Deciphering the role of meteorological parameters controlling the sediment load and water discharge in the Sutlej basin, Western Himalaya
Introduction
Climate change has impacted the hydrological cycle with considerable implications for the water resources in major river basins (Shrestha et al., 2015). Research efforts have been made by various researchers to examine the effects of meteorological parameters on hydrological resources including Himalayan river (Akhtar et al., 2008; Beldring et al., 2008; Bloschl and Montanari, 2010; Goswami et al., 2006; Li et al., 2016; Dahal et al., 2020). Important to be noted that the Glaciated cover in the Himalayas has decreased from km2 to km2 between and (Kulkarni et al, 2010) and the mountain ranges of the Himalayas are vulnerable to retreat of the glacier (Barnett et al., 2005).
The Hindukush-Karakoram-Himalaya (HKH) in particular, is extremely important for the nourishment of several Indus-Ganga basin rivers, fed by Himalayan glaciers and snowmelt runoff. It is important for the livelihood of several billion people dependent on river water for their food security, irrigation purposes, hydropower generation, and for several other practical reasons. To understand the role of Indian summer monsoon and westerlies on the Himalayan glacier and their interlinkage with climate change several research have been carried out (Mölg et al., 2014; Kumar et al., 2020, 2021a,b, 2021a,b; Dimri and Niyogi, 2013; Kotlia et al., 2015). In the central Himalaya, ISM plays an important role in precipitation by contributing more than of the total annual rainfall whereas eastern and Western syntaxes record only of the same during summer season (Bookhagen and Burbank, 2010; Azam et al., 2014). The Westerlies in the Western parts of the Himalayas (Kumar et al., 2020; Inoue, 1978) plays a key role in defining the behavior of the glaciers (Shekhar et al., 2017; Azam et al., 2014). Precise role of water resources in Himalayan river catchments in response to meteorological factors is not well documented due to lack of data (Haritashya et al., 2006; Raina, 2009; Srivastava et al., 2014). According to a study in the western Himalayan part of Chenab basin, temperature and precipitation shows a significant relationship with discharge and sediment load (Singh et al., 2020). An important need is felt to conduct a study concerning the effects of meteorological parameters on the hydrological process in different catchments of the Himalayas. Some researchers had though made attempts to address the crucial problems in relation with different rivers of the Himalayas such as Sutlej, Beas, Chenab & Ravi (Bhutiyani et al., 2008; Singh and Jain, 2002; Wulf et al., 2012, 2016). However, an integrated research with holistic understanding of the hydrological processes of the Sutlej basin, western Himalaya has not been attempted.
The Snow cover area (SCA) in the western and Karakoram Himalaya shows an increasing trend (Kour et al., 2016; Negi et al., 2017; Shafiq, 2019; Tahir et al., 2015) whereas in rest of the HKH region it shows a decreasing trend (Immerzeel et al., 2009; Shrestha and Joshi, 2009; Gurung et al., 2011; Maskey et al., 2011). With the embark of summer, the increase in temperature leads to an escalated runoff on account of elevated snow and glacier melt whereas, in late summer, the decreased snowmelt is compensated by the increased glacier melt and the stream flow also surges to climb up due to the augmented precipitation in some parts of the Himalayas (Engelhardt et al., 2017; Mandal et al., 2020; Pratap et al., 2019; Singh et al., 2016). The Sutlej River has of its total discharge during Spring March, April and May (MAM) and during the months of June, July, August and September (JJAS) (Singh and Jain, 2002). Studies also document the interrelationship between the discharge and sediment flux for the Indian Summer Monsoon and the Westerlies-dominated catchments (Dubey et al., 2013; Rasul et al., 2008; Bhutiyani et al., 2007; Singh and Jain, 2002; Bookhagen and Burbank, 2006; Chakrapani, 2005; Bookhagen et al., 2005). Under the climatic stress and associated hydrological impacts, HKH catchment significantly affects the sediment load in its streams. Sediment budget in different HKH river catchments indicate an increasing or decreasing trend in sediment production based on its flow type, climatic setup and geological control (Lenard et al., 2020; Jain et al., 2020). Since the past two-decades, researchers have shown their interest in understanding the river sediment transport and environment-management related problems occurring across the Himalayas and in other parts of the world (Wulf et al., 2010; Akhtar et al., 2008; Miller et al., 2012).
However, data scarcity in these terrain limits our understanding on the climatic impact on water resources. Hydro-meteorological data obtained from European Centre for Medium-Range Weather Forecasts (ECMWF) Reanalysis 5th Generation Description (ERA5), Tropical Rainfall Measuring Mission (TRMM), and Asian Precipitation - Highly-Resolved Observational Data Integration Towards Evaluation of Water Resources (APHRODITE) are the reliable data sources in absence of hydro-meteorological observational dataset in the high-altitude areas of the HKH region. (Ren et al., 2017; Sun et al., 2017; Zhan et al., 2017). The research here integrates the derived data from the sources like ERA5, TRMM, APHRODITE with the field observed data from five hydrological stations for holistic understanding of the catchment-based hydrological processes. We adopted an integrated approach using SSC, SCA, precipitation, temperature, river discharge and other parameters. The study also exerts significant emphasis on climate driven control on the hydrological processes in the Sutlej river catchment. The research aims to mainly address the objectives: 1. To estimate the spatial and temporal variations in the meteorological (temperature, precipitation, SCA) and hydrological parameters (SSC, SSL and River discharge). 2. An assessment of the interlinkage between these variations, in perspective of the overall hydrological processes. 3. To assess the importance of extreme events in contribution of sediment load to the River.
Section snippets
Study area
The study area is part of the HKH and encompasses the Himalayan catchment of the Sutlej river basin (Fig. 1a), which lies between latitude N and N, and longitude E and E, covering an area of roughly km2 (Fig. 1b). This river originates at Mansarovar Lake in the Kailash Mansarovar region and flows through China, India, and Pakistan before joining the Indus River at Mithankot in Pakistan. The Sutlej River has drainage pattern, that ranges from
Data and methodology
Our study utilizes observed and modelled data from various sources to prosper this research. The land use and land cover data with m resolution were taken from the Globcover European Space agency (Arino et al., 2012), and was used over the Sutlej river basin ((Fig. 1c). Soil type data was estimated from the harmonized world soil database (HWSD) (Nachtergaele et al., 2010) and the m resolution data for the digital elevation model (DEM) was extracted from the Shuttle Radar Topography
Meteorological parameters
The temperature and precipitation data reveals similar trend for the Spiti, Khab, and Nathpa (See supplementary Fig.S1). The average annual temperature over the whole study area, inferred from APHRODITE for the duration , varied from C to C with standard deviation (SD) of , while the data for the same inferred from MEERA for the duration ranged from C to C with SD of , and the data inferred from ERA5 for the duration ranged C to C with
Discussion
The two atmospheric circulations, namely: ISM and Westerlies are driving the hydrological processes in the Himalayan catchment of the Sutlej river basin. Our findings show that temperature and precipitation influences river discharge, the SSC, and the SCA (Fig. 6). We observe that during January to March months, the SCA for all the three stations is maximum and significant precipitation has been observed. Amongst these precipitation peaks of January to March, for some events, the amount of
Conclusions
The long-term meteorological data analysis reveals an increasing yearly trend in the temperature of the Sutlej basin of the western Himalaya. The Spiti watershed with the highest average monthly accumulated precipitation shows a long term declining annual trend, under influence of the declining trend in the winter monsoon. Further, influenced by the increasing trend of summer monsoon, an increasing yearly trend for precipitation has been observed for the Khab and Nathpa.
In comparison to Spiti,
Credit author statement
The research work presented here is part of the Ph.D of Prem Kumar (PK) under supervsion of Prof C S Dubey (CSD) and Prof Shashank Shekhar (SS). The first draft of the article was written by PK in consultation with the other authors. The major revision and final rewriting of the article was done in joint seating of PK and SS.
Declaration of competing interest
The authors declare that they have no known competing financial interests or personal relationships that could have appeared to influence the work reported in this paper.
Acknowledgement
It is duly acknowledged that the research article is out of the Ph.D. work of the first author (PK). The financial support of UGC to PK as SRF is duly acknowledged. The freely available ERA, TRMM, APHRODITE and MERRA datasets and the data sets provided by the Central Water Commission, Jangi Thopan Powari Hydro-Electric Project, Brakel Kinnaur Power Pvt. Ltd. and Sutlej Jal Vidyut Nigam (SJVN) are duly acknowledged. It is to acknowledge that the comments of the reviewers and the editor helped in
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