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Assessment of the occurrence of climate change and its effects on planting date and growth duration of rainfed wheat in the western and northwestern regions of Iran

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Abstract

In this study, the effect of climate change on planting date and growth duration of rainfed wheat in the west and northwest parts of Iran has been investigated. The occurrence of climate change in the region was first evaluated for the base period (1992–2018) using two nonparametric tests of Mann–Kendall and Sen's slope estimator. Then, the climatic parameters of maximum temperature, minimum temperature and precipitation were simulated under RCP4.5 scenario for the period 2019–2039 based on downscaled output data of the Community Climate System Model (CCSM4) using LARS WG software. The growth period was obtained using a linear multiple regression model, which was selected based on R-square and accounted for 87% of its total variation. The results predicted that the average annual temperature will increase by 2 °C, while the average annual precipitation will increase by 30% by the end of 2039. Planting dates were determined based on two indices combining temperature and precipitation for the base and future periods. The results showed that climate change effects at the 2039 horizon will shorten by 18 days the wheat growth period and the appropriate planting time for rainfed wheat will be reduced by 2–19 days.

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References

  • Abbasi F, Malbousi SH, Babaian I, Asmari M, Borhani R (2010) Climate change prediction of south Khorasan province during 2010–2039 by using statistical downscaling of ECHO-G data. J Water Soil 24:218–233 ((in Persian))

    Google Scholar 

  • Abbaspour KC, Faramarzi M, Ghasemi S- S, Yang-H, (2009) Assessing the impact of climate change on water resources in Iran. Water Resour Res 45:W10434

    Article  Google Scholar 

  • Asakreh H (2007) Climate change. Zanjan University Press, Zanjan

    Google Scholar 

  • Babaeian E, Nagafineik Z, Zabolabasi F, Habeibei M, Adab H, Malbisei S (2009) Climate change assessment over Iran during 2010–2039 by using statistical downscaling of ECHO-G Model. Geog Dev Iranian J 7(16):135–152 (in Persian)

  • Bao Y, Hoogenboom G, McClendon R, Urich P (2015) Soybean production in 2025 and 2050 in the southeastern USA based on the SimCLIM and the CSM-CROPGRO-Soybean models. Clim Res 63:73–89

    Article  Google Scholar 

  • Brakenridge GR (2018) Global active archive of large flood events, Dartmouth Flood Observatory, University of Colorado. https://floodobservatory.colorado.edu/Archives/index.html

  • Carter TR (2007) General guidelines on the use of scenario data for climate impact and adaptation assessment. Version 2. PP.66. Intergovernmental Panel on Climate Change, Task Group on Data and Scenario Support for Impact and Climate Assessment. IPCCTGCIA

  • Challinor A-J, Wheeler T-R, Slingo J-M (2005) Simulation of the impact of high temperature stress on the yield of an annual crop. Agric For Meteorol 135:180–189

    Article  Google Scholar 

  • Cho K, Falloon P, Gornall J, Betts R, Clark R (2012) Winter wheat yields in the UK: uncertainties in climate and management impacts. Clim Res 54:49–68

    Article  Google Scholar 

  • Farroq M, Bramley H, Palta J-A, Siddique K-H-M (2011) Heat stress in wheat during reproductive and grain filling phases. J Crit Rev Plant 30:491–507

    Article  Google Scholar 

  • Ghahramani A, Kokic P-N, Moore A-D, Zheng B, Chapman S-C, Howden M-S, Crimp S-J (2015) The value of adapting to climate change in Australian wheat farm systems: farm to cross-regional scale. Agric Ecosyst Environ 211:112–125

    Article  Google Scholar 

  • Giorgi F, Mearns L-O (1999) Introduction to special section. Regional climate modeling revisited. J Geophys Res 104:6335–6352

    Article  Google Scholar 

  • Gonzlez F- G, Slafer G- A, Miralles D- J, (2005) Pre-anthesis development and number of fertile florets in wheat as affected by photoperiod sensitivity genes Ppd-D1 and Ppd-B1. Euphytica 146:253–269

    Article  Google Scholar 

  • Han D, Yan D, Xinyi XU, Gao Y (2017) Effects of climate change on spring wheat phenophase and water requirement in Heihe River basin China. J Earth Syst Sci 126:16

    Article  Google Scholar 

  • Haverkort A-J, Verhan A (2008) Climate change and its repercussions for the potato supply chain. J Potato Res 51:223–237

    Article  Google Scholar 

  • IPCC (2007) Climate Change 2007. Cambridge University Press, New York

    Google Scholar 

  • IPCC (2007b) Summary for policymakers. In: Solomon S, Qin D, Manning M, Chen Z, Marquis M, Averyt K-B, Tignor M, Miller H (eds) Climate change: the physical science basin, contribution of Working Group I to the Fourth Assessment Report of the Intergovernmental, Core Writing Team, Pachauri, R- K. and Reisinger A (Eds), Geneva, Switzerland

  • Kassie B-T, Asseng R-P, Rotter H, Hengsdijk A-C, Van Ittersum MK (2015) Exploring climate change impacts and adaptation options for maize production in the Central Rift Valley of Ethiopia using different climate change scenarios and crop models. Clim Change 129:145–158

    Article  Google Scholar 

  • Koochaki A, Nassiri Mahalati M (2008) Impacts of climate change and CO2 concentration on wheat yield in Iran and adaptation strategies. Iran J Field Crop Res 6(1):139–154 (in Persian)

  • Koocheki A, Kamali G (2010) Climate change and rainfed wheat production in Iran. Iran J Field Crops Res 8(3):508–520 ((in Persian))

    Google Scholar 

  • Lashkari A, Alizadeh A, Bannayan Awal M (2011) Investigation of mitigation of climate change impacts on maize production in northeast of Iran. Water Soil 25(4):898–907 ((in Persian))

    Google Scholar 

  • Lhomme J-P, Mougou R, Mansour M (2009) Potential impact of climate change on durum wheat cropping in Tunisia. Clim Change 96(4):549–564

    Article  Google Scholar 

  • Liu Y, Chen Q, Ge Q, Dai J, Dou Y (2018) Effects of climate change and agronomic practice on changes in wheat phenology. J Clim Change 150:273–287

    Article  CAS  Google Scholar 

  • Lopez-Moreno JI, Vicente-Serrano SM, Angulo-Martínez M, Beguerías S, Kenawy A (2009) Trends in daily precipitation on the northeastern Iberian Peninsula, 1955–2006. Int J Climatol 30:1026–1041

    Article  Google Scholar 

  • Luo Q, Williams M-A-J, Bellotti W, Bryan B (2003) Quantitative and visual assessments of climate change impacts on South Australian wheat production. Agric Syst 77:173–186

    Article  Google Scholar 

  • Luo Q, Bellotti W, Williams M, Wang E (2009) Adaptation to climate change of wheat growing in South Australia: analysis of management and breeding strategies. Agric Ecosyst Environ 129:261–267

    Article  Google Scholar 

  • MacIver D (2004) General circulation models and environmental science. Environ Monit Assess 65:93–100

    Google Scholar 

  • Mohammadi E, Yazdanpnah H, Mohammadi F (2014) Event of climate change, its impact on durum wheat planting and during the growing season. Case study: station of Sararood, Kermanshah. Phys Geogr Res 46(2):231–246 ((in Persian))

    Google Scholar 

  • Mohammadlou M, Haghizadeh A, Zeinivand H, Tahmasebipour N (2016) Evaluation of climate change on temperature and precipitation trends in Barandozchay watershed, in the West Azerbaijan, using General Circulation Models (GCM). J Geogr space 16:151–168 ((in Persian))

    Google Scholar 

  • Moradi R, Koocheki A, Nassiri Mahallati M (2014) Effect of climate change on maize production and shifting of planting date as adaptation strategy in Mashhad. J Agric Sci Sustain Prod 23(4):111–130 ((in Persian))

    Google Scholar 

  • Nassiri M, Koochaki A (2007) Adapting dryland wheat production systems of Iran to climate change. In: Farming system design 2007: an international symposium on methodologies for intergrated analysis of farm production system, Italy-Catania. Sicily, pp 52–54

  • Panahi H, Esmaeel Darjani N (2020) Effects of global warming and climate changes on economic growth (case study: Iran provinces during 2002–2012). J Environ Sci Technol 22(1):79–88 ((in Persian))

    Google Scholar 

  • Philips D-L, Lee J-J, Dodson R-F (1996) Sensitivity of the US corn belt to climate change and elevated CO2: I. Corn and soybean yields. Agric Syst 52:481–502

    Article  Google Scholar 

  • Randall DA, Wood RA, Bony S, Colman R, Fichefet T, Fyfe J, Kattsov V, Pitman A, Shukla J, Srinivasan J, Stouffer RJ, Sumi A, Taylor KE (2007) Cilmate models and their evaluation. In: Climate change 2007: the physical science basis. contribution of Working Group I to the Fourth Assessment Report of the Intergovernmental Panel on Climate Change [Solomon, S., D. Qin, M. Manning, Z. Chen, M. Marquis, K.B. Averyt, M.Tignor and H.L. Miller (eds.)]. Cambridge University Press, Cambridge

  • Rinaldy M, Losavio N, Flagella Z (2003) Evaluation of OILCROP-SUN model for sunflower in southern Italy. Agric Syst 78:17–30

    Article  Google Scholar 

  • Slafer G-A, Whitechurch E-M (2001). In: Reynolds M-P, Ortiz-Monasterio J-I, McNab A (Eds) Manipulating wheat development to improve adaptation: application of physiology. CIMMYT, Mexico, D, pp 160–170 (wheat breeding)

  • Soleimani Nenadgani M, Parsinejad M, Iraqinejad S, Massah Bovani A (2012) Occurrence of climate change and its effect on sowing date, length of growing cycle and evapotranspiration of winter wheat (case study: Behshahr). J Iran Water Res 10:11–20 ((In Persian))

    Google Scholar 

  • Soleymani Nanadegan M, Parsinejad M, Araghinejad S, Massah Bavani A (2012) Study on climate change effect on net irrigation requirement. Water Soil 25(2):389–396. https://doi.org/10.22067/jsw.v0i0.9485 ((In Persian))

    Article  Google Scholar 

  • Southworth J, Pfeifer R, Habeck M, Randolph J, Doering O, Rao D-G (2002) Sensitivity of winter wheat yields in the Midwestern United States to future changes in climate, climate variability, and CO2 fertilization. Clim Res 22:73–86

    Article  Google Scholar 

  • Srivastava A-K, Gaiser T, Ewert F (2015) Climate change impact and potential adaptation strategies under alternate climate scenarios for yam production in the sub-humid savannah zone of West Africa. Mitig Adapt Strateg Glob Change 21:1–14

    Google Scholar 

  • Turral H, Burke J-J, Faures J-M (2011) Climate change, water and food security. Food and Agriculture Organization of the United Nations, Rome

    Google Scholar 

  • Vaghefi S-A, Keykhai M, Jahanbakhshi F et al (2019) The future of extreme climate in Iran. Sci Rep 9:1464. https://doi.org/10.1038/s41598-018-38071-8

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  • Van Ittersum M-K, Howden SM, Asseng S (2003) Sensitivity of productivity and deep drainage of wheat cropping systems in a Mediterranean environment to changes in CO2, temperature and precipitation. Agric Ecosyst Environ 97:255–273

  • Wilby RL, Charles SP, Zorita E, Timbal B, Whetton P, Mearns LO (2004) Guidelines for use of climate scenarios developed from statistical downscaling methods, available from the DDC of IPCC TGCIA

  • Xiao G, Zhang Q, Yao Y, Zhao H, Wang R, Bai H, Zhang F (2008) Impact of recent climatic change on the yield of winter wheat at low and high altitudes in semi-arid northwestern China. Agric Ecosyst Environ 127:37–42

    Article  Google Scholar 

  • Yan L, Zheng M (2015) Influence of climate change on saline lakes of the Tibet Plateau. Geomorphology 246:67–78

    Article  Google Scholar 

Download references

Acknowledgements

The authors thank all researchers who collaborated in carrying out the experiments; and the weather stations in the area of study for providing the climatic data. Special thanks to Dr. Ahmed Amri (ICARDA) for critical reading of the manuscript. The authors also thank the reviewers and Editor of Paddy and Water Environment for comments and suggestions to the manuscript.

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Correspondence to Saeed Movahedi or Reza Mohammadi.

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Mohammadi, E., Movahedi, S., Mohammadi, R. et al. Assessment of the occurrence of climate change and its effects on planting date and growth duration of rainfed wheat in the western and northwestern regions of Iran. Paddy Water Environ 20, 241–253 (2022). https://doi.org/10.1007/s10333-021-00887-y

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