Droughts over Pakistan: possible cycles, precursors and associated mechanisms

References

• Abramowitz M. 1964. Handbook of mathematical functions. Applied Mathematics Series. National Bureau of Standards, Dover Publications, New York. (55)
   Google Scholar
• Adler RF, Huffman GJ, Chang A, Ferraro R, Xie P-P, Janowiak J, Rudolf B, Schneider U, Curtis S, Bolvin D, et al. 2003. The version-2 global precipitation climatology project (GPCP) monthly precipitation analysis (1979–present). J Hydrometeor. 4(6):1147–1167.
   Web of Science ®Google Scholar
• Adnan S, Ullah K, Shouting G. 2016. Investigations into precipitation and drought climatologies in South Central Asia with special focus on Pakistan over the period 1951–2010. J Climate. 29(16):6019–6035.
   Web of Science ®Google Scholar
• Adnan S, Ullah K, Shuanglin L, Gao S, Khan AH, Mahmood R. 2018. Comparison of various drought indices to monitor drought status in Pakistan. Clim Dyn. 51(5-6):1885–1899.
   Web of Science ®Google Scholar
• Afzaal M, Haroon MA, Ul Zaman Q. 2009. Interdecadal oscillations and the warming trend in the area-weighted annual mean temperature of Pakistan. Pakistan J Meteorol. 6(11): 13–19.
   Google Scholar
• Ahmad I, Ambreen R, Sultan S, Sun Z, Deng W. 2014. Spatial-temporal variations in January precipitation over the period of 1950-2000 in Pakistan and possible links with global teleconnections: geographical perspective. AJCC. 03(04):378–387.
   Google Scholar
• Ahmad I, Zhaobo S, Weitao D, Ambreen R. 2010. Trend analysis of January temperature in Pakistan over the period of 1961-2006: Geographical perspective. Pakistan J Meteorol. 7(13): 11–22.
   Google Scholar
• Ahmed F, Adnan S, Latif M. 2020. Impact of jet stream and associated mechanisms on winter precipitation in Pakistan. Meteorol Atmos Phys.. 132((2)):225–238..
   Web of Science ®Google Scholar
• Ahmed K, Shahid S, bin Harun S, Wang X-j. 2016. Characterization of seasonal droughts in Balochistan Province, Pakistan. Stoch Environ Res Risk Assess. 30(2):747–762.
   Web of Science ®Google Scholar
• Ahmed K, Shahid S, Nawaz N. 2018. Impacts of climate variability and change on seasonal drought characteristics of Pakistan. Atmos Res. 214:364–374.
   Web of Science ®Google Scholar
• Ain NU, Latif M, Ullah K, Adnan S, Ahmed R, Umar M, Azam M. 2020. Investigation of seasonal droughts and related large-scale atmospheric dynamics over the Potwar Plateau of Pakistan. Theor Appl Climatol. 140(1-2):69–89.
   Web of Science ®Google Scholar
• Al-Kaisi MM, Elmore RW, Guzman JG, Hanna HM, Hart CE, Helmers MJ, Hodgson EW, Lenssen AW, Mallarino AP, Robertson AE, et al. 2013. Drought impact on crop production and the soil environment: 2012 experiences from Iowa. J Soil Water Conserv. 68(1):19A–24A.
   Web of Science ®Google Scholar
• Annamalai H, Hafner J, Sooraj K, Pillai P. 2013. Global warming shifts the monsoon circulation, drying South Asia. J Climate. 26(9):2701–2718.
   Web of Science ®Google Scholar
• Arshad M, Ma X, Yin J, Ullah W, Ali G, Ullah S., …, Ullah I. 2021. Evaluation of GPM-IMERG and TRMM-3B42 precipitation products over Pakistan. Atmospheric Research. 249, 105341.
   Web of Science ®Google Scholar
• Azad S, Rajeevan M. 2016. Possible shift in the ENSO-Indian monsoon rainfall relationship under future global warming. Sci Rep. 6(1):1–6.
   PubMed Web of Science ®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 Climate. 15(7):697–700.
   Web of Science ®Google Scholar
• Barlow M, Zaitchik B, Paz S, Black E, Evans J, Hoell A. 2016. A review of drought in the Middle East and southwest Asia. J Climate. 29(23):8547–8574.
   Web of Science ®Google Scholar
• Bauer M, Del Genio AD. 2006. Composite analysis of winter cyclones in a GCM: Influence on climatological humidity. J Climate. 19(9):1652–1672.
   Web of Science ®Google Scholar
• Bojinski S, Verstraete M, Peterson TC, Richter C, Simmons A, Zemp M. 2014. The concept of essential climate variables in support of climate research, applications, and policy. Bull Am Meteorol Soc. 95(9):1431–1443.
   Web of Science ®Google Scholar
• Bollasina M, Nigam S. 2011. The summertime “heat” low over Pakistan/northwestern India: evolution and origin. Clim Dyn. 37(5-6):957–970.
   Web of Science ®Google Scholar
• Cao J, Hu J, Tao Y. 2012. An index for the interface between the Indian summer monsoon and the East Asian summer monsoon. J Geophys Res. 117(D18).
   Web of Science ®Google Scholar
• Chang WYB. 1997. Enso: extreme climate events and their impacts on Asian Deltas 1. J Am Water Resources Assoc. 33(3):605–614.
   Web of Science ®Google Scholar
• del Rio S, Anjum Iqbal M, Cano‐Ortiz A, Herrero L, Hassan A, Penas A. 2013. Recent mean temperature trends in Pakistan and links with teleconnection patterns. Int J Climatol. 33(2):277–290.
   Web of Science ®Google Scholar
• Ding Q, Wang B. 2005. Circumglobal teleconnection in the Northern Hemisphere summer. J Climate. 18(17):3483–3505.
   Web of Science ®Google Scholar
• Dutra E, Magnusson L, Wetterhall F, Cloke HL, Balsamo G, Boussetta S, Pappenberger F. 2013. The 2010–2011 drought in the Horn of Africa in ECMWF reanalysis and seasonal forecast products. Int J Climatol. 33(7):1720–1729.
   Web of Science ®Google Scholar
• Eckstein D, Künzel V, Schäfer L, Winges M. 2020. Global climate risk index. Bonn: Germanwatch.
   Google Scholar
• Edwards DC. 1997. Characteristics of 20th century drought in the United States at multiple time scales. Air Force Inst of Tech Wright-Patterson AFB OH.
   Google Scholar
• Fan F, Dong X, Fang X, Xue F, Zheng F, Zhu J. 2017. Revisiting the relationship between the South Asian summer monsoon drought and El Niño warming pattern. Atmos Sci Lett. 18(4):175–182.
   Web of Science ®Google Scholar
• Fan F, Mann ME, Lee S, Evans JL. 2010. Observed and modeled changes in the South Asian summer monsoon over the historical period. J Climate. 23(19):5193–5205.
   Web of Science ®Google Scholar
• Farooqi AB, Khan AH, Mir H. 2005. Climate change perspective in Pakistan. Pakistan J Meteorol. 2(3): 11–21
   Google Scholar
• Feng S, Oglesby RJ, Rowe CM, Loope DB, Hu Q. 2008. Atlantic and Pacific SST influences on medieval drought in North America simulated by the community atmospheric model. J Geophys Res. 113(D11)
   Web of Science ®Google Scholar
• Gadgil S, Vinayachandran P, Francis P, Gadgil S. 2004. Extremes of the Indian summer monsoon rainfall, ENSO and equatorial Indian Ocean oscillation. Geophys Res Lett. 31(12).
   Web of Science ®Google Scholar
• Grove RH. 1998. Global impact of the 1789-93 El Niño. Nature. 393(6683):318–319.
   Web of Science ®Google Scholar
• Hanif M, Khan AH, Adnan S. 2013. Latitudinal precipitation characteristics and trends in Pakistan. J Hydrol. 492:266–272.
   Web of Science ®Google Scholar
• Hao Z, Singh VP, Xia Y. 2018. Seasonal drought prediction: advances, challenges, and future prospects. Rev Geophys. 56(1):108–141.
   Web of Science ®Google Scholar
• Haroon MA, Zhang J, Yao F. 2016. Drought monitoring and performance evaluation of MODIS-based drought severity index (DSI) over Pakistan. Nat Hazards. 84(2):1349–1366.
   Web of Science ®Google Scholar
• Hina S, Saleem F. 2019. Historical analysis (1981-2017) of drought severity and magnitude over a predominantly arid region of Pakistan. Clim Res. 78(3):189–204.
   Web of Science ®Google Scholar
• Hoerling M, Eischeid J, Kumar A, Leung R, Mariotti A, Mo K, Schubert S, Seager R. 2014. Causes and predictability of the 2012 Great Plains drought. Bull Am Meteorol Soc. 95(2):269–282.
   Web of Science ®Google Scholar
• Hong CC, Hsu HH, Lin NH, Chiu H. 2011. Roles of European blocking and tropical‐extratropical interaction in the 2010 Pakistan flooding. Geophys Res Lett. 38(13).
   Google Scholar
• Hong X, Lu R. 2016. The meridional displacement of the summer Asian jet, Silk Road pattern, and tropical SST anomalies. J Climate. 29(10):3753–3766.
   Web of Science ®Google Scholar
• Hussain MS, Lee S. 2009. A classification of rainfall regions in Pakistan. Journal of the Korean Geographical Society. 44(5):605–623.
   Google Scholar
• Hussain MS, Lee S. 2016. Investigation of summer monsoon rainfall variability in Pakistan. Meteorol Atmos Phys. 128(4):465–475.
   Web of Science ®Google Scholar
• Jain VK, Pandey RP, Jain MK, Byun H-R. 2015. Comparison of drought indices for appraisal of drought characteristics in the Ken River Basin. Weather Clim Extremes. 8:1–11.
   Web of Science ®Google Scholar
• Jamro S, Channa FN, Dars GH, Ansari K, Krakauer NY. 2020. Exploring the Evolution of Drought Characteristics in Balochistan. Pakistan. Appl Sci. 10(3):913.
   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(21):4588.
   Google Scholar
• Khan N, Sachindra D, Shahid S, Ahmed K, Shiru MS, Nawaz N. 2020. Prediction of droughts over Pakistan using machine learning algorithms. Adv Water Resour. 139:103562.
   Web of Science ®Google Scholar
• Khan N, Shahid S, Chung E-S, Kim S, Ali R. 2019. Influence of surface water bodies on the land surface temperature of Bangladesh. Sustainability. 11(23):6754.
   Web of Science ®Google Scholar
• Khan N, Shahid S, Ismail T, Ahmed K, Nawaz N. 2019. Trends in heat wave related indices in Pakistan. Stoch Environ Res Risk Assess. 33(1):287–302.
   Web of Science ®Google Scholar
• Krishnamurthy V, Goswami B. 2000. Indian monsoon–ENSO relationship on interdecadal timescale. J Climate. 13(3):579–595.
   Web of Science ®Google Scholar
• Latif M, Syed F. 2016. Determination of summer monsoon onset and its related large-scale circulation characteristics over Pakistan. Theor Appl Climatol. 125(3-4):509–520.
   Web of Science ®Google Scholar
• Latif M, Syed F, Hannachi A. 2017. Rainfall trends in the South Asian summer monsoon and its related large-scale dynamics with focus over Pakistan. Clim Dyn. 48(11-12):3565–3581.
   Web of Science ®Google Scholar
• Lu J, Delworth TL. 2005. Oceanic forcing of the late 20th century Sahel drought. Geophys Res Lett. 32(22).
   Web of Science ®Google Scholar
• Lu R, Hina S, Hong X. 2020. Upper-and Lower-tropospheric Circulation Anomalies Associated with Interannual Variation of Pakistan Rainfall during Summer. Adv Atmos Sci. 37(11):1179–1190.
   Web of Science ®Google Scholar
• Lu R-Y, Oh J-H, Kim B-J. 2002. A teleconnection pattern in upper-level meridional wind over the North African and Eurasian continent in summer. Tellus A Dyn Meteorol Oceanogr. 54(1):44–55.
   Web of Science ®Google Scholar
• McKee TB, Doesken NJ, Kleist J. editors. 1993. The relationship of drought frequency and duration to time scales. Proceedings of the 8th Conference on Applied Climatology; Boston.
   Google Scholar
• McKee TB, editor. 1995. Drought monitoring with multiple time scales. Proceedings of 9th Conference on Applied Climatology, Boston.
   Google Scholar
• McVicar T, Bierwirth P. 2001. Rapidly assessing the 1997 drought in Papua New Guinea using composite AVHRR imagery. Int J Remote Sens. 22(11):2109–2128.
   Web of Science ®Google Scholar
• Mie Sein ZM, Ullah I, Syed S, Zhi X, Azam K, Rasool G. 2021. Interannual Variability of Air Temperature over Myanmar: The Influence of ENSO and IOD. Climate. 9(2):35.
   Web of Science ®Google Scholar
• Mishra V. 2020b. Long-term (1870–2018) drought reconstruction in context of surface water security in India. J Hydrol. 580:124228.
   Web of Science ®Google Scholar
• Mishra V. 2020a. Relative contribution of precipitation and air temperature on dry season drying in India, 1951–2018. J Geophys Res Atmos. 125(15):e2020JD032998.
   Web of Science ®Google Scholar
• Mishra AK, Singh VP. 2010. A review of drought concepts. J Hydrol. 391(1-2):202–216.
   Web of Science ®Google Scholar
• Moors EJ, Stoffel M. 2013. Changing monsoon patterns, snow and glacial melt, its impacts and adaptation options in northern India: Synthesis. Sci Total Environ. 12(1):468–469.
   Google Scholar
• Nangombe S, Madyiwa S, Wang J. 2018. Precursor conditions related to Zimbabwe’s summer droughts. Theor Appl Climatol. 131(1-2):413–431.
   Web of Science ®Google Scholar
• Naresh Kumar M, Murthy C, Sesha Sai M, Roy P. 2009. On the use of Standardized Precipitation Index (SPI) for drought intensity assessment. Met Apps. 16(3):381–389.
   Web of Science ®Google Scholar
• Nielsen-Gammon J. 2011. The 2011 Texas drought: A briefing packet for the Texas legislature.
   Google Scholar
• Omidvar K, Fatemi M, Narangifard M, Hatami Bahman Beiglou K. 2016. A study of the circulation patterns affecting drought and wet years in central Iran. Adv Meteorol. 2016:1–14.
   Web of Science ®Google Scholar
• Peterson TC, Stott PA, Herring S. 2012. Explaining extreme events of 2011 from a climate perspective. Bull Amer Meteor Soc. 93(7):1041–1067.
   Web of Science ®Google Scholar
• Portela MM, dos Santos JF, Silva AT, Benitez JB, Frank C, Reichert JM. 2015. Drought analysis in southern Paraguay, Brazil and northern Argentina: regionalization, occurrence rate and rainfall thresholds. Hydrol Res. 46(5):792–810.
   Web of Science ®Google Scholar
• Prabhakar S, Shaw R. 2008. Climate change adaptation implications for drought risk mitigation: a perspective for India. Clim Change. 88(2):113–130.
   Web of Science ®Google Scholar
• Preethi B, Mujumdar M, Kripalani R, Prabhu A, Krishnan R. 2017. Recent trends and tele-connections among South and East Asian summer monsoons in a warming environment. Clim Dyn. 48(7-8):2489–2505.
   Web of Science ®Google Scholar
• Qaiser G, Tariq S, Adnan S, Latif M. 2021. Evaluation of a composite drought index to identify seasonal drought and its associated atmospheric dynamics in Northern Punjab, Pakistan. J Arid Environ. 185:104332.
   Web of Science ®Google Scholar
• Rajagopalan B, Cook E, Lall U, Ray BK. 2000. Spatiotemporal variability of ENSO and SST teleconnections to summer drought over the United States during the twentieth century. J Climate. 13(24):4244–4255.
   Web of Science ®Google Scholar
• Rasul G, Dahe Q, Chaudhry Q. 2008. Global warming and melting glaciers along southern slopes of HKH ranges. Pakistan J Meteorol. 5(9): 63–76.
   Google Scholar
• Reynolds RW, Smith TM, Liu C, Chelton DB, Casey KS, Schlax MG. 2007. Daily high-resolution-blended analyses for sea surface temperature. J Climate. 20(22):5473–5496.
   Web of Science ®Google Scholar
• Roxy MK, Ritika K, Terray P, Masson S. 2015. Indian Ocean warming–the bigger picture. Bull Amer Meterol Soc. 96(7):1070–1072.
   Google Scholar
• Roxy MK, Ritika K, Terray P, Murtugudde R, Ashok K, Goswami B. 2015. Drying of Indian subcontinent by rapid Indian Ocean warming and a weakening land-sea thermal gradient. Nat Commun. 6(1):1–10.
   Web of Science ®Google Scholar
• Saeed S, Müller WA, Hagemann S, Jacob D, Mujumdar M, Krishnan R. 2011. Precipitation variability over the South Asian monsoon heat low and associated teleconnections. Geophys Res Lett. 38(8).
   Web of Science ®Google Scholar
• Saleem F, Zeng X, Hina S, Omer A. 2021. Regional changes in extreme temperature records over Pakistan and their relation to Pacific variability. Atmos Res. 250:105407.
   Web of Science ®Google Scholar
• Salma S, Shah M, Rehman S. 2012. Rainfall trends in different climate zones of Pakistan. Pakistan J Meteorol. 9(17): 37–47.
   Google Scholar
• Shakoor U, Saboor A, Baig I, Afzal A, Rahman A. 2015. Climate variability impacts on rice crop production in Pakistan. Pakistan J Agric Res. 28(1): 19–27.
   Google Scholar
• Sharma S, Mujumdar P. 2019. On the relationship of daily rainfall extremes and local mean temperature. J Hydrol. 572:179–191.
   Web of Science ®Google Scholar
• Sheffield J, Andreadis K, Wood EF, Lettenmaier D. 2009. Global and continental drought in the second half of the twentieth century: Severity–area–duration analysis and temporal variability of large-scale events. J Climate. 22(8):1962–1981.
   Web of Science ®Google Scholar
• Solomon A, Shin S-I, Alexander MA, McCreary JP. 2008. The relative importance of tropical variability forced from the North Pacific through ocean pathways. Clim Dyn. 31(2-3):315–331.
   Web of Science ®Google Scholar
• Soro G, Anouman D, Bi TG, Srohorou B, Savane I. 2014. Caractérisation des séquences de sècheresse météorologique à diverses échelles de temps en climat de type soudanais: cas de l’extrême nord-ouest de la Cote d’Ivoire. LARHYSS J. (18): 107–124.
   Google Scholar
• Spinoni J, Naumann G, Carrao H, Barbosa P, Vogt J. 2014. World drought frequency, duration, and severity for 1951–2010. Int J Climatol. 34(8):2792–2804.
   Web of Science ®Google Scholar
• Sun A, Gao B. 2000. A diagnostic analyses of serious flood/drought during summer season in the North China Plane. Chin J Atmos Sci. 24(3):393–402.
   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 J R Meteorol Soc. 30(2):220–235.
   Web of Science ®Google Scholar
• Syed FS, Yoo JH, Körnich H, Kucharski F. 2012. Extratropical influences on the inter-annual variability of South-Asian monsoon. Clim Dyn. 38(7-8):1661–1674.
   Web of Science ®Google Scholar
• Tefera A, Ayoade J, Bello N. 2020. Analyses of the relationship between drought occurrences and their causal factors in Tigray Region, Northern Ethiopia. Tellus A Dynamic Meteorol Oceanogr. 72(1):1–18.
   Web of Science ®Google Scholar
• Thom HC. 1958. A note on the gamma distribution. Mon Wea Rev. 86(4):117–122.
   Google Scholar
• Thomas BC, Martin JE. 2007. A synoptic climatology and composite analysis of the Alberta Clipper. Weather and Forecasting. 22(2):315–333.
   Web of Science ®Google Scholar
• Tigkas D, Vangelis H, Tsakiris G. 2015. DrinC: a software for drought analysis based on drought indices. Earth Sci Inform. 8(3):697–709.
   Web of Science ®Google Scholar
• Trenberth KE, Shea DJ. 2005. Relationships between precipitation and surface temperature. Geophys Res Lett. 32(14).
   Web of Science ®Google Scholar
• Ullah I, Ma X, Yin J, Asfaw TG, Azam K, Syed S, …, Shahzaman M. 2021. Evaluating the meteorological drought characteristics over Pakistan using in situ observations and reanalysis products. Int J Climatol. 2021; 1–23.
   Google Scholar
• van Dijk AIJM, Beck HE, Crosbie RS, de Jeu RAM, Liu YY, Podger GM, Timbal B, Viney NR. 2013. The Millennium Drought in southeast Australia (2001–2009): Natural and human causes and implications for water resources, ecosystems, economy, and society. Water Resour Res. 49(2):1040–1057.
   Web of Science ®Google Scholar
• Vellore RK, Kaplan ML, Krishnan R, Lewis JM, Sabade S, Deshpande N, Singh BB, Madhura RK, Rama Rao MVS. 2016. Monsoon-extratropical circulation interactions in Himalayan extreme rainfall. Clim Dyn. 46(11-12):3517–3546.
   Web of Science ®Google Scholar
• Wang SY, Davies RE, Huang WR, Gillies RR. 2011. Pakistan's two‐stage monsoon and links with the recent climate change. J Geophys Res. 116(D16)
   Web of Science ®Google Scholar
• Wmo G. n.d. Status of the global observing system for climate.
   Google Scholar
• Wu H, Hayes MJ, Weiss A, Hu Q. 2001. An evaluation of the Standardized Precipitation Index, the China‐Z Index and the statistical Z‐Score. Int J Climatol. 21(6):745–758.
   Web of Science ®Google Scholar
• Xie H, Ringler C, Zhu T, Waqas A. 2013. Droughts in Pakistan: a spatiotemporal variability analysis using the Standardized Precipitation Index. Water Int. 38(5):620–631.
   Web of Science ®Google Scholar
• Xu L, Chen N, Zhang X, Chen Z. 2018. An evaluation of statistical, NMME and hybrid models for drought prediction in China. J Hydrol. 566:235–249.
   Web of Science ®Google Scholar
• Yadav RK. 2017. Midlatitude Rossby wave modulation of the Indian summer monsoon. QJR Meteorol Soc. 143(706):2260–2271.
   Web of Science ®Google Scholar
• Zhang Z, Chen X, Xu C-Y, Hong Y, Hardy J, Sun Z. 2015. Examining the influence of river–lake interaction on the drought and water resources in the Poyang Lake basin. J Hydrol. 522:510–521.
   Web of Science ®Google Scholar
• Zhang M, He J, Wang B, Wang S, Li S, Liu W, Ma X. 2013. Extreme drought changes in Southwest China from 1960 to 2009. J Geogr Sci. 23(1):3–16.
   Web of Science ®Google Scholar
• Zhou F, Zhang R, Han J. 2019. Relationship between the circumglobal teleconnection and Silk Road pattern over Eurasian continent. Sci Bull. 64(6):374–376.
   Web of Science ®Google Scholar