Chinese Journal of Agrometeorology ›› 2026, Vol. 47 ›› Issue (8): 1321-1335.doi: 10.3969/j.issn.1000-6362.2026.08.013

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Spatiotemporal Characteristics of Cold Events and Their Impacts on Agriculture in Zhejiang Province from 1971 to 2022

XIAO Jing-jing, MA Hao, GUO Fen-fen, LI Zheng-quan, ZHANG Yu-hui, WANG Zhi-hai, LIU Zan, MA Shang-qian   

  1. 1. Zhejiang Climate Centre, Hangzhou 310052, China; 2. Longyou National First-Class Agrometeorological Experimental Station, Longyou 324400; 3. Second Institute of Oceanography, Ministry of Natural Resources/Key Laboratory of Ocean Space Resource Management Technology, Ministry of Natural Resources, Hangzhou 310012
  • Received:2025-07-01 Online:2026-08-20 Published:2026-08-19

Abstract:

Based on daily minimum temperature of 66 meteorological stations in Zhejiang province from 1971 to 2022 and projected results stem the BCCCSM2MR model, a series of cold events for Zhejiang was constructed using the absolute threshold values and standard deviations. Furthermore, spatiotemporal variability of cold events was investigated by diagnostic and statistical methods, and agricultural freezing risk under the SSP245 and SSP585 scenarios during 20232100 was quantitatively assessed in order to effectively support regional climate adaptation and disaster risk management. It was found that during 19712022, the annual mean number of cold days, frequency of cold events, and frequency of extreme cold events in Zhejiang all exhibited significant decreasing trends (P<0.01), with decreasing rates of 6.1d·10y1, 0.6times·10y1 and 0.2times·10y1, respectively. There displayed distinct spatial differences for cold days, cold events, and extreme cold events, with showing patterns of "more in the north and less in the south, more in the west and less in the east" "more in the northeast and less in the southwest" and "more in the centralnorth and less in the southwest", respectively. As for the long-term trends, climatic tendency rates of cold events' frequency in spring and autumn were 0.4times·10y1 and 0.3times·10y1 (P<0.01) respectively, while no significant trend was observed in winter. Empirical orthogonal function (EOF) analysis of extreme cold events indicated that the first mode was a province-wide consistent pattern with a variance contribution of 79.7%, and the second, third and fourth modes exhibited the northwestsoutheast dipole patterns, neartripl and northsouth dipole, respectively. In the projection results of the BCCCSM2MR model, under the SSP245 and SSP585 scenario, the annual average frequency of extreme cold events in Zhejiang during 2023−2100 would be 0.9times and 1.0times with climatic tendency rates of 0.1times·10y1 and 0.2times·10y1 (P<0.01), respectively. During the same period, spatial distribution of the cumulative frequency of extreme cold events under SSP245 and SSP585 scenario indicated that a south-north gradient (higher in the south and lower in the north) and an inlandcoastal gradient (higher inland and lower along the coast), and the highvalues would be located in southwestern Zhejiang. Under the SSP245 scenario, cold events could result in an agricultural freezingaffected rate ≥5% in 19y and a freezing-suffering rate >5% in 2y over Zhejiang in the future 78 years. Especially, the agricultural freezingaffected rate would reach 18.1% and 25.9%, and the freezingsuffering rate would be 6.7% and 11.0% in 2030 and 2066, respectively. Under the scenario of SSP585, there might be 17y with an agricultural freezingaffected >5% and 3y with a freezingsuffering rate >5%. In particular, the agricultural freezingaffected rate would be 24.9% and the freezingsuffering rate would be 11.9% in 2079.

Key words: Cold day, Cold event, Climate Change, Agriculture, CMIP6