a cyclone phase space derived from thermal wind & thermal asymmetry

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A Cyclone Phase Space Derived from Thermal Wind & Thermal Asymmetry

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Page 1: A Cyclone Phase Space Derived from Thermal Wind & Thermal Asymmetry

A Cyclone Phase Space Derived from Thermal Wind &

Thermal Asymmetry

Page 2: A Cyclone Phase Space Derived from Thermal Wind & Thermal Asymmetry

Robert HartDepartment of Meteorology

Penn State [email protected]

http://eyewall.met.psu.edu/cyclonephase

Page 3: A Cyclone Phase Space Derived from Thermal Wind & Thermal Asymmetry

Introduction: The Problem

• Tropical and extratropical cyclones historically have been viewed as two discrete, mutual exclusive cyclone groups.

• Warm SSTs, increased surface fluxes, enhanced convection, enhanced latent heat release & warm-seclusion within extratropical cyclones can blur that once-perceived fine line between tropical and extratropical cyclones.

• Cyclones that have aspects of both tropical and extratropical cyclones are difficult to completely explain by individual development theories.

• Yet, synthesizing tropical cyclone & extratropical cyclone development theories is difficult.

• Cyclone predictability (both numerically and in reality) is likely related to cyclone phase.

• Current diagnosis and forecast methods do not adequately address such a gray area of cyclone development & cyclone transition.

Page 4: A Cyclone Phase Space Derived from Thermal Wind & Thermal Asymmetry

“Conventional” Cyclones

Tropical cyclone

Symmetric warm-core

Low-moderate?

Charney & Eliassen (1964) Kuo (1965) Ooyama (1964, 1969) Emanuel (1986)

Type:

Structure:

Predictability:

Basic Theory:

Extratropical cyclone

Asymmetric cold-core

Moderate-high?

Bjerknes & Solberg (1922) Charney (1947) Sutcliffe (1947) Eady (1949)

Page 5: A Cyclone Phase Space Derived from Thermal Wind & Thermal Asymmetry

Research has shown that the distribution of cyclones is not limited to these two discrete groups.

Tannehill (1938)

Pierce (1939)

Knox (1955)

Sekioka (1956a,b;1957)

Palmén (1958)

Hebert (1973)

Kornegay & Vincent (1976)

Brand & Guard (1978)

Bosart (1981)

DiMego & Bosart (1982a,b)

Billing et al. (1983)

Gyakum (1983a,b)

Sardie & Warner (1983)

Smith et al. (1984)

Rasmussen & Zick (1987)

Emanuel & Rotunno (1989)

Rasmussen (1989)

Bosart & Bartlo (1991)

Kuo et al. (1992)

Reed et al. (1994)

Bosart & Lackmann (1995)

Beven (1997)

Harr & Elsberry (2000)

Harr et al. (2000)

Klein et al. (2000)

Miner et al. (2000)

Smith (2000)

Thorncroft & Jones (2000)

Hart & Evans (2001)

Reale & Atlas (2001)

Page 6: A Cyclone Phase Space Derived from Thermal Wind & Thermal Asymmetry

Example: Separate the 5 tropical cyclones from the 5 extratropical.

Images courtesy NCDC

Page 7: A Cyclone Phase Space Derived from Thermal Wind & Thermal Asymmetry

Non-conventional cyclones: Examples

1938 New England Hurricane

?

940hPa

Pierce 1939

• Began as intense tropical cyclone

• Rapid transformation into an intense frontal cyclone over New England (left)

• Enormous damage ($3.5 billion adjusted to 1990). 10% of trees downed in New England. 600+ lives lost.

• At what point between tropical & extratropical structure is this cyclone at?

Page 8: A Cyclone Phase Space Derived from Thermal Wind & Thermal Asymmetry

Non-conventional cyclones: ExamplesChristmas 1994

Hybrid New England Storm

NCDC

• Gulf of Mexico extratropical cyclone that unexpectedly acquired partial tropical characteristics (Beven 1997)

• A partial eye-like structure was observed when the cyclone was just east of Long Island

• Wind gusts of 50-100mph observed across southern New England

• Largest U.S. power outage (350,000) since Andrew in 1992

• Forecast 6hr earlier: chance of light rain, winds of 5-15mph.

Page 9: A Cyclone Phase Space Derived from Thermal Wind & Thermal Asymmetry

TimeL

Extratropical cyclone

Forecast skill and/or innate predictability (?)

L

Dominant lifecycle?

Transitions?

Tropical cyclone

Hybrid evolution?

Lifecycle Type

Page 10: A Cyclone Phase Space Derived from Thermal Wind & Thermal Asymmetry

Questions• Is it reasonable to expect that there is a continuum of

cyclones, rather than two discrete groups?

• Previous research has suggested such a continuum (Beven 1997; Reale & Atlas 2001)

• How do we describe this continuum objectively & practically?

• By relaxing our current view of all cyclones as only tropical or extratropical, can we gain a better diagnosis & understanding of cyclone development & non-conventional cyclones?

Page 11: A Cyclone Phase Space Derived from Thermal Wind & Thermal Asymmetry

Goal A more flexible approach to cyclone characterization

• To describe the basic structure of tropical, extratropical, subtropical, warm-seclusion, and hybrid cyclones simultaneously using a cyclone phase space leading to…

• Improved, unified diagnosis & understanding of the broad spectrum of cyclones

• Objective classification, improved forecasting & estimation of predictability, more stringent verification.

Page 12: A Cyclone Phase Space Derived from Thermal Wind & Thermal Asymmetry

Method:Characteristic cyclone parameters

Desire cyclone parameters that can uniquely diagnose & distinguish the full range of cyclones

Fundamental parameters that describe the three-dimensional structural evolution of storms:

1) Asymmetry (frontal vs. nonfrontal)

2) Thermal wind (cold vs. warm core)

Page 13: A Cyclone Phase Space Derived from Thermal Wind & Thermal Asymmetry

• Defined using storm-relative 900-600hPa mean thickness field (shaded) asymmetry within 500km radius:

Cyclone Parameter B: Thermal Asymmetry

3160

m32

60mL

Cold Warm

LEFThPahPa

RIGHThPahPa ZZZZB 900600900600

B >> 0: Frontal B0: Nonfrontal

B=100m in this example

Page 14: A Cyclone Phase Space Derived from Thermal Wind & Thermal Asymmetry

Cyclone Parameter B: Thermal Asymmetry

L L L

Developing Mature Occlusion

B >> 0 B > 0 B 0

Conventional Extratropical cyclone: B varies

L L L

Forming Mature Decay

Conventional Tropical cyclone: B 0

Page 15: A Cyclone Phase Space Derived from Thermal Wind & Thermal Asymmetry

Cyclone parameter -VT: Thermal Wind

Z = ZMAX-ZMIN:

isobaric height difference within 500km radius

Proportional to geostrophic wind (Vg) magnitude

Z = d f |Vg| / g where

d=distance between height extrema, f=coriolis, g=gravity

Vertical profile of ZMAX-ZMIN is proportional to thermal wind (VT) if d is constant:

||ln

)(T

MINMAX Vp

ZZ

-VT < 0 = Cold-core, -VT > 0 = Warm-core

500km

ZMIN

ZMAX

e.g. 700hPa height

900-600hPa: -VTL

600-300hPa: -VTU

Page 16: A Cyclone Phase Space Derived from Thermal Wind & Thermal Asymmetry

Cyclone Parameter -VT: Thermal Wind

Warm-core example: Hurricane Floyd 14 Sep 1999

Two layers of interest:

-VTU >> 0

-VTL >> 0

Tropospheric warm core

Page 17: A Cyclone Phase Space Derived from Thermal Wind & Thermal Asymmetry

Cyclone Parameter -VT: Thermal Wind

Cold-core example: Cleveland Superbomb 26 Jan 1978

-VTU << 0

-VTL << 0

Two layers of interest:

Note: horizontal tilt of cyclone is necessarily associated with a strong cold-core structure & is captured well by the method

Tropospheric cold core

Page 18: A Cyclone Phase Space Derived from Thermal Wind & Thermal Asymmetry

Constructing 3-D phase space from cyclone parameters: B, -VT

L, -VTU

A trajectory within 3-D generally too complex to readily visualize

Take two cross sections:

B

-VTL

-VTU

-VTL

Page 19: A Cyclone Phase Space Derived from Thermal Wind & Thermal Asymmetry

Results:

Conventional cyclone “trajectories” through the phase space

Tropical Cyclone: Mitch (1998)

Extratropical cyclone: December 1987 (Schultz & Mass 1993)

Page 20: A Cyclone Phase Space Derived from Thermal Wind & Thermal Asymmetry

Symmetric warm-core evolution:Hurricane Mitch (1998) B Vs. -VT

L

-VTL

B

SYMMETRIC WARM-CORE

Page 21: A Cyclone Phase Space Derived from Thermal Wind & Thermal Asymmetry

Symmetric warm-core evolution:Hurricane Mitch (1998) -VT

L Vs. -VTU

Upward warm core development maturity, and decay.

With landfall, warm-core weakens more rapidly in lower troposphere than upper.

-VTL

-VTU

Page 22: A Cyclone Phase Space Derived from Thermal Wind & Thermal Asymmetry

Asymmetric cold-core evolution: Extratropical Cyclone B Vs. -VT

L

-VTL

B

Increasing B as baroclinic development occurs.

After peak in B, intensification ensues followed by weakening of cold-core & occlusion.

Page 23: A Cyclone Phase Space Derived from Thermal Wind & Thermal Asymmetry

Asymmetric cold-core evolution:Extratropical cyclone -VT

L Vs. -VTU

-VTL

-VTU

Page 24: A Cyclone Phase Space Derived from Thermal Wind & Thermal Asymmetry

Results:

Non-conventional cyclone “trajectories” through the phase space

Extratropical transition: Floyd (1999)

Tropical transition: Olga (2001)

Extratropical transition: Floyd (1999)

(Sub)tropical transition: Olga (2001)

Warm seclusion: Ocean Ranger (1982) (Kuo et al. 1992)

Page 25: A Cyclone Phase Space Derived from Thermal Wind & Thermal Asymmetry

Warm-to-cold core transition: Extratropical Transition of Hurricane Floyd (1999)

B Vs. -VTL

Provides for objective indicators of extratropical transition lifecycle.

Provides for a method of comparison to satellite-based diagnoses of extratropical transition from Harr & Elsberry (2000), Klein et al. (2000)

Extratropical transition begins when B=10m

Extratropical transition ends when –VT

L < 0

-VTL

B

Page 26: A Cyclone Phase Space Derived from Thermal Wind & Thermal Asymmetry

Warm-to-cold core transition: Extratropical Transition of Hurricane Floyd (1999)

-VTL Vs. -VT

U

-VTL

-VTU

Upward warm core development maturity, and decay.

Extratropical transition here drives a conversion from warm to cold core aloft first, then downward.

Page 27: A Cyclone Phase Space Derived from Thermal Wind & Thermal Asymmetry

Cold-to-warm core transition: Tropical Transition of Hurricane Olga (2001)

-VTU Vs. -VT

L

-VTL

-VTU

Tropical transition begins when –VT

L > 0

(subtropical status)

Tropical transition completes when –VT

U > 0

(tropical status)

-VTU Vs. –VT

L

can show tendency toward a shallow or even deep warm-core structure when conventional analyses of MSLP, PV may be ambiguous or insufficient.

Page 28: A Cyclone Phase Space Derived from Thermal Wind & Thermal Asymmetry

Warm-seclusion of an extratropical cyclone: “Ocean Ranger” cyclone of 1982

-VTU Vs. -VT

L

Page 29: A Cyclone Phase Space Derived from Thermal Wind & Thermal Asymmetry

Cyclone phase climatology

• 1986-2000 NCEP Reanalysis (2.5° resolution)– Compared to 1° for operational analyses

• 20 vertical levels

• Approximately 15,000 cyclones

• Domain: 10°-70°N, 120°-0°W

• Some tracking errors for fast-moving cyclones

• Insufficient resolution for TCs poor climatology

Page 30: A Cyclone Phase Space Derived from Thermal Wind & Thermal Asymmetry

15-year cyclone phase inhabitance

Few TCs!

B Vs. -VTL

-VTU Vs. -VT

L

Page 31: A Cyclone Phase Space Derived from Thermal Wind & Thermal Asymmetry

Mean cyclone intensity (MSLP)

within phase space

B Vs. -VTL

-VTU Vs. -VT

L

Page 32: A Cyclone Phase Space Derived from Thermal Wind & Thermal Asymmetry

Mean cyclone intensity change (hPa/6hr) within

phase space

B Vs. -VTL

-VTU Vs. -VT

L

Page 33: A Cyclone Phase Space Derived from Thermal Wind & Thermal Asymmetry

Summary of cyclone types within the phase space

Page 34: A Cyclone Phase Space Derived from Thermal Wind & Thermal Asymmetry

Summary of cyclone types within the phase space

?Polar lows?

Page 35: A Cyclone Phase Space Derived from Thermal Wind & Thermal Asymmetry

Real-time Cyclone Phase Analysis & Forecasting

• Phase diagrams produced in real-time for various operational and research models.

• Provides insight into cyclone evolution that may not be apparent from conventional analyses

• Can be used to aid anticipation of phase changes, especially extratropical & (sub)tropical transition.

• Were used experimentally during 2001 hurricane season.

• Web site: http://eyewall.met.psu.edu/cyclonephase

Page 36: A Cyclone Phase Space Derived from Thermal Wind & Thermal Asymmetry

Multiple model solutions Multiple Phase DiagramsExample: Hurricane Erin (2001)

AVN NGP

UKM

Page 37: A Cyclone Phase Space Derived from Thermal Wind & Thermal Asymmetry

Cyclone Phase Forecasting: EnsemblingConsensus Mean & Forecast Envelope

AVN+NOGAPS+UKMET

Z

A

-VTL

B

C

Page 38: A Cyclone Phase Space Derived from Thermal Wind & Thermal Asymmetry

Phase space limitations

• Cyclone phase diagrams are dependent on the quality of the analyses upon which they are based.

• Three dimensions (B, -VTL, -VT

U) are not expected to explain all aspects of cyclone development

• Other potential dimensions: static stability, long-wave pattern, jet streak configuration, binary cyclone interaction, tropopause height/folds, surface moisture availability, surface roughness...

• However, the chosen three parameters represent a large percentage of the variance & explain the crucial structural changes.

Page 39: A Cyclone Phase Space Derived from Thermal Wind & Thermal Asymmetry

Summary

• A continuum of cyclone phase space is proposed, defined, & explored.

• A unified diagnosis method for basic cyclone structure is possible.

• Conventional tropical & extratropical cyclone lifecycles are well-defined within the phase space.

• Unconventional lifecycles (extratropical transition, tropical transition, hybrid cyclones) are resolved within the phase space.

• Describing and explaining cyclone evolution is not limited to the two textbook examples provided by historic cyclone development theory.

• The phase diagram can be applied to forecast data to arrive at estimates for forecast cyclones evolution, providing guidance for complex cyclones that was otherwise unavailable.

• Objective estimates for the timing of extratropical and tropical transition of cyclones is now possible. (NHC, CHC)

Page 40: A Cyclone Phase Space Derived from Thermal Wind & Thermal Asymmetry

Future Work• Continued use of the phase space to understand complex cyclone

evolutions, including examination of dynamics as phase changes.

• Evaluation of the phase space to diagnose phase transition: tropical and extratropical– Hart & Evans (2002 AMS Hurricanes; Thursday presentation)– Can it be used to anticipate (sub)tropical transition (e.g. Olga 2001)

• Examine the impact of a synthetic (bogus) vortex on the phase evolution– Can phase evolution be used to diagnose when a bogus should be ceased?

• Examine the predictability within phase space: what models are most skilled at forecasting extratropical transition, tropical transition, and phase in general?– Is predictability related to phase or phase change?

Page 41: A Cyclone Phase Space Derived from Thermal Wind & Thermal Asymmetry

Acknowledgments & References• Penn State University: Jenni Evans, Bill Frank, Nelson Seaman, Mike Fritsch

• SUNY Albany: Lance Bosart, John Molinari

• University of Wisconsin/CIMSS: Chris Velden

• National Hurricane Center (NHC): Jack Beven, Miles Lawrence

• Canadian Hurricane Center (CHC): Pete Bowyer

• NCDC for the online database of satellite imagery, NCEP for providing real-time analyses, NCAR/ NCEP for their online archive of reanalysis data through CDC, and Mike Fiorino for providing NOGAPS analyses

Beven, J.L. II, 1997: A study of three “hybrid” storms. Proc. 22nd Conf. On Hurricanes and Tropical Meteorology, Fort Collins, CO, Amer. Meteor. Soc., 645-6.

Harr, P. and R. L. Elsberry, 2000: Extratropical transition of tropical cyclones over the western North Pacific. Part I.: Evolution of structural characteristics during the transition process. Mon. Wea. Rev., 128, 2613-2633.

Klein, P., P. Harr, and R. Elsberry, 2000: Extratropical transition of western north Pacific tropical cyclones: An overview and conceptual model of the transformation stage. Wea. And Forecasting, 15, 373-396.

Kuo, Y.-H., R. J. Reed, and S. Low-Nam, 1992: Thermal structure and airflow in a model simulation of an occluded marine cyclone. Mon. Wea. Rev., 120, 2280-2297.

Pierce, C. H., 1939: The meteorological history of the New England hurricane of Sept. 21, 1938. Mon. Wea. Rev., 67, 237-285.

Reale, O. and R. Atlas, 2001: Tropical cyclone-like vortices in the extratropics: Observational evidence and synoptic analysis. Weather and

Forecasting, 16, 7-34.

Schultz, D. M. and C.F. Mass, 1993: The occlusion process in a midlatitude cyclone over land. Mon. Wea. Rev., 121, 918-940.

Page 42: A Cyclone Phase Space Derived from Thermal Wind & Thermal Asymmetry

Separate the 5 tropical cyclones from the 5 extratropical.

Images courtesy NCDC

Noel (2001)

Floyd (1999)

Unnamed TC (1991)

Gloria (1985)

Michael (2000)

President’s Day Blizzard (1979)

“Perfect” Storm (1991)

Superstorm of 1993

Extratropical Low