Abstract
Climate change has caused a shift in aridity, particularly in the world’s dry regions, affecting several sectors, predominantly the agricultural and water resources. This research examined the climate change effects on crop water demand (CWD) in Syria during 1951–2010. Given the lack of observed data, this analysis relied on Global Precipitation Climatology Center (GPCC) precipitation and Climatic Research Unit (CRU) temperature. Potential evapotranspiration (PET) at each grid was estimated using the Penman–Monteith model and the CWD using the FAO-56 method. The analysis revealed that CWD in Syria increased during 1981 − 2010 compared to that during 1951 − 1980. The increase in CWD was found for grapes, tobacco, barley, and cotton, whereas the maximum changes were during April and May. The most remarkable changes in CWD were for barley, between − 20 and 40 mm. It showed a decreased CWD in the south and a rise in the north (0 − 40 mm). The CWD for wheat showed a decline in most parts of the country, except in the north. The increase in CWD for barley and wheat caused an increase in agricultural water stress in the region. Agriculture planning needs to be developed according to the expected future climate changes to maintain the agricultural production in the region.
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Data availability
The datasets presented in the article are available from the corresponding author on reasonable request.
Code availability
The codes used in the current study are available from the corresponding author on reasonable request.
References
Acreman M, Blake J, Booker D, Harding R, Reynard N, Mountford J, Stratford C (2009) A simple framework for evaluating regional wetland ecohydrological response to climate change with case studies from Great Britain. Ecohydrology: ecosystems. Land and Water Process Interactions, Ecohydrogeomorphology 2:1–17
Ahmed K, Shahid S, Ali RO, Bin Harun S, Wang XJ (2017) Evaluation of the performance of gridded precipitation products over Balochistan Province, Pakistan. Desalin Water Treat 79:73–86
Ahmed K, Shahid S, Wang X, Nawaz N, Khan N (2019b) Evaluation of gridded precipitation datasets over arid regions of Pakistan. Water 11(2):210
Ahmed K, Iqbal Z, Khan N, Rasheed B, Nawaz N, Malik I, Noor M (2019a) Quantitative assessment of precipitation changes under CMIP5 RCP scenarios over the northern sub-Himalayan region of Pakistan. Environment, Development and Sustainability, 1–15
Al-Furaiji M, Karim UF, Augustijn DC, Waisi B, Hulscher SJ (2016) Evaluation of water demand and supply in the south of Iraq. J Water Reuse Desalination 6:214–226
Allen RG, Pereira LS, Raes D, Smith M (1998) Crop evapotranspiration-guidelines for computing crop water requirements-FAO irrigation and drainage paper 56. Fao, Rome 300:D05109
AsadiZarch MA, Sivakumar B, Malekinezhad H, Sharma A (2017) Future aridity under conditions of global climate change. J Hydrol 554:451–469
Azad N, Behmanesh J, Rezaverdinejad V, TayfehRezaie H (2018) Climate change impacts modeling on winter wheat yield under full and deficit irrigation in Myandoab-Iran. Arch Agron Soil Sci 64:731–746
Bates B, Kundzewicz Z, Wu S, Palutikof J (2008) Climate change and water, technical paper VI of the Intergovernmental Panel on Climate Change. Intergovernmental Panel on Climate Change Secretariat, Geneva
Becker A, Finger P, Meyer-Christoffer A, Rudolf B, Schamm K, Schneider U et al (2013) A description of the global land-surface precipitation data products of the Global Precipitation Climatology Centre with sample applications including centennial (trend) analysis from 1901-present. Earth Syst Sci Data 5(1):71. https://doi.org/10.5194/essd-5-71-2013
Berg A, Sheffield J, Milly PC (2017) Divergent surface and total soil moisture projections under global warming. Geophys Res Lett 44:236–244
Bojanowski JS, Vrieling A, Skidmore AK (2013) Calibration of solar radiation models for Europe using Meteosat Second Generation and weather station data. Agric for Meteorol 176:1–9
Boretti A, Rosa L (2019) Reassessing the projections of the world water development report. npj Clean Water 2;15
Brouziyne Y, Abouabdillah A, Hirich A, Bouabid R, Zaaboul R, Benaabidate L (2018) Modeling sustainable adaptation strategies toward a climate-smart agriculture in a Mediterranean watershed under projected climate change scenarios. Agric Syst 162:154–163
Buytaert W, De Bièvre B (2012) Water for cities: the impact of climate change and demographic growth in the tropical Andes. Water Resour Res, 48.
El Kenawy AM, Mccabe MF (2016) A multi-decadal assessment of the performance of gauge-and model-based rainfall products over Saudi Arabia: climatology, anomalies and trends. Int J Climatol 36:656–674
FAO (2017) Syria crop calendar. Food and Agriculture Organization, May 2017. https://reliefweb.int/report/syrian-arab-republic/syria-crop-calendar
Hamed KH (2008) Trend detection in hydrologic data: the Mann-Kendall trend test under the scaling hypothesis. J Hydrol 349:350–363
Harris I, Jones PD, Osborn TJ, Lister DH (2014) Updated high-resolution grids of monthly climatic observations–the CRU TS3. 10 dataset. Int J Climatol 34:623–642
Homsi R, Shiru MS, Shahid S, Ismail T, Harun SB, Al-Ansari N, Chau K-W, Yaseen ZM (2020) Precipitation projection using a CMIP5 GCM ensemble model: a regional investigation of Syria. Eng Appl Comput Fluid Mech 14:90–106
Houmsi MR, Shiru MS, Nashwan MS, Ahmed K, Ziarh GF, Shahid S, Chung E-S, Kim S (2019) Spatial shift of aridity and its impact on land use of Syria. Sustainability 11:7047
Iqbal Z, Shahid S, Ahmed K, Ismail T, Nawaz N (2019) Spatial distribution of the trends in precipitation and precipitation extremes in the sub-Himalayan region of Pakistan. Theor Appl Climatol 137:2755–2769. https://doi.org/10.1007/s00704-019-02773-4
Iqbal Z, Shahid S, Ahmed K, Ismail T, Khan N, Virk ZT, Johar W (2020) Evaluation of global climate models for precipitation projection in sub-Himalaya region of Pakistan. Atmos Res, 105061
Iqbal Z, Shahid S, Ahmed K, Ismail T, Ziarh GF, Chung E-S, Wang X. (2021) Evaluation of CMIP6 GCM rainfall in mainland Southeast Asia. Atmos Res, 254, 105525
Kar G, Verma H (2005) Climatic water balance, probable rainfall, rice crop water requirements and cold periods in AER 12.0 in India. Agric Water Manag 72:15–32
Khan N, Shahid S, Ahmed K, Ismail T, Nawaz N, Son M (2018a) Performance assessment of general circulation model in simulating daily precipitation and temperature using multiple gridded datasets. Water 10:1793
Khan N, Shahid S, Ismail T, Ahmed K, Nawaz N (2018b) Trends in heat wave related indices in Pakistan. Stoch Environ Res Risk Assess 33:287–302. https://doi.org/10.1007/s00477-018-1605-2
Lelieveld J, Hadjinicolaou P, Kostopoulou E, Chenoweth J, El Maayar M, Giannakopoulos C, Hannides C, Lange MA, Tanarhte M, Tyrlis E, Xoplaki E (2012) Climate change and impacts in the Eastern Mediterranean and the Middle East. Clim Change 114:667–687
Liu J, Raven PH (2010) China’s environmental challenges and implications for the world. Crit Rev Environ Sci Technol 40:823–851
Liu W, Fu G, Liu C, Charles SP (2013a) A comparison of three multi-site statistical downscaling models for daily rainfall in the North China Plain. Theoret Appl Climatol 111:585–600
Liu Z-F, Yao Z-J, Yu C-Q, Zhong Z-M (2013b) Assessing crop water demand and deficit for the growth of spring highland barley in Tibet, China. J Integr Agric 12:541–551
Liu L, Luo D, Wang L, Huang Y, Chen F (2020) Variability of soil freeze depth in association with climate change from 1901 to 2016 in the upper Brahmaputra River Basin, Tibetan Plateau. Theoret Appl Climatol 142:19–28
Mayowa OO, Pour SH, Shahid S, Mohsenipour M, Harun SB, Heryansyah A, Ismail T (2015) Trends in rainfall and rainfall-related extremes in the east coast of peninsular Malaysia. J Earth Syst Sci 124:1609–1622
Mehrotra D, Mehrotra R (1995) Climate change and hydrology with emphasis on the Indian subcontinent. Hydrol Sci J 40:231–242
Mohsenipour M, Shahid S, Chung ES, Wang XJ (2018) Changing pattern of droughts during cropping seasons of Bangladesh. Water Resour Manage 32(5):1555–1568
Muhammad MKI, Nashwan MS, Shahid S, Ismail TB, Song YH, Chung E-S (2019) Evaluation of empirical reference evapotranspiration models using compromise programming: a case study of Peninsular Malaysia. Sustainability 11:4267
Nam W-H, Hayes MJ, Svoboda MD, Tadesse T, Wilhite DA (2015) Drought hazard assessment in the context of climate change for South Korea. Agric Water Manag 160:106–117
Nashwan M, Shahid S, Dewan A, Ismail T, Alias N (2019) Performance of five high resolution satellite-based precipitation products in arid region of Egypt: an evaluation. Atmospheric Research, 236, 104809
Nautiyal S, Bhaskar K, Khan YI (2015) Biodiversity of semiarid landscape. Springer
Noor M, Ismail T, Shahid S, Nashwan MS, Ullah S (2019) Development of multi-model ensemble for projection of extreme rainfall events in Peninsular Malaysia. Hydrol Res 50:1772–1788
Pour SH, AbdWahab AK, Shahid S, Wang X (2019) Spatial pattern of the unidirectional trends in thermal bioclimatic indicators in Iran. Sustainability 11:2287
Pour SH, Abd Wahab AK, Shahid S (2020) Spatiotemporal changes in aridity and the shift of drylands in Iran. Atmospheric Research, 233, 104704
Pu B, Ginoux P (2016) The impact of the Pacific decadal oscillation on springtime dust activity in Syria. Atmos Chem Phys 16:13431–13448
Qutbudin I, Shiru MS, Sharafati A, Ahmed K, Al-Ansari N, Yaseen ZM, ..., Wang X (2019) Seasonal drought pattern changes due to climate variability: case study in Afghanistan. Water, 11(5), 1096
Rahman MA, Almazroui M, Islam MN, O’brien E, Yousef AE (2018) The role of land surface fluxes in Saudi-KAU AGCM: temperature climatology over the Arabian Peninsula for the period 1981–2010. Atmos Res 200:139–152
Sahour H, Vazifedan M, Alshehri F (2020) Aridity trends in the Middle East and adjacent areas. Theoret Appl Climatol 142:1039–1054
Salman SA, Shahid S, Ismail T, Ahmed K, Wang X-J (2018) Selection of climate models for projection of spatiotemporal changes in temperature of Iraq with uncertainties. Atmos Res 213:509–522
Samadi S, Carbone G, Mahdavi M, Sharifi F, Bihamta M (2012) Statistical downscaling of climate data to estimate streamflow in a semiarid catchment. Hydrology & Earth System Sciences Discussions, 9
Sarmadi F, Shokoohi A (2015) Regionalizing precipitation in Iran using GPCC gridded data via multivariate analysis and L-moment methods. Theoret Appl Climatol 122:121–128
Scherer M, Diffenbaugh NS (2014) Transient twenty-first century changes in daily-scale temperature extremes in the United States. Clim Dyn 42:1383–1404
Sen PK (1968) Estimates of the regression coefficient based on Kendall’s tau. J Am Stat Assoc 63:1379–1389
Shahid S, Pour SH, Wang X, Shourav SA, Minhans A, bin Ismail T (2017) Impacts and adaptation to climate change in Malaysian real estate. International Journal of Climate Change Strategies and Management
Sheffield J, Goteti G, Wood EF (2006) Development of a 50-year high-resolution global dataset of meteorological forcings for land surface modeling. J Clim 19:3088–3111
Shiru MS, Park I (2020) Comparison of ensembles projections of rainfall from four bias correction methods over Nigeria. Water 12:3044
Shiru MS, Shahid S, Chung ES, Alias N (2019) Changing characteristics of meteorological droughts in Nigeria during 1901–2010. Atmos Res 223:60–73
Sun S, Li C, Wu P, Zhao X, Wang Y (2018) Evaluation of agricultural water demand under future climate change scenarios in the Loess Plateau of Northern Shaanxi, China. Ecol Ind 84:811–819
Swain DL, Horton DE, Singh D, Diffenbaugh NS (2016) Trends in atmospheric patterns conducive to seasonal precipitation and temperature extremes in California. Science Advances 2, e1501344
Thornthwaite CW (1948) An approach toward a rational classification of climate. Geogr Rev 38:55–94
Tsakiris G, Vangelis H (2005) Establishing a drought index incorporating evapotranspiration. European Water 9:3–11
United States Agricultural Research Service & United States Department Of Agriculture (1983) U.S. Department of Agriculture, National Arboretum, Washington, D.C. [Washington: U.S. Dept. of Agriculture] [Map] Retrieved from the Library of Congress, https://www.loc.gov/item/84695570/
Van Ittersum M, Howden S, Asseng S (2003) Sensitivity of productivity and deep drainage of wheat cropping systems in a Mediterranean environment to changes in CO2, temperature and precipitation. Agr Ecosyst Environ 97:255–273
Wang L, Chen W (2014) A CMIP5 multimodel projection of future temperature, precipitation, and climatological drought in China. Int J Climatol 34:2059–2078
Wang L, Ranasinghe R, Maskey S, Van Gelder PM, Vrijling J (2016a) Comparison of empirical statistical methods for downscaling daily climate projections from CMIP5 GCMs: a case study of the Huai River Basin, China. Int J Climatol 36:145–164
Wang X-J, Zhang J-Y, Shahid S, Guan E-H, Wu Y-X, Gao J, He R-M (2016b) Adaptation to climate change impacts on water demand. Mitig Adapt Strat Glob Change 21:81–99
Wheeler T, Daymond A, Morison J, Ellis R, Hadley P (2004) Acclimation of photosynthesis to elevated CO2 in onion (Allium cepa) grown at a range of temperatures. Annals of Applied Biology 144:103–111
Woolson R (2007) Wilcoxon signed-rank test. Wiley encyclopedia of clinical trials, 1–3
Wu Z, Chen X, Lu G, Xiao H, He H, Zhang J (2017) Regional response of runoff in CMIP5 multi-model climate projections of Jiangsu Province, China. Stoch Env Res Risk Assess 31:2627–2643
Zhang Q, Li J, Singh VP, Bai Y (2012) SPI-based evaluation of drought events in Xinjiang, China. Nat Hazards 64:481–492
Zhang G, Su X, Ayantobo OO, Feng K (2021) Drought monitoring and evaluation using ESA CCI and GLDAS-Noah soil moisture datasets across China. Theoret Appl Climatol 144:1407–1418
Acknowledgements
The authors are grateful to Global Precipitation Climatology Center, The University of East Anglia Climatic Research Unit, Princeton University Global Meteorological Forcing Research Group for providing the climate dataset employed in this study.
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Conceptualization: Rajab Homsi; methodology: Shamsuddin Shahid; formal analysis and investigation: Shamsuddin Shahid; writing the first draft: Zafar Iqbal; editing: Atif Muhammad Al and Ghaith Falah Ziarh.
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Homsi, R., Shahid, S., Iqbal, Z. et al. Historical trends in crop water demand over semiarid region of Syria. Theor Appl Climatol 146, 555–566 (2021). https://doi.org/10.1007/s00704-021-03751-5
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DOI: https://doi.org/10.1007/s00704-021-03751-5