Glacier changes and their impacts on the discharge in the past half-century in Tekes watershed, Central Asia
Introduction
Mountains are the water towers of the world (Immerzeel et al., 2010, Viviroli et al., 2007), including for Central Asia, whose rivers all are fed from the TienShan mountains and adjacent mountain ranges. Snow and glacial melt are important hydrologic processes in these areas (Immerzeel et al., 2009, Zhang et al., 2008). For example, glacier retreat will result in decreased summer streamflow (Barnett et al., 2005). Changes in runoff due to glacier retreat is concerning, especially in areas where glacier runoff is a major source of water for agricultural, industrial, and municipal uses (Aizen et al., 2007, Luo et al., 2013). Hydrological investigations of glacier are thus necessary for these watersheds (Luo et al., 2013). Glaciers have been intensively studied through on-site observation and modeling at the glacier scale (Xiao et al., 2008, Ye et al., 2001) and remote sensing at the regional scale (Aizen et al., 2007, Kriegel et al., 2013, Shangguan et al., 2009). At basin scale, melting and runoff generation processes, water yield and its temporal distribution, and glacier contribution to streamflow are the key issues to be addressed (Luo et al., 2013).
Earlier studies have addressed the importance of glacial and snow melt and the potential effects of climate change on downstream hydrology, but these are mostly qualitative (Barnett et al., 2005, Bates et al., 2008, Cyranoski, 2005) or local in nature (Rees and Collins, 2006, Singh and Bengtsson, 2005). This is because hydrological modeling in mountainous catchments is challenged by complex physical conditions and data availability those introduce large uncertainty ranges (Gurtz et al., 2003, Moussa et al., 2007, Wortmann et al., 2013). Most commonly, data have poor coverage and quality at high altitudes requiring extrapolation over large topographically heterogeneous areas and elevation zones. Also, complex hydrological processes such as snow and glacier melt paired with data scarcity require catchment models to compromise physical for more empirical representations (Wagener et al., 2004, Wortmann et al., 2013). The relevance of glacial melt for Asian river basin hydrology therefore remains largely unknown (Immerzeel et al., 2010).
Physically-based, distributed hydrological models are currently available and may be used to evaluate distributed snow, ice melting, and runoff formation in glaciered watersheds in a more detailed way (Luo et al., 2013). The Soil Water Assessment Tool (Neitsch et al., 2005), a basin-scale, continuous-time, physically based, distributed model, is capable of continuous simulation over long time periods. Major model components include energy-balance, water-balance, soil temperature and properties, plant growth, mass transport, and land management. SWAT has been used in a wide range of climatic, topographic, soil, and management conditions around the world to investigate a broad range of hydrological and environmental topics (Gassman et al., 2007), including cases of snow hydrology studies (Fontaine et al., 2002, Luo et al., 2013, Wang and Melesse, 2005).
The Tekes River, originates at the northern slope of the Hantengri Peak, is the primary headstream of the Ili River, a border river between China and Kazakhstan. The Tekes watershed is a typical data-scarce area, in which there is not observational station above 2000 m (Lu et al., 2012, Ye et al., 1996). A few of research has been done on the hydrological modeling with model and experimental flood forecasting method (Lu et al., 2012, Wang et al., 2005, Ye et al., 1996, Zeng and Wang, 2004). Lu et al. (2012) applied SWAT to Ili River basin for modeling the hydrological process and developed a new suitable method for calibration in data-scarce basin; Zeng and Wang, 2004, Wang et al., 2005 analyzed the characteristics of the runoff and flood based on the observational data including precipitation, temperature and runoff. Meanwhile, scientists have estimated the glacier area variation according to the selected glaciers. Li et al. (2010) researched 1800 glaciers in Xinjiang (1543 glacier in the Chinese Tianshan Mountains), and the total area was reduced by 11.7% starting from the 1960s/1970s to the 2000s. Wang et al. (2011) weighted the data according to the glacier area of ten drainage basins and got that the total area of glaciers in the Chinese Tianshan Mountains was reduced by 11.5% in the past five decades. In Ili River basin, the research on the contribution of glaciers to the discharge and the impacts of glaciers change on the discharge was inadequate except for three studies (Li et al., 2010, Liu et al., 1999, Yang, 1987). They reached a consensus on the number, area and reserves of the glaciers in our country part of Ili River basin, but there were difference in the discharge of glaciers. It is difficult to judge which is right, because there is not a glacier in monitoring in this basin (Li et al., 2010). Thus, greater understanding of the contribution of glaciers to the discharge and the impacts of glaciers change on the discharge is needed to guide comprehensive water resources management in this region.
The overarching goal of this study is to reveal the contribution of the discharge from precipitation in glacier area to the total and its temporal variation with the change of glacier area over the past half century in the Tekes watershed, which is under the assumption that the glaciers is viewed as a special underlaying surface with very low infiltration rate and without change in a given period. The specific objectives are: (1) to investigate the changes of the glacier based on two periods images which are respectively acquired in about 1970 and 2007 and two Chinese glacier inventories; (2) to evaluate the contribution of the discharge from precipitation in glacier area to the total discharge based on SWAT, and (3) to analyze the temporal change of the discharge from precipitation in glacier area.
Section snippets
Study area
The Tekes River flows into the Kunes River in Xinjiang, China, and converges with the Kash River to form the Ili River, which flows into the Lake Balkhash in Kazakhstan. As a part of the Ili River basin, the Tekes watershed is located in the hinterlands of Eurasia, being hidden deeply inland, surrounded with mountains on three sides, and distant from oceans. However, a humid and temperate climate is formed in the Ili River Valley, which becomes the precipitation center of the Tianshan Mountains
Conceptual framework for analyzing the impacts of glacier changes on the hydrology in Tekes watershed
A conceptual framework was developed to reveal the impacts of glacier changes on the hydrology in Tekes watershed over the past half century (Fig. 2). In this framework, the glacier changes was considered to be a main cause of hydrological process changes, including the changes of the contribution of the discharge from precipitation in glacier area to the total and its distribution in a year. This framework included three major tasks: investigating the hydrological responses to glacier changes,
Watershed delineation
The DEM was used to generate flow direction and flow paths in a Geographic Information System (GIS). The watershed outlet was defined at the Qiafuqihai station, which is located on the mainstream and controls the discharge from the whole watershed. Based on the relation between drainage area threshold and the total length of drainage network method a 400 km2 threshold of accumulative area was used to define the origin of a stream and the watershed was divided into 39 subbasins. In the Tekes
Performance of SWAT model in Tekes watershed
Because the monthly discharge in Tekes watershed vary widely, the simulated and observed monthly discharge was normalized by dividing them to the maximum value in each period. Comparisons between normalized simulated and observed monthly values in the periods of calibration and validation were shown in Fig. 3. Good matches could not only be seen between simulated and observed values in period of 1966–1975 using LULC 1970 (Fig 3a), but also between the simulated and observed values in period of
Discussion
The glacier area in Tekes watershed was reduced 22% at the rate of 0.6% a− since 1970s, which was considerably greater than 4.7% for the decline of the total area of 960 glaciers in the Chinese Tianshan Mountains in the past 30–40 years starting from the 1960s (Ding et al., 2006), 11.7% for the total area 1800 glaciers in Xinjiang (1543 glacier in the Chinese Tianshan Mountains) starting from the 1960s/1970s to the 2000s (Li et al., 2010), and 11.5% for the total area of glaciers in the Chinese
Conclusions
In this study we aimed to investigate glacier changes and their impacts of on hydrology in TienShan Mountains of Central Asia. Major research findings and their implication on practices and future research were as follows:
The SWAT model was suitable in Tekes watershed which was proven by the high NSE and R2 values and low PBIAS in two periods using two remotely sensed digital LULCs combined to two Chinese glacier inventories, respectively. The contribution of the discharge from precipitation in
Conflict of Interest
The authors declare no conflict of interest.
Acknowledgements
This work was supported by the National Natural Science Foundation of China (Grant No. 41190084), the National Science and Technology Support Projects (2012BAC19B07), the International Science & Technology Cooperation Program of China (Grant No. 2013DFG70990).
References (43)
- et al.
Development of a snowfall–snowmelt routine for mountainous terrain for the soil water assessment tool (SWAT)
J. Hydrol.
(2002) - et al.
Large-scale monitoring of snow cover and runoff simulation in Himalayan river basins using remote sensing
Remote Sens. Environ.
(2009) - et al.
Changes in glacierisation, climate and runoff in the second half of the 20th century in the Naryn basin, Central Asia
Global Planet. Change
(2013) - et al.
Inclusion of glacier processes for distributed hydrological modeling at basin scale with application to a watershed in Tianshan Mountains, northwest China
J. Hydrol.
(2013) - et al.
Distributed hydrological modelling of a Mediterranean mountainous catchment – model construction and multi-site validation
J. Hydrol.
(2007) - et al.
Glacier changes during the last forty years in the Tarim Interior River basin, northwest China
Prog. Nat. Sci.
(2009) - et al.
Impact of warmer climate on melt and evaporation for the rainfed, snowfed and glacierfed basins in the Himalayan region
J. Hydrol.
(2005) - et al.
Eco-environmental monitoring and evaluation of the Tekes watershed in Xinjiang using remote sensing images
Proc. Environ. Sci.
(2011) - et al.
Large area hydrologic modeling and assessment Part I: Model development1
JAWRA J. Am. Water Resour. Assoc.
(1998) - et al.
Potential impacts of a warming climate on water availability in snow-dominated regions
Nature
(2005)
Climate change: the long-range forecast
Nature
The retreat of glaciers in response to recent climate warming in western China
Ann. Glaciol.
A comparative study in modelling runoff and its components in two mountainous catchments
Hydrol. Process.
The analysis of precipitation change trend in Zhaosu County in Westen Tianshan mountain
Water Conservan. Sci. Technol. Econ.
Climate change will affect the Asian water towers
Science
Study on recent glaciers and their impact on water resources in Xinjiang, North Western China
Quater Sci.
Study on the glacier variation and its runoff responses in the arid region of Northwest China
Sci. China (Ser. D: Earth Sci.)
A new suitable method for SWAT model calibration and its application in data-scarce basins
J. Lanzhou Univ. (Nat. Sci.)
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