<?xml version="1.0" encoding="utf-8" standalone="no"?>
<!DOCTYPE article SYSTEM "http://www.the-cryosphere-discuss.net/inc/tcd/copernicus.dtd">
<article language="en">
	<journal>
		<journal_title>The Cryosphere Discussions</journal_title>
		<journal_url>www.the-cryosphere-discuss.net</journal_url>
		<issn>1994-0432</issn>
		<eissn>1994-0440</eissn>
		<volume_number>1</volume_number>
		<issue_number>1</issue_number>
		<publication_year>2007</publication_year>
	</journal>
	<doi>10.5194/tcd-1-169-2007</doi>
	<article_url>http://www.the-cryosphere-discuss.net/1/169/2007/</article_url>
	<abstract_html>http://www.the-cryosphere-discuss.net/1/169/2007/tcd-1-169-2007.html</abstract_html>
	<fulltext_pdf>http://www.the-cryosphere-discuss.net/1/169/2007/tcd-1-169-2007.pdf</fulltext_pdf>
	<start_page>169</start_page>
	<end_page>212</end_page>
	<publication_date>2007-07-09</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="1,4">
			<name>M. J. Beedle</name>
			<email>beedlem@unbc.ca</email>
		</author>
		<author numeration="2" affiliations="2">
			<name>M. Dyurgerov</name>
		</author>
		<author numeration="3" affiliations="3">
			<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, University of Colorado &amp;ndash; Boulder, CO 80309-0450, USA</affiliation>
		<affiliation numeration="3" content_type="html">HyMet Inc., 13629 Burma Rd. SW, Vashon Island, WA 98070, USA</affiliation>
		<affiliation numeration="4" content_type="html">Geography Program, University of Northern British Columbia, 3333 University Way, Prince George, B.C. V2N 4Z9, USA</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 and resultant measures of glacier extent. To illustrate the
importance of accurate glacier outlines and the effectiveness of GLIMS
standards we have conducted a case study on Bering Glacier System (BGS),
Alaska. BGS is a complex glacier system aggregated from multiple drainage
basins, numerous individual ice streams, 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 and
analysis of the area-altitude distribution (hypsometry) of BGS using Landsat
images from 2000 and 2001. We compared this new outline (3632 km&lt;sup&gt;2&lt;/sup&gt;)
with three previous outlines to illustrate the errors that result from the
widely varying estimates used in previous analysis of BGS area. The use of
different BGS outlines results in highly variable measures of volume change
and net balance (b&lt;i&gt;&lt;sub&gt;n&lt;/sub&gt;&lt;/i&gt;). Outline variability alone results in a net
balance rate range of &amp;ndash;1.0 to &amp;ndash;3.2 m/yr water equivalent (W.E.), a volume
change range of &amp;ndash;4.2 to &amp;ndash;8.2 km&lt;sup&gt;3&lt;/sup&gt;/yr, and a near doubling in
contributions to sea level equivalent (SLE), 0.0122 mm/yr to 0.0236 mm/yr. A
study of three different models of BGS net balance leads us to favor
estimates of b&lt;sub&gt;&lt;i&gt;n&lt;/i&gt;&lt;/sub&gt; of &amp;ndash;1.2 m/yr W.E. and total volume change of &amp;ndash;4.2 km&lt;sup&gt;3&lt;/sup&gt;/yr for the period 1950&amp;ndash;2004. These estimates result in a near
doubling of contributions to sea level equivalent when compared with
previous studies. While current inaccuracies in glacier outlines hinder our
ability to fully understand glacier change, there is no reason why our
understanding of glacier extents should not be comprehensive and accurate.
Such accuracy is possible with the increasing volume of satellite imagery of
glacierized regions, and recent advances in tools and standards.</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"> Benn, D. I. and Evans, D. J. A.: Glaciers and glaciation, Arnold Publishers, New York, NY. 1998. </reference>
		<reference numeration="5" 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="6" 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="7" 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="8" 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, Geological Society of America, 37(7), 423, 2005. </reference>
		<reference numeration="9" 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="10" content_type="text"> Hall, D. K., Bayr, K. J., Schöner, W., Bindschadler, R. A., Chien, J. Y. L.: Consideration of errors inherent in mapping historical glacier positions in Austria from the ground and space (1893&amp;ndash;2001), Remote Sens. Environ., 86, 566&amp;ndash;577, 2003. </reference>
		<reference numeration="11" 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 Seattel, Washington, USA, September 2000, IAHS Publ. no. 264, 71&amp;ndash;81, 2000. </reference>
		<reference numeration="12" 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. Remote, 42(10), 2177&amp;ndash;2183, 2004. </reference>
		<reference numeration="13" 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="14" content_type="text"> Molnia, B.: Glaciers of Alaska, Alaska Geogrpahic, 28(2), 144p., 2001. </reference>
		<reference numeration="15" 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="16" 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="17" 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="18" content_type="text"> Østrem, G. and Brugman, M.: Glacier mass-balance measurements: A manual for field and office work, National Hydrology Research Institute, Canada. Science Report No. 4., 1991. </reference>
		<reference numeration="19" content_type="text"> Post, A. and Meier, M. F.: A preliminary inventory of Alaskan Glaciers. Proceedings of the Riederalp Workshop, September 1978, IAHS-AISH Publ. No. 126, 45&amp;ndash;47, 1980. </reference>
		<reference numeration="20" content_type="text"> Raup, B. and Khalsa, S. J. S.: GLIMS analysis tutorial, 2006. </reference>
		<reference numeration="21" content_type="text"> http://www.glims.org/MapsAndDocs/assets/GLIMS_analysis_tutorial.pdf. </reference>
		<reference numeration="22" 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, 101&amp;ndash;110, doi:10.1016/j.gloplacha.2006.07.018, 2006. </reference>
		<reference numeration="23" 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="24" 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="25" 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-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="26" 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="27" 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 14$^th$ International Symposium on Ice, Potsdam New York, July 17&amp;ndash;31, 1998. </reference>
		<reference numeration="28" 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="29" 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="30" content_type="text"> Williams, R. S. Jr., 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>

