Abstract
Climate change would exert significantly impact on crop yield by altering crop growth and development processes. Therefore, to ensure food security, it is necessary to assess the response and adaptation of crop phenology to the natural (mainly climate change) and artificial (including sowing date (SD) change and cultivar shift) factors. In this study, using field data from 113 agro-meteorological experiment stations across China, along with the Agricultural Production System Simulator (APSIM) oryza model, we investigated the trends of rice phenology in relation to climate change and agronomic factors (i.e., SD change and cultivar shift) from 1981 to 2010. We found that flowering date (FD) and maturity date (MD) of single-rice were delayed by 0.3 and 1.4 days 10a−1, respectively, but FD and MD of double-rice were advanced by 0.7–0.8 and 0.2–1.1 days 10a−1, respectively. Climate change advanced FD and MD of rice at representative stations except FD of late-rice, and shortened length of rice growth period. SD change of rice mainly affected duration of vegetative growth phase (VGP, from SD to FD), but had no significant impact on duration of reproductive growth phase (RGP, from FD to MD). Cultivar shift delayed FD and MD of rice at all representative stations except late-rice at Lianhua. Moreover, cultivar shift prolonged the duration of rice RGP by 0.2–2.8 days 10a−1. Overall, the results suggested that rice phenology was adapting to ongoing climate change by SD change and adoption of cultivars with longer RGP. Therefore, crop phenological characteristics should be sufficiently taken into account to develop adaptation strategies in the future.
Similar content being viewed by others
References
Angstrom A (1924) Solar and terrestrial radiation. Q J R Meteorol Soc 50:121–126
Bai H, Tao F (2017) Sustainable intensification options to improve yield potential and eco-efficiency for rice-wheat rotation system in China. Field Crop Res 211:89–105
Bai H, Tao F, Xiao D, Liu F, Zhang H (2016) Attribution of yield change for rice-wheat rotation system in China to climate change, cultivars and agronomic management in the past three decades. Clim Chang 135(3–4):539–553
Bassu S, Brisson N, Durand JL, Boote K, Waha K (2014) How do various maize crop models vary in their responses to climate change factors? Glob Chang Biol 20(7):2301–2320
Bock A, Sparks TH, Estrella N, Menzel A (2013) Changes in the timing of hay cutting in Germany do not keep pace with climate warming. Glob Chang Biol 19(10):3123–3132
Estrella N, Sparks TH, Menzel A (2009) Effects of temperature, phase type and timing, location, and human density on plant phenological responses in Europe. Clim Res 39(3):235–248
Holzworth DP, Huth NI, Devoil PG, Zurcher EJ, Herrmann NI, Mclean G, Chenu K, Oosterom EJV, Snow V, Murphy C (2014) APSIM –evolution towards a new generation of agricultural systems simulation. Environ Model Softw 62:327–350
Hu X, Huang Y, Sun W, Yu L (2017) Shifts in cultivar and planting date have regulated rice growth duration under climate warming in China since the early 1980s. Agric For Meteorol 247:34–41
IPCC (2014) In: Pachauri RK, Meyer LA (eds) Climate Change 2014: Synthesis Report. Contribution of Working Groups I, II and III to the Fifth Assessment Report of the Intergovernmental Panel on Climate Change [Core Writing Team]. IPCC, Geneva 151 pp
Liu L, Wang E, Zhu Y, Tang L (2012) Contrasting effects of warming and autonomous breeding on single-rice productivity in China. Agric Ecosyst Environ 149(7):20–29
Lobell DB, Roberts MJ, Schlenker W, Braun N, Little BB, Rejesus RM, Hammer GL (2014) Greater sensitivity to drought accompanies maize yield increase in the U.S. Midwest. Science 344(6183):516–519
Prescott JA (1940) Evaporation from a water surface in relation to solar radiation. Trans R Soc S Aust 64:114–118
Shi P, Tang L, Lin C, Liu L, Wang H, Gao W, Zhu Y (2015) Modeling the effects of post-anthesis heat stress on rice phenology. Field Crop Res 177:26–36
Tao F, 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(43):201–212
Tao F, Zhang Z, Shi W, Liu Y, Xiao D, Zhang S, Zhu Z, Wang M, Liu F (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 Chang Biol 19(10):3200–3209
Tao F, Zhang S, Zhang Z, Rötter RP (2014) Maize growing duration was prolonged across China in the past three decades under the combined effects of temperature, agronomic management, and cultivar shift. Glob Chang Biol 20(12):3686–3699
Wang J, Yin H (2012) Increased yield potential of wheat-maize cropping system in the North China Plain by climate change adaptation. Clim Chang 113(3–4):825–840
Xiao D, Tao F, Liu Y, Shi W, Zhu Z (2013) Observed changes in winter wheat phenology in the North China Plain for 1981-2009. Int J Biometeorol 57(2):275–285
Xiao D, Moiwo J, Tao F, Yang Y, Shen Y, Xu Q, Liu J, Zhang H, Liu F (2015) Spatiotemporal variability of winter wheat phenology in response to weather and climate variability in China. Mitig Adapt Strateg Glob Chang 20(7):1191–1202
Xiao D, Qi Y, Shen Y, Tao F, Moiwo J, Liu J, Wang R, Zhang H, Liu F (2016) Impact of warming climate and cultivar change on maize phenology in the last three decades in North China Plain. Theor Appl Climatol 124(3–4):653–661
Yan W, Hunt LA (1999) An equation for modelling the temperature response of plants using only the cardinal temperatures. Ann Bot 84(5):607–614
Zhang T, 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 Chang Biol 19(2):563–570
Zhang S, Tao F, Zhang Z (2014) Rice reproductive growth duration increased despite of negative impacts of climate warming across China during 1981–2009. Eur J Agron 54(54):70–83
Acknowledgments
This study was supported by the Natural Science Foundation of Hebei Province, China (D2018302012), the National Key Research and Development Program of China (2017YFD0300908), and the Science and Technology Program of Hebei Academy of Sciences (18107).
Author information
Authors and Affiliations
Corresponding author
Electronic supplementary material
ESM 1
(DOCX 17 kb)
Rights and permissions
About this article
Cite this article
Bai, H., Xiao, D., Zhang, H. et al. Impact of warming climate, sowing date, and cultivar shift on rice phenology across China during 1981–2010. Int J Biometeorol 63, 1077–1089 (2019). https://doi.org/10.1007/s00484-019-01723-z
Received:
Revised:
Accepted:
Published:
Issue Date:
DOI: https://doi.org/10.1007/s00484-019-01723-z