1072 MONTHLY WEATHER REVIEW VOLUME 127 A Diagnostic Study of the Flateyri Avalanche Cyclone, 24–26 October 1995, Using Potential Vorticity Inversion SIGURDUR THORSTEINSSON Icelandic Meteorological Office, Reykjavik, Iceland JÓN EGILL KRISTJÁNSSON Department of Geophysics, University of Oslo, Oslo, Norway BJøRN RøSTING The Norwegian Meteorological Institute, Oslo, Norway VIDAR ERLINGSSON Icelandic Meteorological Office, Reykjavik, Iceland GUDMUNDUR FREYR ULFARSSON Department of Civil and Environmental Engineering, University of Washington, Seattle, Washington (Manuscript received 11 December 1997, in final form 23 June 1998) ABSTRACT The evolution of a deep North Atlantic cyclone, which caused devastating avalanches in northwest (NW) Iceland in October 1995, was investigated. As the main tool for this investigation, potential vorticity analysis was used. This allows the quantification and comparison of the roles of different processes that contribute to the cyclone deepening at different stages. Interpretation of potential vorticity inversions and isentropic air trajectories yields the following picture of the cyclone development. The thermal field over the North Atlantic had acquired strong west–east gradients due to a combination of advection of cold air southeastward from a cold cyclonic gyre south of Iceland and advection of warm air northward on the westward flank of a warm anticyclonic ridge over central Europe. A low-level baroclinic wave forming just south of Ireland was rapidly reinforced due to interaction with a descending, highvalue, upper-level potential vorticity anomaly and was isentropically advected from the low south of Iceland. As the wave deepened, diabatic heating in association with the frontal systems became a major source of cyclonic vorticity. Cross sections of the height fields associated with potential vorticity anomalies reveal the baroclinic nature of some of the anomalies. The isentropic trajectory analysis shows strong ascent of warm air taking place over Iceland and thereby explaining the heavy precipitation in NW Iceland. The advection of rather warm, humid air overlying very cold air from a persistent high over Greenland, together with orographic lifting, seems to be responsible for the snowfall that together with heavy winds produced the unusual avalanches in Iceland. 1. Introduction Cyclones developing over the North Atlantic are often at their most intense as they approach Iceland and are therefore an important issue in weather forecasting there. This study is one of a series of studies that seek Corresponding author address: Dr. Sigurdur Thorsteinsson, Icelandic Meteorological Office, Bústadavegi 9, IS-150 Reykjavı́k, Iceland. E-mail: siggi@vedur.is q 1999 American Meteorological Society insight into the roles of physical, dynamic, and topographic factors in determining the behavior of these cyclone life cycles. In the first of these studies, the socalled Greenhouse low of 2–3 February 1991 was investigated through a combination of model simulations, reanalysis of surface observations, and satellite data (see Kristjánsson and Thorsteinsson 1995). In a follow-up paper (Kristjánsson et al. 1999) we returned to the same cyclone, this time investigating the cyclone evolution from the potential vorticity perspective. In this paper, we investigate the explosive cyclone of 24–26 October 1995, which evolved in the region be- JUNE 1999 1073 THORSTEINSSON ET AL. tween the British Isles and Iceland. It caused a series of devastating avalanches in the West Fjord area, northwest (NW) Iceland, including a fatal one at Flateyri, where 20 people died. While this part of the country is frequently hit by avalanches, usually in connection with violent winds from the north (N) or northeast (NE), the timing of this avalanche makes it very exceptional, since in late October there is usually little preexisting snow in the hills. It has been estimated by Jóhannesson and Jónsson (1996) that the return period for such a combination of high winds and heavy precipitation sustained over several days, together with the unusual timing, is of the order of decades to a century. There are reports of a similar cyclone hitting NW Iceland on 26–28 October 1934 (Jónsson 1993). One cause for the enormous snowfall that took place seems to be the extended time that a combination of warm and humid air masses overlying colder northerly winds in lower layers remained over Iceland as the cyclone developed to the southeast (SE) of Iceland and pivoted NW. We have examined the avalanche cyclone using the following potential vorticity (PV) framework. Piecewise inversions of the Ertel potential vorticity (EPV) are performed under nonlinear balance conditions to get a quantitative picture of the role of different mechanisms in the evolution of the cyclone. The method has been described by Davis and Emanuel (1991) and Davis (1992). We first conduct some tests where we show how the total height field can, to a good approximation, be retained by summing up all the portions of the EPV field. Then EPV anomalies are subjectively selected for inversion. In addition, we have investigated the baroclinic nature of the perturbations by studying the threedimensional structure of the perturbation heights obtained by inverting different portions of the EPV field. We carry out three-dimensional isentropic air trajectories to identify what role a preexisting, deep, quasibarotropic low south of Iceland played, that is, how and to what extent it interacted with the baroclinic waves to the east of it, one of which was directly responsible for the avalanche. The EPV inversion methodology of Davis and Emanuel (1991) and Davis (1992) has previously been applied by Davis et al. (1993) and Stoelinga (1996) to extratropical cyclones and by Wu and Emanuel (1995a,b) to tropical cyclone evolution. Both Davis et al. (1993) and Stoelinga (1996) emphasized the crucial role played by latent heating in accounting for the cyclone deepening. In the latter study a careful comparison was carried out of the contributions from different parts of the physical parameterizations as well as dry dynamics. Among questions that we wish to address with the aid of PV inversion, isentropic analysis of PV, and of parcel trajectories are the following. What role did the cyclonic gyre south of Iceland play in preconditioning the environment over the North Atlantic, allowing for the intense cyclonic development that took place? How important was latent heating in the bent-back warm front FIG. 1. Analyzed 300-hPa geopotential height field from Deutscher Wetterdienst at 1200 UTC 23 Oct 1995. in deepening the low and, hence, in producing very strong winds over NW Iceland on 25–26 October? The diagnostic methods used in this study are described in section 2. Section 3 describes the results of applying these methods to the case chosen, giving the time evolution of the various EPV features during the rapid deepening phase of the storm. The conclusions are stated in section 4. 2. Diagnostics using Ertel’s potential vorticity a. Basic equations Here we briefly outline the basic equations of the EPV diagnostic method. More details are given by Davis and Emanuel (1991), Davis (1992), and Kristjánsson et al. (1999). We start by defining Ertel’s potential vorticity (q) as 1 q 5 h · =u, r (1) where r is density, h denotes the absolute vorticity vector, and =u is the three-dimensional gradient of potential temperature. In spherical coordinates, using the Exner function (p) as a vertical coordinate, this becomes q52 1 2 gkp ]u 1 ]y ]u 1 ]u ]u h 2 1 . p ]p a cosf ]p ]l a ]p ]f (2) Here k 5 R/C p 5 0.286, a is the earth’s radius, while l, u denote longitude and latitude, respectively. We now rewrite (2) by introducing a nondivergent streamfunction, C, and geopotential, F, performing a scale analysis, yielding 1074 MONTHLY WEATHER REVIEW VOLUME 127 FIG. 2. ECMWF analysis of 500-hPa geopotential height (solid) and 1000–500-hPa thickness (dashed) at (a) 1200 UTC 24 Oct 1995 and (b) 1200 UTC 25 Oct 1995. q5 [ gkp ]2 F 1 ]2 C ]2 F ( f 1 ¹ 2 C) 2 2 2 2 p ]p a cos f ]l]p ]l]p 2 ] 1 ]2 C ]2 F . a 2 ]f ]p ]f ]p (3) In order to exploit the invertibility principle of EPV (e.g., Hoskins et al. 1985) the nonlinear balance equation is used, that is, 1 2 2 ] ]C ]C ¹ 2 F 5 = · ( f =C) 1 4 , . 2 a cos f ](l, f ) ]l ]f (4) To solve the last two equations, appropriate initial and boundary conditions are needed. The horizontal boundary conditions are given by ]F/]p 5 2u and ]C/]p 5 2u /f. The vertical boundary conditions are given by FIG. 3. Analyzed mean sea level pressure (solid lines) at (a) 1200 UTC on 24 Oct 1995, (b) 0600 UTC on 25 Oct 1995, and (c) 0000 UTC on 26 Oct 1995. The frontal analyses are based on Deutscher Wetterdienst. The shaded areas correspond to EPV $ 15 dPVU on 400 hPa; 1 dPVU 5 0.1 PVU. JUNE 1999 1075 THORSTEINSSON ET AL. FIG. 4. The map shows locations in NW Iceland referred to in the text. The table shows weather conditions at two weather stations. Standard WMO notation is used. the geopotential and the streamfunction. As a first guess we use the geostrophic relation C0 5 F . f (5) We have defined the average as the time mean over the 60 h between 0000 UTC 24 October and 1200 UTC 26 October 1995. The perturbation field is, in turn, decomposed into a sum of n anomalies, through O q. n q9 5 b. EPV anomalies i (8) i51 The potential temperature and potential vorticity fields are decomposed into average fields and perturbation fields as follows: qtot 5 q(l, f, p, t) 5 q(l, f, p) 1 q9(l, f, p, t) (6) utot 5 u (l, f, p, t) 5 u (l, f, p) 1 u9(l, f, p, t). (7) In practice n may be a large number. Most of these anomalies will be small and have little effect. We will look at a few selected anomalies that we believe to be of importance. To take into account the cumulative effect from the rest of the perturbation field we define a residue EPV field as the sum of the anomalies that are left out: O n qres 5 qi , (9) i5N11 FIG. 5. The surface cyclone track (the bold dot gives position every 6 h) and mean sea level pressure (hPa) from 1200 UTC 24 Oct to 1200 UTC 26 Oct 1995. where N is the number of selected anomalies and n is the total number of anomalies in the perturbation field. We now perform piecewise EPV inversions, to obtain geopotential height fields corresponding to the different EPV and u9 anomalies. We have chosen to use an average of the methods, subtraction from total (ST) and addition to the mean (AM), defined by Davis (1992). According to Davis this should give similar results to the fully linearized method (FL). This procedure overcomes the mathematical disadvantages of using the nonlinear EPV, while maintaining the advantage of being more general than the linear quasigeostrophic PV (e.g., Hakim et al. 1996). Hence, we have the following approximate relation: 1076 MONTHLY WEATHER REVIEW VOLUME 127 TABLE 1. Contributions from different control test perturbation fields at 6-h intervals, based on model analysis, to geopotential height (in m) at 900 hPa at the location of the surface cyclone. A 60-h average from 0000 UTC 24 Oct to 1200 UTC 26 Oct was used. Date Time (UTC) 24 Oct 25 Oct 26 Oct 0000 0600 1200 1800 0000 0600 1200 1800 0000 0600 1200 951 994 937 1004 917 1011 886 981 826 936 693 879 653 868 700 895 756 897 767 873 814 854 UPVT LPVT Surface u9T UuPVT 2103 33 11 6 2115 30 18 5 293 26 6 213 239 216 253 6 23 266 237 28 216 2117 235 213 248 2121 246 26 269 283 258 5 273 226 246 27 259 28 238 237 0 29 27 225 Perturbation Error 253 210 262 25 2105 11 2102 6 2114 4 2180 26 2221 6 2205 10 2152 11 2106 1 240 0 Total Mean O F. n Ftot ø Fmean 1 (10) i i51 We invert the residue in (9) to get the residue field: O n Fres 5 Fi . (11) i5N11 We introduce an error field, Ferr , that captures the nonlinearity that is still left in the average of the ST and AM methods. Then we write (10) as OF 1F N Ftot 5 Fmean 1 i res 1 Ferr . (12) i51 In section 3b(1) we will test the validity of relation (10) in our case by examining if the error field in (12) is small. In section 3b(2) we will describe the partition of the EPV and u fields into interesting anomalies and residue. For further analysis we will there partition the residue vertically. c. Grid configuration and data The computations just described have been carried out using data from analyses carried out by the European Centre for Medium Range Weather Forecasts (ECMWF), interpolated onto a High-Resolution Limited-Area Model (HIRLAM) grid (Källén 1996) having 16 vertical levels and a horizontal resolution of 0.58 in a rotated Gaussian grid. The grid area covers most of the North Atlantic and most of western (W) Europe, as well as the NE corner of Canada. These data are interpolated to pressure levels, corresponding to the World Meteorological Organization (WMO) mandatory levels, ranging from 100 to 1000 hPa. EPV is calculated by finite differences at mandatory levels, ranging from 150 to 900 hPa. Potential temperature at 125 hPa (150–100 hPa average) and 950 hPa (1000–900 hPa average) is used for upper and lower boundary conditions, respectively. 3. Piecewise EPV inversions applied to the 24–26 October 1995 cyclone a. Synoptic description During 21–23 October 1995 a cold cyclone was established south of Iceland, as clearly seen on the 300hPa analysis (Fig. 1). The cyclone originally formed in connection with a deep quasi-barotropic low that came to rest near Iceland on 21 October. Figures 2a, b show the 500-hPa height and 1000–500 hPa thickness analyzed for 1200 UTC 24 October 1995 and at 1200 UTC 25 October 1995, while Figs. 3a–c show the analyzed mean sea level pressure field at 18-h intervals starting at 1200 UTC 24 October 1995, together with upperlevel (400 hPa) potential vorticity. Early on, the most important feature is the deep quasi-barotropic low southsouthwest (SSW) of Iceland (Fig. 2a) described above. Due to thermal advection from this low and the high pressure ridge over central Europe, warm and cold air masses were brought close to each other along a zone that stretched from SE Iceland, across and west of Ireland, and toward the NW corner of Portugal, then turning west. We note, for instance, how the 5360-m thickness line (bold) was brought as far south as 458N at 208W, while over Scandinavia that same isoline lay at 678N. Along the strong thermal gradient between the two air masses, there were several baroclinic waves at this point, but only one of them grew into a major cyclone, which eventually caused the avalanche in Iceland. At 1200 UTC 24 October 1995 we estimate the position of the baroclinic wave to be just SW of Ireland (Fig. 3a). Twenty-four hours later, this wave had developed significantly, as it had moved some 2000 km northward (see Fig. 2b). As the wave intensified the thermal advection associated with it was reinforced, and, as seen in Fig. 3b, the cold front swept across Ireland and the British Isles, while the warm air had now reached the east coast of Iceland, with the associated frontal systems already causing heavy precipitation over northern Iceland. The precipitation fell as snow (Fig. 4) over high terrain, and subsequently all the way down to sea level (the elevation of both Bolungarvı́k and Flateyri is only JUNE 1999 1077 THORSTEINSSON ET AL. a few meters above sea level while Thverfjall has an elevation of 752 m). We also note that the high over Greenland contributed to the northeasterly winds over Iceland. Over the subsequent 12 h the intense low SE of Iceland moved slowly northwestward, while the associated frontal systems continued their cyclonic motion, due to the strong vorticity associated with the low (Figs. 3b, c). At 0000 UTC 26 October the cold front had moved well into Scandinavia, while the warm front was now aligned N–S, just north of Iceland. At the same time the high over Greenland was still firm. As a result, very strong northerly winds raged over NW Iceland, at the same time dumping large amounts of snow, due to a combination of frontal and orographic precipitation. The avalanche fell on the town of Flateyri in the West Fjord area, NW Iceland (Fig. 4) at 0300 UTC 26 October. Lowland temperatures in the West Fjords were between 258 and 228C during the period. Sustained mean wind speeds of up to 90 kt were measured on Mount Thverfjall, shown in Fig. 4. The wind and weather conditions shown from Bolungarvı́k are probably characteristic of the lowland weather conditions in this period. We also note from Fig. 5 that the surface cyclone was deepest at 1200 UTC 25 October, that is, about 24–36 h after the formation of the cyclonic wave, which is the same duration as was found for the 2–3 February 1991 cyclone by Kristjánsson and Thorsteinsson (1995). In both cases the cyclonic wave was initiated in a highly baroclinic flow over the North Atlantic and then moved rapidly northward, and later northwestward as it intensified. b. Results from the piecewise EPV inversions 1) CONTROL FIG. 6. The 60-h mean: (a) EPV (in dPVU) at 400 hPa, (b) EPV (in dPVU) at 900 hPa, and (c) lower boundary u (K) at 950 hPa. The shaded areas correspond to (a) EPV $ 15 dPVU and (b) EPV $ 5 dPVU; 1 dPVU 5 0.1 PVU. TEST Before we can use diagnostics from piecewise EPV inversions, we must first show that the total height field can be decomposed into contributions from different portions of the EPV field. For this purpose we run a simple test of the ‘‘null hypothesis’’ that the contributions from the piecewise inversions add up to give the total contribution to the mean. Stated explicitly, we desire to test the null hypothesis H 0 that the error field Ferr is negligible when calculating (12). We define the N selected anomalies such that they cover the whole integration area and then we have by definition that the residue field Fres is zero in (12). We divide the atmosphere into four layers that cover the whole horizontal integration area: the upper-level EPV total field (UPVT) covering 500–250 hPa, the low level EPV total field (LPVT) covering 900–600 hPa, the surface u9 total field (surface u9T) covering 950-hPa u anomalies, and finally, the EPV total field covering 250– 150 hPa and the 125-hPa u total field are combined (UuPVT). 1078 MONTHLY WEATHER REVIEW VOLUME 127 FIG. 7. Perturbation fields associated with 400-hPa EPV (in dPVU, top row), 900-hPa EPV (in dPVU; middle row), and lower boundary u (in K; bottom row). Anomalies are defined as positive values within each rectangle. We have (top row) the anomalies UPV P1 (solid) and UPV P2 (dotted), (middle row) LPV P (solid), and (bottom row) surface u9 P (solid). The shaded areas (top and middle rows) correspond to q9 . 2 dPVU and (bottom row) indicate u9 . 2 K; (left column) 1200 UTC 24 Oct, (middle column) 0600 UTC 25 Oct, and (right column) 0000 UTC 26 Oct. The results are shown in Table 1. The error term is small, indicating the correctness of the piecewise calculations. The error term stems from the nonlinearity of the EPV equation, which despite the ingenious method of Davis (1992), described in the previous section, still affects the results slightly. 2) EPV STRUCTURE AND EVOLUTION Figure 6 shows the time-averaged q and u fields over the 60-h period 0000 UTC 24 October–1200 UTC 26 October 1995. Figure 6a depicts a spiralling tongue of high-EPV air at 900 hPa associated with the cyclonic gyre south of Iceland. With values well in excess of 2.0 potential vorticity units (PVU) in some areas in a 60-h mean, there is strong evidence of a stratospheric intrusion, as is often found to the rear of intense extratropical cyclones (e.g., Shapiro and Keyser 1990). Figure 6b shows the lower-tropospheric time-averaged EPV field, which has less-distinct features, due to the rapid movement of the frontal system, with which this anomaly is mainly associated. Finally, Fig. 6c shows the surface u field which, among other features, clearly illustrates the surface baroclinic zone to the W and NW of the British Isles and the dome of cold air over Greenland. In Fig. 7 we show the evolution of the 400- and 900- JUNE 1999 THORSTEINSSON ET AL. 1079 FIG. 8. EPV cross sections from analysis at (a) 0600 UTC 25 Oct 1995, (b) 1200 UTC 25 Oct 1995, (c) 1200 UTC 25 October 1995, and (d) at 1800 UTC 25 Oct 1995. The line PVU 5 1.5 has been enhanced for clarity. (Locations of cross sections are shown in Figs. 6a,b). hPa EPV perturbation fields and the u9 perturbation field. The EPV anomalies of UPV P1 and UPV P2, LPV P and surface u9 P, are defined as the positive values within the rectangles. The anomalies have been subjectively chosen as the most outstanding features in the EPV and u9 perturbation fields. The main reason that only positive anomalies were selected is that the negative anomalies are typically less intense and less temporally coherent than their positive counterparts. This means that a ‘‘residue field’’ mainly consisting of negative EPV values remains. To further help the analysis we have partitioned the residue into vertical layers that correspond to the layers chosen for the main anomalies. UPV residue is the residue from the 500– 250-hPa EPV perturbation field, LPV residue is the residue from the 900–600-hPa EPV perturbation field, and surface u9 residue is the residue from the 950-hPa u perturbation field. UuPV residue is the combined residue from the 125-hPa u perturbation field and the 250– 150-hPa EPV perturbation field. Because there is no anomaly selected in this upper boundary area the UuPV residue is the contribution from the total perturbation field in these layers. The UPV P1 anomaly (Fig. 7, top row) is always located close to the surface low (see Fig. 5), while UPV P2 is located farther to the south and west and might therefore be expected to exert a smaller influence on the low. The LPV P anomaly (middle row) is mostly aligned with the frontal systems. This anomaly has a small amplitude at the initial time (Fig. 7d), but then grows in the developing phase of the cyclone (Fig. 7e) and has a magnitude of more than 1 PVU at 0600 UTC 25 October (Fig. 7e). Subsequently, this anomaly weakens and has become quite insignificant at 0000 UTC 26 October (Fig. 7f), probably due to the fact that the advection of rather warm, moist air has now been cut off due to the occlusion process. Instead, cold, much-drier air now enters from the north, producing less latent heating. The fact that the observations (Fig. 4) indicate heavy precipitation over NW Iceland at this time suggests that this precipitation is largely orographic and, hence, less organized than in the frontal system seen to the eastnortheast (ENE) and SE of Iceland in Fig. 7e. This explanation is supported by the fact that IR satellite images (not shown) do not indicate very cold cloud tops at this point. Finally, the surface u9 P anomaly (bottom row) represents the tongue of warm air in the warm sector of the cyclone. We note how this air is advected cyclonically in accordance with the movement of the frontal systems (Figs. 3a–c) and how the associated anomaly increases slowly in magnitude from 4 K at 1200 UTC 24 October (Fig. 7g) to 6 K at 1200 UTC 26 October (Fig. 7i). Cross sections through the low center at different 1080 MONTHLY WEATHER REVIEW VOLUME 127 FIG. 10. Trajectories on the 310 K isentropic surface starting at 0000 UTC 24 October and ending in the PV anomaly UPV P2 at 0000 UTC 25 Oct. Height (hPa) of the 310 K surface and winds on the 310 K surface at 0000 UTC 24 Oct are also presented. FIG. 9. Infrared (National Oceanic and Atmospheric Administration channel 4) satellite picture at 1258 UTC 25 Oct 1995. (Obtained from the U.K. University of Dundee.) times (Figs. 8a–d) show many interesting features not revealed by horizontally projected maps. For instance, in the central part of Fig. 8a, we see a lowering of the tropopause in the cold air behind the cold front. At the same time, there is an EPV anomaly of more than 2 PVU at 700–1000 hPa, between 58 and 108W in the same figure, associated with the bent-back frontal system seen over Iceland in Fig. 3b. Six hours later (Fig. 8b) we see indications of a merging between those two anomalies at 88W. The high tropopause to the far right in this figure is associated with the warm air mass over western Europe, while the high tropopause to the far left is related to the relatively warm air north of the occlusion (see Fig. 9). Figure 8c shows the same features from a slightly different angle. The coupling to the upper levels is very distinct in the far right of the figure, but now we have to the left of that (138–208W) a situation with a strong EPV anomaly near 700 hPa and a high tropopause above with low EPV values in the upper troposphere. This is because in this cross section the front is intersected twice, due to its spiral shape (Fig. 9), and the hightropopause air in the warm sector air is undergoing an upslope ascent. One of the most important properties of EPV is its conservation, following an air parcel, in adiabatic, inviscid flow. In the mid- and upper troposphere the flow can often be assumed to satisfy these criteria. With this principle in mind, we have investigated the possible role of EPV advection in the initial stages of the cyclone development. We do this mainly by studying horizontal transport on isentropic surfaces. This corresponds to the first term on the right in the continuity equation for EPV, namely, 12 ]q ] u̇ 5 2 v · =u q 1 q 2 . ]t ]u q (13) The above conservation principle is equivalent to setting the last term of (13) to zero. Figure 10 shows trajectories along the u 5 310 K surface from 0000 UTC 24 October until 0000 UTC 25 October. These trajectories were FIG. 11. Trajectories on the 295 K isentropic surface starting at 0600 UTC 25 October and ending over Iceland at 1200 UTC 25 Oct. Height (hPa) of the 295 K surface and winds on the 295 K surface at 0600 UTC 25 Oct are also presented. JUNE 1999 THORSTEINSSON ET AL. 1081 FIG. 12. (a) The PV anomaly LPV P and winds on the 295 K surface at 0600 UTC 25 Oct. (b) Same as in (a) but now including 12-h trajectories on the 295 K surface ending at 1800 UTC 25 Oct. chosen in such a way that their arrival points are close to the center of the developing cyclone wave. It is seen that the air arriving at this level originates in the deep trough (‘‘cyclonic gyre’’) to the S and SW of Iceland. We also note that the air trajectories are descending from an area of high-EPV values (3–4 PVU) at the 350-hPa level to an area of much lower EPV values (,1 PVU) near the 600-hPa level, suggesting a large positive advection of EPV through the first term on the right of (13). This strongly suggests that the trough S and SW of Iceland may have played a crucial role in initiating the cyclone of interest. The spatial structure of the PV distribution at 1200 UTC 25 October shows a dipole structure W of the surface cyclone center (Fig. 8c). The lower part of the dipole is a pronounced low-level EPV anomaly, its strength being about 2.5 PVU. This anomaly is probably due to the release of latent heat within the ascending low-level flow, which is shown in Fig. 11. This figure presents air trajectories on the 295 K surface and shows the lower-level conveyor belt that rises from 800 hPa, 100 km E of Iceland, and reaches about 600–700 hPa over Iceland 6 h later, as seen in Fig. 11. The ascent mainly takes place over Iceland, explaining the heavy precipitation in NW Iceland. Figure 12a shows the pronounced low-level EPV anomaly on the 295 K surface, near the surface cyclone at 0600 UTC 25 October. Figure 12b shows that the low-level EPV anomaly is advected cyclonically around the cyclone and is located over NE Iceland 12 h later. The trajectories show that such advection of EPV anomalies, probably diabatically produced, takes place. This low-level EPV anomaly is at 1200 UTC 25 October in phase with the upper EPV anomaly, and the associated wind fields are adding to produce very strong winds. Above the region of maximum release of latent heat there is a sink of EPV, which partly explains the low values of EPV aloft in the middle of the cross section shown in Fig. 8c. However, the conveyor belt, which starts at midtropospheric levels, contains low-EPV air. Figure 13 shows trajectories originating over the regions west of the Iberian Peninsula near 408N, 208W, at 0000 UTC 24 October. The flow is depicted on the 310 K surface and starts at 550–600-hPa levels, rising to near FIG. 13. (a) Trajectory starting at 0000 UTC 24 Oct and ending at 1200 UTC 26 Oct; wind on the 310 K surface at 0000 UTC 24 Oct. (b) Trajectory starting at 0000 UTC 25 Oct and ending over Iceland at 0600 UTC 25 Oct; wind on the 310 K surface and the height (hPa) of the 310 K surface at 0000 UTC 25 Oct. 1082 MONTHLY WEATHER REVIEW VOLUME 127 FIG. 14. Contributions to perturbation heights (gpm) at 900 hPa from UPV P1 and UPV P2 (q at 500 to 250 hPa; top row and uppermiddle row, respectively), LPV P (q at 900 to 600 hPa; lower-middle row), and surface u9 P (bottom row). The position of the surface low center is denoted by L; (left column) 1200 UTC 24 Oct, (middle column) 0600 UTC 25 Oct, and (right column) 0000 UTC 26 Oct 1995. JUNE 1999 1083 THORSTEINSSON ET AL. FIG. 15. Contributions to perturbation heights (gpm) at 900 hPa from UPV residual (q at 500 to 250 hPa; top row), LPV residual (q at 900 to 600 hPa; middle row), and lower boundary u residual (bottom row). The position of the surface low center is denoted by L; (left column) 1200 UTC 24 Oct, (middle column) 0600 UTC 25 Oct, and (right column) 0000 UTC 26 Oct 1995. the 300-hPa level N of Iceland, from where it turns eastward as seen in Fig. 13. As for the low-level conveyor belt, the strongest ascent appears to take place over Iceland during the most intense stage of cyclogenesis. Finally, at 1800 UTC 25 October (Fig. 8d), a similar pattern to that of Fig. 8b is seen, except that the lowertropospheric EPV anomaly does not penetrate as far downward, signifying the filling of the low. Another interesting feature here is the low tropopause in the right part of the figure, associated with the cold air that has been advected cyclonically around the low and gradually catching up with the warm air farther to the north and west as the cyclone occludes. 3) CONTRIBUTIONS TO CYCLONE DEEPENING We shall now look at contributions to the 900-hPa geopotential height fields from the four main positive EPV anomalies and the residue in each layer (Figs. 14, 15). Somewhat surprisingly, it is found that UPV P2 has a larger influence on the geopotential field than does UPV P1. In fact we see from Table 2 that by far the largest contribution during the initiation phase of the baroclinic wave (0000 UTC 24 October) comes from UPV P2. This is in contrast to the initiation phase found by Kristjánsson et al. (1999) for the February 1991 cyclone, where the UPV anomaly played a marginal role in the early stages but became more and more important 1084 225 240 0 2104 22 236 26 2150 9 2204 9 6 26 2222 7 229 22 254 16 257 11 259 1 251 4 268 59 248 76 282 56 2146 63 2186 65 29 2292 302 220 2302 264 227 2297 252 229 2290 250 239 2256 247 814 854 767 873 756 897 700 895 653 868 1200 0600 26 Oct 0000 1800 1200 2178 28 212 27 2113 3 2100 5 7 213 2104 10 257 22 259 22 264 11 228 34 2188 71 2136 70 286 70 267 62 234 2224 244 239 2190 226 247 2170 179 220 2205 133 917 1011 886 981 826 936 693 879 25 Oct 0600 0000 1800 1200 6 260 27 6 252 9 222 33 Surface u9 P Surface u9 residue Perturbation Error 230 60 225 58 LPV P LPV residue UuPV residue 221 2240 147 214 2210 122 UPV P1 UPV P2 UPV residue 219 37 937 1004 Total Mean 951 994 24 Oct 0600 0000 Date Time (UTC) TABLE 2. Contributions from different anomalies at 6-h intervals, based on model analysis, to geopotential height (in m) at 900 hPa at the location of the surface cyclone. A 60-h average from 0000 UTC 24 Oct to 1200 UTC 26 Oct was used. MONTHLY WEATHER REVIEW VOLUME 127 as the baroclinic low deepened. We see also that, while UPV P1 has only a very small impact in the area where the surface cyclone is located, all the other three anomalies are significant. The UPV P2 anomaly typically has the largest impact slightly to the rear of the 900-hPa cyclone, while LPV P is the anomaly most nearly in phase with it, although we note a tendency for a larger contribution along the warm front than at the cyclone center, especially at the final time (Fig. 14i). The surface u9 P anomaly contributes significantly to deepening the 900-hPa low in the warm sector. On the other hand, the UPV P1 anomaly seems to be connected with the cyclonic gyre south of Iceland. Looking back at the flow field due to the UPV P1 anomaly (Fig. 14a) we note now that the wind field from this anomaly acts precisely in such a way as to advect the UPV P2 anomaly (Fig. 7a) toward the area of interest. Hence, it appears that the UPV P1 anomaly is largely responsible for the positive EPV advection discussed in the previous paragraph. As mentioned before, this anomaly has little direct impact on the lowlevel flow of the developing cyclone over the British Isles. The interaction between the UPV P1 and P2 anomalies discussed here is an important reminder that care must be taken in inferring simple causal relationships based on instantaneous forcings. Figure 15 shows the contributions from the UPV, LPV, and surface u9 residue fields at 900 hPa. The residue fields contribute significantly to the weakening of the low over the whole time period near the low center (see Table 2). The impact of the UPV residue is largest ahead of the surface cyclone (Figs. 15a–c), which coincides with the position of negative values of UPV (Figs. 7a–c). We suggest that this negative anomaly is caused by warm, relatively low-EPV air rising ahead of the low, in connection with frontal ascent ahead of the cold front [cf. the ‘‘warm-conveyor belt’’ of Browning (1990, Fig. 11)]. Latent heating in the ascending air also contributes to the negative anomaly aloft, that is, above the level of heating. The LPV residue has its largest contribution a few hundred kilometers behind the occlusion (Figs. 15d–f) but also contributes significantly to filling near the low center (Figs. 15d, e). This coincides roughly with the position of the negative anomaly itself, seen in Figs. 7d–f. One factor that presumably contributes to this negative anomaly is shallow convection with associated stratocumulus clouds, since in that case latent heating creates potential vorticity below 900 hPa, while between 900 and 600 hPa, which is where LPV is defined, a negative EPV tendency would occur. The surface u9 residue contributes significantly to the filling in the cold air behind the cold front (Figs. 15g– i). This is due to intense cold advection in this area, which generates a negative surface u9 anomaly. Figure 16 compares the evolution of the UPV, LPV, and surface u9 total fields, also treated in Table 1. We note that the contribution from UPVT is large before JUNE 1999 1085 THORSTEINSSON ET AL. FIG. 16. Time evolution of the UPV, LPV, and surface u9 total fields at the cyclone center. 1200 UTC 24 October but becomes quite small on 25 October, when the surface cyclone is at its deepest. This is because, as shown in Table 2, the UPV residue becomes very influential at this time, hence cancelling the effect of UPV P2 (and UPV P1). The same is not the case with the lower-tropospheric or surface perturbation fields. The contribution from the LPV residue is only about half that of the LPV P anomaly on 25 October, and the surface u9 residue is quite small when compared to the surface u9 P anomaly in this period. The LPV P anomaly contributes significantly at the time when the cyclone is most intense. It follows from Fig. 16 and Table 2 that the main cause of the cyclone deepening is the rapid intensification of LPVT and the increased deepening due to UPVT at 1200 UTC 25 October 1995. The latter may be caused either by vertical propagation of EPV from below, that is, in connection with the ‘‘wrapped-up’’ frontal spiral (see Fig. 9), or by horizontal advection of the UPV P2 anomaly, which, due to the slow movement of the cyclone at this time, allows this anomaly to catch up with the cyclone. Contributions from UPVT and surface u9 P prolong the lifetime of the cyclone, since they are still significant on 26 October, at a time when the contribution from LPVT has all but vanished, as seen in Fig. 7f. 4) BAROCLINIC NATURE OF THE ANOMALIES In order to get a better view of the three-dimensional aspects of the perturbations we shall now study EPV cross sections through the cyclone, perpendicular to the thermal wind. Even though we have relied heavily on PV diagnostics so far in this study, there is no doubt that many aspects of the cyclone development could have been explained quite well using the more traditional, quasigeostrophic theory, including the tendency and omega equations. We have investigated baroclinic aspects of cross sections through the cyclone center that show geopotential height contributions from the different EPV and surface u9 anomalies. In Figs. 17a–f we show NW–SE cross sections near 508N obtained at 1200 UTC 24 October (for locations of cross sections see Fig. 3). First in Fig. 17a the perturbation geopotential height is displayed, showing a westward tilt of the trough with height, as expected in a developing baroclinic wave. Figures 17b–f then show a decomposition of the perturbation height into contributions from different portions of the EPV field. At this time the UPV P2 anomaly is by far the most important one, as was seen in Table 2. Its influence is largest at 300–400 hPa, and from that region a ‘‘trough’’ extends downward and southeastward in the section. Smaller contributions are obtained from the LPV P and surface u9 P anomalies, and both of them are mainly confined to the lower troposphere. Figure 17f displays the sum of the contributions from the upper, lower, and surface residue terms. In Fig. 18a the baroclinic tilt with height is even more distinct than (in section A-B) 18 h earlier (Fig. 17a). As in the previous figure, UPV P1 is negligible, and UPV P2 yields the strongest contribution, but by now the contribution from LPV P has become very prominent, while the surface u9 P anomaly also has a noticeable, though smaller, effect near the surface. This is not surprising, since by now the frontal system has become well developed and the associated warm sector air is also more prominent than before. These features can be explained by referring to the expression for the Rossby penetration height H, which is given by H5 fL . N (14) Here L is the characteristic horizontal dimension of the 1086 MONTHLY WEATHER REVIEW VOLUME 127 FIG. 17. Cross section from A to B in Fig. 3, displaying geopotential height for (a) departure of analyzed values from the mean; EPV anomaly contributions from (b) UPV P1, (c) UPV P2, (d) LPV P, and (e) surface u9 P; and (f ) the upper, lower, and surface residual fields for 1200 UTC 24 Oct 1995. Units: 10 m. system, while N denotes the Brunt–Väisälä frequency. The parameter H is a measure of the vertical scale of the response and of the communication between, for example, upper forcing and low-level response. Thus, in our case we have an upper-level anomaly of large horizontal scale that will therefore produce large effects at the surface, while for our lower-level anomalies, which are of small horizontal scales, the responses are confined close to the lower troposphere as seen in Fig. 18. 4. Conclusions A deep North Atlantic cyclone that caused devastating avalanches in NW Iceland in October 1995 has been investigated, using potential vorticity inversion, following Davis and Emanuel (1991). For the sake of generality, Ertel’s potential vorticity has been used. Due to its nonlinearity it is not clear a priori that contributions to the height field from different sources will add up. However, we have carried out tests (null hypothesis), showing only a small error when all terms have been added. Our investigation suggests that cyclone development was initiated when a preexisting upper-level EPV anomaly began interacting with a baroclinic surface wave south of Ireland on 24 October 1995. This upper-level anomaly was shown to be associated with the descent and isentropic advection of high-valued PV air in con- JUNE 1999 THORSTEINSSON ET AL. 1087 FIG. 18. As in Fig. 17 but cross section from C to D at 0600 UTC 25 Oct 1995. nection with a cold-core, quasi-stationary, quasi-barotropic low south of Iceland. The rapid deepening that followed, as the cyclone moved northward, and later northwestward, was aided by strong latent heating along the occluding warm front. This latent heating has been found to produce low-level EPV along the front and, hence, to contribute strongly to deepening the cyclone. By far the largest negative EPV contributions came from the upper troposphere, partly associated with ascending warm, low-EPV air ahead of the cold front. Analysis of isentropic trajectories show strong warm air ascent over Iceland. The conditions leading to the avalanches can be explained by noting that in addition to frontal precipitation associated with the deep cyclone there was low-level advection of very cold air from a persistent cold high over Greenland. This high contributed to the low temperatures and strong wind field over NW Iceland on 26 October 1995. The results indicate a markedly different evolution from that of the February 1991 cyclone studied by Kristjánsson et al. (1999). In that case low-level baroclinicity and latent heating were the main cyclogenetic processes early on, while the upper-level EPV anomaly became significant in the final deepening phase. However, in the present case, the upper-level EPV feature already contributed strongly at the initial time and was quite crucial for the rapid development that took place on 24 October 1995. There is little doubt that preconditioning was crucial in advecting this air southeastward 1088 MONTHLY WEATHER REVIEW around the cyclonic gyre south of Iceland, hence allowing it to interact with the intense low-level baroclinic zone near Ireland. It seems that this cyclone development has many similarities with that of the ‘‘October cyclone’’ that hit the British Isles in October 1987 (see Hoskins and Berrisford 1988), although in that case the cyclone track lay farther to the south and east than in this case. Acknowledgments. This research was supported by the Students’ Innovation Fund of the University of Iceland and the Science Fund of the Icelandic Research Council. We wish to thank Dr. Christopher A. Davis of NCAR for kindly supplying some of the software for computing the EPV inversions, and Mr. Anstein Foss for providing software for computing trajectories on isentropic surfaces. APPENDIX Glossary EPV Ertel’s potential vorticity. Error Error field. The difference between the total geopotential height field and the sum of the mean geopotential height field and the contributions from all selected anomalies and the residue [see (12)]. LPV P Lower-level EPV positive anomaly. One of the main anomalies used for analysis [see section 3b(2)]. LPV residue Lower-level EPV residue field. Combination of all lower positive and negative EPV anomalies that are not selected for analysis in layers 900–600 hPa. LPVT Lower-level EPV total field, 900–600 hPa. Used for the control test. n Perturbation The total perturbation field Si51 Fi . The sum of the contributions from all anomaly and residue fields. Surface u9T Surface (lower) boundary u9 total field, at 950 hPa. Used for the control test. Surface u9 Surface level u9 anomaly. One of the main anomalies used for analysis [see section 3b(2)]. Surface u9 residue Surface level u9 residue field. Combination of all lower positive and negative u anomalies that are not selected for analysis in the 950-hPa layer. UPV P1 Upper-level EPV positive anomaly 1. One of the main anomalies used for analysis in layers 500–250 hPa [see section 3b(2)]. UPV P2 Upper-level EPV positive anomaly 2. One of the main anomalies used for analysis [see section 3b(2)]. UPV residue Upper-level EPV residue field. Combination of all upper positive and negative EPV anomalies that are not selected for analysis. VOLUME 127 UPVT Upper-level EPV total field, 500–250 hPa. Used for the control test. UuPV residue Upper boundary u and uppermost EPV residue field. The combination of all positive and negative EPV anomalies that are not selected for analysis in layers 250–150 hPa and all positive and negative u anomalies that are not selected for analysis in the 125-hPa layer. In our case this field equals the total field because no anomalies were selected in these layers. 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