Abstract
Fluvial discharge is a principal driver of suspended sediment (SS) transport in the Central Himalayan region, Nepal. The study examines the relationship between specific discharge at three hydrometric stations along the main Kali Gandaki (KG) River, four hydrometric stations on its tributaries with rainfalls across the entire basin and its sub basins, in relation to SS transport at a hydropower reservoir. Over the period of 2006–2017, the average monthly rainfall in June (388.39 ± 84.24 mm), July (674.91 ± 105.24 mm), August (571.81 ± 110.77 mm), and September (356.50 ± 104.39 mm) yielded an average of 2.469 ± 1.641, 12.952 ± 4.932, 12.629 ± 7.937, and 4.406 ± 2.363 megatons (Mt) of SS loads, respectively, flowing from the KG catchment into the hill-side dam reservoir. Results indicated that approximately 97% of SS was transported during the monsoon season (June–September). This corresponds to an estimated annual weathering rate in the basin of 4390 tons/km2/year, equivalent to 1.66 mm/year. Notably, both the specific direct runoff discharge and the monsoonal daily erosion rate during major rainfall events (> 30 mm/day) exhibited an upward linear trend with the basin’s rainfall.
Similar content being viewed by others
Data Availability
The data of this study is available from the corresponding author upon request.
References
Adhikari BR, Wagreich M (2011) Provenance evolution of collapse graben fill in the Himalaya—the Miocene to Quaternary Thakkhola-Mustang graben (Nepal). Sediment Geol 233:1–14
Andermann C, Bonnet S, Crave A et al (2012a) Sediment transfer and the hydrological cycle of Himalayan rivers in Nepal. Compt Rendus Geosci 344:627–635
Andermann C, Crave A, Gloaguen R et al (2012b) Connecting source and transport: suspended sediments in the Nepal Himalayas. Earth Planet Sci Lett 351:158–170
Andermann C, Longuevergne L, Bonnet S et al (2012c) Impact of transient groundwater storage on the discharge of Himalayan rivers. Nat Geosci 5:127–132
Arnell NW, Gosling SN (2016) The impacts of climate change on river flood risk at the global scale. Clim Chang 134:387–401
Aryal A, Brunton D, Raubenheimer D (2014) Impact of climate change on human-wildlife-ecosystem interactions in the Trans-Himalaya region of Nepal. Theor Appl Climatol 115:517–529
Asselman NEM (2000) Fitting and interpretation of sediment rating curves. J Hydrol 234:228–248
Ayadi I, Abida H, Djebbar Y, Raouf Mahjoub M (2010) Sediment yield variability in central Tunisia: a quantitative analysis of its controlling factors. Hydrol Sci Journal–Journal des Sci Hydrol 55:446–458
Bača P (2008) Hysteresis effect in suspended sediment concentration in the Rybárik basin, Slovakia/Effet d’hystérèse dans la concentration des sédiments en suspension dans le bassin versant de Rybárik (Slovaquie). Hydrol Sci J 53:224–235
Banasik K, Hejduk L (2013) Flow duration curves for two small catchments with various records in lowland part of poland. Rocz Ochr Środow(Annu Set Env Prot) 15:287–300
Baniya MB, Asaeda T, KC S, Jayashanka SMDH (2019) Hydraulic Parameters for sediment transport and prediction of suspended sediment for Kali Gandaki River Basin, Himalaya, Nepal. Water 11:1229
Baniya MB, Asaeda T, Fujino T et al (2020) Mechanism of riparian vegetation growth and sediment transport interaction in floodplain: a dynamic riparian vegetation model (DRIPVEM) approach. Water 12:77
Baniya MB, Fujino T, Talchabhadel R et al (2023) Detectability of the trend and hysteresis in rainfall across Kali Gandaki River Basin. Theor Appl Climatol, Central Himalaya, Nepal. https://doi.org/10.1007/s00704-023-04515-z
Bell R, Fort M, Götz J et al (2021) Major geomorphic events and natural hazards during monsoonal precipitation 2018 in the Kali Gandaki Valley. Nepal Himalaya Geomorphology 372:107451
Bhutiyani MR (2000) Sediment load characteristics of a proglacial stream of Siachen Glacier and the erosion rate in Nubra valley in the Karakoram Himalayas, India. J Hydrol 227:84–92
Bookhagen B, Thiede RC, Strecker MR (2005) Abnormal monsoon years and their control on erosion and sediment flux in the high, arid northwest Himalaya. Earth Planet Sci Lett 231:131–146
Burbank DW, Bookhagen B, Gabet EJ, Putkonen J (2012) Modern climate and erosion in the Himalaya. Compt Rendus Geosci 344:610–626
Bussi G, Dadson SJ, Prudhomme C, Whitehead PG (2016) Modelling the future impacts of climate and land-use change on suspended sediment transport in the River Thames (UK). J Hydrol 542:357–372
Carver M (1997) Diagnosis of headwater sediment dynamics in Nepal’s middle mountains: implications for land management
Chakrapani GJ, Saini RK (2009) Temporal and spatial variations in water discharge and sediment load in the Alaknanda and Bhagirathi Rivers in Himalaya, India. J Asian Earth Sci 35:545–553
Chauhan P, Sharma J, Bhardwaj P et al (2023) Comparative analysis of discharge and sediment flux from two contiguous glacierized basins of Central Himalaya, India. Environ Monit Assess 195:729
Dahal RK, Hasegawa S (2008) Representative rainfall thresholds for landslides in the Nepal Himalaya. Geomorphology 100:429–443
Duncan JMA, Biggs EM, Dash J, Atkinson PM (2013) Spatio-temporal trends in precipitation and their implications for water resources management in climate-sensitive Nepal. Appl Geogr 43:138–146
Eckhardt K (2005) How to construct recursive digital filters for baseflow separation. Hydrol Process An Int J 19:507–515
Fort M (2016) Sedimentary fluxes in Himalaya. In: Beylich AA, Dixon JC, Zwolinski Z (eds) Source-to-sink fluxes in undisturbed cold environments. Cambridge University Press, Cambridge, pp 326–350
Fort M, Cossart E, Arnaud-Fassetta G (2010) Hillslope-channel coupling in the Nepal Himalayas and threat to man-made structures: the middle Kali Gandaki valley. Geomorphology 124:178–199
Gabet EJ, Burbank DW, Putkonen JK et al (2004) Rainfall thresholds for landsliding in the Himalayas of Nepal. Geomorphology 63:131–143
Galy A, France-Lanord C (2001) Higher erosion rates in the Himalaya: geochemical constraints on riverine fluxes. Geology 29:23–26
Gautam MR, Timilsina GR, Acharya K (2013) Climate change in the Himalayas: current state of knowledge. The World Bank
Glysson GD (1987) Sediment-transport curves. US Geological Survey
Gomez B, Cui Y, Kettner AJ et al (2009) Simulating changes to the sediment transport regime of the Waipaoa River, New Zealand, driven by climate change in the twenty-first century. Glob Planet Chang 67:153–166
Granet M, Chabaux F, Stille P et al (2007) Time-scales of sedimentary transfer and weathering processes from U-series nuclides: clues from the Himalayan rivers. Earth Planet Sci Lett 261:389–406
Huo D, Chi Z, Ma A (2021) Modeling surface processes on debris-covered glaciers: a review with reference to the high mountain asia. Water 13:101
Immerzeel WW, Van Beek LPH, Konz M et al (2012) Hydrological response to climate change in a glacierized catchment in the Himalayas. Clim Chang 110:721–736
Kandel P, Chettri N, Chaudhary S et al (2021) Ecosystem services research trends in the water tower of Asia: a bibliometric analysis from the Hindu Kush Himalaya. Ecol Indic 121:107152
Karki M, Mool P, Shrestha A (2009) Climate change and its increasing impacts in Nepal. Initiat 3:30–37
Karki R, Schickhoff U, Scholten T, Böhner J (2017) Rising precipitation extremes across Nepal. Climate 5:4
Karki R, ul Hasson S, Gerlitz L et al (2018) WRF-based simulation of an extreme precipitation event over the Central Himalayas: atmospheric mechanisms and their representation by microphysics parameterization schemes. Atmos Res 214:21–35
Klein M (1984) Anti clockwise hysteresis in suspended sediment concentration during individual storms: Holbeck catchment; Yorkshire, England. Catena 11:251–257
Kumar D, Katoch SS (2014) Harnessing ‘water tower’into ‘power tower’: a small hydropower development study from an Indian prefecture in western Himalayas. Renew Sust Energ Rev 39:87–101
Kumar N, Singh SK, Dubey AK et al (2022) Prediction of soil erosion risk using earth observation data under recent emission scenarios of CMIP6. Geocarto Int 37:7041–7064
Kumar N, Singh VG, Singh SK et al (2023) Modeling of land use change under the recent climate projections of CMIP6: a case study of Indian river basin. Environ Sci Pollut Res:1–17
Lana-Renault N, Regüés D (2009) Seasonal patterns of suspended sediment transport in an abandoned farmland catchment in the Central Spanish Pyrenees. Earth Surf Process Landf 34:1291–1301
Langat P, Kumar L, Koech R (2017) Temporal variability and trends of rainfall and streamflow in tana river basin, kenya. Sustainability 9:1963
Lawler DM, Petts GE, Foster IDL, Harper S (2006) Turbidity dynamics during spring storm events in an urban headwater river system: the Upper Tame, West Midlands, UK. Sci Total Environ 360:109–126
Le VS, Yamashita T, Okunishi T et al (2006) Characteristics of suspended sediment material transport in the Ishikari Bay in snowmelt season. Appl Ocean Res 28:275–289
Lee A, Cho S, Kang DK, Kim S (2014) Analysis of the effect of climate change on the Nakdong river stream flow using indicators of hydrological alteration. J Hydro-environment Res 8:234–247
Lim KJ, Engel BA, Tang Z et al (2005) Automated web GIS based hydrograph analysis tool, WHAT 1. JAWRA J Am Water Resour Assoc 41:1407–1416
Lim KJ, Park YS, Kim J et al (2010) Development of genetic algorithm-based optimization module in WHAT system for hydrograph analysis and model application. Comput Geosci 36:936–944
Liu J, Rasul G (2007) Climate change, the Himalayan mountains, and ICIMOD. Sustain Mt Dev 53:11–14
Liu L, Liu Z, Ren X et al (2011) Hydrological impacts of climate change in the Yellow River Basin for the 21st century using hydrological model and statistical downscaling model. Quat Int 244:211–220
Lloyd CEM, Freer JE, Johnes PJ, Collins AL (2016) Using hysteresis analysis of high-resolution water quality monitoring data, including uncertainty, to infer controls on nutrient and sediment transfer in catchments. Sci Total Environ 543:388–404
Macchi M, Gurung AM, Hoermann B (2015) Community perceptions and responses to climate variability and change in the Himalayas. Clim Dev 7:414–425
Malakoutikhah S, Fakheran S, Hemami M-R et al (2018) Altitudinal heterogeneity and vulnerability assessment of protected area network for climate change adaptation planning in central Iran. Appl Geogr 92:94–103
Merz J, Dangol PM, Dhakal MP et al (2006) Rainfall-runoff events in a middle mountain catchment of Nepal. J Hydrol 331:446–458
Miller JD, Immerzeel WW, Rees G (2012) Climate change impacts on glacier hydrology and river discharge in the Hindu Kush–Himalayas. Mt Res Dev 32:461–467
Mishra B, Babel MS, Tripathi NK (2014) Analysis of climatic variability and snow cover in the Kaligandaki River Basin, Himalaya. Nepal Theor Appl Climatol 116:681–694. https://doi.org/10.1007/s00704-013-0966-1
Morin GP, Lavé J, France-Lanord C et al (2018) Annual sediment transport dynamics in the Narayani basin, Central Nepal: assessing the impacts of erosion processes in the annual sediment budget. J Geophys Res Earth Surf 123:2341–2376
Muhammad S, Thapa A (2020) An improved Terra–Aqua MODIS snow cover and Randolph Glacier Inventory 6.0 combined product (MOYDGL06*) for high-mountain Asia between 2002 and 2018. Earth Syst Sci Data 12:345–356
Mukherji A, Molden D, Nepal S et al (2015) Himalayan waters at the crossroads: issues and challenges. Int J Water Resour Dev 31:151–160
Negi VS, Maikhuri RK, Pharswan D et al (2017) Climate change impact in the Western Himalaya: people’s perception and adaptive strategies. J Mt Sci 14:403–416
Nepal S, Khatiwada KR, Pradhananga S et al (2021) Future snow projections in a small basin of the Western Himalaya. Sci Total Environ 795:148587
Nerantzaki SD, Giannakis GV, Efstathiou D et al (2015) Modeling suspended sediment transport and assessing the impacts of climate change in a karstic Mediterranean watershed. Sci Total Environ 538:288–297
Pagano SG, Rainato R, García-Rama A et al (2019) Analysis of suspended sediment dynamics at event scale: comparison between a Mediterranean and an Alpine basin. Hydrol Sci J 64:948–961
Pratt-Sitaula B, Garde M, Burbank DW et al (2007) Bedload-to-suspended load ratio and rapid bedrock incision from Himalayan landslide-dam lake record. Quat Res 68:111–120
Prosser IP, Rutherfurd ID, Olley JM et al (2001) Large-scale patterns of erosion and sediment transport in river networks, with examples from Australia. Mar Freshw Res 52:81–99
Rautela KS, Kumar D, Gandhi BGR et al (2022a) Application of ANNs for the modeling of streamflow, sediment transport, and erosion rate of a high-altitude river system in Western Himalaya. RBRH, Uttarakhand, p 27
Rautela KS, Kuniyal JC, Alam MA et al (2022b) Assessment of daily streamflow, sediment fluxes, and erosion rate of a pro-glacial stream basin, Central Himalaya, Uttarakhand. Water Air Soil Pollut 233:136
Reimann T, Menges J, Hovius N et al (2019) High sediment export from a trans-Himalayan semi-desert driven by late Holocene climate change and human impact. EGU General Assembly 2019
Ren J, Qin D, Kang S et al (2004) Glacier variations and climate warming and drying in the central Himalayas. Chin Sci Bull 49:65–69
Robinson DM, DeCelles PG, Patchett PJ, Garzione CN (2001) The kinematic evolution of the Nepalese Himalaya interpreted from Nd isotopes. Earth Planet Sci Lett 192:507–521
Sadro S, Melack JM, Sickman JO, Skeen K (2019) Climate warming response of mountain lakes affected by variations in snow. Limnol Oceanogr Lett 4:9–17
Service U US D of AR (1999) Soil and Water Assessment Tool. SWAT: base flow filter program
Shrestha HS (2012) Sedimentation and sediment handling in Himalayan reservoirs
Shrestha AB, Bajracharya SR, Sharma AR et al (2017) Observed trends and changes in daily temperature and precipitation extremes over the Koshi river basin 1975–2010. Int J Climatol 37:1066–1083
Shukla PR, Skea J, Calvo Buendia E, et al (2019) IPCC, 2019: climate change and land: an IPCC special report on climate change, desertification, land degradation, sustainable land management, food security, and greenhouse gas fluxes in terrestrial ecosystems
Singh O, Sharma MC, Sarangi A, Singh P (2008) Spatial and temporal variability of sediment and dissolved loads from two alpine watersheds of the Lesser Himalayas. Catena 76:27–35
Smith HG, Dragovich D (2009) Interpreting sediment delivery processes using suspended sediment-discharge hysteresis patterns from nested upland catchments, south-eastern Australia. Hydrol Process An Int J 23:2415–2426
Sofi MS, Rautela KS, Bhat SU et al (2021) Application of geomorphometric approach for the estimation of hydro-sedimentological flows and cation weathering rate: towards understanding the sustainable land use policy for the Sindh Basin, Kashmir Himalaya. Water Air Soil Pollut 232:280
Struck M, Andermann C, Bista R, Korup O (2013) Towards a complete contemporary sediment budget of a major Himalayan river: Kali Gandaki, Nepal. EGU General Assembly Conference Abstracts
Struck M, Andermann C, Hovius N et al (2015) Monsoonal hillslope processes determine grain size-specific suspended sediment fluxes in a trans-Himalayan river. Geophys Res Lett 42:2302–2308
Su C, Costelloe JF, Peterson TJ, Western AW (2016) On the structural limitations of recursive digital filters for base flow estimation. Water Resour Res 52:4745–4764
Sun L, Yan M, Cai Q, Fang H (2016) Suspended sediment dynamics at different time scales in the Loushui River, south-central China. Catena 136:152–161
Talchabhadel R, Karki R (2019) Assessing climate boundary shifting under climate change scenarios across Nepal. Environ Monit Assess 191:520
Talchabhadel R, Karki R, Thapa BR et al (2018) Spatio-temporal variability of extreme precipitation in Nepal. Int J Climatol 38:4296–4313
Talchabhadel R, Panthi J, Sharma S et al (2021) Insights on the impacts of hydroclimatic extremes and anthropogenic activities on sediment yield of a river basin. Earth 2:32–50
Tang Q, Oki T, Kanae S, Hu H (2008) Hydrological cycles change in the Yellow River basin during the last half of the twentieth century. J Clim 21:1790–1806
Temple PH, Sundborg Å (1972) The Rufiji River, Tanzania hydrology and sediment transport. Geogr Ann Ser A, Phys Geogr 54:345–368
Thapa B, Shrestha R, Dhakal P, Thapa BS (2005) Problems of Nepalese hydropower projects due to suspended sediments. Aquat Ecosyst Health Manag 8:251–257
Thodsen H, Hasholt B, Kjærsgaard JH (2008) The influence of climate change on suspended sediment transport in Danish rivers. Hydrol Process An Int J 22:764–774
Topping DJ, Rubin DM, Vierra LE Jr (2000) Colorado River sediment transport: 1. Natural sediment supply limitation and the influence of Glen Canyon Dam. Water Resour Res 36:515–542
Vercruysse K, Grabowski RC, Hess T, Lexartza-Artza I (2020) Linking temporal scales of suspended sediment transport in rivers: towards improving transferability of prediction. J Soils Sediments 20:4144–4159
Warrick JA (2015) Trend analyses with river sediment rating curves. Hydrol Process 29:936–949
Wild AL, Kwoll E, Lintern DG, Fargey S (2023) Fluvial response to climate change in the Pacific Northwest: Skeena River discharge and sediment yield. Water 15:167
Williams GP (1989) Sediment concentration versus water discharge during single hydrologic events in rivers. J Hydrol 111:89–106. https://doi.org/10.1016/0022-1694(89)90254-0
Xu J, Grumbine RE, Shrestha A et al (2009) The melting Himalayas: cascading effects of climate change on water, biodiversity, and livelihoods. Conserv Biol 23:520–530
Yang C-C, Lee KT (2018) Analysis of flow-sediment rating curve hysteresis based on flow and sediment travel time estimations. Int J Sediment Res 33:171–182
YOSHIDA T, SUGANUMA Y, SAKAI T Distribution and its sedimentary process of river terrace deposits along the middle Kali-gandaki, central Nepal, 2015
Zhang Q, Xu C-Y, Zhang Z et al (2008) Spatial and temporal variability of precipitation maxima during 1960–2005 in the Yangtze River basin and possible association with large-scale circulation. J Hydrol 353:215–227
Acknowledgements
The authors would like to thank Saitama University, Japan, for providing a research platform. We would also like to give thanks to Mr. Naba Raj Shrestha, Mr. Nirmal Raj Joshi, Mr. Deepak Shrestha, and Mrs. Sandhya Nepal for their suggestion, and the Nepal Electricity Authority and Ministry of Energy, Water Resources and irrigation, Department of Hydrology and Meteorology, Nepal, for providing historical sediment, discharge, and climate data.
Code availability
N/A
Author information
Authors and Affiliations
Contributions
Conceptualization, Methodology, Formal Analysis, Investigation, Data Curation, Writing- Original Draft preparation: Mahendra B. Baniya; Writing-Review and Editing, Supervision, Resources: Takashi Asaeda; Writing-Review and Editing, Supervision, Resources: Takeshi Fujino; Writing-Review and Editing: Rocky Talchabhadel; Writing-Review and Editing: Arjun Baniya; Writing-Review and Editing, Investigation: Shivaram K.C; Review and Editing: Naba Raj Sharma; Review and Editing: Senavirathna M.D.H. Jayasanka
Corresponding author
Ethics declarations
Ethics approval
N/A
Consent to participate
There are no participants other than authors in this study. The authors agree to participate.
Consent for publication
There are no participants other than authors in this study for their consent on publication. The authors agree to publish.
Competing interests
The authors declare no competing interests.
Additional information
Publisher’s note
Springer Nature remains neutral with regard to jurisdictional claims in published maps and institutional affiliations.
Supplementary information
ESM 1:
Figure S1. Seasonal discharge of KG River and its tributaries during (a) winter and pre-monsoon (b) Monsoon and Post-monsoon. Central lines indicate the median, and bottom and top edges of the box indicate the 25th and 75th percentiles, respectively. The whiskers extend to the most extreme data points not considered outliers, the '+' sign represents outliers (1.5-fold interquartile range), and the circle shows the mean value. Figure S2. Time gap of discharge and SS at diversion spillway. Figure S3. (a-d) Daily SSL at seasonal scale and discharge relationship at diversion spillway. Figure S4. (a-d) Daily SSL at monthly scale and discharge relationship for monsoon at diversion spillway (DOCX 556 kb)
Rights and permissions
Springer Nature or its licensor (e.g. a society or other partner) holds exclusive rights to this article under a publishing agreement with the author(s) or other rightsholder(s); author self-archiving of the accepted manuscript version of this article is solely governed by the terms of such publishing agreement and applicable law.
About this article
Cite this article
Baniya, M.B., Asaeda, T., Fujino, T. et al. Effects of rainfall on fluvial discharge and suspended sediment transport in the Central Himalayan region, Nepal. Theor Appl Climatol 155, 1553–1572 (2024). https://doi.org/10.1007/s00704-023-04706-8
Received:
Accepted:
Published:
Issue Date:
DOI: https://doi.org/10.1007/s00704-023-04706-8