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Volumn 63, Issue 7, 2013, Pages 574-585

Quantity is nothing without quality: Automated QA/QC for streaming environmental sensor data

Author keywords

computers in biology; environmental science; informatics; instrumentation

Indexed keywords


EID: 84881496397     PISSN: 00063568     EISSN: None     Source Type: Journal    
DOI: 10.1525/bio.2013.63.7.10     Document Type: Article
Times cited : (89)

References (46)
  • 2
    • 75949121297 scopus 로고    scopus 로고
    • Workflows and extensions to the kepler scientific workflow system to support environmental sensor data access and analysis
    • Barseghian D, et al. 2010. Workflows and extensions to the Kepler scientific workflow system to support environmental sensor data access and analysis. Ecological Informatics 5: 42-50.
    • (2010) Ecological Informatics , vol.5 , pp. 42-50
    • Barseghian, D.1
  • 6
    • 84881482426 scopus 로고    scopus 로고
    • Ensuring The Integrity Accessibility And Stewardship Of Research Data In The Digital Age. National Academies Press
    • Ensuring the Integrity, Accessibility, and Stewardship of Research Data in the Digital Age. National Academies Press.
  • 8
    • 80053007309 scopus 로고    scopus 로고
    • Spatiotemporal models for dataanomaly detection in dynamic environmental monitoring campaigns
    • (art. 3). doi:10.1145/1993042.1993045
    • Dereszynski EW, Dietterich TG. 2011. Spatiotemporal models for dataanomaly detection in dynamic environmental monitoring campaigns. ACM Transactions on Sensor Networks 8 (art. 3). doi:10.1145/1993042.1993045
    • (2011) ACM Transactions on Sensor Networks , vol.8
    • Dereszynski, E.W.1    Dietterich, T.G.2
  • 9
    • 84922977399 scopus 로고    scopus 로고
    • U.S. Climate reference network after one decade of operations: Status and assessment
    • (19 April 2013; doi:10.1175/BAMS-D-12-00170
    • Diamond HJ, et al. 2013. U.S. Climate Reference Network after one decade of operations: Status and assessment. Bulletin of the American Meteorological Society. (19 April 2013; http://journals.ametsoc.org/doi/abs/10.1175/BAMS-D-12- 00170) doi:10.1175/BAMS-D-12-00170
    • (2013) Bulletin of the American Meteorological Society
    • Diamond, H.J.1
  • 12
    • 0037599698 scopus 로고    scopus 로고
    • The impact of unique meteorological phenomena detected by the Oklahoma Mesonet and ARS Micronet on automated quality control
    • Fiebrich CA, Crawford KC. 2001. The impact of unique meteorological phenomena detected by the Oklahoma Mesonet and ARS Micronet on automated quality control. Bulletin of the American Meteorological Society 82: 2173-2187. (Pubitemid 33617578)
    • (2001) Bulletin of the American Meteorological Society , vol.82 , Issue.10 , pp. 2173-2187
    • Fiebrich, C.A.1    Crawford, K.C.2
  • 15
    • 2342626648 scopus 로고    scopus 로고
    • Real-time remote monitoring of water quality: A review of current applications, and advancements in sensor, telemetry, and computing technologies
    • DOI 10.1016/j.jembe.2004.02.022, PII S0022098104001066
    • Glasgow HB, Burkholder JM, Reed RE, Lewitus AJ, Kleinman JE. 2004. Real-time remote monitoring of water quality: A review of current applications, and advancements in sensor, telemetry, and computing technologies. Journal of Experimental Marine Biology and Ecology 300: 409-448. (Pubitemid 38587566)
    • (2004) Journal of Experimental Marine Biology and Ecology , vol.300 , Issue.1-2 , pp. 409-448
    • Glasgow, H.B.1    Burkholder, J.M.2    Reed, R.E.3    Lewitus, A.J.4    Kleinman, J.E.5
  • 19
    • 33748488864 scopus 로고    scopus 로고
    • Environmental Sensor Networks: A revolution in the earth system science?
    • DOI 10.1016/j.earscirev.2006.05.001, PII S0012825206000511
    • Hart JK, Martinez K. 2006. Environmental sensor networks: A revolution in the Earth system science? Earth-Science Reviews 78: 177-191. (Pubitemid 44356314)
    • (2006) Earth-Science Reviews , vol.78 , Issue.3-4 , pp. 177-191
    • Hart, J.K.1    Martinez, K.2
  • 20
    • 70849136686 scopus 로고    scopus 로고
    • Forest fire modeling and early detection using wireless sensor networks
    • Hefeeda M, Bagheri M. 2009. Forest fire modeling and early detection using wireless sensor networks. Ad Hoc and Sensor Wireless Networks 7: 169-224.
    • (2009) Ad Hoc and Sensor Wireless Networks , vol.7 , pp. 169-224
    • Hefeeda, M.1    Bagheri, M.2
  • 21
    • 80053011243 scopus 로고    scopus 로고
    • Automated fault detection for in-situ environmental sensors
    • In Gourbesville P, Cunge J, Guinot V, Liong SY, eds. Research Publications. (7 May 2013
    • Hill DJ, Minsker BS. 2006. Automated fault detection for in-situ environmental sensors. In Gourbesville P, Cunge J, Guinot V, Liong SY, eds. Hydroinformatics 2006: Proceedings of the Seventh International Conference on Hydroinformatics. Research Publications. (7 May 2013; http://emsa.ncsa.illinois. edu/Documents/Conference/Hill-Minsker-HIC2006.pdf)
    • (2006) Hydroinformatics 2006: Proceedings of the Seventh International Conference on Hydroinformatics
    • Hill, D.J.1    Minsker, B.S.2
  • 22
    • 77951204455 scopus 로고    scopus 로고
    • Digital airborne photogrammetry: A new tool for quantitative remote sensing? A state-of-the-art review on radiometric aspects of digital photogrammetric images
    • Honkavaara E, et al. 2009. Digital airborne photogrammetry: A new tool for quantitative remote sensing? A state-of-the-art review on radiometric aspects of digital photogrammetric images. Remote Sensing 1: 577-605.
    • (2009) Remote Sensing , vol.1 , pp. 577-605
    • Honkavaara, E.1
  • 24
    • 33847719883 scopus 로고    scopus 로고
    • An improved QC process for temperature in the daily cooperative weather observations
    • DOI 10.1175/JTECH1963.1
    • Hubbard KG, Guttman NB, You J, Chen Z. 2007. An improved QC process for temperature in the daily cooperative weather observations. Journal of Atmospheric and Oceanic Technology 24: 206-213. (Pubitemid 46380920)
    • (2007) Journal of Atmospheric and Oceanic Technology , vol.24 , Issue.2 , pp. 206-213
    • Hubbard, K.G.1    Guttman, N.B.2    You, J.3    Chen, Z.4
  • 25
    • 27744480617 scopus 로고    scopus 로고
    • Sensitivity analysis of quality assurance using the spatial regression approach - A case study of the maximum/minimum air temperature
    • DOI 10.1175/JTECH1790.1
    • Hubbard KG, You J. 2005. Sensitivity analysis of quality assurance using the spatial regression approach-A case study of the maximum/minimum air temperature. Journal of Atmospheric and Oceanic Technology 22: 1520-1530. (Pubitemid 41632298)
    • (2005) Journal of Atmospheric and Oceanic Technology , vol.22 , Issue.10 , pp. 1520-1530
    • Hubbard, K.G.1    You, J.2
  • 26
    • 70350018507 scopus 로고    scopus 로고
    • 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
    • Kotamäki N, Thessler S, Koskiaho J, Hannukkala AO, Huitu H, Huttula T, Havento J, Järvenpää M. 2009. 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. Sensors 9: 2862-2883.
    • (2009) Sensors , vol.9 , pp. 2862-2883
    • Kotamäki, N.1    Thessler, S.2    Koskiaho, J.3    Hannukkala, A.O.4    Huitu, H.5    Huttula, T.6    Havento, J.7    Järvenpää, M.8
  • 27
    • 77950117768 scopus 로고    scopus 로고
    • Uncertainty propagation in an ecosystem nutrient budget
    • Lehrter JC, Cebrian J. 2010. Uncertainty propagation in an ecosystem nutrient budget. Ecological Applications 20: 508-524.
    • (2010) Ecological Applications , vol.20 , pp. 508-524
    • Lehrter, J.C.1    Cebrian, J.2
  • 29
    • 78751607150 scopus 로고    scopus 로고
    • Cyberinfrastructure technologies to support qa/qc and event-driven analysis of distributed sensing data
    • June 2006, Niagara Falls, Canada
    • Liu Y, Minsker B, Hill D. 2007. Cyberinfrastructure technologies to support QA/QC and event-driven analysis of distributed sensing data. Paper presented at the International Workshop on Advances in Hydroinformatics; 4-7 June 2006, Niagara Falls, Canada.
    • (2007) Paper presented at the International Workshop on Advances in Hydroinformatics , vol.4-7
    • Liu, Y.1    Minsker, B.2    Hill, D.3
  • 30
    • 51349151126 scopus 로고    scopus 로고
    • Big data: How do your data grow?
    • Lynch C. 2008. Big data: How do your data grow? Nature 455: 28-29.
    • (2008) Nature , vol.455 , pp. 28-29
    • Lynch, C.1
  • 31
    • 0035980581 scopus 로고    scopus 로고
    • A quality-control method for physical and chemical monitoring data. Application to dissolved oxygen levels in the river Loire (France)
    • DOI 10.1016/S0022-1694(01)00439-5, PII S0022169401004395
    • Moatar F, Miquel J, Poirel A. 2001. A quality-control method for physical and chemical monitoring data: Application to dissolved oxygen levels in the River Loire (France). Journal of Hydrology 252: 25-36. (Pubitemid 32812212)
    • (2001) Journal of Hydrology , vol.252 , Issue.1-4 , pp. 25-36
    • Moatar, F.1    Miquel, J.2    Poirel, A.3
  • 34
    • 77249104927 scopus 로고    scopus 로고
    • An overview of arm program climate research facility data quality assurance
    • Peppler RA, et al. 2008. An overview of ARM Program Climate Research Facility data quality assurance. Open Atmospheric Science Journal 2: 192-216.
    • (2008) Open Atmospheric Science Journal , vol.2 , pp. 192-216
    • Peppler, R.A.1
  • 35
    • 21444450787 scopus 로고    scopus 로고
    • Wireless sensor networks for ecology
    • Porter J[H], et al. 2005. Wireless sensor networks for ecology. BioScience 55: 561-572.
    • (2005) BioScience , vol.55 , pp. 561-572
    • Porter, J.H.1
  • 38
    • 35349002216 scopus 로고    scopus 로고
    • 2 flux record
    • DOI 10.1016/j.agrformet.2007.06.004, PII S0168192307001645
    • Richardson AD, Hollinger DY. 2007. A method to estimate the additional uncertainty in gap-filled NEE resulting from long gaps in the CO2 flux record. Agricultural and Forest Meteorology 147: 199-208. (Pubitemid 47615195)
    • (2007) Agricultural and Forest Meteorology , vol.147 , Issue.3-4 , pp. 199-208
    • Richardson, A.D.1    Hollinger, D.Y.2
  • 42
    • 43549118653 scopus 로고    scopus 로고
    • Quality assessment of BRDF/albedo retrievals in MODIS operational system
    • DOI 10.1029/2007GL032568
    • Shuai Y, Schaaf CB, Strahler AH, Liu J, Jiao Z. 2008. Quality assessment of BRDF/albedo retrievals in MODIS operational system. Geophysical Research Letters 35 (art. L05407). doi:10.1029/2007GL032568 (Pubitemid 351676009)
    • (2008) Geophysical Research Letters , vol.35 , Issue.5
    • Shuai, Y.1    Schaaf, C.B.2    Strahler, A.H.3    Liu, J.4    Jiao, Z.5
  • 43
    • 39449089195 scopus 로고    scopus 로고
    • Data-driven modelling: Some past experiences and new approaches
    • Solomatine DP, Ostfeld A. 2008. Data-driven modelling: Some past experiences and new approaches. Journal of Hydroinformatics 10: 3-22.
    • (2008) Journal of Hydroinformatics , vol.10 , pp. 3-22
    • Solomatine, D.P.1    Ostfeld, A.2
  • 44
    • 33750154934 scopus 로고    scopus 로고
    • Ecoinformatics using wireless sensor networks: An overview
    • DOI 10.1016/j.ecoinf.2006.02.008, PII S1574954106000562
    • Suri A, Iyengar SS, Cho E. 2006. Ecoinformatics using wireless sensor networks: An overview. Ecological Informatics 1: 287-293. (Pubitemid 44602586)
    • (2006) Ecological Informatics , vol.1 , Issue.3 SPEC. ISS. , pp. 287-293
    • Suri, A.1    Iyengar, S.S.2    Cho, E.3


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.