A Water Quality Research Platform for the Near-real-time Buoy Sensor Data

被引:0
|
作者
Presa-Reyes, Maria [1 ]
Bogosian, Biayna [2 ]
Schonhoff, Bradley [3 ]
Jerauld, Christopher [1 ]
Moreyra, Christian [1 ]
Gardinali, Piero [4 ]
Chen, Shu-Ching [1 ]
机构
[1] Florida Int Univ, Sch Comp & Informat Sci, Miami, FL 33199 USA
[2] Florida Int Univ, Dept Architecture, Miami, FL 33199 USA
[3] Florida Int Univ, Inst Environm, Miami, FL 33199 USA
[4] Florida Int Univ, Dept Chem & Biochem, Miami, FL 33199 USA
基金
美国国家科学基金会;
关键词
water quality monitoring; data management; sensor buoys; augmented reality; data visualization;
D O I
10.1109/IRI49571.2020.00048
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
Maintaining environmental sustainability relies on continuously monitoring environmental conditions. Water is an environmental component essential to the survival of all living organisms; hence, to prevent contamination and ensure proper water treatment, persistent observations and measurements of water quality are crucial. Traditionally, the procedure for testing the quality of water involved traveling to designated testing sites, manually collecting surface samples, transporting said samples to a laboratory for analysis, analyzing chemicals and microbial contaminants, and publishing the findings with the community. The technological advances in wireless sensor networks bring forth the opportunity for remote measurement and monitoring of water samples. Not only is the presence of the scientist no longer mandatory on the testing site, but the data can also be automatically collected, visualized, monitored, and shared through sensor recordings. These transitions exhibit a much fine-grained level of spatio-temporal information collection and allow for more comprehensive and long-term studies. Three research buoys, designed to be deployed in both shallow freshwater ecosystems and near-shore marine environments, were launched in different locations of South Florida to tackle complex challenges of environmental contamination. The research presented here designs and deploys a water quality monitoring platform for allowing the scientists to analyze better the near-real-time data collected by the buoys and generate insights. We further demonstrate two engaging near-real-time visualization methods developed to disseminate data trends and findings to a wide range of audiences from diverse backgrounds.
引用
收藏
页码:287 / 294
页数:8
相关论文
共 50 条
  • [1] Near-real-time applications of CloudSat Data
    Mitrescu, Cristian
    Miller, Steven
    Hawkins, Jeffrey
    L'Ecuyer, Tristan
    Turk, Joseph
    Partain, Philip
    Stephens, Graeme
    JOURNAL OF APPLIED METEOROLOGY AND CLIMATOLOGY, 2008, 47 (07) : 1982 - 1994
  • [2] HYBRIDJOIN for Near-Real-Time Data Warehousing
    Naeem, M. Asif
    Dobbie, Gillian
    Weber, Gerald
    INTERNATIONAL JOURNAL OF DATA WAREHOUSING AND MINING, 2011, 7 (04) : 21 - 42
  • [3] An introduction to the near-real-time QuikSCAT data
    Hoffman, RN
    Leidner, SM
    WEATHER AND FORECASTING, 2005, 20 (04) : 476 - 493
  • [4] Using moored buoy observations to assess and improve a circulation model in near-real-time
    Bub, FL
    Horton, CW
    Clifford, MA
    Krynen, D
    Myrick, R
    OCEANS 2003 MTS/IEEE: CELEBRATING THE PAST...TEAMING TOWARD THE FUTURE, 2003, : 2530 - 2536
  • [5] Near-real-time coastal oceanographic data products
    Corson, WD
    Sabol, MA
    OCEANS '96 MTS/IEEE, CONFERENCE PROCEEDINGS, VOLS 1-3 / SUPPLEMENTARY PROCEEDINGS: COASTAL OCEAN - PROSPECTS FOR THE 21ST CENTURY, 1996, : 790 - 793
  • [6] An application for near-real-time analysis of XPS data
    Lea, A. S.
    Swanson, K. R.
    Haack, J. N.
    Castle, J. E.
    Tougaard, S.
    Baer, D. R.
    SURFACE AND INTERFACE ANALYSIS, 2010, 42 (6-7) : 1061 - 1065
  • [7] Applications of NOAA MODIS near-real-time data
    Sprietzer, K
    Haggerty, P
    Legg, G
    Luczak, R
    18TH INTERNATIONAL CONFERENCE ON INTERACTIVE INFORMATION AND PROCESSING SYSTEMS (IIPS) FOR METEOROLOGY, OCEANOGRAPHY, AND HYDROLOGY, 2002, : 211 - 211
  • [8] DATA ACQUISITION AND NEAR-REAL-TIME SURVEILLANCE BY EADAS
    BYRNE, CJ
    GAGNE, DJ
    GRANDLE, JA
    WEDEMEYER, GH
    BELL SYSTEM TECHNICAL JOURNAL, 1983, 62 (07): : 2209 - 2237
  • [9] Feasibility of Near-Real-Time GOLD Data Products
    Codrescu, S. M.
    Rowland, W. F.
    Plummer, T. M.
    Vanier, B. A.
    Berger, T. E.
    Codrescu, M. V.
    JOURNAL OF GEOPHYSICAL RESEARCH-SPACE PHYSICS, 2020, 125 (06)
  • [10] Advancing Near-Real-Time Quality Controls of Meteorological Observations
    Toreti, Andrea
    Bratu, Marian
    Muller, Evelyn
    van der Grijn, Gerald
    Oliveira, Igor
    Zampieri, Matteo
    Ceglar, Andrej
    BULLETIN OF THE AMERICAN METEOROLOGICAL SOCIETY, 2022, 103 (04) : E1078 - E1087