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Spatial–temporal changes in risk of climate-related yield reduction of winter wheat during 1973–2014 in Anhui province, southeast China

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Abstract

Winter wheat is one of the main food crops in Anhui province, southeast China. To ensure the regional food security under the background of climate change, the risk of climate-related yield reduction (CRYR) of winter wheat in Anhui was analyzed by using the theory of climate-related yield and two mode of principal component analysis (PCA). Based on the yield data of winter wheat from 1973 to 2014 in 74 districts/counties, the main findings are as follows: (1) with using R-mode PCA and several yield reduction indicators, the north Anhui, especially the area along Huaihe River, was identified as the higher risk areas for CRYR; (2) at the scale of whole province, the risk of CRYR presented a significant interdecadal change, and there was a decline of risk occurred since 2000; (3) with using S-mode PCA and the annual CRYR series, the risk of CRYR in north Anhui during 1973–2014 was decreasing, while those in south Anhui was increasing; (4) during the non-growing period of winter wheat, the large-scale oceanic-atmospheric circulation indices (LOACI) as Tropical Southern Atlantic Index (TSA), Eastern Tropical Pacific SST (Nino 3*), Southern oscillation index (SOI), and Pacific decadal oscillation (PDO) had been proved to be the important antecedent signal for CRYR anomalies.

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Data availability

Purchased from the Anhui Provincial Bureau of Statistics, National Bureau of Statistics of China, and NOAA Physical Sciences Laboratory.

Code availability

No code was developed in the current study.

References

  • Ahmadi M, Kashki A, Dadashi Roudbari A (2018) Spatial modeling of seasonal precipitation–elevation in Iran based on aphrodite database. Model Earth Syst Environ 4:619–633

    Article  Google Scholar 

  • Arab Amiri M, Mesgari MS (2016) Spatial variability analysis of precipitation in northwest Iran. Arab J Geosci 9:578

    Article  Google Scholar 

  • Arab AM, Conoscenti C (2017) Landslide susceptibility mapping using precipitation data, Mazandaran Province, north of Iran. Nat Hazards 89:255–273

    Article  Google Scholar 

  • Arab Amiri M, Mesgari MS (2019) Spatial variability analysis of precipitation and its concentration in Chaharmahal and Bakhtiari province. Iran Theor Appl Climatol 137:2905–2914

    Article  Google Scholar 

  • Araya A, Prasad PVV, Gowda PH et al (2020) Potential impacts of climate change factors and agronomic adaptation strategies on wheat yields in central highlands of Ethiopia. Clim Change 159:461–479

    Article  Google Scholar 

  • Capra A, Scicolone B (2012) Spatiotemporal variability of drought on a short–medium time scale in the Calabria Region (Southern Italy). Theor Appl Climatol 110(3):471–488

    Article  Google Scholar 

  • Chen Y, Huang J, Song X et al (2018) Spatiotemporal characteristics of winter wheat waterlogging in the middle and lower reaches of the Yangtze River China. Advances in Meteorology. https://doi.org/10.1155/2018/3542103

    Article  Google Scholar 

  • Chen X, Zhang L, Zou L, Shan L, She D (2019) Spatio-temporal variability of dryness/wetness in the middle and lower reaches of the Yangtze River Basin and correlation with large-scale climatic factors. Meteorol Atmos Phys 131(3):487–503

    Article  Google Scholar 

  • Chen J, Tian H, Huang J et al (2020) Climate-driven yield variability for winter wheat in Henan Province North China and its relation to large-scale atmospheric circulation indices. Int J Plant Prod. https://doi.org/10.1007/s42106-020-00119-z

    Article  Google Scholar 

  • Cheniti H, Cheniti M, Brahamia K (2020) Use of GIS and Moran’s I to support residential solid waste recycling in the city of Annaba Algeria. Environ Sci Pollut Res. https://doi.org/10.1007/s11356-020-10911-z

    Article  Google Scholar 

  • Du M, Zhang J, Yang Q et al (2021) Spatial and temporal variation of rainfall extremes for the North Anhui Province Plain of China over 1976–2018. Nat Hazards 105:2777–2797

    Article  Google Scholar 

  • Fang S (2011) Exploration of method for discrimination between trend crop yield and climatic fluctuant yield. Nat Disasters 6:13–18 ((in Chinese with English abstract))

    Google Scholar 

  • Feng Y, Yao S, Guo Y (2012) Unit area crop yield response to effective irrigation in China based on a panel data model. Resources Science 34(9):1734–1740 ((in Chinese with English abstract))

    Google Scholar 

  • FallahGhalhari GA, DadashiRoudbar AA, Asadi M (2016) Identifying the spatial and temporal distribution characteristics of precipitation in Iran. Arab J Geosci 9:595

    Article  Google Scholar 

  • Ghose B, Islam ARMT, Islam HMT et al (2021) Rain-fed rice yield fluctuation to climatic anomalies in Bangladesh. Int J Plant Prod. https://doi.org/10.1007/s42106-021-00131-x

    Article  Google Scholar 

  • Ghose B, Islam ARMT, Kamruzzaman M et al (2021) Climate-induced rice yield anomalies linked to large-scale atmospheric circulation in Bangladesh using multi-statistical modeling. Theor Appl Climatol. https://doi.org/10.1007/s00704-021-03584-2

    Article  Google Scholar 

  • Guo JM, Xie XY, Wu Y et al (2017) Risk assessment of single-season rice yield loss in Anhui Province. Chin J Agrometeorol 38(08):488–495 ((in Chinese with English abstract))

    Google Scholar 

  • Huang J, Zhou L, Zhang F et al (2021) Responses of yield variability of summer maize in Henan province, north China, to large-scale atmospheric circulation anomalies. Theor Appl Climatol 143:1655–1665

    Article  Google Scholar 

  • Liu R, Yang T, Chen J et al (2012) Study on the distribution characteristics of spring continuous precipitation and assessment of rape yield losses in Anhui Province. Chin Agric Sci Bull 28(34):252–256 ((in Chinese with English abstract))

    Google Scholar 

  • Li C, Wang R, Ning H et al (2018) Characteristics of meteorological drought pattern and risk analysis for maize production in Xinjiang, Northwest China. Theor Appl Climatol 133:1269–1278

    Article  Google Scholar 

  • Li K, Yang X, Tian H et al (2016) Effects of changing climate and cultivar on the phenology and yield of winter wheat in the North China Plain. Int J Biometeorol 60:21–32

    Article  Google Scholar 

  • Li Y, Xie Z, Qin Y et al (2018) Spatio-temporal variations in precipitation on the Huang-Huai-Hai Plain from 1963 to 2012. J Earth Syst Sci 127:101

    Article  Google Scholar 

  • Sankaran A, Chavan SR, Ali M et al (2021) Spatiotemporal variability of multifractal properties of fineresolution daily gridded rainfall fields over India. Nat Hazards 106:1951–1979

    Article  Google Scholar 

  • Shang K, He JH, Zhu ZW et al (2013) Comparison between correlations of heat content and sea surface temperature over Western Pacific Warm Pool with spring persistent rains. Scientia Geographica Sinica 33(08):986–992 ((in Chinese with English abstract))

    Google Scholar 

  • Sun Z, Zhang J, Zhang Q et al (2014) Integrated risk zoning of drought and waterlogging disasters based on fuzzy comprehensive evaluation in Anhui Province, China. Nat Hazards 71:1639–1657

    Article  Google Scholar 

  • Shi W, Tao F (2014) Spatio-temporal distributions of climate disasters and the response of wheat yields in China from 1983 to 2008. Nat Hazards 74(2):569–583

    Article  Google Scholar 

  • Song Y, Linderholm HW, Wang C et al (2019) The influence of excess precipitation on winter wheat under climate change in China from 1961 to 2017. Sci Total Environ 690:189–196

    Article  Google Scholar 

  • Sun P, Zhang Q, Cheng C et al (2017) ENSO-induced drought hazards and wet spells and related agricultural losses across Anhui province. China Nat Hazards 89(2):963–983

    Article  Google Scholar 

  • Wang Z, Meng C, Chen J et al (2019) Risk assessment of crop production amid climate change based on the principle of maximum entropy: a case study of winter wheat production on the North China Plain. Int J Plant Prod 13:275–284

    Article  Google Scholar 

  • Wang R, Zhao C, Zhang J et al (2019) Bivariate copula function-based spatial–temporal characteristics analysis of drought in Anhui Province, China. Meteorol Atmos Phys 131:1341–1355

    Article  Google Scholar 

  • Yin G, Liu L, Jiang X (2017) The sustainable arable land use pattern under the tradeoff of agricultural production, economic development, and ecological protection-an analysis of Dongting Lake basin, China. Environ Sci Pollut Res 24:25329–25345

    Article  Google Scholar 

  • Yang H, Hu D, Xu H et al (2020) Assessing the spatiotemporal variation of NPP and its response to driving factors in Anhui province, China. Environ Sci Pollut Res 27:14915–14932

    Article  Google Scholar 

  • Zhan FX, Liu YY, He JH (2013) Tropospheric biennial oscillation of the precipitation over Jiangnan Area of China in MAM and its relationship with the tropical SST anomaly. Scientia Geographica Sinica 33(08):1006–1013 ((in Chinese with English abstract))

    Google Scholar 

  • Zhang H, Ma XQ, Wang XD (2015) Water budget characteristics of winter wheat and its impact on the yield in Anhui Province. Meteorological Monthly 41(07):899–906 ((in Chinese with English abstract))

    Google Scholar 

  • Zhang Y, Zhao Y, Wang C et al (2017) Using statistical model to simulate the impact of climate change on maize yield with climate and crop uncertainties. Theor Appl Climatol 130:1065–1071

    Article  Google Scholar 

  • Zhao J, Xu J, Li X et al (2017) Characteristics analysis of spatial and temporal variation on extreme weather events in Anhui Province for recent 50 years. Nat Hazards 89:817–842

    Article  Google Scholar 

  • Zheng H, Huang J, Chen J (2021) Climate-induced yield losses for winter wheat in Henan Province, North China and their relationship with circulation anomalies. Water 13(23):3341

    Article  Google Scholar 

Download references

Funding

This work was supported by the National Key Research and Development Program of China (2019YFD1002202, 2018YFD0300905).

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Jin Huang was mainly committed to data analysis/interpretation and manuscript preparation; Jinhua Chen was mainly committed to data acquisition; Fangmin Zhang was mainly committed to study design; Zhenghua Hu was mainly committed to manuscript revision.

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Correspondence to Fangmin Zhang or Zhenghua Hu.

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Huang, J., Chen, J., Zhang, F. et al. Spatial–temporal changes in risk of climate-related yield reduction of winter wheat during 1973–2014 in Anhui province, southeast China. Theor Appl Climatol 148, 49–63 (2022). https://doi.org/10.1007/s00704-022-03929-5

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