Journal of Mountain Science

, Volume 14, Issue 9, pp 1776–1790 | Cite as

A simple method to extract glacier length based on Digital Elevation Model and glacier boundaries for simple basin type glacier

  • Qin Ji
  • Tai-bao Yang
  • Yi He
  • Yan Qin
  • Jun Dong
  • Fan-sheng Hu
Article
  • 111 Downloads

Abstract

Glacier length is a key morphological element that has many glaciological applications; however, it is often difficult to determine, especially for glaciers that cover larger spatial areas or those that exhibit frequent temporal change. In this paper, we describe a new ArcGIS-based method that can derive glacier flow lines for determining glacier length based on digital elevation model and glacier outlines. This method involves (1) extraction of the highest and lowest points on a glacier, (2) calculation of 10-m contour lines on the glacier from 10 m to 100 m height, and (3) connection of the midpoints of each contour line with the highest and the lowest points in order to create a flow line, which is subsequently smoothed. In order to assess the reliability of this method, we tested the algorithm’s results against flow lines calculated using field measurements, analysing data from the Chinese Glacier Inventory, and manual interpretation. These data showed that the new automated method is effective in deriving glacier flow lines when contour lines are relatively large; in particular, when they are between 70 m and 100 m. Nonetheless, a key limitation of the algorithm is the requirement to automatically delete repeated and closed curves in the pre-treatment processes. In addition to calculating glacier flow lines for derivation of glacier length, this method also can be used to effectively determine glacier terminus change.

Keywords

Glacier length Flow lines Glacier boundary DEM ArcGIS 

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References

  1. Arendt A, Echelmeyer K, Harrison W, et al. (2006) Updated estimates of glacier volume changes in the western Chugach Mountains, Alaska, and a comparison of regional extrapolation methods. Journal of Geophysical Research 111: F03019. https://doi.org/10.1029/2005JF000436CrossRefGoogle Scholar
  2. Bolch T, Menounos B, Wheate RD (2010) Landsat-based inventory of glacier in western Canada, 1985-2005. Remote Sensing of Environment 114(1): 127–137. https://doi.org/10.1016/j.rse.2009.08.015CrossRefGoogle Scholar
  3. Callaghan TV, Johansson M, Key J, et al. (2011) Feedbacks and interactions: from the Arctic cyosphere to the climate system. AMBIO 40(1): 75–86. https://doi.org/10.1007/s13280-011-0 215-8CrossRefGoogle Scholar
  4. Duan JP, Wang LL, Ren JW, et al. (2009) Progress in glacier variations in China and its sensitivity to climatic change during the past century. Progress in Geography 28(2): 231–237. (In Chinese)Google Scholar
  5. Farinotti D, Huss M, Bauder A, et al. (2009) An estimate of the glacier ice volume in the Swiss Alps. Global and Planetary Change 68(3): 225–231. https://doi.org/10.1016/j.gloplacha.2009.05.004CrossRefGoogle Scholar
  6. Frauenfelder R, Kääb A (2009) Glacier mapping from multitemporal optical remote sensing data within the Brahmaputra river Basin. Proc. 33rd int. Symposium on Remote Sensing of Environment, 4-8, Stress, Italy, abstract number 299.Google Scholar
  7. Gardelle J, Berthier E, Arnaud Y (2012) Slight mass gain of Karakoram glaciers in the early twenty-first century. Nature Geoscience 5(5): 322–325. https://doi.org/10.1038/ngeo1450CrossRefGoogle Scholar
  8. Georges C (2004) The 20th century glacier fluctuations in the tropical Cordillera Blanca, Peru. Arctic, Antarctic and Alpine Research 36(1): 100–107. https://doi.org/10.1657/1523-0430(2004)036CrossRefGoogle Scholar
  9. Guo WQ, Liu SY, Xu JL, et al. (2012) Monitoring recent surging of the Yulinchuan Glacier on north slopes of Muztag Range by remote sensing. Journal of Glaciology and Geocryology 34(4): 765–774. (In Chinese)Google Scholar
  10. Hagg W, Mayer C, Lambrecht A, et al. (2013) Glacier changes in the Big Naryn basin, Central Tian Shan. Global and Planetary Change 110: 40–50. https://doi.org/10.1016/j.gloplacha.2012.07.010CrossRefGoogle Scholar
  11. Haq MA, Jain K, Menon KPR (2012) Change Change monitoring of Gangotri Glacier using remote sensing. International Journal of Soft Computing and Engineering 1(6): 259–261Google Scholar
  12. Holobâcă IH (2013) Glacier mapper-a new method designed to assess change in mountain glaciers. International Journal of Remote Sensing 34(23): 8475–8490. https://doi.org/10.1080/01431161.2013.843804CrossRefGoogle Scholar
  13. He Y, Yang TB, Ji Q, et al. (2015) Glacier variation in response to climate change in Chinese Tianshan Mountains from 1989 to 2012. Journal of Mountain Science 12(5): 1189–1202. https://doi.org/10.1007/s11629-015-3445-6CrossRefGoogle Scholar
  14. Hewitt K (1969) Glacier surges in the Karakoram Himalaya (central Asia). Canadian Journal of Earth Sciences 6(4): 1009–1018.CrossRefGoogle Scholar
  15. Huang MH, Sun ZZ, Liu ZX (1981) The motion study of glacier terminus in Pakistan Torah glacier. Chinese Science Bulletin 8: 494–496. (In Chinese)Google Scholar
  16. Ji Q, Yang TB, Tian HZ, et al. (2014) Relationship between glacier retreat and climate change in the western Nyainqêntanglha in the past 40 years. Journal of Arid Land Resources and Environment 28: 12–17. (In Chinese)Google Scholar
  17. Ji Q, Yang TB, He Y, et al. (2016) Glacier changes in the eastern Nyainqêtanglha Range of Tibetan Plateau from 1975 to 2013. Journal of Mountain Science 13(4): 682–692. https://doi.org/10.1007/s1162015-3516-8CrossRefGoogle Scholar
  18. Jiang S, Yang TB, Tian HZ (2012) Glacier shrinkage and its dependence on climate in the Malan Mountain in past 40 years based on RS and GIS. Journal of Glaciology and Geocryology 34(3): 522–529. (In Chinese)Google Scholar
  19. Jing ZF, Liu L, Zhou ZM, et al. (2011) Analysis on the influencing factors of glacier flow velocity: A case study of Qiyi Glacier in Qilian Mountains. Journal of Glaciology and Geocryology 33(6): 1222–1228. (In Chinese)Google Scholar
  20. Kang XW, Feng ZK (2011) An introduction to ASTER GDEM and procedure reading. Remote Sensing Information 6: 69–72. (In Chinese)Google Scholar
  21. Kienholz C, Rich JL, Arendt AA, et al. (2014) A new method for deriving glacier centerlines applied to glaciers in Alaska and northwest Canada. The Cryosphere 8(2): 503–519. https://doi.org/10.5194/tc-8-503-2014CrossRefGoogle Scholar
  22. Klein AG, Isacks BL (1999) Spectral mixture analysis of Landsat thematic mapper images applied to the detection of the transient snowline on tropical Andean glaciers. Global and Planetary Change 22(1–4):139–154. https://doi.org/10.1016/S0921-8181(99)00032-6CrossRefGoogle Scholar
  23. Le Bris R, Paul F (2013) An automatic method to create flow lines for determination of glacier length: A pilot study with Alaskan glaciers. Computers & Geosciences 52: 234–245. https://doi.org/10.1016/j.cageo.2012.10.014CrossRefGoogle Scholar
  24. Leclercq PW, Oerlemans J (2012) Global and hemispheric temperature reconstruction from glacier length fluctuations. Climate Dynamics 38(5–6): 1065–1079. https://doi.org/10.1007/s00382-011-1145-7CrossRefGoogle Scholar
  25. Li CX, Yang TB, Tian HZ (2015) Variation of western Kunlun Mountain glaciers monitored by remote sensing during 1976-2010. Mountain Research 32(2): 157–165. (In Chinese)Google Scholar
  26. Li HL, Li ZQ, Qin DH (2009) Basic principles of glacial dynamic models and observation guide for corresponding parameters. Beijing: China Meteorological Press: 1–39Google Scholar
  27. Li HL, Ng F, Li ZQ, et al. (2012) An extended “perfect-plasticity” method for estimating ice thickness along the flow line of mountain glaciers. Journal of Geophysical Research 117(F1): F01020. https://doi.org/10.1029/2011JF002104CrossRefGoogle Scholar
  28. Li SS, Zhang MJ, Li ZQ (2013) Variation of glacier terminuses in the Tianshan Mountains, China, during the period of 1960-2009. Arid Zone Research 30(2): 378–384. (In Chinese)Google Scholar
  29. Li ZQ, Han TD, Jingzhe YF, et al. (2003) A summary of 40-Year observed variation facts of climate and Glacier No.1 at headwater of Urumqi River, Tianshan, China. Journal of Glaciology and Geocryology 25(2): 117–123. (In Chinese)Google Scholar
  30. Li ZQ, Li HL, Chen YN (2011) Mechanisms and simulation of accelerated shrinkage of continental glaciers: A case study of Urumqi Glacier No.1 in eastern Tianshan, Central Asia. Journal of Earth Science 22(4): 423–430. https://doi.org/10.1007/s12583-011-0194-5CrossRefGoogle Scholar
  31. Li ZQ, Shen YP, Wang FT, et al. (2007) Response of melting ice to climate change in the Glacier No.1 at the headwaters of Urumqi River, Tianshan Mountain. Advances in Climate Change Research 3(3): 132–137. (In Chinese)Google Scholar
  32. Melkonian AK, Willis MJ, Pritchard ME, et al. (2013) Satellitederived volume loss rates and glacier speeds for the Cordillera Darwin Icefield, Chile. The Cryosphere 7(3): 823–839. https://doi.org/10.5194/tc-7-823-2013CrossRefGoogle Scholar
  33. Narama C, Kääb A, Duishonakunov M, et al. (2010) Spatial variability of recent glacier area changes in the, Tien Shan Mountains, Central Asia, using Corona (~1970), Landsat (~2000), and ALOS (~2007) satellite data. Global and Planetary Change 71(1–2): 42–54. https://doi.org/10.1016/j.gloplacha.2009.08.002CrossRefGoogle Scholar
  34. Neckel N, Kropáček J, Bolch T, et al. (2014) Glacier mass changes on the Tibetan Plateau 2003-2009 derived from ICESat laser altimetry measurements. Environmental Research Letters 9(1): 014009. https://doi.org/10.1088/1748-9326/9/1/014009CrossRefGoogle Scholar
  35. Oerlemans J (1986) An attempt to simulate historic front variations of Nigardsbreen, Norway. Theoretical and Applied Climatology 37(3): 126–135CrossRefGoogle Scholar
  36. Oerlemans J (1994) Quantifying global warming from the retreat of glaciers. Science 264(5156): 243–244.CrossRefGoogle Scholar
  37. Oerlemans J, van Pelt WJJ (2015) A model study of Abrahamsenbreen, a surging glacier in northern Spitsbergen. The Cryosphere 9(2): 767–779. https://doi.org/10.5194/tc-9-767-2015CrossRefGoogle Scholar
  38. Qin DH, Ding YJ (2009) Cryopheric changes and their impacts: present, trends and key issues. Advances in Climate Change Research 5(4):187–195. (In Chinese)Google Scholar
  39. Shangguan DH, Bolch T, Ding YJ, et al. (2015) Mass changes of Southern and Northern Inylchek Glacier, Central Tian Shan, Kyrgyzstan, during ~1975 and 2007 derived from remote sensing data. The Cryosphere 9(2): 703–717. https://doi.org/10.5194/tc-9-703-2015CrossRefGoogle Scholar
  40. Takeuchi N, Li ZQ (2008) Characteristics of surface dust on Urumqi Glacier No. 1 in the Tien Shan Mountains, China. Arctic, Antarctic, and Alpine Research 40(4): 744–750. https://doi.org/10.1657/1523-0430(07-094)CrossRefGoogle Scholar
  41. Tian HZ, Yang TB, Liu QP (2014) Climate change and glacier area shrinkage in the Qilian mountains, China, from 1956 to 2010. Annuals of Glaciology 55: 187–197. https://doi.org/10.3189/2014AoG66A045CrossRefGoogle Scholar
  42. Wang L, Li ZQ, Wang FT, et al. (2014) Glacier changes from 1964 to 2004 in the Jinghe River basin, Tien Shan. Cold Regions Science and Technology 102: 78–83. https://doi.org/10.1016/j.coldregions.2014.02.006CrossRefGoogle Scholar
  43. Wang NL, He JQ, Pu JC, et al. (2010) Variations in equilibrium line altitude of the Qiyi Glacier, Qilian Mountains, over the past 50 years. Chinese Science Bulletin 55(33): 3810–3817. https://doi.org/10.1007/s11434-010-4167-3CrossRefGoogle Scholar
  44. Wang PY, Li ZQ, Li HL (2011a) Ice volume changes and their characteristics for representative glacier against the background of climatic warming-A case study of Urumqi, Glacier No.1, Tianshan, China. Journal of nature resources 26(7): 1189–1198. (In Chinese)Google Scholar
  45. Wang PY, Li ZQ, Cao M, et al. (2011b) Ice surface elevation changes of Glacier No.4 of Sigong River in Bogda Tianshan Mountains, during the last 50 years. Arid Land Geography 34(3): 464–470. (In Chinese)Google Scholar
  46. Wang PY, Li ZQ, Wu LH, et al. (2012) Ice thickness and volume based on GPR, GPS and GIS: example from the Heigou Glacier No.8, Bogda-Peak region, Tianshan, China. Earth Science-Journal of China University of Geosciences 37: 179–187. (In Chinese)Google Scholar
  47. Wang X, Florian S, Zhou AG, et al. (2013) Glacier and glacial lake changes and their relationship in the context of climate change, Central Tibetan Plateau 1972–2010. Global and Planetary Change 111: 246–257. https://doi.org/10.1016/j.gloplacha.2013.09.011CrossRefGoogle Scholar
  48. Wu GH, Zhang SY, Wang ZX (1983) Retreat and advance of modern glaciers in Bogda, Tianshan. Journal of Glaciology and Geocryology 5(3): 143–154. (In Chinese)Google Scholar
  49. Yang W, Yao TD, Guo XF, et al. (2013) Mass balance of a maritime glacier on the southeast Tibetan Plateau and its climatic sensitivity. Journal of Geophysical Research: Atmospheres 118(17): 9579–9594. https://doi.org/10.1002/jgrd.50760Google Scholar
  50. Yao HB, Li ZQ, Wang PY, et al. (2015) Area variation analysis of Urumqi Glacier No.1 in past 50 decades. Arid Zone Research 32(3): 442–447. (In Chinese)Google Scholar
  51. Ye BS, Yang DQ, Jiao KQ, et al. (2005) The Urumqi River source Glacier No.1, Tianshan, China: Changes over the past 45 years. Geophysical Research Letters 32: L21504. https://doi.org/10.1029/2005GL024178CrossRefGoogle Scholar
  52. Zhang CM, Liu QS, Liu GH, et al. (2012) Data processing and application progress of SRTM 3 and ASTER GDEM. Geography and Geo-Information Science 28(5): 29–34. (In Chinese)Google Scholar
  53. Zhu HY, Yang TB, Tian HZ (2013) Glacier variation in the Altun Mountains from 1973 to 2010. Geographical Research 32(8): 1430–1438. (In Chinese)Google Scholar
  54. Zhang YS, Liu QS, Shangguan DH (2012) Ground multi-baseline digital photogrammetry for surveying the Heigou Glacier No.8 in the Mt. Bogda, Tianshan Mountains. Journal of Glaciology and Geocryology 34(5): 1184–1189. (In Chinese)Google Scholar

Copyright information

© Science Press, Institute of Mountain Hazards and Environment, CAS and Springer-Verlag GmbH Germany 2017

Authors and Affiliations

  1. 1.Institute of Glaciology and Ecogeography, College of Earth and Environmental SciencesLanzhou UniversityLanzhouChina
  2. 2.Faculty of GeomaticsLanzhou Jiaotong UniversityLanzhouChina
  3. 3.Research Center for Arid Area and Desert, College of Earth and Environmental SciencesLanzhou UniversityLanzhouChina

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