Orginal Article

RS analysis of glaciers change in the Heihe River Basin, Northwest China, during the recent decades

  • 1. State Key Laboratory of Cryospheric Sciences, Cold and Arid Regions Environmental and Engineering Research Institute/Tianshan Glaciological Station, CAS, Lanzhou 730000, China
    2. University of Chinese Academy of Sciences, Beijing 100049, China
    3. College of Geography and Environmental Sciences, Northwest Normal University, Lanzhou 730070, China
    4. College of Environment and Planning, Liaocheng University, Liaocheng 252059, Shandong, China

Huai Baojuan (1988-), PhD, specialized in GIS and glaciology. E-mail:

Received date: 2014-01-03

  Accepted date: 2014-02-25

  Online published: 2014-06-20

Supported by

Funds for Creative Research Groups of China, No.41121001.Project for Incubation of Specialists in Glaciology and Geocryology of National Natural Science Foundation of China, No.J1210003/J0109.National Natural Science Foundation of China, No.41340014.National Basic Research Program of China, No.2013CBA01801


The Heihe River Basin is the second largest inland river basin in Northwest China and it is also a hotspot in arid hydrology, water resources and other aspects of researches in cold regions. In addition, the Heihe River Basin has complete landscape, moderate watershed size, and typical social ecological environmental problems. So far, there has been no detailed assessment of glaciers change information of the whole river basin. 1:50,000 topographic map data, Landsat TM/ETM+ remote sensing images and digital elevation model data were used in this research. Through integrated computer automatic interpretation and visual interpretation methods, the object-oriented image feature extraction method was applied to extract glacier outline information. Glaciers change data were derived from analysis, and the glacier variation and its response to climate change in the period 1956/1963-2007/ 2011 were also analyzed. The results show that: (1) In the period 1956/1963-2007/2011, the Heihe River Basin’s glaciers had an evident retreat trend, the total area of glaciers decreased from 361.69 km2 to 231.17 km2; shrinking at a rate of 36.08%, with average single glacier area decrease 0.14 km2; the total number of the glaciers decreased from 967 to 800. (2) Glaciers in this basin are mainly distributed at elevations of 4300-4400 m, 4400-4500 m and 4500-4600 m; and there are significant regional differences in glaciers distribution and glaciers change. (3) Compared with other western mountain glaciers, glaciers retreat in the Heihe River Basin has a higher rate. (4) Analysis of the six meteorological stations’ annual average temperature and precipitation data from 1960 to 2010 suggests that the mean annual temperature increased significantly and the annual precipitation also showed an increasing trend. It is concluded that glacier shrinkage is closely related with temperature rising, besides, glacier melting caused by rising temperatures greater than glacier mass supply by increased precipitation to some extent.

Cite this article

Baojuan HUAI, Zhongqin LI, Shengjie WANG, Meiping SUN, Ping ZHOU, Yan XIAO . RS analysis of glaciers change in the Heihe River Basin, Northwest China, during the recent decades[J]. Journal of Geographical Sciences, 2014 , 24(6) : 993 -1008 . DOI: 10.1007/s11442-014-1133-z


1 Baatz M, Schape A, 2000. Multiresolution segmentation: An optimization approach for high quality multi-scale image segmentation.Angewandte Geographische Information sver Arbeitung, 12: 12-23.
2 Benz U C, Hofmann P, Willhauck Get al., 2004. Multi-resolution, object-oriented fuzzy analysis of remote sensing data for GIS-ready information.Journal of Photogrammetry and Remote Sensing, 58(3/4): 239-258.
3 Blaschke T, 2010. Object based image analysis for remote sensing.Journal of Photogrammetry and Remote Sensing, 65: 2-16.
4 Blaschke T, Hay G J, 2001. Object-oriented image analysis and scale-space: Theory and methods for modeling and evaluating multiscale landscape structure.International Archives of Photogrammetry and Remote Sensing, 34(4): 22-29.
5 Bolch T, 2007. Climate change and glacier retreat in northern Tian Shan (Kazakhstan/Kyrgyzstan) using remote sensing data.Global and Planetary Change, 56: 1-12.
6 Chen Jianming, Liu Chaohai, Jin Mingxie, 1996. Application of the repeated aerial photogrammetry to monitoring glacier variation in the drainage area of the Urumqi River.Journal of Glaciology and Geocryology, 18(4): 331-336. (in Chinese)
7 Feng Qi, Cheng Guodong, Endo Kunihiko, 2002. Towards sustainable development of the environmentally degraded Heihe River Basin, China.Hydrological Science Journal Des Sciences Hydrologiques, 46(5): 647-658.
8 Guo Jiancong, Li Peijun, Xiao Xiaopai, 2008. A hierarchical segmentation method for multispectral imagery.Acta Scientiarum Naturalium Universitatis Pekinensis, 3: 123-127. (in Chinese)
9 Haeberli W, Cihlar J, Barry R G, 2000. Glacier monitoring within the Global Climate Observing System.Annals of Glaciology, 241-246.
10 Hall D K, Bayr K J, Bindschadler Ret al., 2001. Changes in the Pasterze Glacier, Austria, as measured from the ground and space. The 58th Eastern Snow Conference, 197-193.
11 Hall D K, Bayr K, Schfner Wet al., 2003. Consideration of the errors inherent in mapping historical glacier positions in Austria from ground and space (1893-2001).Remote Sensing of Environment, 86: 566-577.
12 Houghton J T, 2001. Climate Change 2001: The scientific basis. Contribution of Working Group I to the Third Assessment Report of the Intergovernmental Panel on Climate Change. Cambridge: Cambridge University Press.
13 Huai Baojuan, Li Zhongqin, Sun Meipinget al., 2013. Discussion of RS methods for glacier outline detection: A case study in Headwaters of the Kanas River.Arid Zone Research, 30(2): 372-377. (in Chinese)
14 IPCC, 2001. Climate Change 2001: Impacts, Adaptation, and Vulnerability. Summary for Policymakers. Report of Working Group II of The Intergovernmental Panel on Climate Chang. Cambridge: Cambridge University Press, 2007.
15 IPCC, 2007. The Fourth Assessment Report of the Intergovernmental Panel on the Climate Change. Cambridge: Cambridge University Press: 1-996.
16 Jia Wenxiong, He Yuanqing, Li Zongxinget al., 2008. The regional difference and catastrophe of climatic change in Qilian Mt. Region.Acta Geographica Sinica, 63(3): 257-269. (in Chinese)
17 Jin Rui, Che Tao, Li Xinet al., 2004. Glacier Variation in the Pumqu Basin Derived from Remote Sensing Data and GIS Technique.Journal of Glaciology and Geocryology, 26(3): 261-266. (in Chinese)
18 Jóhannesson T, Raymond C, Waddington E, 1989. Time-scale for adjustment of glaciers to changes in mass balance.Journal of Glaciology, 35: 355-369.
19 Kang Ersi, 1996. Energy balance characteristics and mass balance change calculation research of cryosphere in High Asia.Journal of Glaciology and Geocryology, 18(Suppl.): 12-22. (in Chinese)
20 Lahousse T, Chang, KT, Lin YH, 2011. Landslide mapping with multi-scale object-based image analysis: A case study in the Baichi watershed, Taiwan.Natural Hazards and Earth System Sciences, 11: 2715-2726, doi: 10.5194/nh ess-11-2715-2011.
21 Laliberte A S, Rango A, Havstad K Met al., 2004. Object-oriented image analysis for mapping shrub encroachment from 1937 to 2003 in southern New Mexico.Remote Sensing of Environment, 93(1/2): 198-210.
22 Li Zhongqin, Han Tianding, Jing Zhefanet 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)
23 Liu Shiyin, Ding Yongjian, Zhang Yonget al., 2006. Impact of glacier change on water resources in the Tarim River Basin.Acta Geographica Sinica, 61(5): 482-490. (in Chinese)
24 Liu Shiyin, Lu Anxin, Ding Yongjianet al., 2002a. Glacier fluctuations and the inferred climate changes in the Anyêmaqên mountains in the source area of the Yellow River.Journal of Glaciology and Geocryology, 24(6): 701-707. (in Chinese)
25 Liu Shiyin, Shen Yongping, Sun Wenxinet al., 2002b. Glacier variation since the maximum of the Little Ice Age in the western Qilian Mountains, Northwest China.Journal of Glaciology and Geocryology, 24(3): 227-233. (in Chinese)
26 Lu Anxin, Yao Tandong, Liu Shiyinet al., 2002. Glacier change in the Geladandong area of the Tibetan Plateau monitored by remote sensing.Journal of Glaciology and Geocryology, 24(5): 559-562. (in Chinese)
27 Nie Yong, Zhang Yili, Liu Linshanet al., 2010. Monitoring glacier change based on remote sensing in the Mt. Qomolangma National Nature Preserve, 1976-2006.Acta Geographica Sinica, 65(1): 13-28. (in Chinese)
28 Ning Baoying, He Yuanqing, He Xianzhonget al., 2008. Advances on water resources research in Heihe River Basin.Journal of Desert Research, 28(6): 1180-1185. (in Chinese)
29 Paul F, Kaab A, Maisch Met al., 2000. The new remote sensing derived Swiss glacier inventory: Methods.Annals of Glaciology, 34: 355-361.
30 Qin Dahe, Xiao Cunde, Ding Yongjianet al., 2006. Progress on cryospheric studies by international and Chinese communities and perspectives.Journal of Applied Meteorological Science, 17(6): 649-656. (in Chinese)
31 Schiewe J, Tufte L, Ehlers M, 2001. Potential and problems of multi-scale segmentation methods in remote sensing.GeoBIT/GIS, 6: 34-39.
32 Serandre I, Barbero R, Rabagliati Ret al., 1999. Glacier retreat in the 1980s in the Breonie, Aurine and Pustersi group (eastern Apls, Italy) in Landsat TM.Hydrological Science Journal des Sciences Hydrologiques, 44(2): 279-296.
33 Shangguan Donghui, Liu Shiyin, Ding Yongjianet al., 2004. Glacier changes at the head of Yulongkaxi river in the west Kunlun Mountains in the past 32 years.Acta Geographica Sinica, 59(6): 855-862. (in Chinese)
34 Shi Yafeng, 2001. Estimation of the water resource affected by climatic warming and glacier shrinkage before 2050 in West China.Journal of Glaciology and Geocryology, 23(4): 333-341. (in Chinese)
35 Shi Yafeng, Liu Shiyin, 2000. Estimation on the response of glaciers in China to the global warming in the 21st century.Chinese Science Bulletin, 45(7): 668-672.
36 Shi Yafeng, Shen Yongping, Hu Ruji, 2002. Preliminary study on signal, impact and foreground of climatic shift from warm-dry to warm-humid in Northwest China.Journal of Glaciology and Geocryology, 24(3): 219-226. (in Chinese)
37 Sidjak R W, Wheate R D, 1999. Glacier mapping of the Illecillewaet ice field, British Columbia, Canada, using Landsat TM and digital elevation data.International Journal of Remote Sensing, 20(2): 273-284.
38 Silverio W, Jaquet J M, 2005. Glacial cover mapping (1987-1996) of the Cordillera Blanca (Peru) using satellite imagery.Remote Sensing of Environment, 95(3): 342-350.
39 Tang Guoan, YangXin, 2006. GIS Spatial Analysis Experimental Course. Beijing: Science Press. (in Chinese)
40 Wang Puyu, Li Zhongqin,Gao Wenyuet al., 2011a. Glacier changes in the Heihe River Basin over the past 50 years in the context of climate change.Resources Science, 33(3): 399-407. (in Chinese)
41 Wang Shengjie, Zhang Mingjun, Li Zhongqinet al., 2011b. Glacier area variation and climate change in the Chinese Tianshan Mountains since 1960.Journal of Geographical Sciences, 21(2): 263-273.
42 Wang Shengjie, Zhang Mingjun, Pepin N Cet al., 2014. Recent changes in freezing level heights in High Asia and their impact on glacier changes. Journal of Geophysical Research:Atmospheres, 119, doi: 10.1002 /2013J D02 0490.
43 Wang Zongtai, 1981. Glacier list of China Qilian Mountains. Lanzhou: Institute of Glaciology and Cryopeclogy, Chinese Academy of Sciences, 58-61. (in Chinese)
44 Wang Zongtai, Su Hongchao, 2003. World and China’s glacier distribution and water resources significance.Journal of Glaciology and Geocryology, 25(5): 500-503. (in Chinese)
45 Wei Yuchun, Tang Guoan, Yang Xin et al., 2007. Remote Sensing Digital Image Processing Tutorial. Beijing: Science Press. (in Chinese)
46 Willmes S, Bareiss J, Haas Cet al., 2009. Observing snowmelt dynamics on fast ice in Kongsfjorden, Svalbard, with NOAA/AVHRR data and field measurements.Polar Research, 28(2): 203-213, doi: 10.1111/j.1751-8369. 2009.00095.x
47 Xiao Xiangming, Shen Zhenxi, Qin Xiaoguan, 2001. Assessing the potential of vegetation sensor data for mapping snow and ice cover: A normalized difference snow and ice index.International Journal of Remote Sensing, 22(13): 2479-2487.
48 Xie Zichu, Liu Chaohai, 2010. Introduction of Glaciology. Shanghai: Shanghai Kexuepuji Press, 425. (in Chinese)
49 Yang Yong, Chen Rensheng, Ji Xibin, 2007. Variations of glaciers in the Yeniugou Watershed of Heihe River Basin from 1956 to 2003.Journal of Glaciology and Geocryology, 29(1): 100-106. (in Chinese)
50 Yang Zhenniang, 1991. Glacier Water Resources in China. Lanzhou: Gansu Science and Technology Press, 72. (in Chinese)
51 Yao Tandong, Liu Shiyin, Pu Jianchenet al., 2004. Glacier retreat in High Asia and their impacts to water resource of Northwest China. Science in China (Series D), 34(6): 535-543. (in Chinese)
52 Ye Qinghua, Chen Feng, Yao Tandong, 2007. Tupu of glacier variations in the Mt.Naimona Nyi region, Western Himalayas, in the last three decades.Journal of Remote Sensing, 11(4): 511-520. (in Chinese)
53 Ye Qinghua, Kang Shichang, Chen Fenget al., 2006. Monitoring glacier variation on Geladandong mountain, central Tibetan Plateau, from 1969 to 2002 using remote sensing and GIS technologies.Journal of Glaciology, 52(179): 537-545.
54 Yellow River Conservancy Committee, 2010(in Chinese)
55 Zhang Huawei, Lu Anxin, Wang Lihonget al., 2010. Glacier change in the Lenglongling Mountain monitored by remote sensing.Remote Sensing Technology and Application, 25(5): 682-686. (in Chinese)
56 Zhang Huawei, Lu Anxin, Wang Lihonget al., 2011a. Glacier change in the Shulenan Mountain monitored by remote sensing.Journal of Glaciology and Geocryology, 33(1): 8-13. (in Chinese)
57 Zhang Minhua, 2005. Extracting the temperate glacier information in the Mount Namjagbarwa, Tibet Autonomous Region, based on ETM+ image.Journal of Glaciology and Geocryology, 27(2): 226-232. (in Chinese)
58 Zhang Tingbin, Zhang Jianping, Wu Huaet al., 2011b. Variation of the glaciers in Nyingchi Municipality of Tibet Autonomous Region during 1990-2000.Journal of Glaciology and Geocryology, 33(1): 14-20. (in Chinese)