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Impact of temperature on agricultural drought occurrence under the effects of climate change

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Abstract

The frequency of drought events in the Mediterranean region has increased significantly in recent years, along with a substantial increase in their spatial and temporal extent. These events are associated with high temperatures and low precipitation. Our study presents a vision on the impact of temperature on agricultural drought frequency, severity, and temporal extent under future scenarios over seven vast plains located in the semi-arid region of the Mediterranean basin. A multivariate frequency analysis of both meteorological and agricultural drought characteristics is based using the copula theory. The return periods of past and future drought events are determined using the two drought indices standardized precipitation index and standardized precipitation evapotranspiration index. The projected drought events are determined based on climate simulations (monthly precipitations and temperatures) from the RCA4-MPI-ESM-LR model, and the projection period was forced by the two representative concentration pathway scenarios RCP4.5 and RCP8.5. Results showed that the frequency of drought events is much higher if only precipitation (SPI) is taken into account than if overall climate (precipitation and temperature, SPEI) is considered while their severity and duration are more intense using SPEI. The risk of drought is best estimated by multivariate frequency analysis where the unvaried return periods, considering the duration or severity, underestimate the recurrence of events. Drought events in the plains are likely to be more severe and to last longer, particularly during the hot season (between May and September) between 2021 and 2071 according to the two future scenarios. In addition, agricultural production is threatened by a spring agricultural drought (between February and April) between 2050 and 2100 under the RCP4.5 scenario, which can have serious consequences on agricultural income as well as food security.

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Data availability

The in situ data are extracted from the dataset provided by the National Meteorology Office (ONM) and the National Hydraulic Resources Agency (ANRH) (O.N.M: http://www.meteo.dz/index.php; ANRH: http://www.anrh.dz/). The projected data from RCA4-MPI-ESM-LR are provided from Coordinated Regional climate downscaling Experiment modeling groups over Africa https://esg-dn1.nsc.liu.se/search/cordex/ (last access: 23 June 2018) (SMHI, 2018).

References

  • Achour K, Meddi M, Zeroual A, Bouabdelli S, Maccioni P, Moramarco T (2020) Spatio-temporal analysis and forecasting of drought in the plains of northwestern Algeria using the standardized precipitation index. J Earth Syst Sci 129https://doi.org/10.1007/s12040-019-1306-3

  • AghaKouchak A, Cheng L, Mazdiyasni O, Farahmand A (2014) Global warming and changes in risk of concurrent climate extremes: insights from the 2014 California drought. Geophys Res Lett 41:8847–8852. https://doi.org/10.1002/2014GL062308

    Article  Google Scholar 

  • Balakrishnan N, Lai CD (2009) Distributions expressed as copulas, in: Continuous bivariate distributions. Springer New York. 67–103. https://doi.org/10.1007/b101765_3

  • Bensaoula F, Collignon B, Adjim M (2019) Assessment of groundwater resources in the Jurassic Horst (Western Algeria) 1–42. https://doi.org/10.1007/698_2019_406

  • Bouabdelli S, Meddi M, Zeroual A, Alkama R (2020a) Hydrological drought risk recurrence under climate change in the karst area of Northwestern Algeria. J Water Clim Chang. https://doi.org/10.2166/wcc.2020.207

    Article  Google Scholar 

  • Bouabdelli S, Zeroual A, Meddi M, Djelloul F, Alkama R (2020b) Past and future drought in Northwestern Algeria: the Beni Bahdel Dam catchment. Proc IAHS 383:315–318. https://doi.org/10.5194/piahs-383-315-2020

    Article  Google Scholar 

  • Bouras E, Jarlan L, Khabba S, Er-Raki S, Dezetter A, Sghir F, Tramblay Y (2019) Assessing the impact of global climate changes on irrigated wheat yields and water requirements in a semi-arid environment of Morocco. Sci Rep 9https://doi.org/10.1038/s41598-019-55251-2

  • Cannon AJ, Sobie SR, Murdock TQ (2015) Bias correction of GCM precipitation by quantile mapping: how well do methods preserve changes in quantiles and extremes? J Clim 28:6938–6959. https://doi.org/10.1175/JCLI-D-14-00754.1

    Article  Google Scholar 

  • Ciais P, Reichstein M, Viovy N, Granier A, Ogée J, Allard V, Aubinet M, Buchmann N, Bernhofer C, Carrara A, Chevallier F, De Noblet N, Friend AD, Friedlingstein P, Grünwald T, Heinesch B, Keronen P, Knohl A, Krinner G, Loustau D, Manca G, Matteucci G, Miglietta F, Ourcival JM, Papale D, Pilegaard K, Rambal S, Seufert G, Soussana JF, Sanz MJ, Schulze ED, Vesala T, Valentini R (2005) Europe-wide reduction in primary productivity caused by the heat and drought in 2003. Nature 437https://doi.org/10.1038/nature03972

  • Dai A, Zhao T (2017) Uncertainties in historical changes and future projections of drought. Part I: estimates of historical drought changes. Clim Change 144:519–533. https://doi.org/10.1007/s10584-016-1705-2

    Article  Google Scholar 

  • Demmak A (2008) Drought in Algeria 1975-2000-impact on water resources and control strategy, in French, [La sécheresse en Algérie des années 1975-2000 – Impact sur les ressources en eau et stratégie de lutte]. 2nd MEDA Water Reg. Event, 28 – 30 April 2008 – Marrakech, Moroccohttps://doi.org/10.1016/J.IJSBE.2014.04.006

  • Dingman S (1994) Physical hydrology Prentice Hall. Inc, New Jersey

    Google Scholar 

  • Dracup JA, Lee KS, Paulson EG (1980) On the definition of droughts. Water Resour Res 16:297–302. https://doi.org/10.1029/WR016i002p00297

    Article  Google Scholar 

  • Driouech, F., 2006. Étude des indices de changements climatiques sur le Maroc: températures et précipitations. Infomet Maroc Meteo

  • Fang W, Huang S, Huang G, Huang Q, Wang H, Wang L, Zhang Y, Li P, Ma L (2018) Copulas-based risk analysis for inter-seasonal combinations of wet and dry conditions under a changing climate. Int J Climatol. https://doi.org/10.1002/joc.5929

    Article  Google Scholar 

  • FAO, 2009. How to feed the world in 2050. Insights from an Expert Meet. FAO 2050.

  • Forootan E, Khaki M, Schumacher M, Wulfmeyer V, Mehrnegar N, van Dijk AIJM, Brocca L, Farzaneh S, Akinluyi F, Ramillien G, Shum CK, Awange J, Mostafaie A (2019) Understanding the global hydrological droughts of 2003–2016 and their relationships with teleconnections. Sci Total Environ 650:2587–2604. https://doi.org/10.1016/J.SCITOTENV.2018.09.231

    Article  Google Scholar 

  • Forzieri G, Miralles DG, Ciais P, Alkama R, Ryu Y, Duveiller G, Zhang K, Robertson E, Kautz M, Martens B, Jiang C, Arneth A, Georgievski G, Li W, Ceccherini G, Anthoni P, Lawrence P, Wiltshire A, Pongratz J, Piao S, Sitch S, Goll DS, Arora VK, Lienert S, Lombardozzi D, Kato E, Nabel JEMS, Tian H, Friedlingstein, P, Cescatti A (2020) Increased control of vegetation on global terrestrial energy fluxes. Nat Clim Chang 10.https://doi.org/10.1038/s41558-020-0717-0

  • García-Herrera R, Garrido-Perez JM, Barriopedro D, Ordóñez C, Vicente-Serrano SM, Nieto R, Gimeno L, Sorí R, Yiou P (2019) The European 2016/17 drought. J Clim 32.https://doi.org/10.1175/JCLI-D-18-0331.1

  • Gaume E (2018) Flood frequency analysis: the Bayesian choice. Wiley Interdiscip Rev Water 5:e1290. https://doi.org/10.1002/wat2.1290

    Article  Google Scholar 

  • Giorgi F, Jones C, Asrar GR (2009) Addressing climate information needs at the regional level: the CORDEX framework. Bull - World Meteorol Organ 58:175–183

    Google Scholar 

  • Guttman NB (1999) Accepting the standardized precipitation index: a calculation algorITHM 1. JAWRA J Am Water Resour Assoc 35:311–322. https://doi.org/10.1111/j.1752-1688.1999.tb03592.x

    Article  Google Scholar 

  • Jacobsen SE, Jensen CR, Liu F (2012) Improving crop production in the arid Mediterranean climate. F Crop Res. https://doi.org/10.1016/j.fcr.2011.12.001

    Article  Google Scholar 

  • Mckee TB, Doesken NJ, Kleist J (1993) The relationship of drought frequency and duration to time scales. Water 179, 17–22. citeulike-article-id:10490403

  • Meddi H, Meddi M, Assani AA (2013) Study of drought in seven Algerian plains. Arab J Sci Eng 39:339–359. https://doi.org/10.1007/s13369-013-0827-3

    Article  Google Scholar 

  • Meddi M, Hubert P (2003) Impact de la modification du régime pluviométrique sur les ressources en eau du Nord-Ouest de l’Algérie. IAHS Publ. 229–235

  • Mellak S, Souag-Gamane D (2020) Spatio-temporal analysis of maximum drought severity using Copulas in Northern Algeria. J Water Clim Chang. https://doi.org/10.2166/wcc.2020.070

    Article  Google Scholar 

  • Mesbahzadeh T, Mirakbari M, Mohseni Saravi M, Soleimani Sardoo F, Miglietta MM (2019) Meteorological drought analysis using copula theory and drought indicators under climate change scenarios (RCP). Meteorol Appl 27.https://doi.org/10.1002/met.1856

  • Moreira E, Russo A, Trigo RM (2018) Monthly prediction of drought classes using log-linear models under the influence of NAO for early-warning of drought and water management. Water (switzerland). https://doi.org/10.3390/w10010065

    Article  Google Scholar 

  • Raymond F, Drobinski P, Ullmann A, Camberlin P (2018) Extreme dry spells over the Mediterranean Basin during the wet season: assessment of HyMeX/Med-CORDEX regional climate simulations (1979–2009). Int J Climatol 38:3090–3105. https://doi.org/10.1002/joc.5487

    Article  Google Scholar 

  • Sadegh M, Ragno E, AghaKouchak A (2017) Multivariate Copula Analysis Toolbox (MvCAT): describing dependence and underlying uncertainty using a Bayesian framework. Water Resour Res 53:5166–5183. https://doi.org/10.1002/2016WR020242

    Article  Google Scholar 

  • Salvadori G, De Michele C (2015) Multivariate real-time assessment of droughts via copula-based multi-site Hazard Trajectories and Fans. J Hydrol 526:101–115. https://doi.org/10.1016/J.JHYDROL.2014.11.056

    Article  Google Scholar 

  • Schilling J, Hertig E, Tramblay Y, Scheffran J (2020) Climate change vulnerability, water resources and social implications in North Africa. Reg Environ Chang 20.https://doi.org/10.1007/s10113-020-01597-7

  • Schumacher DL, Keune J, van Heerwaarden CC, Vilà-Guerau de Arellano J, Teuling AJ, Miralles DG (2019) Amplification of mega-heatwaves through heat torrents fuelled by upwind drought. Nat Geosci 12.https://doi.org/10.1038/s41561-019-0431-6

  • Shiau JT (2006) Fitting drought duration and severity with two-dimensional copulas. Water Resour Manag 20:795–815. https://doi.org/10.1007/s11269-005-9008-9

    Article  Google Scholar 

  • Taibi S, Meddi M, Mahé G, Assani A (2017) Relationships between atmospheric circulation indices and rainfall in Northern Algeria and comparison of observed and RCM-generated rainfall. Theor Appl Climatol 127:241–257. https://doi.org/10.1007/s00704-015-1626-4

    Article  Google Scholar 

  • Taïbi S, Zeroual A, Meddi M (2021) Effect of autocorrelation on temporal trends in air-temperature in Northern Algeria and links with teleconnections patterns. Theor Appl Climatol. https://doi.org/10.1007/s00704-021-03862-z

  • Tramblay Y, Hertig E (2018) Modelling extreme dry spells in the Mediterranean region in connection with atmospheric circulation. Atmos Res. https://doi.org/10.1016/j.atmosres.2017.11.015

    Article  Google Scholar 

  • Tramblay Y, Koutroulis A, Samaniego L, Vicente-Serrano SM, Volaire F, Boone A, Le Page M, Llasat MC, Albergel C, Burak S, Cailleret M, Kalin KC, Davi H, Dupuy JL, Greve P, Grillakis M, Hanich L, Jarlan L, Martin-StPaul N, Martínez-Vilalta J, Mouillot F, Pulido-Velazquez D, Quintana-Seguí P, Renard D, Turco M, Türkeş M, Trigo R, Vidal JP, Vilagrosa A, Zribi M, Polcher J (2020) Challenges for drought assessment in the Mediterranean region under future climate scenarios. Earth-Science Rev. https://doi.org/10.1016/j.earscirev.2020.103348

    Article  Google Scholar 

  • Vicente-Serrano SM, Begueria S, Lopez-Moreno JI (2010a) A multiscalar drought index sensitive to global warming: the standardized precipitation evapotranspiration index. J Clim 23:1696–1718. https://doi.org/10.1175/2009JCLI2909.1

    Article  Google Scholar 

  • Vicente-Serrano SM, Beguería S, López-Moreno JI, Vicente-Serrano SM, Beguería S, López-Moreno JI (2010b) A multiscalar drought index sensitive to global warming: the standardized precipitation evapotranspiration index. J Clim 23:1696–1718. https://doi.org/10.1175/2009JCLI2909.1

    Article  Google Scholar 

  • Xu, Y., 2018. Hydrology and climate forecasting [R package hyfo version 1.4.0] [WWW Document]. https://cran.r-project.org/package=hyfo (accessed 3.23.20).

  • Zeroual A, Assani AA, Meddi H, Bouabdelli S, Zeroual S, Alkama R (2020) Assessment of projected precipitations and temperatures change signals over Algeria based on regional climate model: RCA4 simulations, in: Handbook of environmental chemistry. Springer Science and Business Media Deutschland GmbH. 135–159. https://doi.org/10.1007/698_2020_526

  • Zeroual A, Assani AA, Meddi M, Alkama R (2019) Assessment of climate change in Algeria from 1951 to 2098 using the Köppen-Geiger climate classification scheme. Clim Dyn 52(1–2):227–243. https://doi.org/10.1007/s00382-018-4128-0

    Article  Google Scholar 

  • Zhang D, Chen P, Zhang Q, Li X (2017a) Copula-based probability of concurrent hydrological drought in the Poyang lake-catchment-river system (China) from 1960 to 2013. J Hydrol 553:773–784. https://doi.org/10.1016/J.JHYDROL.2017.08.046

    Article  Google Scholar 

  • Zhang X, Obringer R, Wei C, Chen N, Niyogi D (2017) Droughts in India from 1981 to 2013 and implications to wheat production. Sci Rep 7.https://doi.org/10.1038/srep44552

  • Zhao L, Liu C, Sobkowiak L, Wu X, Liu J (2019) A review of underlying surface parameterization methods in hydrologic models. J Geogr Sci 29:1039–1060. https://doi.org/10.1007/s11442-019-1643-9

    Article  Google Scholar 

  • Zkhiri W, Tramblay Y, Hanich L, Jarlan L, Ruelland D (2019) Spatiotemporal characterization of current and future droughts in the High Atlas basins (Morocco). Theor Appl Climatol 135:593–605. https://doi.org/10.1007/s00704-018-2388-6

    Article  Google Scholar 

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Acknowledgements

The authors wish to thank the National Agency of Water Resources (ANRH) of Algeria for providing the data on which the reported analyses are based. We acknowledge the World Climate Research Program’s Working Group on Regional Climate the CORDEX-Africa (Coordinated Regional climate Downscaling Experiment), initiative of the CMIP5 project for the World Climate Research Program. We also thank the Rossby Center for producing and making available their regional atmospheric model, RCA4 output. Lastly, we thank the reviewers for their constructive comments.

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B.S, Z.A, and M.M made the conceptualization and design of the work; B.S and Z.A performed the data collection and material preparation and selected the methodology. B.S done the data analysis, wrote the codes and the original draft, and have made the review and editing of the paper. Z.A supervised the work and participated in the writing and editing. A.A and M.M reviewed and edited the paper. A.A revised the language. All authors read and approved the final manuscript.

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Correspondence to Senna Bouabdelli.

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Bouabdelli, S., Zeroual, A., Meddi, M. et al. Impact of temperature on agricultural drought occurrence under the effects of climate change. Theor Appl Climatol 148, 191–209 (2022). https://doi.org/10.1007/s00704-022-03935-7

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