ICESat/GLAS-derived changes in the water level of Hulun Lake, Inner Mongolia, from 2003 to 2009

Chunlan LI, Jun WANG, Richa HU, Shan YIN, Yuhai BAO, Yuwei LI

PDF(920 KB)
PDF(920 KB)
Front. Earth Sci. ›› 2018, Vol. 12 ›› Issue (2) : 420-430. DOI: 10.1007/s11707-017-0666-8
RESEARCH ARTICLE
RESEARCH ARTICLE

ICESat/GLAS-derived changes in the water level of Hulun Lake, Inner Mongolia, from 2003 to 2009

Author information +
History +

Abstract

Hulun Lake is the largest freshwater lake in northern Inner Mongolia and even minor changes in its level may have major effects on the ecology of the lake and the surrounding area. In this study, we used high-precision elevation data for the interval from 2003–2009 measured by the Geoscience Laser Altimetry System (GLAS) on board the Ice, Cloud, and land Elevation Satellite (ICESat) to assess annual and seasonal water level variations of Hulun Lake. The altimetry data of 32 satellite tracks were processed using the RANdom SAmple Consensus algorithm (RANSAC) to eliminate elevation outliers, and subsequently the Normalized Difference Water Index (NDWI) was used to delineate the area of the lake. From 2003–2009, the shoreline of Hulun Lake retreated westwards, which was especially notable in the southern part of the lake. There was only a small decrease in water level, from 530.72 m to 529.22 m during 2003–2009, an average rate of 0.08 m/yr. The area of the lake decreased at a rate of 49.52 km2/yr, which was mainly the result of the shallow bathymetry in the southern part of the basin. The decrease in area was initially rapid, then much slower, and finally rapid again. Generally, the lake extent and water level decreased due to higher temperatures, intense evaporation, low precipitation, and decreasing runoff. And their fluctuations were caused by a decrease in intra-annual temperature, evaporation, and a slight increase in precipitation. Overall, a combination of factors related to climate change were responsible for the variations of the water level of Hulun Lake during the study interval. The results improve our understanding of the impact of climate change on Hulun Lake and may facilitate the formulation of response strategies.

Keywords

ICESat/GLAS altimetry / water level / Hulun Lake / arid area / climate change

Cite this article

Download citation ▾
Chunlan LI, Jun WANG, Richa HU, Shan YIN, Yuhai BAO, Yuwei LI. ICESat/GLAS-derived changes in the water level of Hulun Lake, Inner Mongolia, from 2003 to 2009. Front. Earth Sci., 2018, 12(2): 420‒430 https://doi.org/10.1007/s11707-017-0666-8

References

[1]
Abshire J B, Sun X, Riris H, Sirota J M, McGarry J F, Palm S, Yi D, Liiva P (2005). Geoscience Laser Altimeter (GLAS) on the ICESat Mission: on-orbit measurement performance. Geophys Res Lett, 32(21): L21S02
CrossRef Google scholar
[2]
An X P, Du Z H, Zhang J H, , Qi J W (2012). Structure of the zooplankton community in Hulun Lake, China. Procedia Environmental Sciences, 13: 1099–1109
CrossRef Google scholar
[2]
Bai M L, Hao R Q, Li X C, Yang J (2014). Variable characteristics of extreme climate events during 1961‒2010 in Inner Mongolia. Arid Meteorology, 32(2): 189–193 (in Chinese)
[3]
Bai M L, Hao R Q, Shen J G (2008). Effects of climatic change on eco-environment in HuLunHu Lake Area in last 46 years. J Desert Res, 28(1): 101–107 (in Chinese)
[4]
Bracht-Flyr B, Istanbulluoglu E, Fritz S C (2013). A hydro-climatological lake classification model and its evaluation using global data. J Hydrol (Amst), 486: 376–383
CrossRef Google scholar
[5]
Chu Y H, Li J C, Jiang W P, Zhang Y (2005). Monitoring of water level variations of Hulun lake with JASON-1 altimetric data. Journal of geodesy and geodynamics, 25(4): 11–16 (in Chinese)
[6]
Cui X Y, Yang J, Hao J X, Bu T G, Liu Z G (2015). The formation of history and change of Hulu Lake. Inner Mongolia Science Technology and Economy, (1): 43–47 (in Chinese)
[7]
Du Y, Zhang Y H, Ling F, Wang Q M, Li W B, Li X D (2016). Water bodies’ mapping from sentinel-2 imagery with modified normalized difference water index at 10-m spatial resolution produced by sharpening the SWIR band. Remote Sens, 354(8): 1–19
[8]
Eric M, Li J, Joksimovic D (2015). Performance evaluation of low impact development practices using linear regression. British Journal of Environment and Climate Change, 5(2): 78–90
CrossRef Google scholar
[9]
Fischler M A, Bolles R C (1981). Random sample consensus: a paradigm for model fitting with applications to image analysis and automated cartography. Commun ACM, 24(6): 381–395
CrossRef Google scholar
[10]
Frazier P S, Page K J (2000). Water body detection and delineation with Landsat TM data. Photogramm Eng Remote Sensing, 66(12): 1461–1467
[28]
Gautam V K, Gaurav P K, Murugan P, Annadurai M (2015). Assessment of surface water dynamics in bangalore using WRI, NDWI, MNDWI, supervised classification and K-T transformation. Aquatic Procedia, (4): 739–746
[11]
Gong Z, Kawamura K, Ishikawa N, Goto M, Wulan T, Alateng D, Yin T, Ito Y (2015). MODIS normalized difference vegetation index (NDVI) and vegetation phenology dynamics in the Inner Mongolia grassland. Solid Earth, 6(4): 1185–1194
CrossRef Google scholar
[12]
Gu R Y, Li S H, Zhao H Y, Li C, Song W S, Meng J, Wang Y P (2012). Responses of runoff in Hulun lake basin of Inner Mongolia to climate change. Chinese Journal of Ecology, 31(6): 1517–1524 (in Chinese)
[13]
Huang J (2011). Stochastic analysis of hydrological time series based on wavelet theory in Hulun Basin. Dissertation for Master Degree. Inner Mongolia Agricultural University (in Chinese)
[14]
Jiang Z F, Li C Y, Zhang S (2014). Zooplankton in Hulun Lake and the eutrophication evaluation. Journal of Arid Land Resources and Environment, 28(1): 158–162 (in Chinese)
[15]
Leira M, Cantonati M (2008). Effects of water-level fluctuations on lakes: annotated bibliography. Hydrobiologia, 613(1): 171–184
CrossRef Google scholar
[16]
Li C Y, Sun B, Jia K L, Zhang S, Li W P, Shi X H, Cordovil C M D S, Pereira L S (2013). Multi-band remote sensing based retrieval model and 3D analysis of water depth in Hulun Lake, China. Math Comput Model, 58(3–4): 771–781
CrossRef Google scholar
[17]
Li J L, Chen X, Bao A M (2011a). Spatial-temporal characteristics of lake level changes in Central Asia during 2003–2009. Acta Geogr Sin, 66(9): 1219–1229 (in Chinese)
[18]
Li J L, Sheng Y W, Luo J C (2011b). Automatic extraction of Himalayan glacial lakes with remote sensing. Journal of Remote Sensing, 15(1): 29–43
[19]
Li X R, Tana (2014). Analysis of the relationship between the level of Hulun Lake and meteorological factors. Meteorology Journal of Inner Mongolia, (6): 26–28 (in Chinese)
[20]
Liu J S, Wang S Y, Yu S M, Yang D, Zhang L (2009). Climate warming and growth of high-elevation inland lakes on the Tibetan Plateau. Global Planet Change, 67(3–4): 209–217
CrossRef Google scholar
[21]
McFeeters S K (1996). The use of the Normalized Difference Water Index (NDWI) in the delineation of Open water features. Int J Remote Sens, 17(7): 1425–1432
CrossRef Google scholar
[22]
Phan V H, Lindenbergh R, Menenti M (2012). ICESat derived elevation changes of Tibetan lakes between 2003 and 2009. Int J Appl Earth Obs Geoinf, 17: 12–22
CrossRef Google scholar
[23]
Priyeshu S, Rakesh B, Prashant K, Dobhal D P (2013). Water level changes of high altitude lakes in Himalaya–Karakoram from ICESat altimetry. J Earth Syst Sci, 6: 1533–1543
[24]
Schutz B E, Laser F L, Surface P (2002). Technical Report of Geoscience Laser Altimeter System (GLAS). Center for Space Research, The University of Texas at Austin
[25]
Song C, Huang B, Ke L, Richards K S (2014). Seasonal and abrupt changes in the water level of closed lakes on the Tibetan Plateau and implications for climate impacts. J Hydrol (Amst), 514: 131–144
CrossRef Google scholar
[26]
Sun B (2010). The Dynamic Change of Water Based on Spatial Information Technology for Hunlun Lake in Inner Mongolia. Dissertation for PhD Degree. Inner Mongolia Agricultural University (in Chinese)
[27]
Taylor S, Kumar L, Reid N (2011). Accuracy comparison of Quickbird, Landsat TM and SPOT 5 imagery for Lantana camara mapping. Journal of Spatial Science, 56(2): 241–252
CrossRef Google scholar
[29]
Wang B, Lv C W, He J (2012a). Spatio-temporal monitoring of Hulun Lake using remote sensing. Environ Sci Technol, 35(9): 94–98
[30]
Wang W, Liu L N, Ma L Z, He J (2015). Spatial distributions and environmental implications of diatom assemblages in surface sediments of Hulun Lake, China. Environ Earth Sci, 74(2): 1803–1813
CrossRef Google scholar
[31]
Wang X W, Gong P, Zhao Y Y, Xu Y, Cheng X, Niu Z G, Luo Z C, Huang H B, Sun F D, Li X W (2013). Water-level changes in China’s large lakes determined from ICESat/GLAS data. Remote Sens Environ, 132: 131–144
CrossRef Google scholar
[32]
Wang Y P, Zhao H Y, Li C, Song W S (2012b). The review of the relationship with climate change and Hulun Lake wetland. Chinese Agricultural Science Bulletin, 28(8): 300–305 (in Chinese)
[33]
Wen R L, Xiao J, Chang Z G, Zhai D Y, Xu Q H, Li Y C, Itoh S, Lomtatidze Z (2010). Holocene precipitation and temperature variations in the East Asian monsoonal margin from pollen data from Hulun Lake in northeastern Inner Mongolia. Quat Res, 73: 293–303
CrossRef Google scholar
[34]
Wu Y A, Pang Z G, Lu J X, Qu W (2013). Dynamic changes of Hulun Lake Wetland area through remote sensing monitoring and driving forces analysis. Journal of China Institute of Water Resources and Hydropower Research, 11(1): 20–26 (in Chinese)
[35]
Xiao J L, Chang Z G, Wen R L, Zhai D Y, Itoh S, Lomtatidze Z (2009). Holocene weak monsoon intervals indicated by low lake levels at Hulun Lake in the monsoonal margin region of northeastern Inner Mongolia. China. Holocene, 19(6): 899–908
CrossRef Google scholar
[36]
Xiao J L, Si B, Zhai D Y, Itoh S, Lomtatidze Z (2008). Hydrology of Dali Lake in centraleastern Inner Mongolia and Holocene East Asian monsoon variability. J Paleolimnol, 40(1): 519–528
CrossRef Google scholar
[37]
Xiao J L, Wu J T, Si B, Liang W D, Nakamura T, Liu B L, Inouchi Y (2006). Holocene climate changes in the monsoon/arid transition reflected by carbon concentration in Daihai Lake of Inner Mongolia. Holocene, 16(4): 551–560
CrossRef Google scholar
[38]
Xiao J L, Xu Q H, Nakamura T, Yang X L, Liang W D, Inouchi Y (2004). Holocene vegetation variation in the Daihai Lake region of north-central China: a direct indication of the Asian monsoon climatic history. Quat Sci Rev, 23(14‒15): 1669–1679
CrossRef Google scholar
[39]
Xue B, Qu W C, Wang S M, Ma Y, Dickman D (2003). Lake level changes documented by sediment properties and diatom of Hulun Lake, China since the late Glacial. Hydrobiologia, 498(1/3): 133–141
CrossRef Google scholar
[40]
Zhai D Y, Xiao J L, Fan J W, Zhou L, Wen R L, Pang Q Q (2013). Spatial heterogeneity of the population age structure of the ostracode Limnocythere inopinata in Hulun Lake, Inner Mongolia and its implications. Hydrobiologia, 716: 29–46
CrossRef Google scholar
[40]
Zhai D Y, Xiao J L, Zhou L, Wen R L, Chang Z G, Wang X, Jin X D, Pang Q Q, Itoh S (2011). Holocene East Asian monsoon variation inferred species assemblage and shell chemistry of the ostracodes from Hulun Lake, Inner Mongolia. Quat Res, 75(03): 512–522
CrossRef Google scholar
[41]
Zhang G Q, Xie H J, Kang S C, Yi D H, Ackley S F (2011). Monitoring lake level changes on the Tibetan Plateau using ICESat altimetry data (2003‒2009). Remote Sens Environ, 115(7): 1733–1742
CrossRef Google scholar
[42]
Zhang N, Wu L J, Liu S T, Dou H S, Li J (2015). The characteristics of climate change and its influence on water area of Hulun Lake. Journal of Arid Land Resources and Environment, 29(7): 192–197 (in Chinese)
[43]
Zhao F L (1992). Hulun Buir Union Hydrology. Inner Mongolia Culture Press (in Chinese)
[44]
Zhao H Y, Li C C, Zhao H H, Tian H C, Song Q W, Kou Z Q (2007). The climate change and its effect on the water environment in the Hulun Lake wetland. Journal of Glaciology and Geocryology, 29(5): 795–801 (in Chinese)
[45]
Zhao H Y, Wu L J, Hao W J (2008). Influences of climate change to ecological and environmental evolvement in the Hulun Lake wetland and its surrounding areas. Acta Ecol Sin, 28(3): 1064–1071 (in Chinese)
[46]
Zhou C H, Luo J C, Yang X M (1999). Geo-understanding and Analysis of Remote Sensing Images. Beijing: Science and Technology Press (in Chinese)
[47]
Zwally J, Schutz B, Abdalati W, Abshire J, Bentley C, Brenner A, Bufton J, Dezio J, Hancock D, Harding D, Herring T, Minster B, Quinn K, Palm S, Spinhirne J, Thomas R (2002). ICESat’s laser measurements of polar ice, atmosphere, ocean and land. J Geodyn, 34(3–4): 405–445
CrossRef Google scholar

Acknowledgments

This study was supported by the national ‘‘12th Five-Year Plan” Project for Science and Technology Support (Grant No. 2013DAK05B01) and the National Natural Science Foundation of China (Grant No. 61631011). In addition, the authors are grateful to Prof. Lei Wang, Department of Geography & Anthropology at Louisiana State University, for sharing the data extraction method used in this study and to thank Prof. Hui Jiang who is a professor in School of Geographic Sciences at East China Normal University, and Prof. Lizhong Yu who is a professor in New York University Shanghai, for their great help for language revision. There is no conflicts of interest and financial disclosures.

RIGHTS & PERMISSIONS

2017 Higher Education Press and Springer-Verlag Berlin Heidelberg
AI Summary AI Mindmap
PDF(920 KB)

Accesses

Citations

Detail

Sections
Recommended

/