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Published in: Environmental Earth Sciences 19/2018

01-10-2018 | Original Article

Analysis of seasonal and annual rainfall trends for Ranchi district, Jharkhand, India

Authors: Shashank Shree, Manoj Kumar

Published in: Environmental Earth Sciences | Issue 19/2018

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Abstract

The aim of this study was to investigate temporal variation in seasonal and annual rainfall trend over Ranchi district of Jharkhand, India for the period (1901–2014: 113 years). Mean monthly rainfall data series were used to determine the significance and magnitude of the trend using non-parametric Mann–Kendall and Sen’s slope estimator. The analysis showed a significant decreased in rainfall during annual, winter and southwest monsoon rainfall while increased in pre-monsoon and post-monsoon rainfall over the Ranchi district. A positive trend is detected in pre-monsoon and post-monsoon rainfall data series while annual, winter and southwest monsoon rainfall showed a negative trend. The maximum decrease in rainfall was found for monsoon (− 1.348 mm year−1) and minimum (− 0.098 mm year−1) during winter rainfall. The trend of post-monsoon rainfall was found upward (0.068 mm year−1). The positive and negative trends of annual and seasonal rainfall were found statistically non-significant except monsoon rainfall at 5% level of significance. Rainfall variability pattern was calculated using coefficient of variation CV, %. Post-monsoon rainfall showed the maximum value of CV (70.80%), whereas annual rainfall exhibited the minimum value of CV (17.09%), respectively. In general, high variation of CV was found which showed that the entire region is very vulnerable to droughts and floods.

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Literature
go back to reference Almeida CT, Oliveira-Júnior JF, Delgado RC, Cubo P, Ramos MC (2017) Spatiotemporal rainfall and temperature trends throughout the Brazilian Legal Amazon, 1973–2013. Int J Climatol 37:2013–2026CrossRef Almeida CT, Oliveira-Júnior JF, Delgado RC, Cubo P, Ramos MC (2017) Spatiotemporal rainfall and temperature trends throughout the Brazilian Legal Amazon, 1973–2013. Int J Climatol 37:2013–2026CrossRef
go back to reference Ayalew D, Tesfaye K, Mamo G, Yitaferu B, Bayu W (2012) Variability of rainfall and its current trend in Amhara region, Ethiopia. Afr J Agric Res 7:1475–1486 Ayalew D, Tesfaye K, Mamo G, Yitaferu B, Bayu W (2012) Variability of rainfall and its current trend in Amhara region, Ethiopia. Afr J Agric Res 7:1475–1486
go back to reference Basistha A, Arya DS, Goel NK (2009) Analysis of historical changes in rainfall in the Indian Himalayas. Int J Climatol 29:555–572CrossRef Basistha A, Arya DS, Goel NK (2009) Analysis of historical changes in rainfall in the Indian Himalayas. Int J Climatol 29:555–572CrossRef
go back to reference Birsan MV, Molnar P, Burlando P, Pfaundler M (2005) Streamflow trends in Switzerland. J Hydrol 314:312–329CrossRef Birsan MV, Molnar P, Burlando P, Pfaundler M (2005) Streamflow trends in Switzerland. J Hydrol 314:312–329CrossRef
go back to reference Brito TT, Oliveira-Júnior JF, Lyra GB, Gois G, Zeri M (2017) Multivariate analysis applied to monthly rainfall over Rio de Janeiro state, Brazil. Meteorol Atmos Phys 129:469–478CrossRef Brito TT, Oliveira-Júnior JF, Lyra GB, Gois G, Zeri M (2017) Multivariate analysis applied to monthly rainfall over Rio de Janeiro state, Brazil. Meteorol Atmos Phys 129:469–478CrossRef
go back to reference Chandniha SK, Meshram SG, Adamowski JF, Meshram C (2017) Trend analysis of rainfall in Jharkhand State, India. Theoret Appl Climatol 130:261–274CrossRef Chandniha SK, Meshram SG, Adamowski JF, Meshram C (2017) Trend analysis of rainfall in Jharkhand State, India. Theoret Appl Climatol 130:261–274CrossRef
go back to reference Dash SK, Jenamani RK, Kalsi SR, Panda SK (2007) Some evidence of climate change in twentieth-century India. Clim Change 85:299–321CrossRef Dash SK, Jenamani RK, Kalsi SR, Panda SK (2007) Some evidence of climate change in twentieth-century India. Clim Change 85:299–321CrossRef
go back to reference Dinpashoh Y, Mirabbasi R, Jhajharia D, Abianeh HZ, Mostafaeipour A (2013) Effect of short-term and long-term persistence on identification of temporal trends. J Hydrol Eng 19:617–625CrossRef Dinpashoh Y, Mirabbasi R, Jhajharia D, Abianeh HZ, Mostafaeipour A (2013) Effect of short-term and long-term persistence on identification of temporal trends. J Hydrol Eng 19:617–625CrossRef
go back to reference Duhan D, Pandey A (2013) Statistical analysis of long term spatial and temporal trends of rainfall during 1901–2002 at Madhya Pradesh, India. Atmos Res 122:136–149CrossRef Duhan D, Pandey A (2013) Statistical analysis of long term spatial and temporal trends of rainfall during 1901–2002 at Madhya Pradesh, India. Atmos Res 122:136–149CrossRef
go back to reference Fawcett R (2004) A long-term trend in Melbourne rainfall. Bull Aust Meteorol Oceanogr Soc 17:122–126 Fawcett R (2004) A long-term trend in Melbourne rainfall. Bull Aust Meteorol Oceanogr Soc 17:122–126
go back to reference Frei C, Schär C (1998) A rainfall climatology of the Alps from high-resolution rain-gauge observations. Int J Climatol 18:873–900CrossRef Frei C, Schär C (1998) A rainfall climatology of the Alps from high-resolution rain-gauge observations. Int J Climatol 18:873–900CrossRef
go back to reference Gajbhiye S, Meshram C, Mirabbasi R, Sharma SK (2016) Trend analysis of rainfall time series for Sindh river basin in India. Theoret Appl Climatol 125:593–608CrossRef Gajbhiye S, Meshram C, Mirabbasi R, Sharma SK (2016) Trend analysis of rainfall time series for Sindh river basin in India. Theoret Appl Climatol 125:593–608CrossRef
go back to reference Gallant AJ, Hennessy KJ, Risbey J (2007) Trends in rainfall indices for six Australian regions: 1910–2005. Aust Meteorol Mag 56:223–241 Gallant AJ, Hennessy KJ, Risbey J (2007) Trends in rainfall indices for six Australian regions: 1910–2005. Aust Meteorol Mag 56:223–241
go back to reference Gilbert RO (1987) Statistical methods for environmental pollution monitoring. Wiley, New York Gilbert RO (1987) Statistical methods for environmental pollution monitoring. Wiley, New York
go back to reference Guhathakurta P, Rajeevan M (2008) Trends in the rainfall pattern over India. Int J Climatol 28:1453–1470CrossRef Guhathakurta P, Rajeevan M (2008) Trends in the rainfall pattern over India. Int J Climatol 28:1453–1470CrossRef
go back to reference Gupta M, Srivastava PK, Islam T, Ishak AMB (2014) Evaluation of TRMM rainfall for soil moisture prediction in a subtropical climate. Environ Earth Sci 71:4421–4431CrossRef Gupta M, Srivastava PK, Islam T, Ishak AMB (2014) Evaluation of TRMM rainfall for soil moisture prediction in a subtropical climate. Environ Earth Sci 71:4421–4431CrossRef
go back to reference Helsel DR, Hirsch RM (1992) Statistical methods in water resources. Elsevier, Amsterdam Helsel DR, Hirsch RM (1992) Statistical methods in water resources. Elsevier, Amsterdam
go back to reference Hirsch RM, Slack JR, Smith RA (1982) Techniques of trend analysis for monthly water quality data. Water Resour Res 18:107–121CrossRef Hirsch RM, Slack JR, Smith RA (1982) Techniques of trend analysis for monthly water quality data. Water Resour Res 18:107–121CrossRef
go back to reference IPCC (2007) Climate change 2007: the physical science basis. In: Contribution of working group i to the fourth assessment report of the intergovernmental panel on climate change. Cambridge University Press, Cambridge IPCC (2007) Climate change 2007: the physical science basis. In: Contribution of working group i to the fourth assessment report of the intergovernmental panel on climate change. Cambridge University Press, Cambridge
go back to reference Jain SK, Kumar V (2012) Trend analysis of rainfall and temperature data for India. Curr Sci 10:37–49 Jain SK, Kumar V (2012) Trend analysis of rainfall and temperature data for India. Curr Sci 10:37–49
go back to reference Jain SK, Nayak PC, Singh Y, Chandniha SK (2017) Trends in rainfall and peak flows for some river basins in India. Curr Sci 112:1712–1726CrossRef Jain SK, Nayak PC, Singh Y, Chandniha SK (2017) Trends in rainfall and peak flows for some river basins in India. Curr Sci 112:1712–1726CrossRef
go back to reference Karpouzos DK, Kavalieratou S, Babajimopoulos C (2010) Trend analysis of rainfall data in Pieria Region. European Water 30:31–40 Karpouzos DK, Kavalieratou S, Babajimopoulos C (2010) Trend analysis of rainfall data in Pieria Region. European Water 30:31–40
go back to reference Kendall MG (1975) Rank correlation methods. Charles Griffin, London Kendall MG (1975) Rank correlation methods. Charles Griffin, London
go back to reference Khavse R, Deshmukh R, Manikandan N, Chaudhary JL. Khaushik D (2015) Statistical analysis of temperature and rainfall trend in Raipur district of Chhattisgarh. Curr World Environ 10:305–312CrossRef Khavse R, Deshmukh R, Manikandan N, Chaudhary JL. Khaushik D (2015) Statistical analysis of temperature and rainfall trend in Raipur district of Chhattisgarh. Curr World Environ 10:305–312CrossRef
go back to reference Kothawale DR, Kulkarni JR (2012) Indian monsoon rainfall variability in warming scenario over Indian continent. In: Proceedings of international conference on opportunities and challenges in monsoon prediction in a changing climate (OCHAMP-2012), Pune, India Kothawale DR, Kulkarni JR (2012) Indian monsoon rainfall variability in warming scenario over Indian continent. In: Proceedings of international conference on opportunities and challenges in monsoon prediction in a changing climate (OCHAMP-2012), Pune, India
go back to reference Krishnakumar KN, Rao GP, Gopakumar CS (2009) Rainfall trends in twentieth century over Kerala, India. Atmos Environ 43:1940–1944CrossRef Krishnakumar KN, Rao GP, Gopakumar CS (2009) Rainfall trends in twentieth century over Kerala, India. Atmos Environ 43:1940–1944CrossRef
go back to reference Kumar V, Jain SK (2011) Trends in rainfall amount and number of rainy days in river basins of India (1951–2004). Hydrol Res 42:290–306CrossRef Kumar V, Jain SK (2011) Trends in rainfall amount and number of rainy days in river basins of India (1951–2004). Hydrol Res 42:290–306CrossRef
go back to reference Kumar KR, Pant GB, Parthasarathy B, Sontakke NA (1992) Spatial and subseasonal patterns of the long-term trends of Indian summer monsoon rainfall. Int J Climatol 12:257–268CrossRef Kumar KR, Pant GB, Parthasarathy B, Sontakke NA (1992) Spatial and subseasonal patterns of the long-term trends of Indian summer monsoon rainfall. Int J Climatol 12:257–268CrossRef
go back to reference Kumar S, Merwade V, Kam J, Thurner K (2009) Streamflow trends in Indiana: effects of long term persistence, rainfall and subsurface drains. J Hydrol 374:171–183CrossRef Kumar S, Merwade V, Kam J, Thurner K (2009) Streamflow trends in Indiana: effects of long term persistence, rainfall and subsurface drains. J Hydrol 374:171–183CrossRef
go back to reference Kumar V, Jain SK, Singh Y (2010) Analysis of long-term rainfall trends in India. Hydrol Sci J 55:484–496CrossRef Kumar V, Jain SK, Singh Y (2010) Analysis of long-term rainfall trends in India. Hydrol Sci J 55:484–496CrossRef
go back to reference Kundu S, Khare D, Mondal A (2017) Future changes in rainfall, temperature and reference evapotranspiration in the central India by least square support vector machine. Geosci Front 8:583–596CrossRef Kundu S, Khare D, Mondal A (2017) Future changes in rainfall, temperature and reference evapotranspiration in the central India by least square support vector machine. Geosci Front 8:583–596CrossRef
go back to reference Landsea CW, Gray WM (1992) The strong association between western Sahelian monsoon rainfall and intense Atlantic hurricanes. J Clim 5:435–453CrossRef Landsea CW, Gray WM (1992) The strong association between western Sahelian monsoon rainfall and intense Atlantic hurricanes. J Clim 5:435–453CrossRef
go back to reference Libiseller C, Grimvall A (2002) Performance of partial Mann–Kendall tests for trend detection in the presence of covariates. Environmetrics 13:71–84CrossRef Libiseller C, Grimvall A (2002) Performance of partial Mann–Kendall tests for trend detection in the presence of covariates. Environmetrics 13:71–84CrossRef
go back to reference Lyra GB, Oliveira-Júnior JF, Gois G, Cunha-Zeri G, Zeri M (2017) Rainfall variability over Alagoas under the influences of SST anomalies. Meteorol Atmos Phys 129:157–171CrossRef Lyra GB, Oliveira-Júnior JF, Gois G, Cunha-Zeri G, Zeri M (2017) Rainfall variability over Alagoas under the influences of SST anomalies. Meteorol Atmos Phys 129:157–171CrossRef
go back to reference Mann HB (1945) Non parametric tests against trend. Econ J Econ Soc 13:245–259 Mann HB (1945) Non parametric tests against trend. Econ J Econ Soc 13:245–259
go back to reference Meshram SG, Singh VP, Meshram C (2017) Long-term trend and variability of rainfall in Chhattisgarh State, India. Theoret Appl Climatol 129:729–744CrossRef Meshram SG, Singh VP, Meshram C (2017) Long-term trend and variability of rainfall in Chhattisgarh State, India. Theoret Appl Climatol 129:729–744CrossRef
go back to reference Mooley DA, Parthasarathy B (1984) Fluctuations in all-India summer monsoon rainfall during 1871–1978. Clim Change 6:287–301CrossRef Mooley DA, Parthasarathy B (1984) Fluctuations in all-India summer monsoon rainfall during 1871–1978. Clim Change 6:287–301CrossRef
go back to reference Pandey RP, Ramasastri KS (2001) Relationship between the common climatic parameters and average drought frequency. Hydrol Process 15:1019–1032CrossRef Pandey RP, Ramasastri KS (2001) Relationship between the common climatic parameters and average drought frequency. Hydrol Process 15:1019–1032CrossRef
go back to reference Philandras CM, Nastos PT, Kapsomenakis J, Douvis KC, Tselioudis G, Zerefos CS (2011) Long term rainfall trends and variability within the Mediterranean region. Nat Hazards Earth Syst Sci 11:3235–3250CrossRef Philandras CM, Nastos PT, Kapsomenakis J, Douvis KC, Tselioudis G, Zerefos CS (2011) Long term rainfall trends and variability within the Mediterranean region. Nat Hazards Earth Syst Sci 11:3235–3250CrossRef
go back to reference Philip A, Augistine Y, Abindaw B (2014) Impact of climate variability on smallholder households and indigenous coping strategies in Bonga district. Int J Dev Res 4:693–699 Philip A, Augistine Y, Abindaw B (2014) Impact of climate variability on smallholder households and indigenous coping strategies in Bonga district. Int J Dev Res 4:693–699
go back to reference Ray KS, Srivastava AK (2000) Is there any change in extreme events like heavy rainfall? Curr Sci 79:155–158 Ray KS, Srivastava AK (2000) Is there any change in extreme events like heavy rainfall? Curr Sci 79:155–158
go back to reference Sahu RK, Khare DE (2015) Spatial and temporal analysis of rainfall trend for 30 districts of a coastal state (Odisha) of India. Int J Geol Earth Environ Sci 5:40–53 Sahu RK, Khare DE (2015) Spatial and temporal analysis of rainfall trend for 30 districts of a coastal state (Odisha) of India. Int J Geol Earth Environ Sci 5:40–53
go back to reference Scheff SW (2016) Fundamental statistical principles for the neurobiologist. A survival guide. Academic Press, USA Scheff SW (2016) Fundamental statistical principles for the neurobiologist. A survival guide. Academic Press, USA
go back to reference Sen PK (1968) Estimates of the regression coefficient based on Kendall’s tau. J Am Stat Assoc 63:1379–1389CrossRef Sen PK (1968) Estimates of the regression coefficient based on Kendall’s tau. J Am Stat Assoc 63:1379–1389CrossRef
go back to reference Serrano A, Mateos VL, Garcia JA (1999) Trend analysis of monthly rainfall over the Iberian Peninsula for the period 1921–1995. Phys Chem Earth Part B Hydrol Oceans Atmos 24:85–90CrossRef Serrano A, Mateos VL, Garcia JA (1999) Trend analysis of monthly rainfall over the Iberian Peninsula for the period 1921–1995. Phys Chem Earth Part B Hydrol Oceans Atmos 24:85–90CrossRef
go back to reference Sharma S, Singh PK (2017) Long term spatiotemporal variability in rainfall trends over the State of Jharkhand, India. Climate 5:18CrossRef Sharma S, Singh PK (2017) Long term spatiotemporal variability in rainfall trends over the State of Jharkhand, India. Climate 5:18CrossRef
go back to reference Smith I (2004) An assessment of recent trends in Australian rainfall. Aust Meteorol Mag 53:163–173 Smith I (2004) An assessment of recent trends in Australian rainfall. Aust Meteorol Mag 53:163–173
go back to reference Sobral BS, Oliveira-Júnior JF, de Gois G, Pereira-Júnior ER (2018) Spatial variability of SPI and RDIst drought indices applied to intense episodes of drought occurred in Rio de Janeiro State, Brazil. Int J Climatol 1–21 Sobral BS, Oliveira-Júnior JF, de Gois G, Pereira-Júnior ER (2018) Spatial variability of SPI and RDIst drought indices applied to intense episodes of drought occurred in Rio de Janeiro State, Brazil. Int J Climatol 1–21
go back to reference Srinivasa Rao BR, Bhaskar Rao DV, Brahmananda Rao V (2004) Decreasing Trend in the strength of tropical easterly jet during the Asian summer monsoon season and the number of tropical cyclonic systems over Bay of Bengal. Geophys Res Lett 31:L14103CrossRef Srinivasa Rao BR, Bhaskar Rao DV, Brahmananda Rao V (2004) Decreasing Trend in the strength of tropical easterly jet during the Asian summer monsoon season and the number of tropical cyclonic systems over Bay of Bengal. Geophys Res Lett 31:L14103CrossRef
go back to reference Srivastava PK, Han D, Rico-Ramirez MA, Islam T (2014) Sensitivity and uncertainty analysis of mesoscale model downscaled hydro-meteorological variables for discharge prediction. Hydrol Process 28:4419–4432CrossRef Srivastava PK, Han D, Rico-Ramirez MA, Islam T (2014) Sensitivity and uncertainty analysis of mesoscale model downscaled hydro-meteorological variables for discharge prediction. Hydrol Process 28:4419–4432CrossRef
go back to reference Srivastava PK, Islam T, Gupta M, Petropoulos G, Dai Q (2015) WRF dynamical downscaling and bias correction schemes for NCEP estimated hydro-meteorological variables. Water Resour Manage 29:2267–2284CrossRef Srivastava PK, Islam T, Gupta M, Petropoulos G, Dai Q (2015) WRF dynamical downscaling and bias correction schemes for NCEP estimated hydro-meteorological variables. Water Resour Manage 29:2267–2284CrossRef
go back to reference Turkes M (1996) Spatial and temporal analysis of annual rainfall variations in Turkey. Int J Climatol 16:1057–1076CrossRef Turkes M (1996) Spatial and temporal analysis of annual rainfall variations in Turkey. Int J Climatol 16:1057–1076CrossRef
go back to reference Warwade P, Tiwari S, Ranjan S, Chandniha SK, Adamowski J (2018) Spatio-temporal variation of rainfall over Bihar State, India. J Water Land Dev 36:183–197CrossRef Warwade P, Tiwari S, Ranjan S, Chandniha SK, Adamowski J (2018) Spatio-temporal variation of rainfall over Bihar State, India. J Water Land Dev 36:183–197CrossRef
go back to reference Xu ZX, Li JY, Liu CM (2007) Long term trend analysis for major climate variables in the Yellow River basin. Hydrol Process 21:1935–1948CrossRef Xu ZX, Li JY, Liu CM (2007) Long term trend analysis for major climate variables in the Yellow River basin. Hydrol Process 21:1935–1948CrossRef
go back to reference Zhang XL, Wang SJ, Zhang JM, Wang G, Tang XY (2015) Temporal and spatial variability in rainfall trends in the Southeast Tibetan Plateau during 1961–2012. Clim Past Discuss 11:447–487CrossRef Zhang XL, Wang SJ, Zhang JM, Wang G, Tang XY (2015) Temporal and spatial variability in rainfall trends in the Southeast Tibetan Plateau during 1961–2012. Clim Past Discuss 11:447–487CrossRef
Metadata
Title
Analysis of seasonal and annual rainfall trends for Ranchi district, Jharkhand, India
Authors
Shashank Shree
Manoj Kumar
Publication date
01-10-2018
Publisher
Springer Berlin Heidelberg
Published in
Environmental Earth Sciences / Issue 19/2018
Print ISSN: 1866-6280
Electronic ISSN: 1866-6299
DOI
https://doi.org/10.1007/s12665-018-7884-6

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