LYU Jia-jia,ZHU Hai-xia,GONG Li-juan,et al.Spatial-temporal Characteristics of Frost Damage on Soybean and Its Effect on Soybean Yield from 1971 to 2016 in Cold Regions[J].Soybean Science,2020,39(02):260-268.[doi:10.11861/j.issn.1000-9841.2020.02.0260]
1971-2016年寒地大豆霜冻害时空演变特征及对产量影响
- Title:
- Spatial-temporal Characteristics of Frost Damage on Soybean and Its Effect on Soybean Yield from 1971 to 2016 in Cold Regions
- 文献标志码:
- A
- 摘要:
- 为研究寒地大豆霜冻害演变特征，利用黑龙江省大豆主产区59个气象观测站1971-2016年逐日日最低气温资料和大豆发育期资料，基于作物霜冻害等级气象行业标准，采用数理统计和墨西哥帽小波法分析大豆乳熟期轻、中、重霜冻害的空间分布特征及时间变化规律，并统计分析研究区各站霜冻害发生年份的产量增（减）状况。结果表明：1971-2016年，黑龙江省西北部、三江平原西北部及牡丹江半山区等地为寒地大豆乳熟期霜冻主要发生区域。大豆乳熟期轻度、中度、重度霜冻害在1971-1980年发生范围最广、发生频率最高，2011-2016年发生范围及频率最小。寒地大豆乳熟期霜冻害发生存在3～5年短期振荡周期和20年左右的中期振荡周期。1971-2016年，霜冻对大豆产量的影响在一定程度上以负效应为主。对典型站分析结果表明，大豆乳熟期霜冻害出现日期越早对产量的负效应越大。霜冻害对大豆产量的影响为霜冻等级及出现日期的协同作用。研究结果对寒地大豆安全生产及防灾减灾具有重要意义。
- Abstract:
- In order to study the evolution characteristics of soybean frost damage in cold region, we analyzed the meteorological standard-grade of crop frost damage, spatial and temporal distribution of frost damage on soybean in mild, modetate and serious grades using mathematical statistics and a wavelet analysis based on the daily lowest air temperature data and soybean growing stages data at 59 weather stations in the main soybean producing areas of Heilongjiang province during 1971 to 2016. In addition, we analyzed the increase (decrease) of yield in the year of frost damage in each station of the study area. The results showed that the frost damage of soybean in cold regions occurred mainly in the northwest of our province, the northwest of Sanjiang Plain and the half mountain area of Mudanjiang during 1971-2016 in Heilongjiang province. Mild, modetate and severe frost damage of soybean in cold regions occurred the most widely and frequently from 1971 to 1980. The occurrence range and frequency were the smallest from 2011 to 2016. There were a short-term periodic cycles of 3-5 years and a medium-term periodic cycles of about 20 years in frost damage of soybean in cold regions. From 1971 to 2014, frost had a negative effect on soybean yield to some extent. The results of typical station analysis showed that the earlier the frost damage occurred in milk maturity of soybean, the greater the negative effected on yield. The effect of frost damage on soybean yield was the synergism of frost grade and occurrence date. The results were of great significance in preventing and mitigating natural disasters, and ensuring production safety of soybean in cold regions.
参考文献/References:
［1］朱海霞, 赵慧颖, 李秀芬, 等. 黑龙江省大豆主产地产量动态预报系统的建立［J］. 大豆科学, 2017, 36(6): 950-957. (Zhu H X, Zhao H Y, Li X F, et al. System development of dynamic forecast on soybean yield of main areas in Heilongjiang province［J］. Soybean Science, 2017, 36(6): 950-957.)［2］陈莉, 韩冰，李百超, 等. 黑龙江省农业气象灾害服务需求分析［J］.灾害学, 2019,34(2):78-82.(Chen L, Han B, Li B C, et al. Demand for agrometeorologica disasters service in Heilongjiang province［J］.Journal of Catastrophology, 2019, 34(2):78-82.)［3］李帅, 杜春英. 黑龙江省农业与气候［M］.哈尔滨: 东北林业大学出版社, 2012: 124-125. (Li S, Du C Y. Agriculture and climate in Heilongjiang province［M］. Harbin: Northeast Forestry University Press, 2012:124-125.)［4］温克刚, 孙永罡. 中国气象灾害大典〖DK1〗?黑龙江卷［M］. 北京:气象出版社, 2007. (Wen K G, Sun Y G. Heilongjiang volume of China meteorological disaster［M］. Beijing: China Meteorological Press, 2007.)［5］冶明珠,郭建平,袁彬, 等. 气候变化背景下东北地区热量资源及玉米温度适宜度［J］. 应用生态学报, 2012, 23(10): 2786-2794. (Ye M Z, Guo J P, Yuan B, et al. Thermal resources and maize temperature suitability in northeast China under climate change［J］. Chinese Journal of Applied Ecology, 2012, 23(10):2786-2794.)［6］杨克明, 陈秀凤, 王东生, 等. 东北地区初霜冻的天气气候特征［J］. 气象, 1999(6): 14-19. (Yang K M, Chen X F, Wang D S, et al. Analysis of weather climatic features of the first frost in the northeast part of China［J］. Meteorological Monthly, 1999(6):14-19.)［7］Ning X, Liu G, Zhang L, et al. The spatio-temporal variations of frost-free period in China from 1951 to 2012［J］. Journal of Geographical Sciences, 2017, 27(1): 23-42.［8］方修琦, 王媛, 朱晓禧. 气候变暖的适应行为与黑龙江省夏季低温冷害的变化［J］. 地理研究, 2005(5): 664-672. (Fang X Q, Wang Y, Zhu X X. Change of cool summer hazard under an adaptation behavior to the climate warming in Heilongjiang province, northeast China［J］. Geographical Research,2005(5): 664-672.)［9］Liu Q, Piao S L, Janssens I A, et al. Extension of the growing season increases vegetation exposure to frost. ［J］. Nature Communications, 2018, 9:426.［10］曲辉辉, 朱海霞, 王秋京, 等. 气候变化对东北三省大豆生育期和产量的影响模拟［J］. 西北农林科技大学学报(自然科学版), 2014, 42(7): 61-69. (Qu H H, Zhu H X, Wang Q J, et al. Effects of climate change on soybean growth period and yield in northeast China［J］. Journal of Northwest of A ＆ F University (Nature Science Edition),2014,42(7):61-69.)［11］李淼, 夏军, 陈社明, 等. 北京地区近300年降水变化的小波分析［J］.自然资源学报, 2011,26(6): 1001-1011. (Li M, Xia J, Chen S M, et al. Wavelet analysis on annual precipitation around 300 years in Beijing area［J］. Journal of Natural Resources, 2011,26(6):1001-1011.)［12］益西拉姆, 扎多, 索朗仓决. 1981~2018年山南市气温变化特征分析［J］. 高原科学研究, 2019, 3 (1):35-43,52.(Yi X L M, Zha D, Suo L C J. Analysis on the characteristics of temperature changes from 1981 to 2018 in Shannan［J］. Plateau Science Research, 2019, 3(1): 35-43,52.)［13］宫丽娟,李帅,姜丽霞, 等. 1961~2010年黑龙江省水稻延迟型冷害时空变化特征［J］. 气象与环境学报,2015, 31(1): 76-83. (Gong L J, Li S, Jiang L X, et al. Spatial-temporal characteristics of delayed cool injury for rice from 1961 to 2010 in Heilongjiang province［J］. Journal of Meteorology and Environment, 2015, 31(1):76-83.)［14］杨银,李岩瑛,陈豫英,等. 基于Copula函数的甘肃河东短时强降水特征分析［J］.气象, 2019, 45(5): 632-640. (Yang Y, Li Y Y, Chen Y Y, et al. Characteristics of short-time heavy rainfall in Hedong area of Gansu based on Copula-Function［J］. Meteorological Monthly, 2019, 45 (5): 632-640.)［15］Anandhi A, Perumal S, Gowda P H, et al. Long-term spatial and temporal trends in frost indices in Kansas, USA［J］. Climatic Change, 2013, 120(1): 169-181.［16］吴幸毓,林毅,陈文键, 等. 福建霜冻时空分布特征及环流背景分析［J］. 大气科学学报,2016, 39(4): 501-509. (Wu X S, Lin Y, Chen W J, et al. Temporal and spatial distribution characteristics of frost injury in Fujian and its circulation background［J］. Journal of Nanjing Institute of Meteorology, 2016, 39 (4):501-509.)［17］Wang L, Wu Z, He H, et al. Changes in start, end, and length of frost-free season across northeast China: Start, end, and length of frost-free season over northeast China［J］. International Journal of Climatology, 2017: 37.［18］陈凯奇, 米娜. 辽宁省玉米低温冷害和霜冻灾害风险评估［J］. 气象与环境学报, 2016, 32(1): 89-94. (Chen K Q, Mi N. Risk evaluation on maize cold damage and frost damage in Liaoning province［J］. Journal of Meteorology and Environment, 2016, 32(1):89-94.)［19］Heino R. Progress in the study of climate extremes in northern and central Europe［J］.Climatic Change,1999,42:151-181.［20］Bonsal B R, Zhang X, Vincent L A, et al. Characteristics of daily and extreme temperature over Canada［J］. Climate, 2001, 14:1959-1971.［21］胡琦, 潘学标, 张丹, 等. 东北地区不同时间尺度下气温和无霜期的变化特征［J］. 中国农业气象, 2015, 36(1): 1-8.(Hu Q, Pan X B, Zhang D, et al. Variation of temperature and frost-free period in different time scales in northeast China［J］. Chinese Journal of Agrometeorology, 2015, 36(1):1-8.)［22］景学义, 安晓存, 宫沿平, 等. 黑龙江省霜冻的气候变化特征和预报指标［J］. 灾害学,2013, 28(1):65-68. (Jing X Y, An X C, Gong Y P, et al. Climatic change features and forecast indicators of frost in Heilongjiang province［J］. Journal of Catastrophology, 2013, 28(1):65-68.)［23］朱红蕊,于宏敏,姚俊英, 等. 黑龙江省水稻初霜冻灾害致灾因子危险性分析［J］. 灾害学, 2012, 27(2):96-99. (Zhu H R, Yu H M, Yao J Y, et al. Frost hazard risk assessment of rice in Heilongjiang province［J］. Journal of Catastrophology, 2012, 27(2):96-99.)［24］姜丽霞, 李帅, 李秀芬, 等.黑龙江省近三十年气候变化对大豆发育和产量的影响［J］. 大豆科学, 2011, 30(6): 921-926.(Jiang L X, Li S, Li X F, et al. Impacts of climate change on development and yield of soybean over past 30 years in Heilongjiang province［J］. Soybean Science, 2011,30(6): 921-926.)［25］纪瑞鹏,于文颖,武晋雯, 等. 气候平均值变化对辽宁水稻延迟型冷害评估结果的影响［J］. 应用生态学报, 2015, 26(6): 1695-1703. (Ji R P, Yu W Y, Wu J W, et al. Effect of climatic mean value change on the evaluation result of rice delayed cold damage in Liaoning province, northeast China［J］. Chinese Journal of Applied Ecology, 2015, 26(6):1695-1703.)［26］米娜, 蔡福, 张玉书, 等. 雨养作物产量差研究进展［J］. 气象与环境学报,2018, 34(6):140-147. (Mi N, Cai F, Zhang Y S, et al. Advanced in research on rain fed crop yield gaps［J］. Journal of Meteorology and Environment, 2018, 34(6):140-147.)
备注/Memo
收稿日期：2019-07-02