FEBRUARY1998 MARTIN 329 The Structure and Evolution of a Continental Winter Cyclone. Part II: Frontal Forcing of an Extreme Snow Event JONATHAN E. MARTIN DepartmentofAtmosphericandOceanicSciences,UniversityofWisconsin—Madison,Madison,Wisconsin (Manuscriptreceived5September1996,infinalform9June1997) ABSTRACT Theproductionofanarrow,heavy,occasionallyconvectivesnowbandthatfellwithinamodestsurfacecyclone on19January1995isexaminedusinggriddedmodeloutputfromasuccessfulnumericalsimulationperformed usingtheUniversityofWisconsin—NonhydrostaticModelingSystem.Itisfoundthatthesnowbandwasproduced by a thermally direct vertical circulation forced by significant lower-tropospheric warm frontogenesis in the presence of across-front effective static stability differences as measured in terms of the equivalent potential vorticity (PV). The sometimes convective nature of the snowband resulted from the development of freely e convectivemotionsforcedbyfrontalliftingoftheenvironmentalstratification. Modeltrajectoriesdemonstratethatastreamofwarm,moistairascendedthroughthetrowalportionofthe warm-occluded structure that developed during the cyclone life cycle. The lifting of air in the trowal was, in thiscase,forcedbylower-troposphericfrontogenesisoccurringinthewarm-frontalportionofthewarmocclusion. This trowal airstream accounts for the production of the so-called wrap-around precipitation often associated withoccludedcyclonesand,inthiscase,accountedforthenorthernthirdoftheheavysnowband. 1. Introduction andBlakely1988),andlargesynoptic-scaleliftingmod- ified by local terrain effects (Dunn 1988). Conceptual WintercyclonesinthecentralUnitedStatesareoften understandingoftheprecipitationdistributioninwinter accompanied by a variety of hazardous meteorological cyclones has also been distilled into a variety of fore- elements including strong winds, subfreezing temper- casting ‘‘rules of thumb.’’ These include thelikelihood atures, freezing rain, torrential rains, and heavy snow. that heavy snow will fall 200–250 km to the leftofthe The explosively deepening cyclones that occasionally track of the associated surface cyclone (NWSFO, Sul- visit this region are nearly always attended by some livan, Wisconsin). This region of a mature cyclone is combination of these conditions (see, e.g., Schneider often the occluded quadrant of the storm. It is not un- 1990; Marwitzand Toth 1993;MassandSchultz1993; common for experienced forecasters to refer to the Hakim et al. 1995). The much more common modest heavy precipitation that often falls in this quadrant of cyclones (i.e., modest as measured in terms of their the storm as ‘‘wrap around’’ precipitation. This term minimum sea level pressure) can also be accompanied indicates that a portion of the cloud and precipitation by dangerous weather. In fact, it is not uncommon for shieldhaswrappeditselfaroundtothewestofthevortex such ‘‘garden variety’’ winter cyclones to be attended center. It also, incorrectly, connotes that precipitation by near-blizzard conditions and resulting heavy snow- falls (Moore and Blakely 1988; Shields et al. 1991; can be horizontally advected to different locations in a Hakim and Uccellini 1992; Funk et al. 1995; Shea and cyclone. Przybylinski 1993). In the 1950s, scientists at the Canadian Meteoro- Previous studies of snowbands in cyclonic storms logical Service developed a conceptual model for the have identified a number of processes responsible for structure of some North American cyclones that they the production of precipitation. Among these are jet termedthe‘‘threefrontmodel’’(Godson1951;Penner streak interactions (Hakim and Uccellini1992),fronto- 1955;Galloway1958,1960).Theyfoundthatthiscon- genesis in the presence of small moist symmetric sta- ceptual model was operationally very useful. A com- bility (Sanders and Bosart1985; Gyakum1987;Moore ponent of this conceptual model (devised by using frontalcontourcharts)wasthetroughofwarmairaloft (trowal), which represented the axis of highest poten- tial temperature (cid:117)ahead of the upper cold front in a Corresponding author address: Dr. Jonathan E. Martin, Dept. of warm-occludedcyclone.Thetrowalwasshowntohave AtmosphericandOceanicSciences,UniversityofWisconsin—Mad- a better correspondence to the sensible ‘‘weather’’as- ison,1225WestDaytonSt.,Madison,WI53706. E-mail:[email protected] sociated with a mature cyclone than was the surface (cid:113)1998AmericanMeteorologicalSociety 330 MONTHLY WEATHER REVIEW VOLUME126 FIG.2.Mapofallcloud-to-groundlightningstrikesassociatedwith thesnowbandinthe24-hperiod0000UTC19Januaryto0000UTC 20January1995.Crossesindicatepositionsofthelightningstrikes. 2. Observations of the snowband From 1800 UTC 18 January until0600 UTC20Jan- uary1995amodestsurfacecycloneaffectedthecentral UnitedStates.Foradetaileddescriptionofthesynoptic evolutionofthiscycloneanditsattendantfrontalstruc- FIG.1.Observed24-hsnowfalltotalsfrom0000UTC19January to0000UTC20January1995.Totalsare given incentimetersand ture, the reader is referred to Part I (Martin 1998). De- arecontouredevery10cmexceptfortheoutermostcontour,which spite the modest nature of the surface disturbance (its representstraceamountsto5cm. sealevelpressureneverfellbelow997hPa),thisstorm was attended by a band of heavy snow that stretched from Tulsa, Oklahoma,tonorthofGreenBay,Wiscon- sin (Fig. 1). Despite the synoptic-scale length of this warm-occludedfront(seePenner’sFig.1).Asamature band (nearly 1100 km), it was only a few hundred ki- cyclone continues to develop, the trowal can be lometers wide. In fact, the half-width of the snowband wrapped cyclonically around the cyclone center and (defined as the lateral distance from the axis of maxi- can end up in the northwest quadrant of the decaying mum snowfall to a point receiving half the maximum storm. The relationship between the trowal and heavy amount)averagedonly63kmalongitsentirelengthand snowbands, although a reasonable and intriguing ex- was locally much narrower in central Missouri. Many tension of prior work, has never been demonstratedin locations affected by this precipitation featurereceived the literature. total snow accumulations from this single event that InPartI(Martin1998),thefrontalstructureandevo- exceeded seasonal climatology. lutionofamodestcyclonethataffectedthecentralUnit- Anadditionalcompellingcharacteristicofthissnow- ed States on 19 January 1995 was described. In the bandwasitsconsiderableconvectivenature,partialev- present paper the extreme snowfall event that accom- idenceforwhichisthedensityofcloud-to-groundlight- panied this storm is examined. A finescale numerical ning strikes associatedwithit(Fig.2).Althoughsnow- model simulation of this cyclone is employed to de- fall accompanied by lightning is not an exceedingly scribe the meso–synoptic-scale dynamic and thermo- anomalous occurrence in the central United States, the dynamic circumstances that conspired to produce this precisefrequencyofoccurrenceandthemeanflashden- recordevent.Insection2observationsofthesnowband sityofsucheventsisunknown.Inadditiontothecloud- are presented. In section 3 we describe the numerical to-ground discharges shown in Fig. 2, in-cloud and model used to simulate this case and verify the precip- cloud-to-cloudlightningwasobservedintermittentlyin itation forecasts made by the model against the obser- southern Wisconsin between 1800 and 2200 UTC 19 vations.Analysisofthemechanismsresponsibleforthe January in association with this event (personal obser- productionofthesnowfallispresentedinsections4and vation). 5. This analysis will include extensive model-basedair Central Missouri was hardest hit by the convective parcel trajectories, which will illustrate the airflow snowfallassociatedwiththiscyclone.Atmanylocations through the precipitation generation regions of the cy- theoccasionalthundersnowfellatratesexceeding2(cid:48)(5 clone. We will discuss the results of this analysis in cm) per hour. As an example of the extremity of this section 6 and offer conclusions in section 7. event in central and southern Missouri a time series of FEBRUARY1998 MARTIN 331 TABLE1.HourlytimeseriesofsurfaceobservationsatSpringfield, Missouri(SGF),from2100UTC18Januaryto2100UTC19January 1995.TemperatureTanddewpointT aregivenindegreesCelsius, d windspeed(SPD)isgiveninmeterspersecond,winddirection(DIR) is given in degrees with 360(cid:56) as north, sea level pressure (SLP) is given in hectopascals, Rand Ssignify rain and snow, respectively, withtheminusandplusindicatinglightandheavyintensities.OVC indicatesovercastskiesandXindicatesobscuredsky. Time T T DIR SPD SLP COV WX d 2100 1(cid:56) 0(cid:56) 020 7.5 1012.6 OVC R(cid:50) 2200 1(cid:56) 0(cid:56) 020 7.0 1012.3 OVC S(cid:50) 2300 0(cid:56) (cid:50)1(cid:56) 020 9.0 1012.1 OVC S 0000 0(cid:56) (cid:50)1(cid:56) 010 8.5 1011.8 OVC S(cid:49) 0100 0(cid:56) (cid:50)1(cid:56) 010 8.0 1011.8 X S(cid:49) 0200 (cid:50)1(cid:56) (cid:50)1(cid:56) 020 8.5 1011.1 X S(cid:49) 0300 (cid:50)1(cid:56) (cid:50)2(cid:56) 360 7.5 1011.1 X S(cid:49) 0400 (cid:50)2(cid:56) (cid:50)2(cid:56) 360 8.0 1010.1 X S(cid:49) 0500 (cid:50)2(cid:56) (cid:50)2(cid:56) 350 9.0 1009.7 X S(cid:49) 0600 (cid:50)2(cid:56) (cid:50)3(cid:56) 360 8.0 1009.1 X S(cid:49) 0700 (cid:50)2(cid:56) (cid:50)2(cid:56) 340 8.0 1007.9 X S(cid:49) 0800 (cid:50)2(cid:56) (cid:50)2(cid:56) 340 8.5 1007.3 X S(cid:49) 0900 (cid:50)2(cid:56) (cid:50)2(cid:56) 340 9.5 1006.6 X S(cid:49) 1000 (cid:50)2(cid:56) (cid:50)2(cid:56) 340 9.5 1006.4 X S(cid:49) 1100 (cid:50)2(cid:56) (cid:50)2(cid:56) 340 9.5 1006.5 X S(cid:49) 1200 (cid:50)2(cid:56) (cid:50)2(cid:56) 330 10.0 1007.0 X S(cid:49) 1300 (cid:50)1(cid:56) (cid:50)2(cid:56) 330 10.0 1008.1 X S FIG.3.Geographiclocationsofthethreegridsusedinthenumeri- 1400 (cid:50)1(cid:56) (cid:50)2(cid:56) 320 10.5 1009.0 X S calsimulationdescribedinthetext. 1500 (cid:50)1(cid:56) (cid:50)1(cid:56) 320 10.0 1009.3 X S 1600 (cid:50)1(cid:56) (cid:50)1(cid:56) 320 10.0 1010.6 OVC S 1700 (cid:50)1(cid:56) (cid:50)1(cid:56) 320 9.5 1011.3 OVC S(cid:50) ried by the model include u, (cid:121), w, and (cid:112) (Exner 11890000 01(cid:56)(cid:56) (cid:50)(cid:50)11(cid:56)(cid:56) 332400 1100..00 11001111..54 OOVVCC SS(cid:50)(cid:50) function);ice–liquidpotentialtemperature(cid:117)il;andtotal 2000 2(cid:56) (cid:50)1(cid:56) 320 10.0 1011.7 OVC S(cid:50) water mixing ratio, as well as the mixing ratios for a 2100 2(cid:56) (cid:50)2(cid:56) 330 8.0 1012.4 OVC variety of precipitation particles. Advectionofthescalarvariablesisaccomplishedusing asixth-orderCrowleyscheme(Trembachetal.1987),and hourly observations from Springfield, Missouri (SGF), the dynamic variables are advected using a second-order isshowninTable1.From0000to1200UTC19January enstrophy-conserving leapfrog scheme (Sadourny 1975). SGFreported13consecutivehoursofheavysnowwith Model physics include a radiation parameterization that nearly zero visibility and wind gusts topping 20 m s(cid:50)1. predictslong-andshortwaveradiativetransferinacloudy Intheend,nearly16(cid:48)(40cm)ofsnowfellatSpringfield. atmosphere(ChenandCotton1983),andapredictivesoil Columbia, Missouri, received a record 19.7(cid:48) (50 cm), modelwithsurfaceenergybudget(TrembachandKessler which forced the closing of the University of Missouri 1985). Liquid and ice processes are represented in the for the first time in 17 years. modelbyanexplicitmicrophysicspackagethatdescribes We now proceed to an analysis of the circumstances the evolution of cloud water, rainwater, pristine crystals, that conspired to produce this extreme snowfall event. snow crystals, aggregate crystals, and graupel (Cotton et This analysis will employ gridded output from a suc- al. 1986; Flatau et al. 1989). A version of the Emanuel cessful numerical simulation of this cycloneperformed (1991) convective parameterization was employed, mod- using the University of Wisconsin—Nonhydrostatic ifiedsuchthattheconvectionequilibrateswiththecyclone ModelingSystem(UW-NMS),whichisdescribedinthe and frontal-scale vertical motion forcing (Tripoli 1996, following section. personal communication). This modification reduces the sensitivity of the parameterization to the amount of con- vective available potential energy (CAPE) by tying the 3. Numerical model simulation releaseofCAPEtothesynoptic-andfrontal-scalevertical To further elucidate the circumstances leading tothe motions. developmentofthesnowband,outputfromanumerical Three grids were used in the simulation. Grid 1 (outer forecast of this cyclone made using the University of grid), grid 2 (middle grid), and grid 3 (inner grid) had Wisconsin—Nonhydrostatic Modeling System (UW- horizontal resolutions of 160 km, 80 km, and 40 km, NMS) is used. UW-NMS is described by Tripoli respectively.Thedatafromgrid3wasusedinthisstudy. (1992a,b). The model employs a two-way interactive, The geographic locations of these grids are shown in moveable nesting scheme, which allows for the simul- Fig 3. taneous simulation of large synoptic-scale forcing as Themodelemployedgeometricheightasthevertical well as frontal-scale forcing. Prognostic variables car- coordinate withdiscretelyblockedouttopographysim- 332 MONTHLY WEATHER REVIEW VOLUME126 themodeldata.Asaresult,thegriddedoutputfromthis simulation will be used to describe the mesosynoptic environment in which the record snowfall that charac- terized this cyclone developed. 4. Forcing of the snowband As noted in the previous section, the snowband that accompanied this modest cyclone was noteworthy for a number of reasons: 1) the snowfall totals were ex- ceptional for the region, 2) the band was characterized by intermittent convection throughout most of its life history, and 3) the band had synoptic-scale length ((cid:59)1100 km) but mesobeta-scale width (especially in terms of its half-width). In this section and the next, a diagnosis of the dynamic and thermodynamic circum- stancesthatledtothedevelopmentandaforementioned FIG.4.UW-NMSmodelpredictedsnowfalltotalsfrom0000UTC characteristics of the snowband will be presented.This 19 January to 0000 UTC 20 January 1995. Labeled and contoured diagnosis will center on the role of frontogenesis in asinFig.1. generatingtherequisiteverticalmotionforprecipitation generation. In the following subsection, frontogenesis ilar to that used in NCEP’s Eta Model. Forty vertical and its relation to the forcing of vertical circulationsis levels were used with the vertical grid spacing of 200 reviewed. minthelowestfivegridlevelswithagradualgeometric stretching(byafactorof1.07)abovesuchthatthenext a. Frontogenesis and vertical circulations 18 levels had an average spacing of 404 m and the top 17 levels had a spacing of 700 m. The model top was Frontogenesis is the time rate of change of the mag- located at 19.2 km. nitude of the potential temperature gradient(Petterssen The model was initialized by interpolating directly 1936).Byvirtueofthewavelikestructureofmidlatitude from the 90.5-km NCEP Eta initialization, which has cyclones, the horizontal flow associated with them al- 50-hPa vertical resolution. Horizontal wind compo- most always contains significant deformation. Elegant nents,geopotentialheight,temperature,andrelativehu- theoreticalworkbySawyer(1956)andEliassen(1962) midity were interpolated horizontally along constant has shown that differential thermal advection in a hor- pressure surfaces to the locations of the model grid izontal deformation field can lead to a thermally direct points. Data were then vertically interpolated to the vertical circulation by increasing the magnitude of the model grid levels. The lateral boundarieswereupdated horizontal temperature gradient and inducing accelera- every 6 h from the Eta gridded forecasts using a Ray- tions in the direction of the thermal wind vector. Such leigh-type absorbing layer. The simulation was initial- differential thermal advection can increase |(cid:61)(cid:117)| (i.e., it ized at 0000 UTC 19 January 1995 and was run for48 canbefrontogenetic).Therefore,whereverthehorizon- h. Only the first 36 h of this two-day run are used in talflowactstoconcentratethehorizontalpotentialtem- this study. Air parcel trajectories were calculatedusing peraturegradient, a thermallydirectverticalcirculation u, (cid:121), and w from the model output, using a forward will likely develop. A 2D version of the Miller (1948) differencing scheme with a time step of 24.5 min. frontogenesis function Asystematicverificationofthemodelsimulationwill d not be presented here. The reader is referred to Martin F (cid:53) |(cid:61)(cid:117)| 2D dt (1998) for comparisons between thesimulationandthe actualobservations.Asfurtherevidenceoftheaccuracy 1 [ (cid:93)(cid:117)(cid:49)(cid:93)u(cid:93)(cid:117) (cid:93)(cid:121)(cid:93)(cid:117)(cid:50) (cid:93)(cid:117)(cid:49)(cid:93)u(cid:93)(cid:117) (cid:93)(cid:121)(cid:93)(cid:117)(cid:50)] ofthissimulation,wepresentinFig.4thesnowfalltotal (cid:53) (cid:50) (cid:49) (cid:50) (cid:49) map from the UW-NMS simulation. A gratifying sim- |(cid:61)(cid:117)| (cid:93)x (cid:93)x (cid:93)x (cid:93)x (cid:93)y (cid:93)y (cid:93)y (cid:93)x (cid:93)y (cid:93)y ilarity exists between Figs. 1 and 4 testifying to the (1) fidelity of the simulation. Although exact agreement does not exist between the observations and the simu- represents the contribution to frontogenesis from the lation(mostnotably,themodelsnowfalltotals,although horizontal deformation. Here, the total derivative is considerable, arenot asextremeastheobservedtotals) d (cid:93) (cid:93) (cid:93) the horizontal dimensions of the band were quite ac- (cid:53) (cid:49) u (cid:49) (cid:121) . (2) dt (cid:93)t (cid:93)x (cid:93)y curatelysimulated.Suchagreementontheprecipitation distributionsuggeststhatthemesoscaledynamicalforc- Calculations of frontogenesis in this paper are made ing of the snowband was also accurately replicated in using (1) employing the total horizontal winds and po- FEBRUARY1998 MARTIN 333 FIG.5.Two-dimensionalfrontogenesisfunctionat1.96kmat(a)0600UTC19January,(b)1200UTC19January,and(c)1800UTC19 January1995.Frontogenesis[K(100km)(cid:50)1day(cid:50)1]islabeledandcontouredevery6K(100km)(cid:50)1day(cid:50)1beginningat6K(100km)(cid:50)1day(cid:50)1. CrosssectionsalongAA(cid:57)in(a)areshowninFig.8;alongBB(cid:57)in(b)areshowninFig.11;andalongCC(cid:57)in(c)areshowninFig.12. tential temperatures from the 40-km simulation of this with the snowfall. Doppler radarreflectivityfromKan- case. Although (1) ignores the modifying effect ofver- sas City, Missouri (MCI), at 0647 UTC 19 January is tical velocity on gradient strength, it more clearly re- shown in Fig. 6. There were two rather distinct bands veals the region and circumstances for the forcing of of precipitation in central Missouri at this time. Band vertical circulations (especially in the middle tropo- 2 was the most intense band with reflectivities in the sphere) than does the traditional Miller (1948) fronto- 35–40-dBZrange,uncommonforsnowfall.Band1was genesis function. It should be noted that when the total further from the radar and beam attenuation may have winds are replaced by the geostrophic winds in (1)and disguiseditsvigor.Itwascertainlyconvectiveinnature (2), the quasigeostrophicfrontogenesisfunction[which as it was associated with cloud-to-ground lightning at involvestheQvector(Hoskinsetal.1978)]isreturned. 0647UTC.Bothbandswereapproximately35kmwide Shown in Fig. 5 is a series of 6-h plots of fronto- andtherewasaspacingofroughly35kmbetweenthem. genesis at 1.96 km from the UW-NMS model simula- Also portrayed in Fig. 6 are the mean isentropes in tion. Although representing only one horizontal level, the2–5-kmlayerasforecastedbytheUW-NMSmodel. Fig. 5 demonstrates that the axis of maximum lower- Thus,thesnowbandsdepictedbytheradarwereoriented tropospheric frontogenesis was consistently coincident nearly parallel to the 2–5-km thermal wind vector at with the position of the snowband. In subsequent sec- thistime.Suchacircumstancesuggeststhatamesoscale tions of the paper, more detailed analysis ateachofthe frontal instability, such as conditional symmetricinsta- indicated times is presented in order to more fully ex- bility (CSI), may have been acting to organize thepre- plain the production of this snowband. This analysis cipitation bands. begins at 0600 UTC 19 January 1995. CSIisa2D,semigeostrophicmesoscaleinstabilityin which both gravitational and inertial buoyancy deter- b. 0600 UTC 19 January 1995 mine the displacement of an air parcel (Bennetts and Moderate to heavy snow was falling over much of Hoskins 1979; Emanuel 1983). Assuming no variation centralandsouthwestMissouriat0600UTC19January. inthealong-shear(front)direction,theverticalandhor- Between 0600 and 0700 UTC, a total of 10 cloud-to- izontalaccelerationsofasaturatedparcelofairaregiv- ground lightning strikes were recorded in association en, respectively, by 334 MONTHLY WEATHER REVIEW VOLUME126 FIG. 6. WSR-88D radar reflectivity at 0647 UTC 19 January 1995 from Kansas City, Missouri (MCI). Reflectivity (dBZ)islabeledandcontouredevery5dBZbeginningat15dBZ.Thindashedlinesare2–5-kmmeanlayerisentropes at0600UTCcalculatedfromthe UW-NMSsimulation.Heavydashedlinesindicatedistinctbandsdesignatedband1 andband2. dw (cid:125) ((cid:117) (cid:50) (cid:117) ) dt eP eE du (cid:125) (M (cid:50) M ). (3) dt P E Here, M is the geostrophic pseudoabsolute momentum defined as M (cid:53) V (cid:49) fx, (4) g where f is the Coriolis parameter and x is positive in the across-shear direction toward warm air. The sub- scriptsPandErefertoparcelandenvironmentalvalues, respectively. Figure 7 shows a schematic cross sectionthroughan environmentsusceptibletoCSI.Insuchanenvironment, a saturated parcel displaced along the slanted path SS(cid:57) wouldcontinuetoaccelerateinthatdirection.Asshown in Fig. 7, the necessary condition for CSI is that the isoplethsof(cid:117) aremoresteeplyslopedthantheisopleths e of M. Bennetts and Hoskins (1979), Emanuel (1983), FIG.7.Schematicverticalcrosssectiondepictinganenvironment Shieldsetal.(1991),andMartinetal.(1992)notedthat susceptibletoreleaseofCSI.Solidlinesareisoplethsof(cid:117).Dashed e for 2D flow this condition is identicalto theequivalent linesareisoplethsof M. Asaturatedparceldisplacedalongslanted path SS(cid:57) will experience the indicated component and resultant ac- potential vorticity (PVe) being negative. Moore and celerationsasdescribedinthetext. Lambert (1993) and McCann (1995) extendedthisidea FEBRUARY1998 MARTIN 335 by performing analyses of PV and noting its utility in to considerable lifting, the relative humidities were, at e delineatingregionssusceptibletoCSI.Finally,itshould best,about80%(Fig.8d).SincereleaseofCSIrequires be noted that an environment that is stable to purely the air to be saturated, this elevated region of CSI was vertical and purely horizontal displacement (as in the likely not released at this time. Importantly, however, schematic in Fig. 7) may still be unstable to slantwise the PV along the same cross section (Fig. 8b) dem- e displacement. onstratesthat,inthenearly2Denvironmentofthewarm Thorpe and Emanuel (1985) performed a modeling front, negative values of PV occur in a similar region e study that physically explained why an environment as the shaded areas of instability portrayed in Fig. 8a. characterizedbyCSImaybeimportantinthegeneration This circumstance will now be related to the observed ofprecipitationbands.Theyshowedthatthecirculation narrowness of the band. The cross section of (cid:117) in Fig. e produced by a given frontogenetic forcing is sensitive 8b demonstrates the presence of a deep moist neutral/ to across-front differences in the slantwise stability—a potentiallyunstablelayeronthewarmsideofthefront. fact implicit in the determinant oftheSawyer–Eliassen The 2D frontogenesisalong AA(cid:57)isshowninFig.8c.A circulation equation. When the slantwise stability is deep layer of substantial frontogenesis was associated loweronthewarm,saturatedsideofthefront(i.e.,when with the warm front at this time. An interestingfeature the PV is lower on the warm side), an intense, hori- inFig.8cisthetworegionsofnegativePV thatstraddle e e zontally restricted updraft occurs in that airmasswhile thefrontogenesisaxis.ForPV tobeareliablemeasure e a gentle, widespread downdraft occurs in the colder, oftheeffectivestaticstabilityofairparcels,theairmust drierairbehindthefront.ThisisbecausethePV ,being be saturated. This condition was met only on thewarm e ameasureoftheeffectivestaticstability,playsananal- side of the front. As a consequence, there was consid- ogous role in the Sawyer–Eliassen equation to that erably less resistance to vertical displacement on that playedbystaticstabilityinthequasigeostrophicomega side of the front. Thus, theory predicts the presence of equation; where the PV is small, the response to fron- an intense, more horizontally restricted updraft on the e togenetic forcing is large, and vice versa. In order for warmsideandaconsiderablylessnoticeabledowndraft massbalancetobemaintainedacrossthefront,thevig- on the cold side. The vertical motion from the model orousupdraftmustbehorizontallyrestricted,leadingto provides exactly that distribution (Fig. 8d) although it itsmanifestationasathin,bandedprecipitationfeature. is not detailed enough to resolve the multiple banded Many studies have suggested that the production of structure observed in Fig. 6. Thus, it is likely that the bandedprecipitationincyclonicstormsresultsfromthis narrowacross-frontdimensionofthesnowbandresulted combination of frontogenetic forcing and an environ- from across-front differences in the effectivestaticsta- mentsusceptibletoreleaseofCSIasdeterminedbythe bility (as measured in terms of PV ) in the presenceof e slope of M and (cid:117) lines (see, e.g., Sanders and Bosart a thermally direct frontogenetic circulation. Although e 1985; Sanders 1986; Moore and Blakely 1988; Martin the absence of saturated regions of CSI in the frontal etal.1992).Itisimportanttonotethatonlytheacross- environment of the simulation seems to suggest that front difference in the effective static stability is nec- release of CSI was not afactor inthe productionofthe essarytoproducenarrowbandsofprecipitationinfron- banded structure shown in Fig. 6, the model resolution tal regions. used in this study precludes making a definitive state- In recent numerical simulations of unforced, hydro- ment regarding the role of release of CSI. static,nonlinearCSI,PerssonandWarner(1993)found Thecircumstancesthatforcedthewidthofthesnow- that explicit resolution of CSI circulationscouldnotbe band do notnecessarilyexplainitsconvectivenatureat achievedathorizontalgridspacingscoarserthan30km. 0600 UTC. A combination of model trajectories and The current study, therefore, cannot offer evidence for real sounding data are now used to explain the devel- theoccurrenceornonoccurrenceofCSIcirculations,or opment of the convective snow. of the structures produced by such circulations, in this case.Instead,inthefollowinganalysesthemodeloutput c. Production of convective snow at will be used to determine whether or not the necessary approximately 0600 UTC condition for CSI, referred to earlier, was found in the frontal environment of this cyclone. Figure 8 presents Figure9isaplanviewoftrajectories,locatedwithin cross sections along line AA(cid:57) in Fig. 5. Shown in Fig. the maximum updraft region along line AA(cid:57) at 0600 8aisthemodel-derivedMand(cid:117) analysesat0600UTC UTC, traced backward to their origins at0000 UTC19 e 19 January. The shaded regions were subjectively de- January.Fortuitously,theseparcelsoriginatedwithin25 termined to be susceptible to CSI by the conventional km of the real sounding site at Little Rock, Arkansas methodofevaluatingslopesofMand(cid:117) isopleths.Con- (LZK). In this section, these three parcels will be in- e siderable portions of the entire shaded area are simply vestigated in an attempt to diagnose the development regions of potential instability (i.e., (cid:93)(cid:117)/(cid:93)z (cid:44) 0),aspe- of the convective snowfall in central Missouri at about e cial case of CSI. The rather limited region of pure CSI 0600 UTC. Parcel1,originallylocatedat869hPa,was (the darker area in Fig. 8a) was located in the 5–8-km lifted to 621 hPa between 0000 and 0600 UTC. Parcel layer.Althoughbetween5and6kmthisairwassubject 2 rose from 801 to 599 hPa and parcel 3 from 729 to 336 MONTHLY WEATHER REVIEW VOLUME126 iseFnItGro.p8e.s(oa)f(cid:117)Cro(Kss),sleacbtieolend,aalnodngcoAnAto(cid:57)uirnedFiegv.e5rya,3ofKM.Daansdhe(cid:117)delfirnoemsatrheeiUsoWpl-eNthMsSofsMimu(mlatsi(cid:50)o1n)alatb0e6l0ed0aUnTdCco1n9toJuarneudareyve1r9y9150.Smolsi(cid:50)d1.liSnhesadaerde e areawassubjectivelydeterminedtobesusceptibletoCSI.DarkestshadedarearepresentsareasusceptibletopureCSI,lightershadedarea representsareaofpotentialinstability.(b)Crosssection,along AA(cid:57)inFig.5a,ofPV and(cid:117) at0600UTC19January1995.Isentropesof (cid:117) labeled and contoured as in Fig. 8a. Shaded area has negative PV;light shading eshows vealuesfrom 0 to (cid:50)0.25 PVU(1 PVU (cid:53) 10(cid:50)6 me2s(cid:50)1Kkg(cid:50)1),darkershadingshowsvaluesof(cid:50)0.25to(cid:50)0.50PVUe.(c)Crosssection,alongAA(cid:57)inFig.5a,of2Dfrontogenesis[K(100 km)(cid:50)1 day(cid:50)1] at 0600 UTC 19 January 1995 labeled and contoured every 6 K (100 km)(cid:50)1 day(cid:50)1. Thicker solid lines outline regions of negativePV depictedinFig.8b.(d)Crosssection,alongAA(cid:57)inFig.5a,ofverticalmotion(cms(cid:50)1)labeledandcontouredevery5cms(cid:50)1. e Solid lines are upward vertical motions and dashed lines are downward vertical motions. Shading shows model relative humidity (RH), labeledinpercentandshadedevery10%fromgreaterthan60%togreaterthan90%withlegendintopleft. 632 hPa during that same time interval. These parcel ity as the model underestimatesthepotentialinstability displacements are taken directly from the trajectory inthatlayer.Theimplicationsofthesesubtledifferences analyses. betweenmodelandobservedsoundingswereexamined The model-derived sounding at the origin of the tra- byapplyingthemodelnetverticaldisplacementstoboth jectories is shown in Fig. 10a. The relative humidity the model and observed soundings for the chosen par- gradually diminishes from near 100% at the surface to cels. For instance, upon lifting parcel 1 assuming the considerably lower values in the middle troposphere. model sounding, a state of deep neutrality is achieved. The actual LZK sounding at 0000 UTC 19 January is Lifting parcel 2 against the model sounding creates a showninFig.10b.SinceLZKwaslocatedinthewarm meager amount of free convection in a shallow layer. sector, where horizontal variations of temperature and Parcel3remainsnegativelybuoyantwhenliftedagainst dewpoint are minimal, its stratification was represen- the model sounding. tative of the stratification along the entire trajectory Whenliftingtheseparcelsagainsttheobservedstrat- paths shown in Fig. 9. With the exception of a weaker ification, the seemingly slight difference between the low-levelinversion,themodelinitializedsoundingfair- model and observed soundings at 800-hPa renderspar- ly well represents the lower-tropospheric vertical tem- cel 2 freely convective upon being lifted to 730 hPa perature profile present in the observations. However, (easilyachievedbythatparcel).Thus,whenairmotions inthe900–800-hPalayer,slightlysmallervaluesofrel- described by the model are made to lift the observed ative humidity in the model sounding have important environmental stratification, free convection is easily consequences for the diagnosis oftheconvectiveactiv- achievedatapproximately0600UTCinthecorrectob- FEBRUARY1998 MARTIN 337 served location. Discretized models cannot avoid ver- tical smearing of information. The verticalsmearingof thermodynamic variables, particularly moisture vari- ables, whichcanexhibitenormousgradientsinthever- tical,canbeofgreatconsequenceinanystudythataims to diagnose moist convective processes. The inability of the model sounding to produce the observed con- vection, itself a result of the model’s inability to rep- licate (or even initialize) existing vertical gradients in moisture, may well have been a contributing factor in its underestimate of snowfall totals, which werepartic- ularly erroneous in central Missouri. d. 1200 UTC 19 January 1995 By 1200 UTC moderate to heavy snow continued in central Missouri while light to moderate snow had in- vadedeasternIowaandnorthwesternIllinois.Themain snowbandwasstillorientedparalleltothe2–5-kmmean isentropes (not shown) and so a similar set of circum- stances, conducive to the forcing of a narrow updraft, existed at 1200 UTC 19 January. For reference,the2D FIG.9.The6-habsolutetrajectoriesofparcelslocatedinthemax- frontogenesis function at 1.96 kmat that timeisshown imum updraft region of Fig. 8d at 0600 UTC traced backward to in Fig. 5b. A noticeable decreasein theintensityofthe 0000 UTC 19 January 1995. Location of Little Rock, Arkansas frontogenesishadoccurredbythistimeasseparatemax- (LZK),isindicated. imadeveloped.Aseriesofverticalcrosssectionsalong line BB(cid:57) in Fig. 5b are shown in Fig. 11. To determine whether or not the environment was susceptible to release of CSI, a cross section ofmodel- FIG.10.(a) PseudoadiabaticdiagramdepictingtheUW-NMSmodelinitializedsoundingat0000UTC19January1995attheoriginof trajectoriesshowninFig.9.TemperatureanddewpointsoundingsareindicatedbyTandT ,respectively.(b)AsinFig.10aexceptobserved d LittleRock,Arkansas(LZK),soundingat0000UTC19January1995. 338 MONTHLY WEATHER REVIEW VOLUME126 uaryFig. nn Jasi 9A 1 Cd) T( U5. 9 09 01 2 1y atuar 5bJan Fig.19 C inUT (cid:57)BB00 ne12 liat ong5b alg. ptFi xcein e(cid:57)B bB 8 g.ne Fili g nn io Asal b)ept (c 5.ex 1998c yg. arFi anuin Js 9A C1(c) UTU. V 00P 127595. at(cid:50)0.19 b y inFig.5(cid:50)0.50to19Januar (cid:57)BmC eBfroUT linues00 alongVvaleat12 ptP5b excesentsFig. 8aprein g.re(cid:57)B FigB Asinshadingline 11.(a)Darkesteptalon F.IG95.exc 9d 18
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