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The dynamics of observed tropopause polar vortex (TPV) life cycles Steven Cavallo Advisor: Greg Hakim University of Washington Department of Atmospheric Sciences

The dynamics of observed tropopause polar vortex (TPV) life cycles

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The dynamics of observed tropopause polar vortex (TPV) life cycles. Steven Cavallo Advisor: Greg Hakim. University of Washington Department of Atmospheric Sciences. Outline. What are vortices? Distinguishing between waves and vortices Previous studies and results Climatology of TPVs - PowerPoint PPT Presentation

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Page 1: The dynamics of observed tropopause polar vortex (TPV) life cycles

The dynamics of observed tropopause polar vortex (TPV)

life cycles

Steven Cavallo

Advisor: Greg Hakim

University of Washington

Department of Atmospheric Sciences

Page 2: The dynamics of observed tropopause polar vortex (TPV) life cycles

Outline•What are vortices? Distinguishing between waves and vortices

•Previous studies and results

•Climatology of TPVs

•Numerical case study

•Conclusions and future work

Page 3: The dynamics of observed tropopause polar vortex (TPV) life cycles

Why do we care about TPVs?Tropopause polar vortices (TPVs) are:

•Vortices that occur well poleward of the jet stream

•Based on the tropopause

•Cold core

Although there is considerable understanding about the life cycles of surface extratropical cyclones, relatively less is known about the upper-level disturbances governing them

Page 4: The dynamics of observed tropopause polar vortex (TPV) life cycles

What are vortices?

• In a materially conserved field, nonlinear solutions are vorticesFluid parcels are bound by closed contours of that field

• It is advantageous to trace fluid parcels using a materially

conserved field such as potential vorticity (PV)

Page 5: The dynamics of observed tropopause polar vortex (TPV) life cycles

Vortices and Ertel potential vorticity Ertel’s theorem says that

where is the Ertel potential vorticity (EPV), is the absolute 3-D vorticity, is the density, is a frictional force vector, and is the potential temperature.

EPV is conserved when the diabatic and frictional terms are zero.

•This study will examine non-conservative processes contributing to changes in EPV from the diabatic term.

aD D F

Dt Dt

2a U

/a

F

Page 6: The dynamics of observed tropopause polar vortex (TPV) life cycles

Potential Vorticity & Isentropic Surfaces

Cross section of potential vorticity surfaces (black) in PVU and isentropic surfaces (red) in Kelvin from the pole (left) to the equator (right). The 2 PVU surface is indicated by the bold black line where a PVU = potential vorticity unit = m2 K kg-1 s-1

(Adapted from Hoskins 1990)

Page 7: The dynamics of observed tropopause polar vortex (TPV) life cycles

What is this study about?This study examines

1) A climatology of TPVs:

Where do they form and decay?

Where do their amplitudes change the most?

Are there any large scale, recurring patterns that may be associated with these?

2) Numerical case study:

What mechanisms during their lifecycles contribute most to their growth and decay?

Can we isolate and generalize any of these mechanisms?

Page 8: The dynamics of observed tropopause polar vortex (TPV) life cycles

TPV climatology and composites: Definitions

amp

What is amp?

- core

core = lcc

lcc

Other terminology:

•Maximum 24-hour growth: The point along a vortex track in which amp increased the most within a 24-hour period

•Maximum 24-hour decay: The point along a vortex track in which amp decreased the most within a 24-hour period

Other definitions:

•Genesis: The beginning of a vortex track

•Lysis: The end of a vortex track

Page 9: The dynamics of observed tropopause polar vortex (TPV) life cycles

What we know about TPVs

Hakim and Canavan, 2003

•TPVs have characteristic life-cycles, growing in amplitude by about 50% within the first 48-72 hours and slowly decaying

•Annual frequency of anticyclones greatest in Summer

Frequency Strength

•Annual frequency and strength of cyclones greatest in late Winter and late Autumn

Page 10: The dynamics of observed tropopause polar vortex (TPV) life cycles

TPV climatology and composites•Data include vortices lasting at least 2 days and spent at least 60% of their lifetimes north of 65N

•Genesis and lysis

Regions of greatest cyclone

and anticyclone genesis and decay

Composites based on maximum

cyclogenesis region

194 cases

141 cases

123 cases

•Maximum 24-hour growth and decay

Regions of strongest growth and decay

Composites based on maximum 24-hour growth for cyclones

Page 11: The dynamics of observed tropopause polar vortex (TPV) life cycles

TPV climatology

Density of tropopause polar cyclones that developed within a 5 latitude by 15 longitude box centered at each location from 1948-1999.

Page 12: The dynamics of observed tropopause polar vortex (TPV) life cycles

TPV composites: Cyclogenesis

0 hours

-24 hours-72 hours

•500 hPa geopotential height anomalies

•Significant at 95% confidence level by student-t test

•Centered at: 75N, 85W

+48 hours

Page 13: The dynamics of observed tropopause polar vortex (TPV) life cycles

TPV composites: Cyclogenesis

•The Aleutian low is a common precursor no matter which way we look at it

Aleutian ‘-’ and western North American ‘+’ anomalies

Greenland disturbance

Canada cyclogensis

Siberian ‘-’ anomaly

Page 14: The dynamics of observed tropopause polar vortex (TPV) life cycles

TPV climatology: Growth and decay

Growth

Growth

Decay

Decay

Cyclones

Anti-cyclones

Page 15: The dynamics of observed tropopause polar vortex (TPV) life cycles

TPV climatology

Density of tropopause polar cyclones with 24-hour potential temperature

amplitude increases from 5-20K within a 5 latitude by 15 longitude box centered at each location from 1948-1999.

Page 16: The dynamics of observed tropopause polar vortex (TPV) life cycles

TPV composites: 5-20K Greenland Growth

•500 hPa geopotential height anomalies

•Significant at 95% confidence level by student-t test

•Centered at: 75N, 45W

0 hours

-48 hours-168 hours

+168 hours

Page 17: The dynamics of observed tropopause polar vortex (TPV) life cycles

TPV composites: Greenland Growth

•500 hPa geopotential height anomalies

•Significant at 95% confidence level by student-t test

•Centered at: 75N, 45W

0 hours

-48 hours-168 hours

+168 hours (10K+ growth)

Page 18: The dynamics of observed tropopause polar vortex (TPV) life cycles

TPV composites: Greenlandmaximum 24-hour cyclone growth

Greenland disturbance

Amplification

Movement toward Siberia

Pacific and Atlantic coast ‘+’ anomalies

Atlantic ‘+’ anomaly Hudson Bay

Alaska ‘-’ anomaly

Pacific re-development

Page 19: The dynamics of observed tropopause polar vortex (TPV) life cycles

TPV composites: 5-20K Canada Growth

•500 hPa geopotential height anomalies

•Significant at 95% confidence level by student-t test

•Centered at: 75N, 45W

0 hours

-24 hours-168 hours

+48 hours

Page 20: The dynamics of observed tropopause polar vortex (TPV) life cycles

TPV composites: 5-20K Canadian maximum 24-hour cyclone growth

Canada disturbance Mid-Pacific ‘-’ anomaly

Amplification Blocking Ridge pattern

•Growth dominated by local effects

Page 21: The dynamics of observed tropopause polar vortex (TPV) life cycles

TPV composites: 10K+ Canada Growth

•500 hPa geopotential height anomalies

•Significant at 95% confidence level by student-t test

•Centered at: 80N, 125W

0 hours

-24 hours-96 hours

+96 hours

Page 22: The dynamics of observed tropopause polar vortex (TPV) life cycles

TPV composites: 10K+ Canadian maximum 24-hour cyclone growth

Northern Canada disturbance Circumpolar wave pattern

Amplification Across-pole wave pattern

High amplitude anomalies

Page 23: The dynamics of observed tropopause polar vortex (TPV) life cycles

Numerical Case Study

Page 24: The dynamics of observed tropopause polar vortex (TPV) life cycles

Potential vorticity diagnosis methods•Thermodynamic energy equation:

, , , , ,t rad t pbl t cumulus t mix t microphysics

D

Dt

, ,t radiation t microphysics

, ,a

t radiation t microphysics

D

Dt

where t,rad, t,pbl, t,cumulus, t,mix and t,microphysics are the tendencies due to the effects of radiation, the planetary boundary layer, cumulus processes, mixing & diffusion, and microphysics.

EPV for inviscid flow:

•Now we will examine the feedbacks between radiation and latent heating in the upper troposphere

(in the upper troposphere)

Page 25: The dynamics of observed tropopause polar vortex (TPV) life cycles

Potential vorticity: Diabatic mechanismsWhat might we expect from both radiation and latent heating when latent heating is smaller than radiational heating?

•Blue curve is a possible heating rate from latent heating

•Red curve is an oscillatory approximation of radiational heating rates from the cloud (following Liou, Ch. 4)

Latent heating

Radiational heating

Page 26: The dynamics of observed tropopause polar vortex (TPV) life cycles

Potential vorticity: Diabatic mechanisms

What might we expect from both radiation and latent heating?

(if the vorticity vector is entirely vertical)

_a latent heating

D

Dt

Page 27: The dynamics of observed tropopause polar vortex (TPV) life cycles

Potential vorticity: Diabatic mechanisms

What might we expect from both radiation and latent heating?

(if the vorticity vector is entirely vertical)

a radiation

D

Dt

Page 28: The dynamics of observed tropopause polar vortex (TPV) life cycles

Potential vorticity: Diabatic mechanisms

What might we expect from both radiation and latent heating?

(if the vorticity vector is entirely vertical)

_a radiation latent heating

D

Dt

Page 29: The dynamics of observed tropopause polar vortex (TPV) life cycles

Potential vorticity: Diabatic mechanismsWhat PV changes might we expect from both radiation and latent heating when radiation dominates?

•Red curve is the sum of the PV changes due to the latent heating and radiation profiles prescribed here

Net EPV change from both radiation and latent heating

Page 30: The dynamics of observed tropopause polar vortex (TPV) life cycles

Potential vorticity: Diabatic mechanismsWhat might we expect from both radiation and latent heating when latent heating is larger than radiational heating?

•Blue curve is a possible heating rate from latent heating

•Red curve is an oscillatory approximation of radiational heating rates from the cloud (following Liou, Ch. 4)

Latent heating

Radiational heating

Page 31: The dynamics of observed tropopause polar vortex (TPV) life cycles

Potential vorticity: Diabatic mechanismsWhat PV changes might we expect from both radiation and latent heating when latent heating dominates?

•Red curve is the sum of the PV changes due to the latent heating and radiation profiles prescribed here

Net EPV changes from both latent heating and radiation

Page 32: The dynamics of observed tropopause polar vortex (TPV) life cycles

Potential vorticity: Diabatic mechanisms

•The horizontal components of vorticity act to direct maximum PV destruction due to latent heating above and downstream of the maximum latent heating

(Stoelinga, 1996)

But…we also have to worry about the feedbacks between the cloud and the radiation

_

( )latent heating

D PV

Dt

Page 33: The dynamics of observed tropopause polar vortex (TPV) life cycles

Vortex tracks

November 2005 TPV

Tropopause core

GFS analysis 01 November 2005 00 UTC – 07 December 2005 00 UTC

November 5

November 22

Page 34: The dynamics of observed tropopause polar vortex (TPV) life cycles

November 2005 TPV: WRF numerical simulations

•Outline of November 2005 TPV WRF simulations:

Initialization November 5, 2005 over Siberia

Motivation: TPV strengthening phase

Initialization November 22, 2005 over Hudson Bay

Motivation: TPV weakening phase & movement over extensive sounding network

•Horizontal grid spacing 30 km, 31 vertical levels

•5-class microphysics, RRTM longwave radiation

•GFS analysis and boundaries updated every three hours

Page 35: The dynamics of observed tropopause polar vortex (TPV) life cycles

November 2005 TPV: WRF results Tropopause core

Vortex track (red) and topography (colors)

meters

Page 36: The dynamics of observed tropopause polar vortex (TPV) life cycles

November 2005 TPV: WRF results

Time-height section of total EPV changes due to diabatic effects averaged within the 285K tropopause closed contour

Pre

ssur

e (h

Pa)

Page 37: The dynamics of observed tropopause polar vortex (TPV) life cycles

November 2005 TPV: WRF results

Time-height section of cloud water and ice mixing ratios (colors) and EPV creation due to radiational cooling (magenta contours)

averaged within the 285K tropopause closed contour

Pre

ssu r

e (h

Pa)

Page 38: The dynamics of observed tropopause polar vortex (TPV) life cycles

November 2005 TPV: WRF results

Time-height section of EPV changes from radiation + EPV changes from latent heating (colors) averaged within the 285K tropopause

closed contour. Magenta line is the zero contour.

Pre

ssur

e (h

Pa)

Page 39: The dynamics of observed tropopause polar vortex (TPV) life cycles

November 2005 TPV: WRF results Nov. 22-27Tropopause core

Vortex track (red) and topography (colors)

meters

Page 40: The dynamics of observed tropopause polar vortex (TPV) life cycles

November 2005 TPV: Observations

Coral Harbour, NT Sounding WRF tropopause pressure and winds

November 22, 2005 00 UTC

Page 41: The dynamics of observed tropopause polar vortex (TPV) life cycles

November 2005 TPV: Observations

November 23, 2005 00 UTC

Coral Harbour, NT Sounding WRF tropopause pressure and winds

Page 42: The dynamics of observed tropopause polar vortex (TPV) life cycles

November 2005 TPV: Observations

November 24, 2005 12 UTC

Coral Harbour, NT Sounding WRF tropopause pressure and winds

Page 43: The dynamics of observed tropopause polar vortex (TPV) life cycles

November 2005 TPV: Observations

MODIS imagery of TPV induced polar low over Hudson Bay

Page 44: The dynamics of observed tropopause polar vortex (TPV) life cycles

November 2005 TPV: WRF results Nov. 22-27

Time-height section of cloud water and ice mixing ratios (colors) and EPV creation due to radiational cooling (magenta contours)

averaged within the 285K tropopause closed contour

Pre

ssur

e (h

Pa)

Page 45: The dynamics of observed tropopause polar vortex (TPV) life cycles

November 2005 TPV: WRF results Nov. 22-27

Time-height section of EPV changes from radiation + EPV changes from latent heating (colors) averaged within the 285K tropopause

closed contour. Magenta line is the zero contour.

Pre

ssur

e (h

Pa)

Page 46: The dynamics of observed tropopause polar vortex (TPV) life cycles

So what was different between the two cases?

•In Siberia, where the TPV was strengthening, radiation was large compared to microphysics in the upper troposphere

•In Hudson Bay, where the TPV was weakening, radiation was small compared to microphysics in the upper troposphere

Ratio of radiation and microphysics averaged within a closed contour

Page 47: The dynamics of observed tropopause polar vortex (TPV) life cycles

A closer look into the microphysics

•Cloud water + ice mixing ratio vertical profile

•Siberia (red) and Hudson Bay (blue) WRF simulations.

•Averages within the 280K closed contour.

t = 6 hours t = 30 hours

t = 54 hours t = 78 hours

Siberia

Hudson Bay

Siberia

Hudson Bay

Siberia

Hudson Bay

Siberia

Hudson Bay

Page 48: The dynamics of observed tropopause polar vortex (TPV) life cycles

Conclusions

•TPV cyclogenesis greatest over Queen Elizabeth Islands in Canada

•TPV maximum 24-hour growth was concentrated over both Baffin Island and Greenland

•Strong TP cyclone growth is associated more with non-local effects while weaker growth is associated more with local effects

•TPV strength highly sensitive to the distribution & feedback between latent heating and radiation in the upper troposphere

Page 49: The dynamics of observed tropopause polar vortex (TPV) life cycles

Future Work•Zierl and Wirth (1997) showed that in an idealized study that anticyclone strength was highly sensitive to the vertical gradient of radiative heating near the tropopause

•One study looked at radiation and latent heating feedbacks on a surface anticyclone (Curry 1987) and upper level analysis showed differential heating term lowered geopotential heights (Tan and Curry 1989)

•Numerical simulations here of TPV lifecycles suggest that the feebacks between radiation and latent heating are important

•There has been no work examining the feedback between radiation and latent heating on upper level cyclonic vortices!

Now that the primary factors are known, it would be worthwhile to isolate these effects and examine in an idealized setting

Page 50: The dynamics of observed tropopause polar vortex (TPV) life cycles

Tropopause uncertainty

Tropopause using 2 PVU (blue line) and 0.25 PVU (red bars)

Page 51: The dynamics of observed tropopause polar vortex (TPV) life cycles

TPV climatology

Density of tropopause polar cyclones that decayed within a 5 latitude by 15 longitude box centered at each location from 1948-1999.

Page 52: The dynamics of observed tropopause polar vortex (TPV) life cycles

TPV climatology

Density of tropopause polar anticyclones that developed within a 5 latitude by 15 longitude box centered at each location from 1948-1999.

Page 53: The dynamics of observed tropopause polar vortex (TPV) life cycles

TPV climatology

Density of tropopause polar anticyclones that decayed within a 5 latitude by 15 longitude box centered at each location from 1948-1999.

Page 54: The dynamics of observed tropopause polar vortex (TPV) life cycles

TPV climatology

Density of tropopause polar cyclones with 24-hour potential temperature

amplitude decreases from 5-20K within a 5 latitude by 15 longitude box centered at each location from 1948-1999.

Page 55: The dynamics of observed tropopause polar vortex (TPV) life cycles

TPV climatology

Density of tropopause polar anticyclones with 24-hour potential temperature

amplitude increases from 5-20K within a 5 latitude by 15 longitude box centered at each location from 1948-1999.

Page 56: The dynamics of observed tropopause polar vortex (TPV) life cycles

TPV climatology

Density of tropopause polar anticyclones with 24-hour potential temperature

amplitude decreases from 5-20K within a 5 latitude by 15 longitude box centered at each location from 1948-1999.