.huttula@environment.fi</email></nlm:aff></affiliation></author><author><name sortKey="Havento, Jukka" sort="Havento, Jukka" uniqKey="Havento J" first="Jukka" last="Havento">Jukka Havento</name><affiliation><nlm:aff id="af2-sensors-09-02862"> MTT Agrifood Research Finland / Luutnantintie 13, 00410 Helsinki, Finland; E-Mails:<email>sirpa.thessler@mtt.fi</email>;<email>hanna.huitu@mtt.fi</email>;<email>jukka.havento@mtt.fi</email>;<email>markku.jarvenpaa@mtt.fi</email></nlm:aff></affiliation></author><author><name sortKey="J Rvenp, Markku" sort="J Rvenp, Markku" uniqKey="J Rvenp M" first="Markku" last="J Rvenp">Markku J Rvenp</name><affiliation><nlm:aff id="af2-sensors-09-02862"> MTT Agrifood Research Finland / Luutnantintie 13, 00410 Helsinki, Finland; E-Mails:<email>sirpa.thessler@mtt.fi</email>;<email>hanna.huitu@mtt.fi</email>;<email>jukka.havento@mtt.fi</email>;<email>markku.jarvenpaa@mtt.fi</email></nlm:aff></affiliation></author></titleStmt><publicationStmt><idno type="wicri:source">PMC</idno><idno type="pmid">22574050</idno><idno type="pmc">3348794</idno><idno type="url">http://www.ncbi.nlm.nih.gov/pmc/articles/PMC3348794</idno><idno type="RBID">PMC:3348794</idno><idno type="doi">10.3390/s90402862</idno><date when="2009">2009</date><idno type="wicri:Area/Pmc/Corpus">000654</idno><idno type="wicri:Area/Pmc/Curation">000654</idno><idno type="wicri:Area/Pmc/Checkpoint">000608</idno><idno type="wicri:Area/Ncbi/Merge">000311</idno><idno type="wicri:Area/Ncbi/Curation">000311</idno><idno type="wicri:Area/Ncbi/Checkpoint">000311</idno><idno type="wicri:Area/Main/Merge">000B79</idno><idno type="wicri:Area/Main/Curation">000B73</idno><idno type="wicri:Area/Main/Exploration">000B73</idno></publicationStmt><sourceDesc><biblStruct><analytic><title xml:lang="en" level="a" type="main">Wireless <italic>in-situ</italic> Sensor Network for Agriculture and Water Monitoring on a River Basin Scale in Southern Finland: Evaluation from a Data User’s Perspective</title><author><name sortKey="Kotam Ki, Niina" sort="Kotam Ki, Niina" uniqKey="Kotam Ki N" first="Niina" last="Kotam Ki">Niina Kotam Ki</name><affiliation><nlm:aff id="af1-sensors-09-02862"> Finnish Environment Institute, Jyväskylä Office / PO Box 35, FIN-40014 University of Jyväskylä / Finland; E-Mail:<email>timo.huttula@environment.fi</email></nlm:aff></affiliation></author><author><name sortKey="Thessler, Sirpa" sort="Thessler, Sirpa" uniqKey="Thessler S" first="Sirpa" last="Thessler">Sirpa Thessler</name><affiliation><nlm:aff id="af2-sensors-09-02862"> MTT Agrifood Research Finland / Luutnantintie 13, 00410 Helsinki, Finland; E-Mails:<email>sirpa.thessler@mtt.fi</email>;<email>hanna.huitu@mtt.fi</email>;<email>jukka.havento@mtt.fi</email>;<email>markku.jarvenpaa@mtt.fi</email></nlm:aff></affiliation></author><author><name sortKey="Koskiaho, Jari" sort="Koskiaho, Jari" uniqKey="Koskiaho J" first="Jari" last="Koskiaho">Jari Koskiaho</name><affiliation><nlm:aff id="af3-sensors-09-02862"> Finnish Environment Institute / PO Box 140, FIN-00251 Helsinki, Finland; E-Mail:<email>jari.koskiaho@environment.fi</email>;</nlm:aff></affiliation></author><author><name sortKey="Hannukkala, Asko O" sort="Hannukkala, Asko O" uniqKey="Hannukkala A" first="Asko O." last="Hannukkala">Asko O. Hannukkala</name><affiliation><nlm:aff id="af4-sensors-09-02862"> MTT Agrifood Research Finland, Plant Protection, R-building, 31600 Jokioinen, Finland; E-Mail:<email>asko.hannukkala@mtt.fi</email>;</nlm:aff></affiliation></author><author><name sortKey="Huitu, Hanna" sort="Huitu, Hanna" uniqKey="Huitu H" first="Hanna" last="Huitu">Hanna Huitu</name><affiliation><nlm:aff id="af2-sensors-09-02862"> MTT Agrifood Research Finland / Luutnantintie 13, 00410 Helsinki, Finland; E-Mails:<email>sirpa.thessler@mtt.fi</email>;<email>hanna.huitu@mtt.fi</email>;<email>jukka.havento@mtt.fi</email>;<email>markku.jarvenpaa@mtt.fi</email></nlm:aff></affiliation></author><author><name sortKey="Huttula, Timo" sort="Huttula, Timo" uniqKey="Huttula T" first="Timo" last="Huttula">Timo Huttula</name><affiliation><nlm:aff id="af1-sensors-09-02862"> Finnish Environment Institute, Jyväskylä Office / PO Box 35, FIN-40014 University of Jyväskylä / Finland; E-Mail:<email>timo.huttula@environment.fi</email></nlm:aff></affiliation></author><author><name sortKey="Havento, Jukka" sort="Havento, Jukka" uniqKey="Havento J" first="Jukka" last="Havento">Jukka Havento</name><affiliation><nlm:aff id="af2-sensors-09-02862"> MTT Agrifood Research Finland / Luutnantintie 13, 00410 Helsinki, Finland; E-Mails:<email>sirpa.thessler@mtt.fi</email>;<email>hanna.huitu@mtt.fi</email>;<email>jukka.havento@mtt.fi</email>;<email>markku.jarvenpaa@mtt.fi</email></nlm:aff></affiliation></author><author><name sortKey="J Rvenp, Markku" sort="J Rvenp, Markku" uniqKey="J Rvenp M" first="Markku" last="J Rvenp">Markku J Rvenp</name><affiliation><nlm:aff id="af2-sensors-09-02862"> MTT Agrifood Research Finland / Luutnantintie 13, 00410 Helsinki, Finland; E-Mails:<email>sirpa.thessler@mtt.fi</email>;<email>hanna.huitu@mtt.fi</email>;<email>jukka.havento@mtt.fi</email>;<email>markku.jarvenpaa@mtt.fi</email></nlm:aff></affiliation></author></analytic><series><title level="j">Sensors (Basel, Switzerland)</title><idno type="eISSN">1424-8220</idno><imprint><date when="2009">2009</date></imprint></series></biblStruct></sourceDesc></fileDesc><profileDesc><textClass></textClass></profileDesc></teiHeader><front><div type="abstract" xml:lang="en"><p>Sensor networks are increasingly being implemented for environmental monitoring and agriculture to provide spatially accurate and continuous environmental information and (near) real-time applications. These networks provide a large amount of data which poses challenges for ensuring data quality and extracting relevant information. In the present paper we describe a river basin scale wireless sensor network for agriculture and water monitoring. The network, called SoilWeather, is unique and the first of this type in Finland. The performance of the network is assessed from the user and maintainer perspectives, concentrating on data quality, network maintenance and applications. The results showed that the SoilWeather network has been functioning in a relatively reliable way, but also that the maintenance and data quality assurance by automatic algorithms and calibration samples requires a lot of effort, especially in continuous water monitoring over large areas. We see great benefits on sensor networks enabling continuous, real-time monitoring, while data quality control and maintenance efforts highlight the need for tight collaboration between sensor and sensor network owners to decrease costs and increase the quality of the sensor data in large scale applications.</p></div></front><back><div1 type="bibliography"><listBibl><biblStruct><analytic><author><name sortKey="Wang, N" uniqKey="Wang N">N. Wang</name></author><author><name sortKey="Zhang, N" uniqKey="Zhang N">N. Zhang</name></author><author><name sortKey="Wang, M" uniqKey="Wang M">M. Wang</name></author></analytic></biblStruct><biblStruct><analytic><author><name sortKey="Liang, S H L" uniqKey="Liang S">S.H.L. Liang</name></author><author><name sortKey="Croitoru, A" uniqKey="Croitoru A">A. Croitoru</name></author><author><name sortKey="Vincent Tao, C" uniqKey="Vincent Tao C">C. 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Aaltonen</name></author></analytic></biblStruct><biblStruct><analytic><author><name sortKey="Cao, X" uniqKey="Cao X">X. Cao</name></author><author><name sortKey="Chen, J" uniqKey="Chen J">J. Chen</name></author><author><name sortKey="Zhang, Y" uniqKey="Zhang Y">Y. Zhang</name></author><author><name sortKey="Sun, Y" uniqKey="Sun Y">Y. Sun</name></author></analytic></biblStruct></listBibl></div1></back></TEI><affiliations><list></list><tree><noCountry><name sortKey="Hannukkala, Asko O" sort="Hannukkala, Asko O" uniqKey="Hannukkala A" first="Asko O." last="Hannukkala">Asko O. Hannukkala</name><name sortKey="Havento, Jukka" sort="Havento, Jukka" uniqKey="Havento J" first="Jukka" last="Havento">Jukka Havento</name><name sortKey="Huitu, Hanna" sort="Huitu, Hanna" uniqKey="Huitu H" first="Hanna" last="Huitu">Hanna Huitu</name><name sortKey="Huttula, Timo" sort="Huttula, Timo" uniqKey="Huttula T" first="Timo" last="Huttula">Timo Huttula</name><name sortKey="J Rvenp, Markku" sort="J Rvenp, Markku" uniqKey="J Rvenp M" first="Markku" last="J Rvenp">Markku J Rvenp</name><name sortKey="Koskiaho, Jari" sort="Koskiaho, Jari" uniqKey="Koskiaho J" first="Jari" last="Koskiaho">Jari Koskiaho</name><name sortKey="Kotam Ki, Niina" sort="Kotam Ki, Niina" uniqKey="Kotam Ki N" first="Niina" last="Kotam Ki">Niina Kotam Ki</name><name sortKey="Thessler, Sirpa" sort="Thessler, Sirpa" uniqKey="Thessler S" first="Sirpa" last="Thessler">Sirpa Thessler</name></noCountry></tree></affiliations></record>Pour manipuler ce document sous Unix (Dilib)
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