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Climatology, Variability, and Trend of the Winter Precipitation over Nepal

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Abstract

Winter precipitation accounts for ~ 5% of interannual spatial variability during the last five decades (1960–2015), with the largest variability in the western and central regions of Nepal. The temporal variability shows a relatively higher degree of variability after the 1990s. In this study, the dominant modes of winter precipitation pattern, trend and their association with oceanic and atmospheric patterns were investigated over the southern slope of the central Himalaya, Nepal. The increasing trend (< 1 mm/year) of winter precipitation is found only over the highlands of the western and central regions, whereas decreasing trend or no trend in most of the areas over the country. Further, two dominant modes of winter precipitation were observed through Empirical Orthogonal Function (EOF) analysis. The first leading mode (EOF1) shows a monopole pattern with 42.9% variability with strong loading over the western and central regions, whereas the second mode (EOF2) shows a heterogeneous pattern, accounting for 18.9% of the total variance. Further, the EOF1 pattern is remotely influenced by El Niño-Southern Oscillation (ENSO) and locally through Indian Ocean Basin Mode (IOBM) patterns. It is also observed that the EOF2 mode has a close relationship with the North Atlantic Oscillation (NAO), modulating the wave train and propagating eastward to the western Himalayas.

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Data Availability

Gridded Asian Precipitation—Highly-Resolved Observational Data Integration Towards Evaluation Version 1 and 2 (APHRODITE-v01 and v02) datasets used in this study can be freely accessed from http://www.aphrodite.st.hirosaki-u.ac.jp/. ERA5 reanalysis data can be freely accessed from https://www.cds.climate.copernicus.eu/.

References

  • Abid MA, Ashfaq M, Kucharski F, Evans KJ, Almazroui M (2020) Tropical Indian Ocean mediates ENSO influence over central southwest Asia during the wet season. Geophys Res Lett 47:e2020GL089308

    Article  Google Scholar 

  • Barlow M, Cullen H, Lyon B (2002) Drought in central and southwest Asia: La Niña, the warm pool, and Indian Ocean precipitation. J Clim 15:697–700

    Article  Google Scholar 

  • C3S (2017) ERA5: Fifth generation of ECMWF atmospheric reanalyses of the global climate. Copernicus Climate Change Service Climate Data Store (CDS), November, 2019. https://www.cds.climate.copernicus.eu/cdsapp#!/home. Accessed Dec 2021

  • Chen Y, Coauthors (2021) Spatial performance of multiple reanalysis precipitation datasets on the southern slope of central Himalaya. Atmos Res 250:105365

    Article  Google Scholar 

  • Choi J-W, Lee S-W, Lim B-H, Kim B-J (2016) Interdecadal change of winter precipitation over southern China in late 1990s. J Meteorol Soc Jpn Ser II 94:197–213

    Article  Google Scholar 

  • Dey D, Döös K (2019) The coupled ocean–atmosphere hydrologic cycle. Tellus A 71:1650413

    Article  Google Scholar 

  • Dimri AP (2013a) Relationship between ENSO phases with Northwest India winter precipitation. Int J Climatol 33:1917–1923

    Article  Google Scholar 

  • Dimri AP (2013b) Interannual variability of Indian winter monsoon over the Western Himalayas. Global Planet Change 106:39–50

    Article  Google Scholar 

  • Hamal K, Sharma S, Baniya B, Khadka N, Zhou X (2020a) Inter-annual variability of winter precipitation over nepal coupled with ocean-atmospheric patterns during 1987–2015. Front Earth Sci 8:161

    Article  Google Scholar 

  • Hamal K, Sharma S, Khadka N, Haile GG, Joshi BB, Xu T, Dawadi B (2020b) Assessment of drought impacts on crop yields across Nepal during 1987–2017. Meteorol Appl 27:e1950

    Article  Google Scholar 

  • Hasson S, Lucarini V, Khan MR, Petitta M, Bolch T, Gioli G (2014) Early 21st century snow cover state over the western river basins of the Indus River system. Hydrol Earth Syst Sc 18:4077–4100

    Article  Google Scholar 

  • Huang D, Dai A, Zhu J, Zhang Y, Kuang X (2017) Recent winter precipitation changes over eastern China in different warming periods and the associated East Asian jets and oceanic conditions. J Clim 30:4443–4462

    Article  Google Scholar 

  • Huber DG, Gulledge J (2011) Extreme weather and climate change: understanding the link, managing the risk. Pew Center on Global Climate Change Arlington, Arlington

    Google Scholar 

  • Hunt KM, Zaz SN (2022) Linking the North Atlantic Oscillation to winter precipitation over the Western Himalaya through disturbances of the subtropical jet. Clim Dynamics. https://doi.org/10.1007/s00382-022-06450-7

  • Kamil S, Almazroui M, Kang I-S, Hanif M, Kucharski F, Abid MA, Saeed F (2019) Long-term ENSO relationship to precipitation and storm frequency over western Himalaya–Karakoram–Hindukush region during the winter season. Clim Dyn 53:5265–5278

    Article  Google Scholar 

  • Kansakar SR, Hannah DM, Gerrard J, Rees G (2004) Spatial pattern in the precipitation regime of Nepal. Int J Climatol 24:1645–1659

    Article  Google Scholar 

  • Kar SC, Rana S (2014) Interannual variability of winter precipitation over northwest India and adjoining region: impact of global forcings. Theoret Appl Climatol 116:609–623

    Article  Google Scholar 

  • Lang TJ, Barros AP (2004) Winter storms in the central Himalayas. J Meteorol Soc Jpn Ser II 82:829–844

    Article  Google Scholar 

  • Liu X, Chen B (2000) Climatic warming in the Tibetan Plateau during recent decades. Int J Climatol 20:1729–1742

    Article  Google Scholar 

  • Liu Y, Hu Z-Z, Wu R (2020) Cooperative effects of tropical Pacific and Atlantic SST forcing in southern China winter precipitation variability. Clim Dyn 55:2903–2919

    Article  Google Scholar 

  • Lorenz EN (1956) Empirical orthogonal functions and statistical weather prediction. Massachusetts Institute of Technology, Department of Meteorology Cambridge, Cambridge

    Google Scholar 

  • Lu B, Coauthors (2019) Impact of El Niño and Southern Oscillation on the summer precipitation over Northwest China. Atmos Sci Lett 20:e928

    Article  Google Scholar 

  • Mehmood S, Coauthors (2022) Dominant controls of cold-season precipitation variability over the high mountains of Asia. npj Clim Atmos Sci 5:1–13

    Article  Google Scholar 

  • Mishra V, Smoliak BV, Lettenmaier DP, Wallace JM (2012) A prominent pattern of year-to-year variability in Indian Summer Monsoon Rainfall. Proc Natl Acad Sci USA 109:7213–7217

    Article  Google Scholar 

  • Nayava JL (1980) Rainfall in Nepal. Himal Rev 12:1–18

    Google Scholar 

  • Niranjan Kumar K, Rajeevan M, Pai DS, Srivastava AK, Preethi B (2013) On the observed variability of monsoon droughts over India. Weather Clim Extrem 1:42–50

    Article  Google Scholar 

  • North GR, Bell TL, Cahalan RF, Moeng FJ (1982) Sampling errors in the estimation of empirical orthogonal functions. Mon Weather Rev 110:699–706

    Article  Google Scholar 

  • Pokharel B, Wang SYS, Meyer J, Marahatta S, Nepal B, Chikamoto Y, Gillies R (2019) The east–west division of changing precipitation in Nepal. Int J Climatol 40:3348–3359

    Article  Google Scholar 

  • Sein ZMM, Ogwang B, Ongoma V, Ogou FK, Batebana K (2015) Inter-annual variability of May-October rainfall over Myanmar in relation to IOD and ENSO. J Environ Agric Sci 4:28–36

    Google Scholar 

  • Sharma S, Hamal K, Khadka N, Joshi BB (2020a) Dominant pattern of year-to-year variability of summer precipitation in Nepal during 1987–2015. Theoret Appl Climatol 142:1071–1084

    Article  Google Scholar 

  • Sharma S, Khadka N, Hamal K, Baniya B, Luintel N, Joshi BB (2020b) Spatial and temporal analysis of precipitation and its extremities in seven provinces of Nepal (2001–2016). Appl Ecol Environ Sci 8:64–73

    Google Scholar 

  • Sharma S, Coauthors (2021) Projected drought conditions over southern slope of the Central Himalaya using CMIP6 models. Earth Syst Environ 5:1–11

    Article  Google Scholar 

  • Syed F, Giorgi F, Pal J, King M (2006) Effect of remote forcings on the winter precipitation of central southwest Asia part 1: observations. Theoret Appl Climatol 86:147–160

    Article  Google Scholar 

  • Syed FS, Giorgi F, Pal J, Keay K (2010) Regional climate model simulation of winter climate over Central-Southwest Asia, with emphasis on NAO and ENSO effects. Int J Climatol 30:220–235

    Google Scholar 

  • Wang S-Y, Yoon J-H, Gillies RR, Cho C (2013) What caused the winter drought in Western Nepal during recent years?*,+. J Clim 26:8241–8256

    Article  Google Scholar 

  • Wang L, Chen W, Zhou W, Huang G (2015a) Teleconnected influence of tropical Northwest Pacific sea surface temperature on interannual variability of autumn precipitation in Southwest China. Clim Dyn 45:2527–2539

    Article  Google Scholar 

  • Wang X, Cui G, Wu F, Li C (2015b) Analysis of temporal-spatial precipitation variations during the crop growth period in the Lancang River basin, southwestern China. Ecol Eng 76:47–56

    Article  Google Scholar 

  • Yadav RK, Rupa Kumar K, Rajeevan M (2007) Role of Indian Ocean Sea surface temperature in modulating northwest Indian winter precipitation variability. Theor Appl Climatol 87:73–83

    Article  Google Scholar 

  • Yadav R, Rupa KK, Rajeevan M (2009) Increasing influence of ENSO and decreasing influence of AO/NAO in the recent decades over northwest India winter precipitation. J Geophys Res. https://doi.org/10.1029/2008JD011318

    Article  Google Scholar 

  • Yadav RK, Yoo JH, Kucharski F, Abid MA (2010) Why is ENSO influencing northwest India winter precipitation in recent decades? J Clim 23:1979–1993

    Article  Google Scholar 

  • Yadav R, Ramu D, Dimri A (2013) On the relationship between ENSO patterns and winter precipitation over North and Central India. Global Planet Change 107:50–58

    Article  Google Scholar 

  • Yatagai A, Arakawa O, Kamiguchi K, Kawamoto H, Nodzu MI, Hamada A (2009) A 44-year daily gridded precipitation dataset for Asia based on a dense network of rain gauges. SOLA 5:137–140

    Article  Google Scholar 

  • Yatagai A, Kamiguchi K, Arakawa O, Hamada A, Yasutomi N, Kitoh A (2012) APHRODITE: constructing a long-term daily gridded precipitation dataset for Asia based on a dense network of rain gauges. Bull Am Meteor Soc 93:1401–1415

    Article  Google Scholar 

  • Zhang Z, Moore JC (2015) Chapter 6—Empirical orthogonal functions. Mathematical and physical fundamentals of climate change. Elsevier, Amsterdam, pp 161–197

    Chapter  Google Scholar 

  • Zhang L, Fraedrich K, Zhu X, Sielmann F, Zhi X (2015) Interannual variability of winter precipitation in Southeast China. Theoret Appl Climatol 119:229–238

    Article  Google Scholar 

  • Zhou L-T (2019) Dominant modes of wintertime precipitation variability in arid and semi-arid region of Northwest China. AGU Fall Meeting Abstracts, H11N-1704

Download references

Acknowledgements

We acknowledge the gridded data availability from APHRODITE, and ECMFW. The first author BD, invited visiting professor at Interdisciplinary Centre for Mountain Research (CIRM), University of Lausanne, Switzerland, is thankful to University of Lausanne for invitation and Herbette Foundation for the support of this visit.

Funding

This research did not receive any internal and external funding. This research is conducted independently from the authors as a part of their research and study. The organization and institution mentioned in the study have no role in the design and funding of the study.

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Correspondence to Binod Dawadi.

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Dawadi, B., Sharma, S., Reynard, E. et al. Climatology, Variability, and Trend of the Winter Precipitation over Nepal. Earth Syst Environ 7, 381–391 (2023). https://doi.org/10.1007/s41748-023-00338-0

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