Glacier changes and their impacts on the discharge in the past half-century in Tekes watershed, Central Asia

https://doi.org/10.1016/j.pce.2015.03.003Get rights and content

Highlights

  • We estimate the discharge from precipitation in glacier area.

  • We assess the impacts of glacier changes on hydrology at different time scales.

  • We link hydrological model to RS to understand hydrologic impact of glacier change.

Abstract

The glacier is an important and stable water supply in Central Asia. Monitoring the change of glacier and understanding the impacts of glacier change on river discharge are critical to predict the downstream water availability change in future. Glacier changes were discussed and their impacts on river discharge were evaluated by hydrological modeling with a distributed hydrological model SWAT under two land use and land cover scenarios (1970 and 2007) in Tekes watershed, the most important source of water discharge to the Ili River. Compared to the glacier area of 1511 km2 in 1970s it decreased by 332 km2 in 2007, which resulted in the contribution the discharge from precipitation in the glacier area to the average annual discharge of the watershed changing from 9.8% in the period 1966–1975 to 7.8% in the period 2000–2008. In the month scale, with the decrease of glacier area, the distribution of the contribution of monthly discharge from precipitation in the glacier area to the total of the watershed changed from bimodal pattern to unimodal pattern. By linking a hydrological model to remote sensing image analysis and Chinese glacier inventories to determine glacier area change our approach in quantifying the impacts of glacier changes on hydrology at different scales, will provide quantitative information for stakeholders in making decisions for water resource management.

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).

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      Of this increase, 69.7% was caused by the increase in snow and glacier melt, with the proportion of snow and glacier meltwater jumping from 62.8% to 72.1% based on a water balance model (Sun et al., 2013). For the Tekes River, which has its source to the west of the Tianshan Mountains, rising temperature has accelerated the retreat of glaciers and altered the recharge processes, resulting in a reduction in the proportion of rainfall runoff from 9.8% in 1966–1975 to 7.8% in 2000–2008 based on the Soil and Water Assessment Tool (SWAT) (Xu et al., 2015). In addition, the increase in temperature also changed the form of precipitation falling in the mountainous areas (e.g., a decreased ratio of snowfall to rainfall in the Tianshan Mountains) using the threshold temperature method in combination with multi-source datasets (APHRODITE, Climate Prediction Center (CPC), and meteorological stations) (Li et al., 2020a).

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