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Drought Risk Analysis for Water Assessment at Gauged and Ungauged Sites in the Low Rainfall Regions of Pakistan

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Abstract

In this study, projection of droughts was performed using monthly precipitation and temperature data in the Balochistan and Sindh provinces of Pakistan. Rainfall is the main source of water in the study area. The Reconnaissance Drought Index was used to explore drought events from the selected sites of the regions. The index-flood procedure was used to perform the drought analysis in the study area. Two statistical methods were used to select Generalized Pareto distribution as the most acceptable distribution for drought risk assessment. The distribution was estimated through the L-moments approach for both regions. Three problems were addressed in this study. Regional analysis was performed for regional quantiles covering a large area and on-site analysis for each site’s drought projections. The Monte Carlo simulations procedure was utilized for reliability assessment of estimated quantiles that proved likeness at lower return periods and uncertainty at higher return periods. Lastly, quadratic regression was performed between drought means and site characteristics for drought quantiles at ungauged sites. According to the results, there are chances of more drought in the future if the recent climatic conditions continue in the study area. The study results will help stakeholders, government, and water resource managers in preparing plans about drought and water availability in the area.

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References

  • Agnew CT (2000) Using the SPI to identify drought. Drought Network News 12:6–12

    Google Scholar 

  • Adnan S, Ullah K, Gao S, Khosa AH, Wang Z (2017) Shifting of agro-climatic zones, their drought vulnerability, and precipitation and temperature trends in Pakistan. Int J Climatol 37:529–543

    Article  Google Scholar 

  • Amrit K, Pandey RP, Mishra SK (2018) Characteristics of meteorological droughts in northwestern India. Nat Hazards 94(2):561–582

    Article  Google Scholar 

  • Angelidis P, Maris F, Kotsovinos N, Hrissanthou V (2012) Computation of drought index SPI with alternative distribution functions. Water Resour Manag 26:2453–2473

    Article  Google Scholar 

  • Ashraf M, Routray JK (2015) Spatio-temporal characteristics of precipitation of drought in Balochistan Province, Pakistan. Nat Hazards 77:229–254

    Article  Google Scholar 

  • Cunnane C (1988) Methods and merits of regional flood frequency analysis. J Hydrol 100:269–290

    Article  Google Scholar 

  • Dai C, Qin XS, Lu WT, Zang HK (2020) A multimodel assessment of drought characteristics and risks over the Huang-Huai-Hai River basin, China, under climate change. Theor Appl Climatol 141:601–613. https://doi.org/10.1007/s00704-020-03236-x

    Article  Google Scholar 

  • Das J, Jha S, Goyal MK (2020) Non-stationary and copula-based approach to assess the drought characteristics encompassing climate indices over the Himalayan states in India. J Hydrol 580:124356. https://doi.org/10.1016/j.jhydrol.2019.124356

    Article  Google Scholar 

  • Eslamian S, Eslamian FA (eds) (2017) Handbook of drought and water scarcity: environmental impacts and analysis of drought and water scarcity. CRC Press, New York

    Google Scholar 

  • Fawad M, Ahmad I, Nadeem FA, Yan T, Abbas A (2018) Estimation of wind speed using regional frequency analysis based on linear-moments. Int J Climatol 38:4431–4444

    Article  Google Scholar 

  • Goyal MK, Gupta V (2014) Identification of homogeneous rainfall regimes in northeast region of India using fuzzy cluster analysis. Water Resour Manag 28:4491–4511

    Article  Google Scholar 

  • Jamro S, Dars GH, Ansari K, Krakauer NY (2019) Spatio-temporal variability of drought in Pakistan using standardized precipitation evapotranspiration index. Appl Sci 9. https://doi.org/10.3390/app9214588

  • Kaluba P, Verbist KMJ, Cornelis WM, Van Ranst E (2017) Spatial mapping of drought in Zambia using regional frequency analysis. Hydrol Sci J 62:1825–1839

    Article  Google Scholar 

  • Mishra AK, Singh VP (2010) Changes in extreme precipitation in Texas. J Geophys Res Atmos doi 115. https://doi.org/10.1029/2009JD013398

  • Saf B (2010) Assessment of the effects of discordant sites on regional flood frequency analysis. J Hydrol 380:362–375

    Article  Google Scholar 

  • She D, Xia J, Zhang Y, Shan L (2016) Regional frequency analysis of extreme dry spells during rainy season in the Wei River basin. China Advances in Meteorology 2016:1–13. https://doi.org/10.1155/2016/6427568

    Article  Google Scholar 

  • Smith A, Sampson C, Bates P (2015) Regional flood frequency analysis at the global scale. Water Resour Res 51:539–553. https://doi.org/10.1002/2014WR015814

    Article  Google Scholar 

  • Ganguli P, Reddy MJ (2014) Evaluation of trends and multivariate frequency analysis of droughts in three meteorological subdivisions of western India. Int J Climatol 34:911–928

    Article  Google Scholar 

  • Ghosh S, Srinivasan K (2016) Analysis of spatio-temporal characteristics and regional frequency of droughts in the southern peninsula of India. Water Resour Manag 30:3879–3898

    Article  Google Scholar 

  • Goyal MK, Sharma A (2016) A fuzzy c-means approach regionalization for analysis of meteorological drought homogeneous regions in western India. Nat Hazards 84:1831–1847

    Article  Google Scholar 

  • Hailegeorgis TT, Alfredsen K (2017) Regional flood frequency analysis and prediction in ungauged basins including estimation of major uncertainties for mid-Norway. Journal of Hydrology: Regional Studies 9:104–126

    Google Scholar 

  • Hosking JRM (1990) L-moments: analysis and estimation of distributions using linear combinations of order statistics. J Roy Stat Soc 52:105–124

    Google Scholar 

  • Hosking JR, Wallis JR (1993) Some statistics useful in regional frequency analysis. Water Resour Res 29:271–281

    Article  Google Scholar 

  • Hosking JRM, Wallis JR (1997) Regional frequency analysis: an approach based on L-moments. Cambridge University Press, UK

    Book  Google Scholar 

  • Hussain Z (2011) Application of the regional flood frequency analysis to the upper and lower basins of the Indus River, Pakistan. Water Resour Manag 25:2797–2822

    Article  Google Scholar 

  • Khan MSR, Hussain Z, AHMAD I (2019) A comparison of quadratic regression and artificial neural networks for the estimation of quantiles at ungauged sites in regional frequency analysis. Appl Ecol Environ Res 17:6937–6959

    Google Scholar 

  • Liu X, Wang S, Zhou Y, Wang F, Li W, Liu W (2015) Regionalization and variation of drought standardized precipitation index (1961–2013). Adv Meteorol 2015:1–18. https://doi.org/10.1155/2015/950262

    Article  Google Scholar 

  • Mortuza MR, Moges E, Demissie Y, Li HY (2019) Historical and future drought in Bangladesh using copula-based bivariate regional frequency analysis. Theor Appl Climatol 135:855–871

    Article  Google Scholar 

  • Mustafa A, Rahman G (2018) Assessing the spatio-temporal variability of meteorological drought in Jordan. Earth Systems and Environment 2:247–264

    Article  Google Scholar 

  • Naz F, Dars GH, Ansari K, Jamro S, Krakauer NY (2020) Drought trends in Balochistan. Water. 12. https://doi.org/10.3390/w12020470

  • PWP (2011). History of drought in Pakistan-in detail. Pakistan Weather Portal. Accessed 15 July 2019

  • Quesada-Montano B, Wetterhall F, Westerberg IK, Hidalgo HG, Halldin S (2018) Characterizing droughts in Central America with uncertain hydro-meteorological data. Theor Appl Climatol 137:2125–2138

    Article  Google Scholar 

  • Roth M, Jongbloed G, Buishand TA (2016) Threshold selection for regional peaks-over-threshold data. J Appl Stat 43:1291–1309

    Article  Google Scholar 

  • Santos JF, Portela MM, Pulido-Calvo I (2011) Regional frequency analysis of droughts in Portugal. Water Resour Manag 25:3537–3558

    Article  Google Scholar 

  • Shiau JT, Modarres R (2009) Copula-based drought severity-duration-frequency analysis in Iran. Meteorol Appl 16:481–489

    Article  Google Scholar 

  • Stedinger JR, Vogel R, Foufoula-Georgiou E (1993) Frequency analysis of extreme events. In: Maidment DR (ed) Handbook of hydrology. McGraw-Hill, New York (Chap. 18)

    Google Scholar 

  • Thornthwaite CW (1948) An approach toward a rational classification of climate. Geogr Rev 38:55–94

    Article  Google Scholar 

  • Topçu E, Seçkin N (2015) Drought analysis of the Seyhan Basin by using standardized precipitation index (SPI) and L-moments. J Agric Sci 22:196–215

    Google Scholar 

  • Tsakiris G, Pangalou D, Tigkas D, Vangelis H (2007) Assessing the areal extent of drought. Water resources management: new approaches and technologies, European water resources association, Chania, Crete -Greece, 1416

  • Tsakiris G, Vangelis H (2005) Establishing a drought index incorporating evapotranspiration. European Water 9(10):3–11

    Google Scholar 

  • Ullah H, Akbar M, Khan F (2020a) Construction of homogeneous climatic regions by combining cluster analysis and L-moment approach on the basis of reconnaissance drought index for Pakistan. Int J Climatol 40(1):324–341. https://doi.org/10.1002/joc.6214

    Article  Google Scholar 

  • Ullah H, Akbar M, Khan F (2020b) Droughts’ projections in homogeneous climatic regions using standardized precipitation index in Pakistan. Theor Appl Climatol 140:787–803. https://doi.org/10.1007/s00704-020-03109-3

    Article  Google Scholar 

  • United Nations development Programme (UNDP) (2016) Water Security in Pakistan: Issues and Challenges, DEVELOPMENT ADVOCATE PAKISTAN, Volume 3, Issue 4

  • Vicente-Serrano SM, Beguería S, López-Moreno JI (2010) A multiscalar drought index sensitive to global warming: the standardized precipitation evapotranspiration index. J Clim 23:1696–1718

    Article  Google Scholar 

  • Volpi E, Fiori A, Grimaldi S, Lombardo F, Koutsoyiannis D (2015) One hundred years of return period: strengths and limitations. Water Resour Res 51:8570–8585

    Article  Google Scholar 

  • Wallis JR, Matalas NC, Slack JR (1974) Just a moment! Water Resour Res 102:211–221

    Article  Google Scholar 

  • Yevjevich VM (1967) An objective approach to definitions and investigations of continental hydrologic droughts. Hydrology papers (Colorado State University); no. 23

  • Zaman MA, Rahman A, Haddad K (2012) Regional flood frequency analysis in arid regions: a case study for Australia. J Hydrol 475:74–83

    Article  Google Scholar 

  • Zhang Q, Qi T, Singh VP, Chen YD, Xiao M (2015) Regional frequency analysis of droughts in China: a multivariate perspective. Water Resour Manag 29:1767–1787

    Article  Google Scholar 

Download references

Acknowledgments

This research work is part of the first author’s Ph.D. dissertation. I am thankful to the Pakistan Meteorological Department (PMD) for providing the climate data of precipitation and temperature of the study area. I am highly thankful to Dr. Firdos Khan, Assistant Professor of National University of Science and Technology (NUST) Islamabad, Pakistan, for his sincere help at different stages and in preparing the data to remove some of the irregularities. I am also grateful to Professor Sajid Farooqi and Dr. Nazam for helping in computer work.

Availability of Data and Materials

The datasets analyzed during the current study are available from the corresponding author on responsible request.

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Both authors contributed to the study conception and design. Material preparation, data collection and analysis were performed by Hamd Ullah and Muhammad Akbar. The first draft of the manuscript was written by Hamd Ullah and second author commented on previous versions of the manuscript. Both authors read and approved the final manuscript.

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Correspondence to Hamd Ullah.

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Ullah, H., Akbar, M. Drought Risk Analysis for Water Assessment at Gauged and Ungauged Sites in the Low Rainfall Regions of Pakistan. Environ. Process. 8, 139–162 (2021). https://doi.org/10.1007/s40710-020-00478-9

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  • DOI: https://doi.org/10.1007/s40710-020-00478-9

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