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Spatio-temporal analysis of rainfall pattern in the Western Ghats region of India

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Abstract

This paper investigates the rainfall pattern and its distribution, which is one of the key drivers for the water availability in the Western Ghats region of India. The daily precipitation data from 1901 to 2014 were investigated to understand the rainfall pattern and its variability. The study area has been divided as southern, coastal, central, and northern regions and rainfall amount into 0.2–10 mm, 10–20 mm, and > 50 mm classes. The trends in the annual rainfall, number of rainy days, and various classes within these regions have been investigated. The mean annual rainfall varies between 4000 mm in the coastal areas and greater than 6000 mm at the mountain crest. The Mann–Kendall test indicates significant decrease of annual rainfall, at 5% significance level in central and coastal region. On Contrary, the coastal region recorded significant decrease in the number of rainy days at 5% significance level. An increasing trend in the number of rainy days has been observed in the northern region. No significant trends have been detected in the southern region. A decreasing trend has been detected in the number of rainy days in the rainfall class with 10–20 mm in coastal region. Similarly a significant decrease of rainy days was observed in > 50 mm rainfall class both in the southern and northern regions. The change point probability and homogeneity test indicates that there is a significant increase in rainfall in few stations under the northern region and similarly decrease in the rainfall in central region during the decade of 1970 and normally the rainfall has been homogeneous in the study area. From the precipitation concentration analysis found that Mysore, Kodagu, and adjoining areas are influenced by the bi-modal rainfall, receiving the rainfall during both south–west and north–east monsoons. This analysis helps to understand the spatial variability of rainfall in the Western Ghats of India, which depict mixed trends in the quantum of rainfall and decreasing trend of rainy days across various rainfall classes. These changes detected in the historical rainfall, both in its occurrence and quantum will have significant bearing on the water availability scenario in the Western Ghats region.

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References

  • Adeyeri OE, Lamptey BL, Lawin AE, Sanda IS (2017) Spatio-temporal precipitation trend and homogeneity analysis in Komadugu-Yobe Basin, Lake Chad Region. J Climatol Weather Forecasting 5:214. https://doi.org/10.4172/2332-2594.1000214

    Article  Google Scholar 

  • Ahmed A, Deb D, Mondal S (2019) Assessment of rainfall variability and its impact on groundnut yield in Bundelkhand region of India.Curr Sci 117(5):794–803. https://doi.org/10.18520/cs/v117/i5/794-803

  • Bharati V, Singh C, Ettema J et al (2016) Spatiotemporal characteristics of extreme rainfall events over the Northwest Himalaya using satellite data. Int J Climatol 36:3949–3962. https://doi.org/10.1002/joc.4605

  • Bhatla R, Shruti Verma, Pandey R, Tripathi A (2019) Evolution of extreme rainfall events over Indo-Gangetic plain in changing climate during 1901–2010. Earth Syst Sci 128:120. https://doi.org/10.1007/s12040-019-1162-1

  • Bhowmik RSK, Durai VR (2008) Multi-model ensemble forecasting of rainfall over Indian monsoon region. Atmosfera 21(3):225–239

    Google Scholar 

  • Chandrashekar VD, Shetty A, Singh BB, Sharma S (2017) Spatio-temporal precipitation variability over Western Ghats and Coastal region of Karnataka, envisaged using high resolution observed gridded data. Model Earth Syst Environ 3:1611–1625

    Article  Google Scholar 

  • Connor GJ, Bonell M (1998) Air mass and dynamic parameters affecting trade wind precipitation on the northeast Queendsland tropical coast. Int J Climatol 18:1357–1372

    Article  Google Scholar 

  • De Lima MIP, Marques ACP, De Lima JLMP et al (2007) Precipitation trends in Mainland Portugal in the period 1941–2000. Water in celtic countries: quantity, quality and climate variability. In: Proceedings of the fourth inter celtic colloquium on hydrology and management of water resources, Guimarães, July 2005. IAHS Publ. 310

  • Gadgil M (1987) Depleting renewable resources: a case study from Karnataka Western Ghats. Indian J Agric Econ 42:376–387

    Google Scholar 

  • Gopalkrishnan R, Jayaraman M, Bala G et al (2011) Climate change and Indian forests. Curr Sci 101(3):348–355

    Google Scholar 

  • Goswami BN, Venugopal V, Sengupta D et al (2006) Increasing trend of extreme rain events over India in a warming environment. Science 314(5804):1442–1445. https://doi.org/10.1126/science.1132027

  • Gunnel Y (1997) Relief and climate in South Asia: the influence of the Western Ghats on the current climate pattern of Peninsular India. Int J Climatol 17:1169–1182

    Article  Google Scholar 

  • Ibrahim B, Karambiri H, Polcher J et al (2014) Changes in rainfall regime over Burkina Faso under the climate change conditions simulated by 5 regional climate models. Clim Dyn 42:1363–138. https://doi.org/10.1007/s00382-013-1837-2

  • Iqbal M, Wen J, Wang S et al (2018) Variations of precipitation characteristics during the period 1960–2014 in the source region of the Yellow River, China. J Arid Land 10(3):388–401. https://doi.org/10.1007/s40333-018-0008-z.

  • Jackson IJ, Weinand H (1994) Towards a classification of tropical rainfall stations. Int J Climatol 14:263–286

    Article  Google Scholar 

  • Joseph PV, Simon A (2005) Weakening trend of the southwest monsoon current through peninsular India from 1950 to present. Curr Sci 89:687–694

    Google Scholar 

  • Kendall MG (1975) Rank correlation methods, 4th edn. Charles Griffin, London, p 6

  • Kharol SK, Kaskaoutis DG, Sharma AR et al (2013) Long-term (1951–2007) rainfall trends around six Indian cities: current state, meteorological, and urban dynamics. Adv Meteorol. https://doi.org/10.1155/2013/572954

    Article  Google Scholar 

  • Krishnakumar KN, Prasada Rao GSLHV, Gopakumar CS (2009) Rainfall trends in twentieth century over Kerala, India. Atmos Environ 43:1940–1944

    Article  Google Scholar 

  • Krishnamurthy CKB, Lall U, Kwon HH (2009) Changing frequency and intensity of rainfall extremes over India from 1951 to 2003. J Clim 22. https://doi.org/10.1175/2009JCLI2896.1

  • Kumar V, Jain SK (2010) Trends in seasonal and annual rainfall and rainy days in Kashmir Valley in the last century. Quat Int 212:64–69. https://doi.org/10.1016/j.quaint.2009.08.006

  • Kundu SK, Mondal TK (2019) Analysis of long-term rainfall trends and change point in West Bengal, India. Theor Appl Climatol 138:1647–1666. https://doi.org/10.1007/s00704-019-02916-7

    Article  Google Scholar 

  • Lacombe G, McCartney M (2014) Uncovering consistencies in Indian rainfall trends observed over the last half century. Clim Change 123(2):287–299. https://doi.org/10.1007/s10584-013-1036-5

  • Longobardi A, Villani P (2009) Trend analysis of annual and seasonal rainfall time series in the Mediterranean area. Int J Climatol 30:1538–1546. https://doi.org/10.1002/joc.2001

  • Lyons WF, Bonell M (1992) Daily mesoscale rainfall in the tropical wet/dry climate of the Townsville area, North-East Queensland during the 1988-1989 wet season: synoptic-scale airflow consideration. Int J Climatol 12:655–684. https://doi.org/10.1002/joc.3370120702

  • Madhavan V (2009) The interplay of climate and landscape evolution along the Western Ghats of India. Dissertation, University of llinois, Illinois

  • Malik A, Kumar A (2020) Spatio-temporal trend analysis of rainfall using parametric and non-parametric tests: case study in Uttarakhand, India. Theor Appl Climatol 140(1):183–207. https://doi.org/10.1007/s00704-019-03080-8

    Article  Google Scholar 

  • Malik A, Kumar A, Guhathakurta P, Kisi O (2019) Spatial-temporal trend analysis of seasonal and annual rainfall (1966–2015) using innovative trend analysis method with significance test. Arab J Geosci 12:328. https://doi.org/10.1007/s12517-019-4454-5

    Article  Google Scholar 

  • Mann HB (1945) Nonparametric tests against trend. Econometrica 13(3):245–259

    Article  Google Scholar 

  • Modarres R, Silva VPR (2007) Rainfall trends in arid and semi-arid regions of Iran. J Arid Environ 70:344–355

    Article  Google Scholar 

  • Nair US, Lawton RO, Welch RM, Pielke RA (2003) Impact of land use on Costa Rican tropical montane cloud forests: sensitivity of cumulus cloud field characteristics to low land deforestation. J Geophys Res 108:4206–4219

    Article  Google Scholar 

  • Nandargi S, Mulye SS (2014) Spatio-temporal rainfall variability over Goa, India. Int J Meteorol 39(385):99–121

    Google Scholar 

  • Pant GB (2003) Long-term climate variability and change over monsoon Asia. J IndGeophys Union 7(3):125–134

    Google Scholar 

  • Patwardhan SK, Asnani GC (2000) Meso-scale distribution of summer monsoon rainfall near the Western Ghats (India). Int J Climatol 20:575–581

    Article  Google Scholar 

  • Preethi B, Mujumdar M, Kripalani RH et al (2017) Recent trends and tele-connections among South and East Asian summer monsoons in a warming environment. Clim Dyn 48:2489–2505

    Article  Google Scholar 

  • Putty MR, Prasad VSR, Ramaswamy R (2000) A study of the rainfall intensity pattern in Western Ghat, Karnataka. In: Varadan KM (ed) Proceedings of the workshop on watershed development in Western Ghats Region of India, Centre for Water Resources Development and Management, Kozhikode, Kerala India, pp 44–51

  • Rajendran K (2012) Will the South Asian monsoon overturning circulation stabilize any further? Clim Dyn 40:187–211

    Google Scholar 

  • Rakhecha PR, Soman MK (1994) Trends in the annual extreme rainfall events of 1 to 3 days duration over India. Theor Appl Climatol 48(4):227–237

  • Revadekar JV, Varikoden H, Murumkar PK, Ahmed SA (2018) Latitudinal variation in summer monsoon rainfall over Western Ghat of India and its association with global sea surface temperatures. Sci Total Environ 613–614:88–97

    Article  Google Scholar 

  • Roberto P, Valdés R, García-Chevesich P et al (2012) Latitudinal analysis of rainfall intensity and mean annual precipitation in Chile. Chilean J Agric Res 72(2):252–261

    Article  Google Scholar 

  • Sabrina T, Mohamed M, Gil M (2019)Seasonal rainfall variability in the southern Mediterranean border: observations, regional model simulations and future climate projections, Atmósfera 32(1):39–54. https://doi.org/10.20937/ATM.2019.32.01.04

  • Sarkar S, Kafatos M (2004) Interannual variability of vegetation over the Indian sub-continent and its relation to the different meteorological parameters. Remote Sens Environ 90:268–280

    Article  Google Scholar 

  • Sen PK (1968) Estimates of the regression coefficient based on Kendall’s tau. J Am Stat Assoc 63:1379–1389

  • Sharma D, Singh MB (2014) Trends in extreme rainfall and temperature indices in the Western Thailand. Int J Climatol 34:2393–2407. https://doi.org/10.1002/joc.3846

  • Shrestha D, Singh P, Nakamura K (2012) Spatiotemporal variation of rainfall over the central Himalayan region revealed by TRMM precipitation radar. J Geophys Res 117:D22106. https://doi.org/10.1029/2012JD018140

    Article  Google Scholar 

  • Singh P, Kumar V, Thomas T et al (2008) Changes in rainfall and relative humidity in different river basins in the northwest and central India. Hydrol Process 22(16):2982–2992. https://doi.org/10.1002/hyp.6871

  • Subash N, Gangwar B (2014) Statistical analysis of Indian rainfall and rice productivity anomalies over the last decades. Int J Climatol 34:2378–2392. https://doi.org/10.1002/joc.3845

    Article  Google Scholar 

  • Suji Kumar S, John L, Manjusha K (2013) Sensitivity study on the role of Western Ghats in simulating the Asian summer monsoon characteristics. Meteorol Atmos Phys 120(1–2):53–60

    Article  Google Scholar 

  • Sumner GN, Bonell M (1986) Circulation and daily rainfall in the north Queensland wet season 1979–1982. Int J Climatol 6:531–549

    Article  Google Scholar 

  • Tawade SA (2013) Investigation of orographically induced rainfall over Western Ghats and its association with other monsoon parameters. Dissertation, Andhra University, Visakhapatnam

  • Taxak AK, Murumkar AR, Arya DS (2014) Long term spatial and temporal rainfall trends and homogeneity analysis in Wainganga basin Central India. Weather Clim Extrem 4:50–61

    Article  Google Scholar 

  • Thomas T, Gunthe S, Ghosh NC (2015) Analysis of monsoon rainfall variability over Narmada basin in central India: implication of climate change. J Water Clim Change 6(3):615–627. https://doi.org/10.2166/wcc.2014.041

    Article  Google Scholar 

  • Tirkey N, Parhi PK, Lohani AK, Chandniha SK (2020) Analysis of precipitation variability over Satluj Basin, Himachal Pradesh, India: 1901–2013. J Water Clim Chang. https://doi.org/10.2166/wcc.2020.136

    Article  Google Scholar 

  • Turner AG, Annamalai H (2012) Climate change and the South Asian summer monsoon. Nat Clim Change. https://doi.org/10.1038/Nclimate1495

  • Varikoden H, Revadekar JV, Kuttippurath J, Babu CA (2019) Contrasting trends in southwest monsoon rainfall over the Western Ghats region of India. Clim Dyn 52:4557–4566

    Article  Google Scholar 

  • Venkatesh B, Jose MK (2007) Identification of homogeneous rainfall regimes in parts of Western Ghats Region of Karnataka. J Earth Syst Sci 116(4):321–330

    Article  Google Scholar 

  • Venkatesh B, Purandara BK, Bonell M, Jayakumar R (2006) Study of rainfall intensity-duration frequency relationships for parts of Western Ghats in Karnataka, India. In Krishnaswamy J, Lele S, Jayakuamr R (eds) Hydrology and Watershed Services in the Western Ghats of India; effects of land use and land cover change. Tata-McGraw Hill, New Delhi, pp 45–64

    Google Scholar 

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Authors and Affiliations

  1. Hard Rock Regional Centre, National Institute of Hydrology, Visvesvaraya Nagar, Belgavi, Karnataka, 590019, India

    B. Venkatesh

  2. Deltaic Regional Centre, National Institute of Hydrology, Sidhartha Nagar, Kakinada, Andhra Pradesh, India

    P. C. Nayak

  3. Central India Hydrology Regional Centre, National Institute of Hydrology, WALMI Campus, Near Kaliasote Dam, Bhopal, Madhya Pradesh, India

    T. Thomas

  4. National Institute of Hydrology, Jalvigyan Bhavan, Roorkee, Uttarakhand, India

    Sharad K. Jain & J. V. Tyagi

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  1. B. Venkatesh
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Correspondence to P. C. Nayak.

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Venkatesh, B., Nayak, P.C., Thomas, T. et al. Spatio-temporal analysis of rainfall pattern in the Western Ghats region of India. Meteorol Atmos Phys 133, 1089–1109 (2021). https://doi.org/10.1007/s00703-021-00796-z

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