characterizing cold air pool dynamics using thermal imagery presented by chris johnson...

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CHARACTERIZING COLD AIR POOL DYNAMICS USING THERMAL IMAGERY PRESENTED BY CHRIS JOHNSON BIOMICROMETEOROLOGY GROUP

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Page 1: CHARACTERIZING COLD AIR POOL DYNAMICS USING THERMAL IMAGERY PRESENTED BY CHRIS JOHNSON BIOMICROMETEOROLOGY GROUP

CHARACTERIZING COLD AIR POOL DYNAMICS USING THERMAL IMAGERY

PRESENTED BY CHRIS JOHNSON

BIOMICROMETEOROLOGY GROUP

Page 2: CHARACTERIZING COLD AIR POOL DYNAMICS USING THERMAL IMAGERY PRESENTED BY CHRIS JOHNSON BIOMICROMETEOROLOGY GROUP

Photo Credit: The University of Utah

Page 3: CHARACTERIZING COLD AIR POOL DYNAMICS USING THERMAL IMAGERY PRESENTED BY CHRIS JOHNSON BIOMICROMETEOROLOGY GROUP

DESIGN OF EXPERIMENT

SODAR

Page 4: CHARACTERIZING COLD AIR POOL DYNAMICS USING THERMAL IMAGERY PRESENTED BY CHRIS JOHNSON BIOMICROMETEOROLOGY GROUP

THERMAL IMAGERY TO MAP COLD AIR POOL DYNAMICS

Each pixel of temperature information will be associated with a position on the Earth and an elevation.

But first the thermal imagery must be filtered, georeferenced, and orthorectified.

Page 5: CHARACTERIZING COLD AIR POOL DYNAMICS USING THERMAL IMAGERY PRESENTED BY CHRIS JOHNSON BIOMICROMETEOROLOGY GROUP

GEOREFERENCING THERMAL IMAGERY

• Identify objects in the image

• Obtain accurate locations

• Use known objects as Ground Control Points Ground Control Point

Known Object and Location

Page 6: CHARACTERIZING COLD AIR POOL DYNAMICS USING THERMAL IMAGERY PRESENTED BY CHRIS JOHNSON BIOMICROMETEOROLOGY GROUP

ORTHORECTIFICATION

Data Gap

Page 7: CHARACTERIZING COLD AIR POOL DYNAMICS USING THERMAL IMAGERY PRESENTED BY CHRIS JOHNSON BIOMICROMETEOROLOGY GROUP

VALIDATION – Temperature ProfileBasic Functions:• Emits a sound pulse• Measures properties of sound backscattered

from turbulent fluctuations• Emitted pulse frequency• Backscattered sound frequency• Intensity of backscattered sound

Relationship to IR Measurements:• Atmospheric Structure Parameters

• Refractive Index Structure Parameter(CN

2)• Temperature Structure Parameter

(CT2)

• Intensity related to CN2

• CN2 related to CT

2

• CT2 directly calculated from

temperature gradient

Page 8: CHARACTERIZING COLD AIR POOL DYNAMICS USING THERMAL IMAGERY PRESENTED BY CHRIS JOHNSON BIOMICROMETEOROLOGY GROUP

VALIDATION – Cold Air Pool Depth

Plot Credit: Beyrich, F., 1997. Mixing Height Estimation from SODAR Data. Atmospheric Environment 31, 3941-3953.

Assumption:

The depth of the cold air pool is equal to the inversion height.

ABL Conditions for Plot:

Weak wind, surface radiatively cooling.

Potential Temperature

Backscatter Intensity

Page 9: CHARACTERIZING COLD AIR POOL DYNAMICS USING THERMAL IMAGERY PRESENTED BY CHRIS JOHNSON BIOMICROMETEOROLOGY GROUP

DESIGN OF EXPERIMENT

SODAR