Monday, October 7, 2013

Peak Cooling

Most of interior Alaska is now approaching the date at which the climatological average temperature drops most rapidly.  At most interior stations, the peak rate of climatological cooling is about 5-7 °F per week, or up to 1 °F per day.  The map below shows the maximum weekly rate of cooling at each station included in the 1981-2010 daily normals from NCDC.  Based on this data, the COOP station in Woodsmoke has the distinction of the most rapid cooling of any station, at 7.1 °F per week between October 15 and 27.  Woodsmoke is the only station with a weekly cooling of 7 °F or more.  The Aleutian town of Adak, with its extremely maritime climate, has the least rapid peak cooling.



The second map, below, shows the spatial distribution of the date of most rapid cooling; the colors indicate the starting date of the week with peak cooling.  It's interesting to note that in general, the date of most rapid cooling progresses eastward across the state, with most western stations seeing the most rapid seasonal change in early October, while the southeastern interior sees peak cooling in the second half of the month.  I expected to see the peak cooling occur later in the year along the west coast, because of the maritime influence, but in fact it's the other way around: in the more continental locations, there is nothing to keep the temperature from accelerating downward as the sun's strength diminishes.  At least, that's how I interpret the data.


As a point of comparison, it's fun to note that Oymyakon, the notorious pole of cold in Siberia, sees its average temperature drop by 9.4 °F in the week beginning October 18.  The average daily mean drops from 24.6 °F on October 1 to -15.3 °F on November 1... 40 degrees in one month.  Alaska's top competitor in the same period is, again, Woodsmoke, with a drop of 28.1 °F.

Saturday, October 5, 2013

Running Precipitation Total

Fairbanks has been on a precipitation roller coaster ride the last few months. It's been either feast or famine. It has seemed to me that Fairbanks is always running a deficit for precipitation whenever I looked at the daily or monthly climate summary. As it turns out, when looking at a 30-day running average of precipitation, Fairbanks has been in a deficit 59% of the time since January 1st, 2011, and in a surplus 41% of the time. Amazingly, Anchorage has been just the opposite. Since January 1st, 2011, Anchorage's 30-day precipitation total has been in a surplus 64% of the time and in a defect only 36% of the time. Quite a difference.

The chart below shows the 30-day precipitation surplus or deficit for both Anchorage and Fairbanks over the aforementioned time period.


Thursday, October 3, 2013

First Snow Date

Most areas of Northern and Interior Alaska have already received their first measurable snowfall this season. Even the Anchorage Bowl (except the official climate site) had a rare early season snowfall late last month. Looking back through the historical record, I decided to put together a map of average (not 'normal') first measurable snow dates.

For this analysis, a station had to have 15 complete years of snowfall data (July 1 to June 30). The 15 years were not required to be consecutive nor contemporary. It took several iterations of analysis to pin down a methodology that filtered out years with too much missing data. Even still, there are still many instances where data were not entered into the GHCN database properly. Still, the calculated data for most stations appears pretty reasonable. The map shows the results of the interpolation from the 189 stations used in the analysis. A 6-point inverse distance weighted surfacing technique was utilized to smooth out the data for the map. Below the map, is a table of all the dates (unsmoothed). To deal with leap years, I calculated the number of days after June 30th that the first measurable snowfall occurred. The table contains the average of those Julian dates and a conversion to calendar dates. For reference, September 1st is day #63, October 1st is day #93, and November 1st is day #124. (Hopefully the length of the table isn't too distracting. If it is, I will change it.



Elevation (m) Station Name Days after June 30th For First Measurable Snow Date Num of Years
5.2 ADAK 124.2 1-Nov 50
82.9 ALYESKA 119.1 27-Oct 32
39.9 ANCHORAGE FRCST OFC 113.1 21-Oct 15
36.6 ANCHORAGE INTL AP 108.8 16-Oct 60
42.1 ANCHORAGE MERRILL FLD 119.2 27-Oct 41
139.6 ANDERSON LAKE 110.0 17-Oct 27
8.5 ANGOON PWR 136.2 13-Nov 30
26.2 ANIAK AP 102.0 10-Oct 31
33.2 ANNETTE ISLAND AP 145.5 22-Nov 71
28 ANNEX CREEK 122.1 30-Oct 66
21.3 ATTU 132.7 9-Nov 15
13.4 AUKE BAY 127.9 4-Nov 47
6.1 BARANOF 130.8 7-Nov 22
9.4 BARROW POST ROGERS AP 42.5 11-Aug 85
11.9 BARTER ISLAND WSO AP 46.1 15-Aug 40
10.7 BEAVER FALLS 149.1 26-Nov 40
3 BELL ISLAND 135.2 12-Nov 19
38.7 BENS FARM 126.7 3-Nov 26
31.1 BETHEL AP 102.1 10-Oct 84
195.7 BETTLES AP 90.2 28-Sep 62
389.2 BIG DELTA AP 92.1 30-Sep 57
18.3 BIG RIVER LAKES 116.2 24-Oct 19
6.1 CALDER 142.7 19-Nov 19
25.9 CANNERY CREEK 123.5 31-Oct 26
649.8 CANTWELL 2 E 88.5 26-Sep 24
14.9 CAPE DECISION 182.9 29-Dec 15
56.4 CAPE HINCHINBROOK 128.4 5-Nov 20
13.7 CAPE LISBURNE 61.9 30-Aug 20
15.8 CAPE LISBURNE AFS 87.4 25-Sep 17
144.8 CAPE NEWENHAM 100.3 8-Oct 26
71.9 CAPE NEWENHAM AFS 103.1 11-Oct 16
132.3 CAPE ROMANZOF 93.3 1-Oct 24
53.9 CAPE SARICHEF LT STN 131.2 8-Nov 19
27.1 CAPE SPENCER 158.6 5-Dec 15
14.9 CAPE ST ELIAS 146.3 23-Nov 24
280.4 CENTRAL #2b 104.9 12-Oct 29
577.6 CHANDALAR LAKE 94.6 2-Oct 16
548.6 CHICKEN 95.2 3-Oct 15
196 CHITINA 109.6 17-Oct 15
412.7 CHULITNA RIVER 97.6 5-Oct 33
182.3 CIRCLE CITY 103.3 11-Oct 19
262.1 CIRCLE HOT SPRINGS 91.2 29-Sep 40
150.9 CLEAR 4 N 98.2 6-Oct 19
335.3 CLEARWATER 97.0 5-Oct 19
23.8 COLD BAY AP 110.6 18-Oct 62
298.1 COLLEGE 5 NW 94.7 2-Oct 34
182 COLLEGE OBSY 95.4 3-Oct 62
1.5 COLVILLE VILLAGE 72.7 10-Sep 16
153.9 COOPER LAKE PROJECT 122.7 30-Oct 40
114.3 COOPER LANDING 5 W 122.6 30-Oct 30
304.8 COPPER CTR 110.5 18-Oct 16
9.4 CORDOVA M K SMITH AP 125.7 2-Nov 85
7.6 CORDOVA NORTH 127.2 4-Nov 22
13.1 CRAIG 159.5 6-Dec 22
26.2 DILLINGHAM FAA AP 119.9 27-Oct 44
3 DUTCH HARBORb 136.9 13-Nov 44
259.1 EAGLE 100.2 8-Oct 39
151.8 EAGLE RIVER 5 SE 117.2 25-Oct 19
166.7 EIELSON FLD 92.9 30-Sep 47
173.1 EIELSON FLDb 93.4 1-Oct 21
11.6 EKLUTNA PROJECT 110.1 18-Oct 31
15.8 ELDRED ROCK 135.6 12-Nov 22
6.1 ELFIN COVE 131.7 8-Nov 32
58.5 ELMENDORF AFB 105.2 13-Oct 36
131.7 FAIRBANKS INTL AP 92.6 30-Sep 65
458.1 FAREWELL FAA AP 90.8 28-Sep 27
9.1 FIVE FINGER LT STN 165.3 12-Dec 23
99.1 FLAT 106.9 14-Oct 22
39.9 FORTMANN HATCHERY 132.2 9-Nov 18
143.3 FT RICHARDSON WTP 121.4 29-Oct 16
132 FT YUKON 95.9 3-Oct 43
46.6 GALENA AP 95.5 3-Oct 17
288 GILMORE CREEK 97.7 5-Oct 23
13.7 GLACIER BAY 136.4 13-Nov 29
671.2 GLEN ALPS 100.2 8-Oct 33
421.5 GLENNALLEN KCAM 105.2 13-Oct 28
6.1 GUARD ISLAND LIGHT STN 155.8 2-Dec 16
476.1 GULKANA AP 96.5 4-Oct 57
12.2 GUSTAVUS 131.0 8-Nov 44
249.9 HAINES 40 NW 109.3 17-Oct 23
4.6 HAINES AP 126.9 3-Nov 28
53.3 HAINES TERMINAL 150.9 27-Nov 22
304.8 HAYES RIVER 100.6 8-Oct 16
448.1 HEALY 2 NW 96.2 4-Oct 25
6.1 HOLY CROSS 107.4 15-Oct 54
345 HOMER 5 NW 107.4 15-Oct 21
329.2 HOMER 8 NW 107.0 15-Oct 32
156.1 HOMER 9 E 113.8 21-Oct 21
19.5 HOMER AP 119.6 27-Oct 61
39.6 HOONAH 140.4 17-Nov 20
54.9 HOPE 126.5 3-Nov 19
43.6 ILIAMNA AP 117.8 25-Oct 49
388.9 INDIAN MTN AFS 90.7 28-Sep 16
36.6 INTRICATE BAY 116.2 24-Oct 40
52.1 JUNEAU DWTN 151.5 28-Nov 30
15.2 JUNEAU DWTN(b) 142.3 19-Nov 28
4.9 JUNEAU INTL AP 127.7 4-Nov 64
21.3 KAKE 170.1 17-Dec 19
21.3 KASILOF 3 NW 118.4 26-Oct 48
38.4 KENAI 9N 115.2 23-Oct 16
27.7 KENAI MUNI AP 115.3 23-Oct 62
673.9 KENNECOTT 101.1 9-Oct 28
23.2 KETCHIKAN INTL AP 156.5 3-Dec 51
487.7 KEYSTONE RIDGE 86.8 24-Sep 16
19.2 KING SALMON 112.9 20-Oct 77
18.3 KITOI BAY 135.8 12-Nov 41
46 KODIAK 130.1 7-Nov 29
24.4 KODIAK AP 126.6 3-Nov 64
9.1 KOTZEBUE RALPH WEIN AP 97.3 5-Oct 72
19.5 KUPARUK 71.9 9-Sep 25
14.9 LATOUCHE 135.7 12-Nov 25
223.4 LAZY MTN 107.8 15-Oct 23
4.3 LITTLE PORT WALTER 144.4 21-Nov 60
17.4 MAIN BAY 119.9 27-Oct 23
82.9 MANLEY HOT SPRINGS 101.2 9-Oct 45
52.4 MATANUSKA EXPERIMENT FARM 116.7 24-Oct 86
381 MCCARTHY 3 SW 96.0 4-Oct 19
101.5 MCGRATH AP 95.7 3-Oct 73
630.9 MCKINLEY PARK 91.8 29-Sep 76
14 MIDDLETON ISLAND AUTO 141.9 18-Nov 15
312.4 MINCHUMINA 96.1 4-Oct 39
150 MOOSE PASS 3 NW 124.5 1-Nov 22
6.1 MOSES POINT FAA AP 97.8 5-Oct 20
890 NABESNA 94.0 2-Oct 25
109.7 NENANA MUNI AP 102.9 10-Oct 54
4 NOME MUNI AP 101.4 9-Oct 86
144.8 NORTH POLE 94.9 2-Oct 41
9.1 NORTHEAST CAPE 94.9 2-Oct 15
522.1 NORTHWAY AP 89.5 27-Sep 57
34.1 NULATO 101.9 9-Oct 16
402.3 OLD EDGERTON 98.8 6-Oct 22
67.1 PALMER 1 N 109.7 17-Oct 16
65.8 PALMER JOB CORPS 117.8 25-Oct 45
823 PAXSON(b) 84.3 22-Sep 16
3.7 PELICAN 130.6 7-Nov 24
32.6 PETERSBURG 1 135.3 12-Nov 62
20.4 PLANT MATERIALS CTR 116.9 24-Oct 16
6.1 PLATINUM 120.4/td> 28-Oct 15
6.1 POINT RETREAT LT STN 143.5 20-Nov 22
3.7 PORT ALEXANDER 145.3 22-Nov 40
79.2 PORT ALSWORTH 118.3 26-Oct 43
28 PORT HEIDEN 128.8 5-Nov 21
12.2 PORT SAN JUAN 132.3 9-Nov 25
566.3 PUNTILLA 104.8 12-Oct 40
116.1 RAMPART 95.7 3-Oct 27
157.9 SEWARD 19N 117.9 25-Oct 22
129.2 SEWARD 8 NW 107.2 15-Oct 17
6.7 SEWARD AP 131.8 8-Nov 88
694.9 SHEEP MTN CAA AP 99.7 7-Oct 20
37.2 SHEMYA USAF BASE 124.2 1-Nov 39
3 SHISHMAREF 98.6 6-Oct 17
4.3 SITKA AIRPORT 144.6 21-Nov 48
20.4 SITKA MAGNETIC OBSY 144.4 21-Nov 71
10.7 SKAGWAY 136.4 13-Nov 39
45.7 SKWENTNA 108.0 15-Oct 46
668.1 SLANA 105.9 13-Oct 34
704.7 SNOWSHOE LAKE 92.9 30-Sep 35
597.4 SOURDOUGH 1 N 94.9 2-Oct 19
481.6 SPARREVOHN 87.8 25-Sep 21
484 SPARREVOHN MTN AFS 101.3 9-Oct 16
10.7 ST PAUL ISLAND AP 106.9 14-Oct 63
734.9 SUMMIT WSO AP 83.6 21-Sep 34
167.6 SUTTON 1 W 105.3 13-Oct 29
798.6 TAHNETA PASS 91.9 29-Sep 17
106.7 TALKEETNA AP 109.9 17-Oct 76
469.7 TANACROSS 91.8 29-Sep 18
69.2 TANANA CALHOUN MEM AP 100.9 8-Oct 82
293.8 TATALINA 99.2 7-Oct 27
82 TIN CITY 81.6 19-Sep 28
495.3 TOK 95.4 3-Oct 36
481.3 TONSINA 107.0 15-Oct 35
11 TREE POINT LT STN 159.7 6-Dec 29
99.1 TRI NAL ACRES 116.7 24-Oct 16
734.9 TRIMS CAMP 85.5 23-Sep 20
81.1 UMIAT 88.4 26-Sep 28
5.5 UNALAKLEET FLD 101.3 9-Oct 48
144.8 UNIVERSITY EXP STN 103.5 11-Oct 101
29 VALDEZ WSO 109.6 17-Oct 82
7.6 WALES 96.6 4-Oct 46
152.4 WASILLA 2 NE 104.2 12-Oct 15
15.2 WASILLA 3 S 120.5 28-Oct 38
82.3 WHITES CROSSING 118.6 26-Oct 31
307.8 WHITESTONE FARMS 91.8 29-Sep 16
18.3 WHITTIER 118.6 26-Oct 40
62.5 WILLOW WEST 119.9 27-Oct 17
349.6 WISEMAN 94.1 2-Oct 29
17.1 WRANGELL AIRPORT 149.8 26-Nov 70
8.2 YAKATAGA AP 129.1 6-Nov 24
10.1 YAKUTAT STATE AP 122.3 30-Oct 86

Wednesday, October 2, 2013

The PDO in Early Winter

As we move from autumn towards winter in interior Alaska, the phase of the Pacific Decadal Oscillation (PDO) will become a more important influence on the prevailing climate anomalies.  The PDO phase is quite highly correlated with average temperatures from about November through March in interior Alaska, while September is the month with the weakest connection.  The chart below shows that the PDO was negative for most of this summer, returned to near-neutral in early September, and has become more negative again in recent days.  Longer term, the PDO has been predominantly negative since late 2007, after being generally positive from 1976 to 1997.



Much has been written about the influence of the PDO on Alaska climate, but to illustrate the effects here I looked at monthly data for 17 stations from 1950 to 2010.  The maps below show the rank correlation of the monthly PDO index with temperature and precipitation for October through December; note that you should be able to click on the maps individually to bring up full-size versions.  I've used the Spearman rank correlation coefficient rather than the Pearson correlation coefficient, because the Pearson correlation can be badly swayed by outliers and is inappropriate for precipitation, which has a non-Gaussian distribution.

A few points stand out from the maps:

  • The positive correlation with temperature is universal across Alaska, as expected, is stronger in the south as expected, and stronger in November and December than in October (except in the southwest).  Thus a negative PDO phase tended to be associated with colder temperatures in 1950-2010, and a positive phase with warmer.
  • The correlations with precipitation are much smaller but are consistently positive along the south coast in November and December - i.e. a negative PDO favors drier conditions there.  Interestingly, the correlations become negative throughout the interior in December, i.e. a negative PDO is (weakly) associated with wetter conditions.  I did not expect to see this, though perhaps it is common knowledge to some.


October


November


December


The interesting behavior for the interior prompted me to look at the correlation between temperature and precipitation.  I had assumed that the correlation would be positive throughout Alaska in winter, but this is not the case: the map below shows that for the October through December averages, temperature is slightly inversely correlated with precipitation at Fairbanks and Big Delta; in other words, warm Oct-Dec seasons tend to be drier than average, while cold is more associated with wet.  Presumably this has to do with the frequency of a chinook pattern, which is both warm and dry.  Elsewhere in Alaska, wetter Oct-Dec seasons are generally warmer, as expected.


In conclusion: if the PDO phase stays significantly negative through the early winter, then the chance of below-average temperatures will be boosted.  Do we know if the PDO will remain in the negative phase?  No, we don't; but in past years with a significantly negative phase in July and August, the PDO almost always remained negative through the subsequent winter months, and so a negative phase this winter appears to be a good bet.  Note that this idea of a cold early winter is at odds with the analog indication from early snow, which of course means that more research is required!

One last thing to point out is that the influence of the PDO is far from linear even for temperature; the climate frequency distribution changes in interesting ways as the PDO oscillates.  Rick has done some work on this, here for example:

http://weather.arsc.edu/Events/LAWS08/Presentations/Thoman.pdf