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<article language="en">
	<journal>
		<journal_title>The Cryosphere</journal_title>
		<journal_url>www.the-cryosphere.net</journal_url>
		<issn>1994-0416</issn>
		<eissn>1994-0424</eissn>
		<volume_number>2</volume_number>
		<issue_number>1</issue_number>
		<publication_year>2008</publication_year>
	</journal>
	<doi>10.5194/tc-2-33-2008</doi>
	<article_url>http://www.the-cryosphere.net/2/33/2008/</article_url>
	<abstract_html>http://www.the-cryosphere.net/2/33/2008/tc-2-33-2008.html</abstract_html>
	<fulltext_pdf>http://www.the-cryosphere.net/2/33/2008/tc-2-33-2008.pdf</fulltext_pdf>
	<start_page>33</start_page>
	<end_page>51</end_page>
	<publication_date>2008-04-07</publication_date>
	<article_title content_type="html">Improving estimation of glacier volume change: a GLIMS case study of Bering Glacier System, Alaska</article_title>
	<authors>
		<author numeration="1" affiliations="1,5">
			<name>M. J. Beedle</name>
			<email>beedlem@unbc.ca</email>
		</author>
		<author numeration="2" affiliations="2,3">
			<name>M. Dyurgerov</name>
		</author>
		<author numeration="3" affiliations="4">
			<name>W. Tangborn</name>
		</author>
		<author numeration="4" affiliations="1">
			<name>S. J. S. Khalsa</name>
		</author>
		<author numeration="5" affiliations="1">
			<name>C. Helm</name>
		</author>
		<author numeration="6" affiliations="1">
			<name>B. Raup</name>
		</author>
		<author numeration="7" affiliations="1">
			<name>R. Armstrong</name>
		</author>
		<author numeration="8" affiliations="1">
			<name>R. G. Barry</name>
		</author>
	</authors>
	<affiliations>
		<affiliation numeration="1" content_type="html">National Snow and Ice Data Center, 449 UCB, University of Colorado &amp;ndash; Boulder, CO 80309-0559, USA</affiliation>
		<affiliation numeration="2" content_type="html">Institute of Arctic and Alpine Research, 450 UCB, University of Colorado &amp;ndash; Boulder, CO 80309-0450, USA</affiliation>
		<affiliation numeration="3" content_type="html">Department of Physical Geography &amp; Quaternary Geology, Stockholm University, SE &amp;ndash; 106 92 Stockholm, Sweden</affiliation>
		<affiliation numeration="4" content_type="html">HyMet Inc., 13629 Burma Rd. SW, Vashon Island, WA 98070, USA</affiliation>
		<affiliation numeration="5" content_type="html">Geography Program, University of Northern British Columbia, 3333 University Way, Prince George, B.C. V2N 4Z9, Canada</affiliation>
	</affiliations>
	<abstract content_type="html">The Global Land Ice Measurements from Space (GLIMS) project has developed
tools and methods that can be employed by analysts to create accurate
glacier outlines. To illustrate the importance of accurate glacier outlines
and the effectiveness of GLIMS standards we conducted a case study on Bering
Glacier System (BGS), Alaska. BGS is a complex glacier system aggregated
from multiple drainage basins, numerous tributaries, and many accumulation
areas. Published measurements of BGS surface area vary from 1740 to 6200 km&lt;sup&gt;2&lt;/sup&gt;,
depending on how the boundaries of this system have been defined.
Utilizing GLIMS tools and standards we have completed a new outline (3630 km&lt;sup&gt;2&lt;/sup&gt;)
and analysis of the area-altitude distribution (hypsometry) of BGS
using Landsat images from 2000 and 2001 and a US Geological Survey
15-min digital elevation model. We compared this new hypsometry with
three different hypsometries to illustrate the errors that result from the
widely varying estimates of BGS extent. The use of different BGS
hypsometries results in highly variable measures of volume change and net
balance (&lt;I&gt;b&lt;sub&gt;n&lt;/sub&gt;&lt;/I&gt;). Applying a simple hypsometry-dependent mass-balance model
to different hypsometries results in a &lt;I&gt;b&lt;sub&gt;n&lt;/sub&gt;&lt;/I&gt; rate range of &amp;minus;1.0 to &amp;minus;3.1 m a&lt;sup&gt;&amp;minus;1&lt;/sup&gt;
water equivalent (W.E.), a volume change range of &amp;minus;3.8 to &amp;minus;6.7 km&lt;sup&gt;3&lt;/sup&gt; a&lt;sup&gt;&amp;minus;1&lt;/sup&gt;
W.E., and a near doubling in contributions to sea level
equivalent, 0.011 mm a&lt;sup&gt;&amp;minus;1&lt;/sup&gt; to 0.019 mm a&lt;sup&gt;&amp;minus;1&lt;/sup&gt;. Current
inaccuracies in glacier outlines hinder our ability to correctly quantify
glacier change. Understanding of glacier extents can become comprehensive
and accurate. Such accuracy is possible with the increasing volume of
satellite imagery of glacierized regions, recent advances in tools and
standards, and dedication to this important task.</abstract>
	<references>
		<reference numeration="1" content_type="text"> Albert, T.: Evaluation of remote sensing techniques for ice-area classification applied to the tropical Quelccaya ice cap, Peru, Polar Geog., 26(3), 210&amp;ndash;226, 2002. </reference>
		<reference numeration="2" content_type="text"> Arendt, A. A., Echelmeyer, K. A., Harrison, W. D., Lingle, C. S., and Valentine, V. B.: Rapid wastage of Alaska glaciers and their contribution to rising sea level, Science, 297, 382&amp;ndash;386, 2002. </reference>
		<reference numeration="3" content_type="text"> Arendt, A., Echelmeyer, K., Harrison, W., Lingle, C., Zirnheld, S., Valentine, V., Ritchie, B., and Druckenmiller, M.: Updated estimates of glacier volume changes in the western Chugach Mountains, Alaska, and a comparison of regional extrapolation methods, J. Geophys. Res., 111, F03019, doi:10.1029/2005JF000436, 2006. </reference>
		<reference numeration="4" content_type="text"> Beedle, M. J.: GLIMS glacier database. Boulder, CO: National Snow and Ice Data Center/World Data Center for Glaciology, Digital Media, 2007. </reference>
		<reference numeration="5" content_type="text"> Benn, D. I. and Evans, D. J. A.: Glaciers and glaciation, Arnold Publishers, New York, NY, 1998. </reference>
		<reference numeration="6" content_type="text"> Braithwaite, R. J. and Zhang, Y.: Modelling changes in glacier mass balance that may occur as a result of climate changes, Geogr. Ann. A, 81(4), 489&amp;ndash;496, 1999. </reference>
		<reference numeration="7" content_type="text"> Cogley, J. G. and Adams, W. P.: Mass balance of glaciers other than the ice sheets, J. Glaciol., 44(147), 315&amp;ndash;325, 1998. </reference>
		<reference numeration="8" content_type="text"> Daly, C., Neilson, R. P., and Phillips, D. L.: A statistical-topographic model for mapping climatological precipitation over mountainous terrain, J. Appl. Meteorol., 33(2), 140&amp;ndash;158, 1994. </reference>
		<reference numeration="9" content_type="text"> Dyurgerov, M.: Substitution of long-term mass-balance data by measurements of one summer, Z. Gletsch., 32, 177&amp;ndash;184, 1996. </reference>
		<reference numeration="10" content_type="text"> Dyurgerov, M. B. and Meier, M. F.: Mass balance of mountain and subpolar glaciers: a new global assessment for 1961&amp;ndash;1990, Arct. Alp. Res., 29(4), 379&amp;ndash;391, 1997. </reference>
		<reference numeration="11" content_type="text"> Dyurgerov, M. B. and Meier, M. F.: Glaciers and the changing earth system: A 2004 snapshot, Institute of Arctic and Alpine Research, University of Colorado, Occasional Paper No. 58, 2005. </reference>
		<reference numeration="12" content_type="text"> Fleisher, P. J., Bailey, P. K., Natel, E. M., Miller, J. R., and Tracy, M. W.: Post-surge field measurements of ablation and retreat, eastern sector, Bering Glacier, Alaska, Abstracts with program, Geol. Soc. Am., 37, 7, 423, 2005. </reference>
		<reference numeration="13" content_type="text"> Fountain, A. G., Jansson, P., Kaser, G., and Dyurgerov, M.: Summary of the workshop on methods of mass balance measurements and modeling, Tarfala, Sweden August 10&amp;ndash;12, 1998. Geogr. Ann. A, 81(4), 461&amp;ndash;465, 1999. </reference>
		<reference numeration="14" content_type="text"> Furbish, D. J. and Andrews, J. T.: The use of hypsometry to indicate long-term stability and response of valley glaciers to changes in mass transfer, J. Glaciol., 30(105), 199&amp;ndash;211, 1984. </reference>
		<reference numeration="15" content_type="text"> Hall, D. K., Bayr, K. J., Schöner, W., Bindschadler, R. A., and Chien, J. Y. L.: Consideration of errors inherent in mapping historical glacier positions in Austria from the ground and space (1893&amp;ndash;2001), Rem. Sens. Environ., 86, 566&amp;ndash;577, 2003. </reference>
		<reference numeration="16" content_type="text"> Kayastha, R. B., Takeuchi, Y., Nakawo, M., and Ageta, Y.: Practical prediction of ice melting beneath various thickness of debris-cover on Khumbu Glacier, Nepal, using a positive degree-day factor, Debris-covered glaciers, proceedings of a workshop held at Seattle, Washington, USA, September 2000, IAS Publ. no. 264, 71&amp;ndash;81, 2000. </reference>
		<reference numeration="17" content_type="text"> Khalsa, S. J. S., Dyurgerov, M. B., Khromova, T., Raup, B. H., and Barry, R. G.: Space-based mapping of glacier changes using ASTER and GIS tools, IEEE T. Geosci. Rem., 42(10), 2177&amp;ndash;2183, 2004. </reference>
		<reference numeration="18" content_type="text"> Larsen, C. F., Motyka, R. J., Arendt, A. A., Echelmeyer, K. A., and Geissler, P. E.: Glacier changes in southeast Alaska and northwest British Columbia and contribution to sea level rise, J. Geophys. Res., 112, F01007, doi:10.1029/2006JF000586, 2007. </reference>
		<reference numeration="19" content_type="text"> Mayo, L. R.: Advance of Hubbard Glacier and 1986 outburst of Russell Fiord, Alaska, USA, Ann. of Glaciol., 13, 189&amp;ndash;194, 1989. </reference>
		<reference numeration="20" content_type="text"> Molnia, B.: Glaciers of Alaska, Alaska Geographic, 28, 2, 2001. </reference>
		<reference numeration="21" content_type="text"> Molnia, B. F. and Post, A.: Holocene history of Bering Glacier, Alaska: A prelude to the 1993&amp;ndash;1994 surge, Phys. Geogr., 16(2), 87&amp;ndash;117, 1995. </reference>
		<reference numeration="22" content_type="text"> Muskett, R. R., Lingle, C. S., Tangborn, W. V., and Rabus, B. T.: Multi-decadal elevation changes on Bagley Ice Valley and Malaspina Glacier, Alaska, Geophys. Res. Lett., 30(16), 1857, doi:10.1029/2003GL017707, 2003. </reference>
		<reference numeration="23" content_type="text"> Nakawo, M. and Rana, B.: Estimate of ablation rate of glacier ice under a supraglacial debris layer, Geogr. Ann. A, 81(4), 695&amp;ndash;701, 1999. </reference>
		<reference numeration="24" content_type="text"> Paul, F.: Evaluation of different methods for glacier mapping using Landsat TM, EARSeL Workshop on Remote Sensing of Land Ice and Snow, Dresden, June 16&amp;ndash;17, 2000, EARSeL eProceedings, 1, 239&amp;ndash;245, 2001. </reference>
		<reference numeration="25" content_type="text"> Paul, F., Maisch, M., Rothenbuhler, C., Hoelzle, M., and Haeberli, W.: Calculation and visualization of future glacier extent in the Swiss Alps by means of hypsographic modelling, Global Planet. Change, 55, 343&amp;ndash;357, 2002. </reference>
		<reference numeration="26" content_type="text"> Post, A. and Meier, M. F.: A preliminary inventory of Alaskan Glaciers. Proceedings of the Riederalp Workshop, September 1978, IAS-AISH Publ. No. 126, 45&amp;ndash;47, 1980. </reference>
		<reference numeration="27" content_type="text"> Raup, B. and Khalsa, S. J. S.: GLIMS analysis tutorial, available at: www.glims.org/MapsAndDocs/guides.html, 2006. </reference>
		<reference numeration="28" content_type="text"> Raup, B., Rocoviteanu, A., Khalsa, S. J. S., Helm, C., Armstrong, R., and Arnaud, Y.: The GLIMS geospatial glacier database: A new tool for studying glacier change, Global Planet. Change, 56, doi:10.1016/j.gloplacha.2006.07.018, 2006. </reference>
		<reference numeration="29" content_type="text"> Raup, B., Kääb, A., Kargel, J. S., Bishop, M. P., Hamilton, G., Lee, E., Paul, F., Rau, F., Soltesz, D., Khalsa, S. J. S., Beedle, M., and Helm, C.: Remote sensing and GIS technology in the Global Land Ice Measurements from Space (GLIMS) project, Comput. Geosci., 33, 104&amp;ndash;125, 2007. </reference>
		<reference numeration="30" content_type="text"> Sidjak, R. W. and Wheate, R. D.: Glacier mapping of the Illecillewaet icefield, British Columbia, Canada, using, Landsat TM and digital elevation data, Int. Jour. Remote Sens., 20, 273&amp;ndash;284, 1999. </reference>
		<reference numeration="31" content_type="text"> Tangborn, W. V.: Using low-altitude meteorological observations to calculate the mass balance of Alaska&apos;s Columbia Glacier and relate it to calving and speed, in: Calving Glaciers: Report of a Workshop, February 28&amp;ndash;March 2, 1997, edited by: Van der Veen, C. J., BPRC Report No. 15, Byrd Polar Research Center, The Ohio State University, Columbus, Ohio, 141&amp;ndash;161, 1997. </reference>
		<reference numeration="32" content_type="text"> Tangborn, W. V.: A mass-balance model that uses low-altitude meteorological observations and the area-altitude distribution of a glacier, Geogr. Ann. A, 81(4), 753&amp;ndash;765, 1999. </reference>
		<reference numeration="33" content_type="text"> Tangborn, W. V. and Post, A. P.: Iceberg prediction model to reduce navigation hazards: Columbia Glacier, Alaska. Ice in Surface Waters, Volume 2, Proceedings of the 14th International Symposium on Ice, Potsdam New York, 17&amp;ndash;31 July 1998. </reference>
		<reference numeration="34" content_type="text"> United States Geological Society, United States Department of the Interior, Digital elevation models: data users guide 5, 1993. </reference>
		<reference numeration="35" content_type="text"> Whalley, W. B. and Martin, H. E.: The problem of hidden ice in glacier mapping, Ann. Glaciol., 8, 181&amp;ndash;183, 1986. </reference>
		<reference numeration="36" content_type="text"> Williams Jr., R. S., Hall, D. K., and Benson, C. S.: Analysis of glacier facies using satellite techniques, J. Glaciol., 37(125), 120&amp;ndash;128, 1991. </reference>
		<reference numeration="37" content_type="text"> Williams Jr., R. S., Hall, D. K., Sigurdsson, O., and Chien, J. Y. L.: Comparison of satellite-derived with ground-based measurements of the fluctuations of the margins of Vatnajökull, Iceland, Ann. Glaciol., 24, 72&amp;ndash;80, 1997. </reference>
	</references>
</article>

