Abstract
Phenology is a reliable biological indicator for reflecting climate change. An examination of changes in crop phenology and the mechanisms driving them is critical for guiding regional agricultural activities in attempts to adapt to climate change. Due to a lack of records based on continuous long-term observation, studies on changes in multiple consecutive phenological stages throughout a whole growing season on a national scale are rarely found, especially with regard to the spatiotemporal differentiation of phenological changes. Using a long-term dataset (1981-2010) of wheat phenology collected from 48 agro-meteorological stations in China, we qualified the spatiotemporal changes of 10 phenological stages as well as the length of wheat growth phases. Results showed that climate and wheat phenology changed significantly during the growing seasons from 1981 to 2010. On average, on a national scale, dates of sowing (0.19 d a-1), emergence (0.06 d a-1), trefoil (0.05 d a-1), and milk ripe (0.06 d a-1) showed a delaying trend, whereas dates of tillering (-0.02 d a-1), jointing (-0.15 d a-1), booting (-0.21 d a-1), heading (-0.17 d a-1), anthesis (-0.19 d a-1), and maturity (-0.10 d a-1) showed an advancing trend. Furthermore, the vegetative growth phase and growing season were shortened by 0.23 and 0.29 d a-1, respectively, whereas the reproductive growth phase was lengthened by 0.06 d a-1. Trends in dates of phenological stages or length of growing phases varied across wheat-planting regions. Moreover, spatiotemporal differentiation of sensitivity in growing season length (GSL) to variations in climatic factors during the growing season between spring and winter wheat were remarkable. The GSL of spring (winter) wheat decreased (increased) with an increase in average temperature during the growing season. In all wheat-planting regions, the GSL increased with the increasing of total precipitation and sunshine duration during the growing season. In particular, the sensitivity of GSL to precipitation for spring wheat was weaker than for winter wheat, while the sensitivity of GSL to sunshine duration for spring wheat was stronger than for winter wheat. Recognition of the spatiotemporal differentiation of phenological changes and their response to various climatic factors will provide scientific support for decision-making in agricultural production.
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Ahmad S, Abbas Q, Abbas G, Fatima Z, Atique-Ur-Rehman Z, Naz S, Younis H, Khan R J, Nasim W, Habib Ur, Rehman M, Ahmad A, Rasul G, Khan M A, Hasanuzzaman M. 2017. Quantification of climate warming and crop management impacts on cotton phenology. Plants, 6:7
Anwar M R, Liu D L, Farquharson R, Macadam I, Abadi A, Finlayson J, Wang B, Ramilan T. 2015. Climate change impacts on phenology and yields of five broadacre crops at four climatologically distinct locations in Australia. Agric Syst, 132: 133–144
Chen X Q, Pang C, Xu L, Li J, Zhang Q H, Yu Y P. 2015. Spatiotemporal response of Salix matsudana’s phenophases to climate change in China’s temperate zone (in Chinese). Acta Ecol Sin, 35: 3625–3635
Chinese Academy of Agricultural Sciences. 1979. The Theory and Technique of Wheat Cultivation (in Chinese). Beijing: Agricultural Publishing House
Ding D Y, Feng H, Zhao Y, Liu W Z, Chen H X, He J Q. 2016. Impactassessment of climate change and later-maturing cultivars on winter wheat growth and soil water deficit on the Loess Plateau of China. Clim Change, 138: 157–171
Ehsan E R, Siebert S, Ewert F. 2017. Climate and management interaction cause diverse crop phenology trends. Agric For Meteorol, 233: 55–70
Estrella N, Sparks T H, Menzel A. 2007. Trends and temperature responsein the phenology of crops in Germany. Glob Change Biol, 13: 1737–1747
Fang S B, Tan K Y, Ren S X, Zhang X S, Zhao J F. 2012. Fields experiments in North China show no decrease in winter wheat yields with night temperature increased by 2.0–2.5°C. Sci China Earth Sci, 55: 1021–1027
Fang X Q, Chen F H. 2015. Plant phenology and climate change. Sci China Earth Sci, 58: 1043–1044
Fujisawa M, Kobayashi K. 2010. Apple (Malus pumila var. domestica) phenology is advancing due to rising air temperature in northern Japan. Glob Change Biol, 16: 2651–2660
Gordo O, Sanz J J. 2010. Impact of climate change on plant phenology in Mediterranean ecosystems. Glob Change Biol, 16: 1082–1106
Hatfield J L, Prueger J H. 2015. Temperature extremes: Effect on plant growth and development. Weather Clim Extremes, 10: 4–10
He L, Asseng S, Zhao G, Wu D R, Yang X, Zhuang W, Jin N, Yu Q. 2015. Impacts of recent climate warming, cultivar changes, and crop management on winter wheat phenology across the Loess Plateau of China. Agric For Meteorol, 200: 135–143
He Z B, Du J, Zhao W Z, Yang J J, Chen L F, Zhu X Y, Chang X X, Liu H. 2015. Assessing temperature sensitivity of subalpine shrub phenology in semi-arid mountain regions of China. Agric For Meteorol, 213: 42–52
Hou P, Liu Y, Xie R Z, Ming B, Ma D L, Li S K, Mei X R. 2014. Temporal and spatial variation in accumulated temperature requirements of maize. Field Crops Res, 158: 55–64
Hu Q, Weiss A, Feng S, Baenziger P S. 2005. Earlier winter wheat heading dates and warmer spring in the U.S. Great Plains. Agric For Meteorol, 135: 284–290
Hu S, Mo X G, Lin Z H. 2014. The contribution of climate change to the crop phenology and yield in Haihe River Basin (in Chinese). Geogr Res, 33: 3–12
Jin S B. 1996. Chinese Wheat Sciences (in Chinese). Beijing: China Agriculture Press
Li D. 2009. Variation characteristics of winter wheat phenophases in Huaibei Plain in recent 30 years (in Chinese). Meteorol Sci Technol, 37:607–612
Li Z G, Yang P, Tang H J, Wu W B, Chen Z X, Liu J, Zhang L, Tan J Y, Tang P Q. 2013. Trends of spring maize phenophases and spatio-temporal responses to temperature in three provinces of Northeast China during the past 20 years (in Chinese). Acta Ecol Sin, 33: 5818–5827
Li Z G, Yang P, Tang H J, Wu W B, Chen Z X, Zhou Q B, Zou J Q, Zhang L. 2011. Trend analysis of typical phenophases of major crops under climate change in the three provinces of Northeast China (in Chinese). Sci Agric Sin, 44: 4180–4189
Li Z G, Yang P, Tang H J, Wu W B, Yin H, Liu Z H, Zhang L. 2014. Response of maize phenology to climate warming in Northeast China between 1990 and 2012. Reg Environ Change, 14: 39–48
Liu Q, Fu Y H, Zhu Z, Liu Y, Liu Z, Huang M, Janssens I A, Piao S. 2016. Delayed autumn phenology in the Northern Hemisphere is related to change in both climate and spring phenology. Glob Change Biol, 22: 3702–3711
Lobell D B, Sibley A, Ivan Ortiz-Monasterio J. 2012. Extreme heat effects on wheat senescence in India. Nat Clim Change, 2: 186–189
Meng L, Liu X J, Wu D Y, Wang C Y. 2015. Responses of summer maize phenology to climate change in the North China Plain (in Chinese). Chin J Agrometeorol, 36: 375–382
Mo F, Sun M, Liu X Y, Wang J Y, Zhang X C, Ma B L, Xiong Y C.2016. Phenological responses of spring wheat and maize to changes in crop management and rising temperatures from 1992 to 2013 across the Loess Plateau. Field Crops Res, 196: 337–347
Rezaei E E, Siebert S, Ewert F. 2015. Intensity of heat stress in winter wheat—Phenology compensates for the adverse effect of global warming. Environ Res Lett, 10: 024012
Sacks W J, Kucharik C J. 2011. Crop management and phenology trends in the U.S. Corn Belt: Impacts on yields, evapotranspiration and energy balance. Agric For Meteorol, 151: 882–894
Siebert S, Ewert F. 2012. Spatio-temporal patterns of phenological development development in Germany in relation to temperature and day length. Agric For Meteorol, 152: 44–57
Tack J, Barkley A, Lanier Nalley L. 2015. Effect of warming temperatures on US wheat yields. Proc Natl Acad Sci USA, 112: 6931–6936
Tao F L, Zhang Z, Shi W J, Liu Y J, Xiao D P, Zhang S, Zhu Z, Wang M, Liu F S. 2013. Single rice growth period was prolonged by cultivars shifts, but yield was damaged by climate change during 1981–2009 in China, and late rice was just opposite. Glob Change Biol, 19: 3200–3209
Tao F L, Zhang Z, Xiao D P, Zhang S, Rötter R P, Shi W J, Liu Y J, Wang M, Liu F S, Zhang H. 2014. Responses of wheat growth and yield to climate change in different climate zones of China, 1981–2009. Agric For Meteorol, 189-190: 91–104
Tao F L, Zhang S, Zhang Z. 2012. Spatiotemporal changes of wheat phenology in China under the effects of temperature, day length and cultivar thermal characteristics. Eur J Agron, 43: 201–212
Wang H J, Dai J H, Ge Q S. 2012. The spatiotemporal characteristics of spring phenophase changes of Fraxinus chinensis in China from 1952 to 2007. Sci China Earth Sci, 55: 991–1000
Wang J, Wang E L, Feng L P, Yin H, Yu W D. 2013. Phenological trends of winter wheat in response to varietal and temperature changes in the North China Plain. Field Crops Res, 144: 135–144
Wang J Y. 1960. A critique of the heat unit approach to plant response studies. Ecology, 41: 785–790
Wang Z. 2012. Study on simulation model of developmental stages for major crops in Henan Province (in Chinese). Master Dissertation. Nanjing: Nanjing University of Information Science & Technology. 1–50
Wang Z, Chen J, Li Y, Li C, Zhang L, Chen F. 2016. Effects of climate change and cultivar on summer maize phenology. Int J Plant Prod, 10:509–526
Wittich K P, Liedtke M. 2015. Shifts in plant phenology: A look at the sensitivity of seasonal phenophases to temperature in Germany. Int J Climatol, 35: 3991–4000
Xiao D P. 2015. Changes of crop phenology in Inner Mongolia under the background of climate warming (in Chinese). Chin Agric Sci Bull, 31: 216–221
Xiao D P, Qi Y Q, Wang R D, Liu J F, Li Z Q. 2015. Changes in phenology and climatic conditions of wheat and maize in Xinjiang during 1981–2009 (in Chinese). Agric Res Arid Areas, 33: 189–194, 202
Xiao D P, Tao F L, Liu Y J, Shi W J, Wang M, Liu F S, Zhang S, Zhu Z. 2013. Observed changes in winter wheat phenology in the North China Plain for 1981–2009. Int J Biometeorol, 57: 275–285
Xiao D P, Tao F L, Shen Y J, Qi Y Q. 2016. Combined impact of climate change, cultivar shift, and sowing date on spring wheat phenology in Northern China. J Meteorol Res, 30: 820–831
Yu H Y, Liu S H, Zhao N, Li D, Yu Y T. 2011. Characteristics of air temperature and precipitation in different regions of China from 1951 to 2009 (in Chinese). J Meteorol Environ, 27: 1–11
Zhang L X, Zhu L L, Yu M Y, Zhong M X. 2016. Warming decreases photosynthates and yield of soybean [Glycine max (L.) Merrill] in the North China Plain. Crop J, 4: 139–146
Zhang T Y, Huang Y, Yang X. 2013. Climate warming over the past three decades has shortened rice growth duration in China and cultivar shifts have further accelerated the process for late rice. Glob Change Biol, 19:563–570
Zhao G C. 2010. Study on Chinese wheat planting regionalization (I) (in Chinese). J Triticeae Crops, 30: 886–895
Zhao J, Yang X G, Dai S W, Lv S, Wang J. 2015. Increased utilization of lengthening growing season and warming temperatures by adjusting sowing dates and cultivar selection for spring maize in Northeast China. Eur J Agron, 67: 12–19
Acknowledgements
We thank the two anonymous reviewers for raising suggestions on the manuscript. Special thanks to Dr. Hang Xiong of King’s College London for his helpful comments and suggestions on this manuscript. We also thank the China Meteorological Administration for providing data support. This work was supported by the National Natural Science Foundation of China (Grant Nos. 41671037 & 41301091), the National Key Research and Development Program of China (Grant No. 2016YFA0602402), and the Youth Innovation Promotion Association, CAS (Grant No. 2016049).
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Liu, Y., Chen, Q., Ge, Q. et al. Spatiotemporal differentiation of changes in wheat phenology in China under climate change from 1981 to 2010. Sci. China Earth Sci. 61, 1088–1097 (2018). https://doi.org/10.1007/s11430-017-9149-0
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DOI: https://doi.org/10.1007/s11430-017-9149-0