BEAUFORT SEA ICE CONCENTRATION AND THE CLIMATE OF THE ALASKAN NORTH SLOPE

Similar documents
Changes in the climate of the Alaskan North Slope and the ice concentration of the adjacent Beaufort Sea

Strong Temperature Increase and Shrinking Sea Ice in Arctic Alaska

The Significance of the 1976 Pacific Climate Shift in the Climatology of Alaska

North Pacific Climate Overview N. Bond (UW/JISAO), J. Overland (NOAA/PMEL) Contact: Last updated: August 2009

Chapter outline. Reference 12/13/2016

Impacts of Long-term Climate Cycles on Alberta. A Summary. by Suzan Lapp and Stefan Kienzle

THE RELATION AMONG SEA ICE, SURFACE TEMPERATURE, AND ATMOSPHERIC CIRCULATION IN SIMULATIONS OF FUTURE CLIMATE

Assessment of the Impact of El Niño-Southern Oscillation (ENSO) Events on Rainfall Amount in South-Western Nigeria

Winter Forecast. Allan Huffman RaleighWx

Pacific Decadal Oscillation ( PDO ):

Here s what a weak El Nino usually brings to the nation with temperatures:

Introduction to Climate ~ Part I ~

Drought in Southeast Colorado

Extreme Weather and Climate Change: the big picture Alan K. Betts Atmospheric Research Pittsford, VT NESC, Saratoga, NY

Radiative Climatology of the North Slope of Alaska and the Adjacent Arctic Ocean

Satellites, Weather and Climate Module??: Polar Vortex

Regional Outlook for the Bering-Chukchi-Beaufort Seas Contribution to the 2018 Sea Ice Outlook

North Pacific Climate Overview N. Bond (UW/JISAO), J. Overland (NOAA/PMEL) Contact: Last updated: September 2008

Trends in Climate Teleconnections and Effects on the Midwest

2013 ATLANTIC HURRICANE SEASON OUTLOOK. June RMS Cat Response

Exemplar for Internal Achievement Standard. Mathematics and Statistics Level 3

The Northern Hemisphere Sea ice Trends: Regional Features and the Late 1990s Change. Renguang Wu

IMPACTS OF A WARMING ARCTIC

A Report on a Statistical Model to Forecast Seasonal Inflows to Cowichan Lake

Outline: 1) Extremes were triggered by anomalous synoptic patterns 2) Cloud-Radiation-PWV positive feedback on 2007 low SIE

The Arctic Energy Budget

2003 Moisture Outlook

ENSO Outlook by JMA. Hiroyuki Sugimoto. El Niño Monitoring and Prediction Group Climate Prediction Division Japan Meteorological Agency

Presentation Overview. Southwestern Climate: Past, present and future. Global Energy Balance. What is climate?

Colorado s 2003 Moisture Outlook

Local Ctimatotogical Data Summary White Hall, Illinois

ALASKA REGION CLIMATE OUTLOOK BRIEFING. December 22, 2017 Rick Thoman National Weather Service Alaska Region

The North Atlantic Oscillation: Climatic Significance and Environmental Impact

THE PACIFIC DECADAL OSCILLATION (PDO)

ALASKA REGION CLIMATE FORECAST BRIEFING. October 27, 2017 Rick Thoman National Weather Service Alaska Region

Climate Change 2007: The Physical Science Basis

Will a warmer world change Queensland s rainfall?

PRMS WHITE PAPER 2014 NORTH ATLANTIC HURRICANE SEASON OUTLOOK. June RMS Event Response

Freeze-Up Studies of the Alaskan Beaufort and Chukchi Seas: through Coastal Frontiers Corporation Vaudrey & Associates, Inc.

Winter. Here s what a weak La Nina usually brings to the nation with tempseraures:

An ENSO-Neutral Winter

J8.4 TRENDS OF U.S. SNOWFALL AND SNOW COVER IN A WARMING WORLD,

Changes in Frequency of Extreme Wind Events in the Arctic

Global Climate Patterns and Their Impacts on North American Weather

Sea-ice change around Alaska & Impacts on Human Activities

Highlights of the 2006 Water Year in Colorado

ONE-YEAR EXPERIMENT IN NUMERICAL PREDICTION OF MONTHLY MEAN TEMPERATURE IN THE ATMOSPHERE-OCEAN-CONTINENT SYSTEM

Arctic sea ice falls below 4 million square kilometers

Climate Variability. Eric Salathé. Climate Impacts Group & Department of Atmospheric Sciences University of Washington. Thanks to Nathan Mantua

Atmospheric circulation analysis for seasonal forecasting

Today s Lecture: Land, biosphere, cryosphere (All that stuff we don t have equations for... )

Observed Climate Variability and Change: Evidence and Issues Related to Uncertainty

Delayed Response of the Extratropical Northern Atmosphere to ENSO: A Revisit *

Winter Forecast. Allan Huffman RaleighWx

Percentage of normal rainfall for August 2017 Departure from average air temperature for August 2017

Warming after a cold winter will disappear quickly as it did in 2007 By Joseph D Aleo

ALASKA REGION CLIMATE FORECAST BRIEFING. January 23, 2015 Rick Thoman ESSD Climate Services

ALASKA REGION CLIMATE FORECAST BRIEFING. December 15, 2014 Rick Thoman NWS Alaska Region ESSD Climate Services

Drivers of declining sea ice in the Arctic winter: A tale of two seas

ENSO UPDATE By Joseph D Aleo, CCM

US Drought Status. Droughts 1/17/2013. Percent land area affected by Drought across US ( ) Dev Niyogi Associate Professor Dept of Agronomy

Monthly Long Range Weather Commentary Issued: February 15, 2015 Steven A. Root, CCM, President/CEO

Monthly Long Range Weather Commentary Issued: APRIL 1, 2015 Steven A. Root, CCM, President/CEO

Name: Climate Date: EI Niño Conditions

U.S. Outlook For October and Winter Thursday, September 19, 2013

Champaign-Urbana 2001 Annual Weather Summary

L.O Students will learn about factors that influences the environment

Brita Horlings

13.10 RECENT ARCTIC CLIMATE TRENDS OBSERVED FROM SPACE AND THE CLOUD-RADIATION FEEDBACK

ENSO Cycle: Recent Evolution, Current Status and Predictions. Update prepared by Climate Prediction Center / NCEP 11 November 2013

World Geography Chapter 3

LONG-TERM FAST-ICE VARIABILITY OFF DAVIS AND MAWSON STATIONS, ANTARCTICA

Impacts of Climate on the Corn Belt

SEA ICE PREDICTION NETWORK (SIPN) Template for Pan-Arctic Sea Ice Outlook Core Contributions August 2015 Report

The Climatology of Clouds using surface observations. S.G. Warren and C.J. Hahn Encyclopedia of Atmospheric Sciences.

The Atmospheric Circulation

Accelerated decline in the Arctic sea ice cover

Relationship between atmospheric circulation indices and climate variability in Estonia

Sierra Weather and Climate Update

Mid-season Storm Surge Update: December, 2013

Climate of Alaska: Past, Present and Future

ALASKA REGION CLIMATE OUTLOOK BRIEFING. November 17, 2017 Rick Thoman National Weather Service Alaska Region

The U. S. Winter Outlook

Weather and Climate of the Rogue Valley By Gregory V. Jones, Ph.D., Southern Oregon University

Polar Portal Season Report 2013

Arctic Climate Change. Glen Lesins Department of Physics and Atmospheric Science Dalhousie University Create Summer School, Alliston, July 2013

Champaign-Urbana 2000 Annual Weather Summary

Climate changes in Finland, but how? Jouni Räisänen Department of Physics, University of Helsinki

Assessing the impact of Arctic sea ice variability on Greenland Ice Sheet surface mass and energy exchange

ENSO Cycle: Recent Evolution, Current Status and Predictions. Update prepared by Climate Prediction Center / NCEP 5 August 2013

ENSO Cycle: Recent Evolution, Current Status and Predictions. Update prepared by Climate Prediction Center / NCEP 25 February 2013

Climate Variability and Change Past, Present and Future An Overview

Influence of changes in sea ice concentration and cloud cover on recent Arctic surface temperature trends

The importance of long-term Arctic weather station data for setting the research stage for climate change studies

The Climate of Payne County

The Climate of Bryan County

The Climate of Marshall County

What makes the Arctic hot?

Analysis of Historical Pattern of Rainfall in the Western Region of Bangladesh

particular regional weather extremes

Transcription:

Ice in the Environment: Proceedings of the 16th IAHR International Symposium on Ice Dunedin, New Zealand, 2nd 6th December 2002 International Association of Hydraulic Engineering and Research BEAUFORT SEA ICE CONCENTRATION AND THE CLIMATE OF THE ALASKAN NORTH SLOPE G. Wendler 1, B. Moore 1, J. Curtis 2 and M. Stuefer 1 ABSTRACT Temperature and sea ice concentration measurements indicate a significant climate change in recent decades in the Western Arctic. Western Arctic temperatures have increased; the temperature rise varies significantly from one season to another and over multi-year time scales. At the same time the sea ice concentration has decreased in our investigation area extending over a major portion of the southern Beaufort Sea. We investigated changes during the 23 years period from 1972 to 1994. During this time period the temperature increased by 1.1 C, while the mean sea ice concentration in our area of interest decreased from 88 % to 82 %. The coefficient of variation between mean annual values of temperature and sea ice concentration was 0.48. Variation coefficients between winter temperatures and the sea break-up in summer gave lower values. Strong deviations from the relationship between temperature and sea ice concentration were experienced when the atmospheric circulation was unusual, as expressed through atmospheric indices as the Pacific Decadal Oscillation, NINO 3.4 and the Western Pacific Oscillation. INTRODUCTION The climate on planet Earth is not constant and changes with time have occurred long before human beings had an influence on the climate. However, during the last century, a substantial warming has been experienced to which human activity on Earth has contributed (IPCC, 2001). There have been a great number of studies, both observations and modeling efforts and the vast majority of these show that this change is especially pronounced in polar and sub-polar regions (e.g. Walsh and Chapman, 1990; Weller et al., 1995; Tao et al., 1996). Changes are not limited to temperature as other climatological parameters such as snow cover (e.g. Brown, 2000; Warren et al., 1999), precipitation (e.g. Dai et al., 1997), atmospheric dynamics (e.g. Latif et al., 1996; Overland et al., 1999) and sea ice concentration (e.g. Chapman and Walsh, 1993) have seen change. In the present study we investigate temperature changes on the North Slope of Alaska and relate these to sea ice concentration changes in the adjacent Southern Beaufort Sea. 1 Alaska Climate Research Center, Geophysical Institute, University of Alaska, Fairbanks 2 State Climatologist, University of Wyoming, Laramie

We chose the ocean area between 70 and 72 N, and 142 to 152 W, about an area of 200 km by 340 km in extent (Fig.1). The time period is 1972 1994; we tried to extend the time series to 2001, however, the algorithms used to obtain ice concentrations were changed, and hence such an extension was statistically not warranted. TEMPERATURE CHANGE The western Arctic experienced a temperature increase during the 20 th century (Wallace et al., 1996; Osterkamp and Romanovsky, 1999), a result in agreement with most GCM studies. In general, this increase was most pronounced during the winter season, again a result which is correctly modeled. The amount of temperature increase is dependent on the time period chosen (Curtis et al., 1998), and is by no means uniform during the 20 th century, an indication that such an annual trend cannot be solely explained on the basis of an anthropogenic effect resulting from the increase of the greenhouse gases in the atmosphere. More complicated feedback mechanisms involving surface albedo changes and cloud-radiative and dynamical interactions associated with changes in circulation also contribute to the temperature variation (Wendler et al., 1981; Zhang et al., 1996; Stone, 1997). When considering Alaska, the temperature increase was especially strong on the North Slope of Alaska (Stafford et al., 2000). Figure 1: Map of the western Arctic. The study area in the southern Beaufort Sea off the coast of Northern Alaska is framed. Note also the location of Barrow and Barter Island. Figure 2 shows the mean annual temperatures of Barrow and Barter Island for the 23 year time period, for which we have detailed sea ice observations. The first class weather station was discontinued at Barter Island at the end of 1988, hence, this time series is shorter. It can be seen that both stations show a temperature increase, and in general, the two stations follow each other quite well; the correlation coefficient of 0.89 is calculated for the annual temperature values of the two stations. The best linear fit was applied to the data points of Barrow; from this a temperature increase of 1.1 C can be found for the 23 year time period. Data from Barter Island would have resulted in slightly higher temperature increase. The Alaskan values were compared to high latitude stations in Canada (Curtis et al., 1998), and a similar trend was observed for these stations, indicating that such a temperature increase with time is not a local effect of the North Slope of Alaska.

SEA ICE CHANGE We were able to analyze systematically the area in the southern Beaufort Sea using a portion of the international Sea Ice Grid (SIGRID) produced by National Ice Center. Weekly sea ice concentration consisting of 0.25 latitude by 0.50 longitude grids derived from satellites for the period 1972 1994. We limited our study to the coastal Beaufort Sea, which was outlined in Fig.1. We chose an area somewhat East of Barrow, as Barrow is located at the most northerly point of Alaska, where the Beaufort and Chukchi Seas meet. Not only the climatic conditions at Barrow, but also the sea ice dynamics in either ocean will influence the ice conditions off Barrow, making the situation here more complex. There are a total of 164 sea ice data grid points. -9-10 Barrow Barter Island Temperature (ºC) -11-12 -13-14 -15-16 1972 1974 1976 1978 1980 1982 1984 1986 1988 1990 1992 1994 Year Figure 2: Mean annual temperatures for Barrow and Barter Island. In Figure 3 the mean ice concentration is presented as function of season and year. It can be seen that the ice concentration is high for most of the year. From week 44 (beginning November) to week 24 (end of June) ice concentrations below 95 % are rare. However, below normal ice concentration can be found during any time of the year. Only in July, August, September and October are low ice concentrations observed. Figure 3: Temporal isoplete presentation of the mean ice concentration of the study area. In the last decade of the observational period more open water has occurred than in the previous one.

Table 1: Monthly sea ice concentration (%) and its change (% per year) from 1972 to 1994 assuming the best linear fit for the Southern Beaufort Sea. JAN FEB MAR APR MAY JUN JUL AUG SEP OCT NOV DEC YEAR % 97.2 98.0 98.4 98.2 97.4 95.1 81.3 55.4 34.8 70.1 94.9 96.6 84.8 % 0.01 0.11 0.14 0.13 0.10 0.17 0.83 0.86 0.14 0.97 0.25 0.01 0.32 The mean annual course for the whole area is presented in Table 1. It can be seen that the winter last about 8 months, with mean ice concentrations around 95 % or above. The summer is short. Only in July does the ice pack starts to disintegrate, reaching the lowest ice concentration in September with 34.8 %, increasing in October to 70.1 % and reaching winter values again in November. In the last line of the table the changes in percent per year are presented on a monthly basis. To obtain these values the best linear fit was applied to the data. All monthly values with the exception of January showed a decline in ice concentration, and even the small increase in January is due to a singular event in 1974. The change in the ice concentration for the winter months is much more modest when compared to the summer. In winter decreases of around 0.1 percent per year are observed, which results in a total change of less than 3 % for the 23 year study period. In July, August and October, large changes have occurred with values of close to 20 % for the 23 year time period. Interesting to note is the relatively small change in September. This month displays the lowest ice concentration, hence, large absolute changes are more difficult to occur; this fact alone is hardly sufficient an explanation. Stone et al. (2001) showed that the snowmelt season does occur earlier at Barrow. Half a century ago it occurred most frequently around middle June, while now it happens very late May or very early June. There are, of course, large variations from year to year. The earlier snowmelt should not only occur on land, but also on the adjacent sea. However, the sea ice concentration in the Southern Beaufort Sea has not changed much in May or June, but a strong decrease in ice concentration occurred in July. This could be a delayed reaction to the earlier snowmelt; after the snow had melted, it will take still some time until the sea ice disintegrates. Variations from year to year are large. In general it can be seen from Table 1 that the amount of low ice concentration and/or open water has increased in the investigated area in the Southern Beaufort Sea over the years. This is pronounced for the summer and fall months, but less change has occurred during the rest of the year. In Figure 4 the mean annual values, which were obtained by integrating values shown in Figure 3, are presented. A large amount of inter-annual variation can be seen. The highest ice concentration was observed in 1975 with 94 %, the lowest in 1993 with 70 %. In general, a decrease in ice concentration can be observed which has a confidence level of just below 90 %. The best linear fit to the data points indicates a decrease from 88 % to 82 % mean ice cover for the 23 year time period of observations. This is a substantial decrease for the relative short time period. Changes in the near coastal area were very similar to those of the whole area, indicating that the decrease in sea ice was fairly uniform. However, the near coastal area has a lower ice concentration in the summer season (July, August, September) and slightly higher concentrations for the winter months (November through May). In general, the observed sea ice concentration decrease in the Western Arctic is in agreement with observations in other arctic and subarctic regions (Chapman and Walsh, 1993; Walsh et al., 1996; Maslanik et al., 1999).

Figure 4: Mean annual ice concentration in the southern Beaufort Sea. The line represents the best linear fit of the annual data points. CLIMATE SEA ICE INTERACTIONS. In Figure 5 the mean annual sea ice concentration of our study area in the Southern Beaufort Sea is plotted against the mean annual temperature of Barrow and Barter Island. It can be seen in general that cold years are those with above normal ice amount, while warm years show on average a below normal amount of sea ice. A coefficient of variation (r 2 ) of 0.48 results for the whole test area, and a slightly improved coefficient of variation of r 2 = 0.55 (not shown) is obtained for the ice concentrations closest to the coastline of our test area. Figure 5: The mean annual temperature of Barrow and Barter Island is plotted against the mean annual sea ice concentration in the Southern Beaufort Sea. Note, that in general warm years have below normal ice concentrations. The circle shows the normal mean annual temperature of Barrow versus the mean annual sea ice concentration (1972 1994).

Statistical measures, of course, do not give a causal relationship. Above normal temperature in summer will lead to accelerated ice decay, but, on the other hand, open water or thin ice in winter will increase the heat flux from the ocean to the atmosphere, which should result in a warming of the coastal area. The situation is further complicated by weather situations, sea ice dynamics and the position of the coastline. In general, southerly winds will advect air with above normal temperatures, but also tend to push the ice away from the coastline, as long as these winds are of certain strength and duration. Northerly winds will result in the opposite effect. The relationship between ice concentration and temperature on a seasonal basis was analyzed (not shown). Though it can be assumed that during cold winters thicker ice forms, and hence the decay in summer might be delayed, no improved correlation coefficients were found (Table 2). Indeed, for all seasons with the exception of fall, the relationship was less well established. In fall, especially in September and October, similar values as those for the whole year were found. Table 2: Correlation coefficients (r) between winter temperatures (January to May) and ice concentration during the summer months (June to September) for the Southern Beaufort Sea. Total Area Coastal Area June 0.23 0.04 July 0.28 0.40 August 0.35 0.29 September 0.33 0.29 Low correlation coefficients were found; the reason might be due to: The growths of the sea ice in winter will not only be a function of the temperature, but will also depend on the snowfall. A substantial snowfall early in the season will tend to insulate the atmosphere from the ocean and hinders the growth of the sea ice, and vice versa. Ice dynamics play a major role. The ice formed in the near coastal region of the Beaufort Sea in winter will have moved by summer and ice formed under different climatic conditions will have been advected. The highest correlation coefficient was found between winter temperature and the sea ice decay in the near coastal region in July. In the near coastal region more landfast ice is found, which is less affected by ice dynamics. Further, we correlated the annual values of the sea ice concentration with different annual mean values of atmospheric indices; the findings are presented in Table 3. There have been a great number of publications on this subject, and we present here only a selected number of references (Trenberth and Hurrell, 1994; Latif and Barnett, 1996; Mantua et al., 1997; Zhang et al., 1997; Brown, 2000). The correlation coefficients were significant at the 95 % confidence level with NINO 3.4, and only slightly lower confidence levels were obtained for the Pacific Decadal Oscillation and the Southern Oscillation Index; all other indices did not give significant correlation. In Fig. 5 there are two data points, which deviated far from the expected relationship with temperature, both showing sea ice concentrations far below the expected values with a mean annual value of 70 % (1993) and 71 % (1987). Looking at these two years

specifically, it should be noted that in 1987 the Pacific Decadal Oscillation (PDO), the NINO 3.4 and the Western Pacific Oscillation (WP) have all their maxima for the 23 years time period. Further, for 1993 the PDO and the WP have very high positive values. Table 3: Correlation coefficients between the sea ice concentration in the Southern Beaufort Sea and different atmospheric indices. Atmospheric Index Correlation coefficient (r) Pacific Decadal Oscillation 0.37 NINO 3.4 0.42 Southern Oscillation Index 0.40 Quasi-Biennial Oscillation 0.04 Western Pacific Oscillation 0.30 North Atlantic Oscillation 0.07 Arctic Oscillation 0.05 We analyzed the frequency of storms in the area, a storm being here defined as wind speeds in excess of 30 knots at Barrow. A total of 54 storms were observed during the 23 year time period. It can be clearly shown, that the frequency of such storms increased substantially towards the end of the observational period. These storms occur most frequently in fall when Northern Alaska already has cooled, but the Beaufort Sea is still partly ice free or covered with thin ice. A secondary less pronounced maximum has been observed in February, which is the coldest month at Barrow. These storms can form coastal polynyas, if the wind direction is offshore. However, with one exception, these polynyas were not very wide, typically in the 10 km range. Such width agrees with model calculations after Pease (1987). CONCLUSION Temperature has increased along the shore of Northern Alaska during the last decades, and the sea ice concentration in the adjacent Beaufort Sea decreased. This decrease in sea ice concentration was specifically pronounced in summer. Annual mean values of atmospheric indices such as the NINO 3.4, SOI or PDO correlated significantly with the mean annual sea ice concentration in the Southern Beaufort Sea during our observation period 1972 to 1994; however annual mean values of other atmospheric indices describing the local atmospheric condition of the Beaufort Sea and adjacent geographic regions showed no correlation with the investigated sea ice concentration. ACKNOWLEDGEMENT This study was supported by CIFAR, NOAA, and by grant a State of Alaska grant to the Alaska Climate Research Center, University of Alaska, Fairbanks. Michael Robb and Brian Hartmann helped with the data reduction; to both our thanks. We would also acknowledge our collaborators from NOAA in Boulder, namely E. Dutton, R. Stone and J. Harris and the National Ice Center (NIC) for providing ice concentration data. Special thanks also to the anonymous reviewer of this paper. REFERENCES Brown, R. Northern hemispheric snow cover variability and change, 1915 97. J.

Climate 13: 2339 2355 (2000). Chapman, W. and Walsh, J. Recent variations in sea ice and air temperature at high latitudes. BAMS 74: 33 48 (1993). Curtis, J., Wendler, G., Stone, R. and Dutton, E. Precipitation decrease in the western Arctic, with special emphasis on Barrow and Barter Island, Alaska. Int. J. Climatol., 18: 1687 1707 (1998). Dai A., Fung, I. and Genio, A. Surface observed global land precipitation variations during 1900 1988. J. Climate 10: 2943 2962 (1997). IPCC. Climate Change 2001: Impact, Adaption, Vulnerability. WMO/UNEP, CUP (2001) 1032p. Latif, M. and Barnett, T. Decadal climate variability over North America: Dynamics and predictability. J. Climate 9: 2406 2434 (1996). Mantua, N., Hare, Zhang, Y., Wallace, J. and Francis R. A Pacific interdecadal climate oscillation with impact on salmon production. BAMS 78: 1069 1079 (1997). Maslanik, J., Serreze M. and Agnew, T. On the record reduction in western arctic sea ice cover in 1998. Geophys. Res. Letters 26: 1905 1908 (1999). Osterkamp, T. and Romanovski, V. Evidence for warming and thawing of discontinuous permafrost in Alaska. Pertmafrost Periglacial Proc. 5: 137 144 (1999). Overland, J., Adams, J. and Bond, N. Decadal variability of the Aleutian Low and its relation to high-latitude circulation. J. Climate, 12/5: 1542 1548 (1999). Pease, C. The size of wind-driven coastal polynyas. J. Geophys. Res. 92: 7049 7059 (1997). Stafford, J., Wendler G. and Curtis, J. Temperature and precipitation of Alaska: 50 year trend analysis. Theor. Appl. Climatol. 67: 33 44 (2000). Stone, R. Variations in arctic air temperature in response to clous-radiative and dynamical interactions. J. Geophys. Res. 102 (D18), (1997) 21769 21776 Stone, R., Dutton, E., Harris, J. and Longenecker, D. Earlier spring snow melt in Northern Alaska as an indicator of Climate change. J. Geophys. Res. 107(D10) (2002) Tao, X., Walsh, J. and Chapman, W. An assessment of global climate model simulations of Arctic air temperatures. J. Climate, 9/5: 1060 1076 (1996). Trenberth K. and Hurrell, J. Decadal atmosphere-ocean variations in the Pacific. Climate Dynamics 9: 303 319 (1994). Wallace, J., Zhang, Y. and Bajuk, L. Interpretation of interdecadal trends in Northern Hemisphere surface air temperature. J. Climate 9/2: 249 259 (1996). Walsh, J., Tanaka, H. and Weller, G. Wadati conference on global change and the polar climate. BAMS 77: 237 250 (1996). Walsh, J. and Chapman, W. Short-term climatic variability of the Arctic. J. Climate, 3/2: 237 250 (1990). Warren, S. G., Rigor, R., Untersteiner, N., Radionov, V., Bryazgin, N., Aleksandrov, Y. and Colony, R. Snow depth on Arctic sea ice. J. Climate 12/6: 1814 1829 (1999). Weller, G., Lynch, A., Osterkamp, T. and Wendler, G. Climate change and its effects on the physical environment of Alaska. In Proceedings of the Arctic Science Conference, Fairbanks, Alaska (1995) 5 13. Wendler G., Eaton F. and Ohtake, T. Multiple reflection effects on irradiance in the presence of Arctic Stratus Clouds. J. Geophys. Res. 86(63): 2049 2057 (1981). Zhang, T., Stamnes, K. and Bowling, S.A. Impact of clouds on surface radiative fluxes and snow melt in the arctic and subarctic. J. Climate 9(9): 2110 2123 (1996). Zhang, Y., Wallace, J. and Batista, D. ENSO-like interdecadel variability: 1900 93. Journal of Climate 10: 1004 1020 (1997).