Ski areas, weather and climate: Time series models for New England case studies

International Journal of Climatology

Volumn 27, Issue 15, 2007, Pages 2113-2124

  Hamilton, Lawrence C ^a   Brown, Cliff ^a   Keim, Barry D ^b  

^a UNIVERSITY OF NEW HAMPSHIRE   (United States)

^b LOUISIANA STATE UNIVERSITY   (United States)

Author keywords

New Hampshire; Ski industry; Time series modeling

Indexed keywords

CLIMATE CHANGE; MATHEMATICAL MODELS; TIME SERIES ANALYSIS; WEATHER FORECASTING;

CLIMATE VARIABILITY; SKI AREAS; TIME SERIES MODELING; WINTERTIME WARMING;

SNOW;

CLIMATE CHANGE; CLIMATE EFFECT; CLIMATE VARIATION; NUMERICAL MODEL; SNOW COVER; TIME SERIES ANALYSIS; WARMING;

NEW ENGLAND; NEW HAMPSHIRE; NORTH AMERICA; UNITED STATES;

EID: 37249073883     PISSN: 08998418     EISSN: 10970088     Source Type: Journal    
DOI: 10.1002/joc.1502     Document Type: Article

References (75)

1. ACACIA. 2000. Tourism and recreation. In Assessment of Potential Effects and Adaptations for Climate Change in Europe, ed. M. Parry, 217-226. Norwich, UK: University of East Anglia, Jackson Environmental Institute.
2. Adeola F. 2001. Environmental injustice and human rights abuse: The States, MNCs, and Repression of Minority Groups in the World System. Human Ecology Review 8: 39-59.
3. Badke C. 1991. Climate Change and Tourism: The Effect of Global Warming on Killington, Vermont. Unpublished undergraduate thesis, Deparment of Geography. Waterloo, Canada: University of Waterloo.
4. Beniston M, Keller F, Kofi B, Goyette S. 2003a. Snow pack in the Swiss Alps under changing climatic conditions: An empirical approach for climate impact studies. Theoretical and Applied Climatology 74: 19-31.
5. Beniston M, Keller F, Kofi B, Goyette S. 2003b. Estimates of snow accumulation and volume in the Swiss Alps under changing climatic conditions. Theoretical and Applied Climatology 76: 125-140.
6. Breiling M, Charamaza UP. 1999. The impact of global warming on winter tourism and skiing: A regionalised model for Austrian snow conditions. Regional Environmental Change 1: 4-14.
7. Brooks N, Sethi R. 1997. The distribution of pollution: Community characteristics and exposure to air toxics. Journal of Environmental Economics and Management 32: 233-250.
8. Cannon Mountain. 2006. http://www.cannonmt.com, accessed 4 August 2006.
9. Carson R, Jeon Y, McCubbin D. 1997. The relationship between air pollution emissions and income: U.S. data. Environment and Development Economics 2: 433-450.
10. Dietz T, Rosa E. 1997. Environmental impacts of population and consumption. In Environmentally Significant Consumption: Research Directions, P. Stern, T. Dietz, V. Ruttan, R. Socolow, and J. Sweeney eds., 92-99. Washington, D.C.: National Academy Press.
11. Doesken NJ, Judson A. 1997. The Snow Booklet: A Guide to the Science, Climatology, and Measurement of Snow in the United States. Colorado Climate Center, Department of Atmospheric Science, Colorado State University, Ft-Collins, Colorado.
12. Dunlap RE, Carton Jr. WR. 1979. Environmental Sociology. Annual Review of Sociology 5: 243-273.
13. Ehrhardt-Martinez K. 1998. Social determinants of deforestation in developing countries: A cross-national study. Social Forces 77: 567-586.
14. Elsasser H, Bürki R. 2002. Climate change as a threat to tourism in the Alps. Climate Research 20: 253-257.
15. Elsasser H, Messerli P. 2001. The vulnerability of the snow industry in the Swiss Alps. Mountain Research and Development 21(4): 335-339.
16. Fukushima T, Kureha M, Ozaki N, Fujimori Y, Harasawa H. 2002. Influences of air temperature change on leisure industries: Case study on ski activities. Mitigation and Adaptation Strategies for Global Change 7(2): 173-189.
17. Galloway R. 1988. The potential impact of climate changes on Australian ski fields. In Greenhouse: Planning for Climatic Change, ed. G. Pearlman, 428-437. Melbourne, AU: CSIRO.
18. Gössling S, Hall C., eds. 2005. Tourism and Global Environmental Change; Ecological, Social, Economic and Political Interrelationships. London: Routledge.
19. Grove JM, Cadenasso ML, Burch Jr. WR, Pickett STA, Schwartz K, O'Neil-Dunne J, Wilson M, Troy A, Boone C. 2006. Data and Methods Comparing Social Structure and Vegetation Structure of Urban Neighborhoods in Baltimore, Maryland. Society and Natural Resources 19: 117-136.
20. Gunstock Mountain Resort. 2006. http://www.gunstock.com/about_us/, accessed 4 August 2006.
21. Hamilton JD. 1994. Time Series Analysis. Princeton: Princeton University Press.
22. Hamilton LC. 2006. Statistics with Stata 9. Belmont, CA: Duxbury.
23. Hamilton LC, Lyster P, Otterstad O. 2000. Social change, ecology and climate in 20th century Greenland. Climatic Change 47(1/2): 193-211.
24. Hamilton LC, Rohall DE, Brown BC, Hayward G, Keim BD. 2003a. Warming winters and New Hampshire's lost ski areas: An integrated case study. International Journal of Sociology and Social Policy 23(10): 52-73.
25. Hamilton LC, Brown BC, Rasmussen RO. 2003b. West Greenland's cod-to-shrimp transition: Local dimensions of climatic change. Arctic 56(3): 271-282.
26. Hamilton LC, Haedrich RL, Duncan CM. 2004a. Above and below the water: Social/ecological transformation in northwest Newfoundland. Population and Environment 25(3): 195-215.
27. Hamilton LC, Jónsson S, Ögmundardóttir H, Belkin I. 2004b. Sea changes ashore: The ocean and Iceland's Herring Capital. Arctic 57(4): 325-335.
28. Harvey AC. 1989. Forecasting, Structural Time Series Models and the Kalman Filter. Camb ridge: Cambridge University Press.
29. Hantel M. 2000. Climate sensitivity and snow cover duration in Austria. International Journal of Climatology. 20: 615-640.
30. Hayhoe K, Wake CP, Bradbury J, Huntington T, Luo L, Swartz MD, Sheffields J, Anderson B, DeGaetano A, Wolfe D, Wood E. 2006. Past and future changes in climate and hydrological indicators in the U.S. Northeast. Climate Dynamics 28(4): 381-407 DOI: 10.1007/ s00382-006-0187-8.
31. Hayoe K, Wake C, Anderson B, Bradbury J, DeGaetano, A, Hertel A, Liang X-Z, Maurer E, Wuebbles D, Zhu J. In review. Quantifying the regional impacts of global climate change: Evaluating AOGCM simulations of past and future trends in the temperature, precipitation, and atmospheric circulation in the Northeast US.
32. Hope D, Gries C, Casagrande D, Redman CL, Grimm N, Martin C. 2006. Diversity of spatial variation in plant diversity across the Central Arizona-Phoenix ecosystem. Society and Natural Resources 19: 101-116.
33. Huber PJ. 1967. The behavior of maximum likelihood estimates under non-standard conditions. In Proceedings of the Fifth Berkeley Symposium on Mathematical Statistics and Probability, 221-233. Berkeley: University of California Press.
34. Huntington TG, Hodgkins GA, Keim BD, Dudley RW. 2004. Changes in the proportion of precipitation occurring as snow in New England (1949-2000). Journal of Climate 17(13): 2626-2636.
35. IPCC (Intergovernmental Panel on Climate Change). 2001. Climate Change 2001: Impacts, Adaptation and Vulnerability. Third Assessment Report. Cambridge: Cambridge University Press.
36. Karl TR, Williams Jr. CN, Quinlan FT. 1990. United States Historical Climatology Network (HCN) Serial Temperature and Precipitation Data. ORNL/CDIAC-30, NDP-019/Rl. Carbon Dioxide Information Analysis Center, Oak Ridge National Laboratory, U.S. Department of Energy, Oak Ridge, Tennessee.
37. Keim BD, Wilson AM, Wake CP, Huntington TG. 2003. Are there spurious temperature Trends in the United States Climate Division Database? Geophysical Research Letters 30 b(7): 10.1029/2002GL016295.
38. Keim BD, Fischer MR, Wilson A. 2005. Are there spurious precipitation trends in the United States Climate Division Database? Geophysical Research Letters 32: L04702, DOI: 10.1029/2004GL021985.
39. Koenig U, Abegg B. 1997. Impacts of climate change on winter tourism in the Swiss Alps. Journal of Sustainable Tourism 5(1): 46-58.
40. Koenig U. 1999. Climate change and snow tourism in Australia. Geographica Helvetica 54(3): 147-157.
41. Jorgenson A. 2004. Uneven processes and environmental degradation in the world-economy. Human Ecology Review 11: 103-117.
42. Laternser M, Schneebeli M. 2003. Long-term snow climate trends of the Swiss Alps (1931-99). International Journal of Climatology 23(7): 733-750.
43. MeBoyle G, Wall G. 1992. Great Lakes skiing and climate change. In Mountain Resort Development, A. Gill and R. Hartman eds. Burnaby, BC: Simon Fraser University.
44. Mitchell MN. 2004. A Visual Guide to Stata Graphics. College Station, TX: Stata Press.
45. Mote PW, Hamlet AF, Clark MP, Lettenmaier DP. 2005. Declining mountain snowpack in western North America. Bulletin of the American Meteorological Society 86(l): 39-49.
46. NECIA. 2006. Climate Change in the U.S. Northeast: A Report of the Northeast Climate Impacts Assessment. Cambridge, MA: Union of Concerned Scientists.
47. NELSAP. 2006. New England Lost Ski Areas Project. http://www.nelsap.org/, accessed 4 August 2006.
48. NERA (New England Regional Assessment Group). 2001. Preparing for a Changing Climate: The Potential Consequences of Climate Variability and Change. Durham, NH: University of New Hampshire.
49. New England Ski Guide. 2006. http://www.newenglandski.com, accessed 4 August 2006.
50. New England Ski Museum. 2006. http://www.skimuseum.org/, accessed 4 August 2006.
51. Nolin AW, Daly C. 2006. Mapping "at risk" snow in the Pacific Northwest. Journal of Hydrometeorology 7(5): 1164-1171.
52. OECD (Organisation for Economic Co-operation and Development). 2007. Climate Change in the European Alps: Adapting Winter Tourism and Natural Hazards Management. http://www.oecd.org/document/45/ 0,2340,en_2649_34361_378194371_1_1_1,00.html accessed 6 Jauary 2007.
53. Palm B. 2001. Skiing with Climate Change: An Analysis of Climate Change and the Consequences for the Ski Industry of New Hampshire and Vermont. Masters Thesis, Oxford University.
54. Rasker R. 2006. An exploration into the economic impact of industrial development versus conservation on Western public land. Society and Natural Resources 19: 191-207.
55. Royall RM. 1986. Model robust confidence intervals using maximum likelihood estimators. International Statistical Review 54: 221-226.
56. Rudel T. 1999. Critical regions, ecosystem management, and human ecosystem research. Society and Natural Resources 12: 257-260.
57. Scherrer SC, Appenzeller C, Laternser M. 2004. Trends in Swiss Alpine snow days: The role of local- and large-scale climate variability. Geophysical Research Letters 31(13): DOI: 10.1029/ 2004GL020255.
58. Scott D, Dawson J, Jones B. 2007. Climate change vulnerability of the Northeast US winter tourism sector. Mitigation and Adaptation Strategies to Global Change.
59. Scott D, McBoyle G. 2006. Climate change adaptation in the ski industry. Mitigation and Adaptation Strategies for Global Change http://dx.doi.org/10.1007/sl1027-006-9071-4.
60. Scott D, McBoyle G, Mills B. 2003. Climate change and the skiing industry in Southern Ontario. Climate Research 23(2): 171-181.
61. Scott D, McBoyle G, Mills G, Minogue A. 2006a. Climate change and the sustainability of ski-based tourism in eastern North America: A reassessment. Journal of Sustainable Tourism 14(4): 376-398.
62. Scott D, McBoyle G, Minogue A. 2006b. The implications of climate change for the Québec ski industry. Global Environmental Change DOI: 10.1016/j.gloenvcha.2006.05.004.
63. Ski NH. 2006a. http://winter.skinh.com, accessed 4 August 2006.
64. Ski NH. 2006b. http://www.skinh.com/businessresultsrelease.cfm, accessed 4 August 2006.
65. Stata Corporation. 2005a. Stata Time-Series Reference Manual, release 9. College Station, TX: Stata Press.
66. Stata Corporation. 2005b. User's Guide, release 9. College Station, TX: Stata Press.
67. Tufte ER. 1990. Envisioning Information. Cheshire CT: Graphics Press.
68. Tufte ER. 1997. Visual Explanations: Images and Quantities, Evidence and Narrative. Cheshire CT: Graphics Press.
69. Tufte ER. 2001. The Visual Display of Quantitative Information. Cheshire CT: Graphics Press.
70. White H. 1980. A heteroskedasticity-consistent covariance matrix estimator and a direct test for heteroskedasticity. Econometrica 48: 817-830.
71. White H. 1982. Maximum likelihood estimation of misspecified models. Econometrica 50: 1-25.
72. World Tourism Organization. 2003. Climate Change and Tourism: Proceedings of the First International Conference on Climate Change and Toursim. Djerba, Tunisia, 9-11 April. Madrid, Spain: World Tourism Organization.
73. York R, Rosa E, Dietz T. 2003. Footprints on the earth: The environmental consequences of modernity. American Sociological Review 68: 279-300.
74. Zahran S, Brody SD, Grover H, Vedlitz A. 2006. Climate change, vulnerability and policy support. Society and Natural Resources 19: 771-789.
75. Zwiers FW, Weaver AJ. 2000. The causes of 20th century warming. Science 290: (15 December): 2081-2083.