Extreme data points captured are usually treated as outliers … · 2014. 11. 13. · Neither...

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  • Neither captures diurnal changes – e.g. Dissolved Oxygen

    Extreme data points captured are usually treated as outliers

    Model Calibration – Challenges due to sparse sampling points

    Response of watershed to different types of precipitation

    Traditional Sampling Limitations

    (grab sampling, event sampling)

    0

    100

    200

    300

    400

    500

    Jun/11 Jul/11 Aug/11 Sep/11 Oct/11

    Date

    To

    tal

    Su

    sp

    en

    ded

    So

    lid

    s

    (mg

    /L)

  • Exploring options to bridge the gaps!!

    Using multi-parameter water quality sondes

    Measuring key indicator parameters

    Longer deployments – perhaps year-round

    pH

    Dissolved oxygen

    Turbidity

    Conductivity

    Chloride

    Water level

    Water temperature

  • What is Real-Time Water Quality Monitoring

    Hydrolab

    Data Logger

    Cellular network

    Database

    Happy water

    resources tech!

  • Solar panel

    Hydrolab

    Equipment

    enclosure

    Housing pipe

    (exchanged monthly)

    Battery

    Modem

    Data logger

  • Funded by the Region of Peel under Climate Change Program

  • Credit River in Orangeville

    Installed:

    August 2012

    Catchment:

    Urban: 45%

    (Orangeville)

    Rural: 36%

    Natural: 17%

    Features:

    • d/s of Island

    Lake

    • d/s of Town of

    Orangeville

    • d/s of waste

    water treatment

    plant

  • Installed:

    October 2013

    Catchment:

    Rural: 44%

    Urban: 28%

    (Orangeville,

    Caledon)

    Natural: 23%

    Features:

    • WQ entering

    the Niagara

    Escarpment

    Credit River at Cataract Falls

  • Installed:

    February 2010

    Catchment:

    Rural: 33%

    Urban: 20%

    (Orangeville,

    Georgetown,

    Brampton)

    Natural: 18%

    Features:

    • WQ of Credit

    before City of

    Mississauga

    Credit River at Old Derry Road

  • Installed:

    March 2011

    Catchment:

    Rural: 42%

    Urban: 36%

    (Orangeville,

    Georgetown, Brampton,

    Mississauga)

    Natural: 21%

    Features:

    • WQ of entire Credit

    watershed

    • City of Mississauga

    • Data used for Lake

    Ontario modeling

    Credit River at Mississaugua Golf and Country Club

  • Installed:

    October 2013

    Catchment:

    Rural: 52%

    Natural: 23%

    Urban: 22%

    (Erin, Hillsburgh)

    Features:

    • Most pristine

    WQ

    • Potential

    development

    in Erin and

    Hillsburgh

    West Credit River at Belfountain CA

  • Installed:

    September 2013

    Catchment:

    Urban: 30%

    (Acton and

    Georgetown)

    Rural: 29%

    Natural: 29%

    Features:

    • Drains part of

    Niagara

    Escarpment

    • d/s waste water

    treatment plants

    (Acton and

    Georgetown)

    Silver Creek at Willow Park

  • Installed:

    September 2013

    Catchment:

    Rural: 67%

    Urban: 25%

    (Brampton)

    Natural: 8%

    Features:

    • WQ pre- and

    post-

    residential

    development

    Huttonville Creek at Lionhead Golf and Country Club

  • Installed:

    November 2013

    Catchment:

    Rural: 56%

    Urban: 37%

    (Brampton,

    Mississauga,

    Halton Hills)

    Natural: 7%

    Features:

    • WQ pre- and

    post- industrial

    and residential

    development

    Levi Creek at Derry Road

  • Installed:

    July 2011

    Catchment:

    Urban: 69%

    (Brampton)

    Rural: 27%

    Natural: 4%

    Features:

    • WQ post-

    intensive

    residential

    development

    • Developments

    with and without

    SWM/WQ

    control features

    • Redside Dace

    Fletcher’s Creek at Second Line

  • Installed:

    November 2013

    Catchment:

    Urban:89%

    (Mississauga)

    Rural: 9%

    Natural: 2%

    Features:

    • Drains into

    Rattray Marsh

    • Highly

    urbanized

    • No SWM or

    WQ control

    features

    Sheridan Creek at Clarkson Road

  • Installed:

    September 2010

    Catchment:

    Urban: 87%

    (Mississauga)

    Rural: 10%

    Natural: 3%

    Features:

    • Residential

    development

    with no SWM

    or WQ control

    features

    Cooksville Creek at King Street

  • Over to Amanjot