Using the principle of critical slowing down to discuss the abrupt climate change

Wu Hao; Hou Wei; Yan Peng-Cheng

doi:10.7498/aps.62.039206

Abstract

In recent years, critical slowing down phenomenon has shown great potentials in disclosing whether a complex dynamic tends to critical cataclysm. Based on the concepts of critical slowing down, the observed data of temperature and the pacific decadal oscillation (PDO) index and the intensity of Aleutian low pressure, which have different noises are processed in this article to study the precursory signals of abrupt climate change. Take the abrupt climate change in the late1970s-early 1980s as an example, then variances and autocorrelation coefficients which can characterize critical slowing down will be calculated separately; the occurring time of precursory signal of abrupt climate change under the noises influence is studied. The results show that the critical slowing down phenomenon appears in the data with different signal-to-noise ratios before the abrupt climate change takes place, which indicates that critical slowing down phenomenon is a possible early warning signal for abrupt climate change and the noise has less influence on the test results for precursory signals of abrupt climate change. Accordingly, it demonstrates the reliability of critical slowing down phenomenon to test the precursory signals of abrupt climate change, which provides an experimental basis for the wide applications of the present method in real observation data.

Keywords:

abrupt climate change /
critical slowing down precursory signals /
noise /

Authors and contacts

1.
College of Physical Science and Technology, Yangzhou University, Yangzhou 225002, China;
2.
National Climate Center, Beijing 100081, China;
3.
College of Physics and Electronic Engineering, Northwest Normal University, Lanzhou 730070, China
Funds: Project supported by the National Basic Research Program of China (Grant No. 2012CB955902) and the National Natural Science Foundation of China (Grant Nos. 41175067, 41105033).

References

[1]	Fu C B,Wang Q 1992 Chin. J. Atmos. Sci. 16 482 (in Chinese) [符淙斌, 王强 1992 大气科学 16 482]
[2]	Alley R B, Marotzke J, Nordhaus W D, Overpeck J T, Peteet D M, Pielke R A, Pierrehumbert R T, Rhines P B, Stocker T F, Talley L D, Wallace J M 2005 Science 299 5615
[3]	Fu C B 1994 Chin. J. Atmos. Sci. 18 3 (in Chinese) [符淙斌 1994 大气科学 18 373]
[4]	Wang S W, Ye J L 1995 Chin. J. Atmos. Sci. 19 545 (in Chinese) [王邵武, 叶瑾琳 1995 大气科学 19 545]
[5]	Feng G L, Gong Z Q, Zhi R 2008 Acta Meteorol. Sin. 66 892 (in Chinese) [封国林, 龚志强, 支蓉 2008 气象学报 66 892］
[6]	Feng G L, Dong W J, Gong Z Q, Hou W, Wan S Q, Zhi R 2006 Nonlinear Theories and Methods on Spatial-Temporal Distribution of the Obserbational Data (Beijing: the Weather Publishing Company) pp5-8 (in Chinese) [封国林, 董文杰, 龚志强, 侯威, 万仕全, 支蓉 2006 观测数据非线性时空分布理论和方法 (北京: 气象出版社) 第5–8页]
[7]	Chou J F 1997 Bulletin of Chinese Academy of Sciences 5 325 (in Chinese) [丑纪范 1997 中国科学院院刊 5 325]
[8]	Yang P C, Bian J C, Wang G L, Zhou X J 2003 Chin. Sci. Bull. 48 1470 (in Chinese) [杨培才, 卞建春, 王革丽, 周秀骥 2003 科学通报 48 1470]
[9]	Mu M, Duan W S 2005 Chin. Sci. Bull. 24 2695 (in Chinese) [穆穆, 段晚锁 2005 科学通报 24 2695]
[10]	Feng G L, Gong Z Q, Dong W J 2005 Acta Phys. Sin. 54 5494 (in Chinese) [封国林, 龚志强, 董文杰 2005 54 5494]
[11]	Wan S Q, Feng G L, Dong W J 2005 Acta Phys. Sin. 54 5487 (in Chinese) [万仕全, 封国林, 董文杰 2005 54 5487]
[12]	Gong Z Q, Feng G L, Dong W J, Li J P 2006 Acta Phys. Sin. 55 3180 (in Chinese) [龚志强, 封国林, 董文杰, 李建平 2006 55 3180]
[13]	Gong Z Q, Feng G L 2007 Acta Phys. Sin. 56 3619 (in Chinese) [龚志强, 封国林 2007 56 3619]
[14]	He W P, Wu Q, Zhang W, Wang Q G, Zhang Y 2009 Acta Phys. Sin. 58 2862 (in Chinese) [何文平, 吴琼, 张文, 王启光, 张勇 2009 58 2862]
[15]	He W P, Deng B S, Wu Q, Zhang W, Cheng H Y 2010 Acta Phys. Sin. 59 8264 (in Chinese) [何文平, 邓北胜, 吴琼, 张文, 成海英 2010 59 8264 ]
[16]	He W P, Wu Q, Cheng H Y, Zhang W 2011 Acta Phys. Sin. 60 029203 (in Chinese) [何文平, 吴琼, 成海英, 张文 2011 60 029203]
[17]	He W P, Feng G L, Wu Q, He T, Wan S Q, Chou J F 2012 Int. J. Climatol. 32 1604
[18]	He W P, Feng G L, Wu Q, Wan S Q, Chou J F 2008 Nonlinear Proc. Geoph. 15 601
[19]	Scheffer M, Bascompte J,William A 2009 Nature 461 53
[20]	Carpenter S R, Brook W A 2006 Ecology Lett. 9 311
[21]	Guttal V, Jayaprakash C 2008 Ecology Lett. 11 450
[22]	Yu L,Hao B L 1984 Phase Transitions and Critical Phenomena (Beijing: Science Press) (in Chinese) [于渌, 郝柏林 1984 相变和临界现象 (北京: 科学出版社)]
[23]	Yan R, Jiang C S, Zhang L P 2011 Chin. J. Geophys. 54 1817 (in Chinese) [晏锐, 蒋长胜, 张浪平 2011 地球 54 1817]
[24]	Overland J E, Adams J M, Bond N A 1999 J. Climate 12 1542
[25]	Sun X J, Wang P X, Zhi H, Guo D 2011 Tran. Atmos. Sci. 34 74 (in Chinese)[孙晓娟, 王盘兴, 智海, 郭栋 2011 大气科学学报 34 74]
[26]	Wei F Y 1999 Modern Climatic Statistical Diagnosis and Forecasting Technology (Beijing: China Meteorological Press) pp62-76 (in Chinese) [魏凤英 1999 现代气候统计诊断与预测技术北京: 气象出版社第62–76页]
[27]	Bence J R 1995 Ecology 76 628
[28]	Dakos V, Scheffer M, van Nes E H, Brovkin V, Petoukhov V, Held H 2008 P. Natl. Acad. Sci. USA 105 14308
[29]	Zhao X C, Wu H B, He L 2008 J. Nanjing Inst. Meteor. 31 819 (in Chinese) [赵晓川, 吴洪宝, 何浪 2008 南京气象学院学报 31 819]
[30]	Xiao D, Li J P 2007 Chin. J. Atmos. Sci. 31 839 (in Chinese) [肖栋, 李建平 2007 大气科学 31 839]
[31]	Hou W, Feng G L, Dong W J, Li J P 2006 Acta Phys. Sin. 55 2663 (in Chinese) [侯威, 封国林, 董文杰, 李建平 2006 55 2663]
[32]	Guo Z H, Liao Q L, Li X 2005 Arid Land Geogr. 28 176 (in Chinese) [郭志海, 缪启龙, 李雄 2005 干旱区地理 28 176]
[33]	Gong Z Q, Feng G L 2008 Acta Phys. Sin. 57 3920 (in Chinese) [龚志强, 封国林 2008 57 3920]
[34]	Zeng H L, Gao X Q, Dai X G 2002 Plateau Meteor. 21 66 (in Chinese) [曾红玲, 高新全, 戴新刚 2002 高原气象 21 66]
[35]	Wang L Q, Li C Y, Tan Y K,Yan D 2010 Plateau Meteor. 29 23 (in Chinese) [王力群, 李崇银, 谭言科, 严冬 2010 高原气象 29 23]
[36]	Ren G C 1991 Acta Meteorol. Sin. 49 249 (in Chinese) [任广成 1991 气象学报 49 249]

Cited By

[1]	Fu C B,Wang Q 1992 Chin. J. Atmos. Sci. 16 482 (in Chinese) [符淙斌, 王强 1992 大气科学 16 482]
[2]	Alley R B, Marotzke J, Nordhaus W D, Overpeck J T, Peteet D M, Pielke R A, Pierrehumbert R T, Rhines P B, Stocker T F, Talley L D, Wallace J M 2005 Science 299 5615
[3]	Fu C B 1994 Chin. J. Atmos. Sci. 18 3 (in Chinese) [符淙斌 1994 大气科学 18 373]
[4]	Wang S W, Ye J L 1995 Chin. J. Atmos. Sci. 19 545 (in Chinese) [王邵武, 叶瑾琳 1995 大气科学 19 545]
[5]	Feng G L, Gong Z Q, Zhi R 2008 Acta Meteorol. Sin. 66 892 (in Chinese) [封国林, 龚志强, 支蓉 2008 气象学报 66 892］
[6]	Feng G L, Dong W J, Gong Z Q, Hou W, Wan S Q, Zhi R 2006 Nonlinear Theories and Methods on Spatial-Temporal Distribution of the Obserbational Data (Beijing: the Weather Publishing Company) pp5-8 (in Chinese) [封国林, 董文杰, 龚志强, 侯威, 万仕全, 支蓉 2006 观测数据非线性时空分布理论和方法 (北京: 气象出版社) 第5–8页]
[7]	Chou J F 1997 Bulletin of Chinese Academy of Sciences 5 325 (in Chinese) [丑纪范 1997 中国科学院院刊 5 325]
[8]	Yang P C, Bian J C, Wang G L, Zhou X J 2003 Chin. Sci. Bull. 48 1470 (in Chinese) [杨培才, 卞建春, 王革丽, 周秀骥 2003 科学通报 48 1470]
[9]	Mu M, Duan W S 2005 Chin. Sci. Bull. 24 2695 (in Chinese) [穆穆, 段晚锁 2005 科学通报 24 2695]
[10]	Feng G L, Gong Z Q, Dong W J 2005 Acta Phys. Sin. 54 5494 (in Chinese) [封国林, 龚志强, 董文杰 2005 54 5494]
[11]	Wan S Q, Feng G L, Dong W J 2005 Acta Phys. Sin. 54 5487 (in Chinese) [万仕全, 封国林, 董文杰 2005 54 5487]
[12]	Gong Z Q, Feng G L, Dong W J, Li J P 2006 Acta Phys. Sin. 55 3180 (in Chinese) [龚志强, 封国林, 董文杰, 李建平 2006 55 3180]
[13]	Gong Z Q, Feng G L 2007 Acta Phys. Sin. 56 3619 (in Chinese) [龚志强, 封国林 2007 56 3619]
[14]	He W P, Wu Q, Zhang W, Wang Q G, Zhang Y 2009 Acta Phys. Sin. 58 2862 (in Chinese) [何文平, 吴琼, 张文, 王启光, 张勇 2009 58 2862]
[15]	He W P, Deng B S, Wu Q, Zhang W, Cheng H Y 2010 Acta Phys. Sin. 59 8264 (in Chinese) [何文平, 邓北胜, 吴琼, 张文, 成海英 2010 59 8264 ]
[16]	He W P, Wu Q, Cheng H Y, Zhang W 2011 Acta Phys. Sin. 60 029203 (in Chinese) [何文平, 吴琼, 成海英, 张文 2011 60 029203]
[17]	He W P, Feng G L, Wu Q, He T, Wan S Q, Chou J F 2012 Int. J. Climatol. 32 1604
[18]	He W P, Feng G L, Wu Q, Wan S Q, Chou J F 2008 Nonlinear Proc. Geoph. 15 601
[19]	Scheffer M, Bascompte J,William A 2009 Nature 461 53
[20]	Carpenter S R, Brook W A 2006 Ecology Lett. 9 311
[21]	Guttal V, Jayaprakash C 2008 Ecology Lett. 11 450
[22]	Yu L,Hao B L 1984 Phase Transitions and Critical Phenomena (Beijing: Science Press) (in Chinese) [于渌, 郝柏林 1984 相变和临界现象 (北京: 科学出版社)]
[23]	Yan R, Jiang C S, Zhang L P 2011 Chin. J. Geophys. 54 1817 (in Chinese) [晏锐, 蒋长胜, 张浪平 2011 地球 54 1817]
[24]	Overland J E, Adams J M, Bond N A 1999 J. Climate 12 1542
[25]	Sun X J, Wang P X, Zhi H, Guo D 2011 Tran. Atmos. Sci. 34 74 (in Chinese)[孙晓娟, 王盘兴, 智海, 郭栋 2011 大气科学学报 34 74]
[26]	Wei F Y 1999 Modern Climatic Statistical Diagnosis and Forecasting Technology (Beijing: China Meteorological Press) pp62-76 (in Chinese) [魏凤英 1999 现代气候统计诊断与预测技术北京: 气象出版社第62–76页]
[27]	Bence J R 1995 Ecology 76 628
[28]	Dakos V, Scheffer M, van Nes E H, Brovkin V, Petoukhov V, Held H 2008 P. Natl. Acad. Sci. USA 105 14308
[29]	Zhao X C, Wu H B, He L 2008 J. Nanjing Inst. Meteor. 31 819 (in Chinese) [赵晓川, 吴洪宝, 何浪 2008 南京气象学院学报 31 819]
[30]	Xiao D, Li J P 2007 Chin. J. Atmos. Sci. 31 839 (in Chinese) [肖栋, 李建平 2007 大气科学 31 839]
[31]	Hou W, Feng G L, Dong W J, Li J P 2006 Acta Phys. Sin. 55 2663 (in Chinese) [侯威, 封国林, 董文杰, 李建平 2006 55 2663]
[32]	Guo Z H, Liao Q L, Li X 2005 Arid Land Geogr. 28 176 (in Chinese) [郭志海, 缪启龙, 李雄 2005 干旱区地理 28 176]
[33]	Gong Z Q, Feng G L 2008 Acta Phys. Sin. 57 3920 (in Chinese) [龚志强, 封国林 2008 57 3920]
[34]	Zeng H L, Gao X Q, Dai X G 2002 Plateau Meteor. 21 66 (in Chinese) [曾红玲, 高新全, 戴新刚 2002 高原气象 21 66]
[35]	Wang L Q, Li C Y, Tan Y K,Yan D 2010 Plateau Meteor. 29 23 (in Chinese) [王力群, 李崇银, 谭言科, 严冬 2010 高原气象 29 23]
[36]	Ren G C 1991 Acta Meteorol. Sin. 49 249 (in Chinese) [任广成 1991 气象学报 49 249]

[1]	Liu Qun-Qun, He Wen-Ping, Gu Bin. Application of nonlinear dynamical methods in abrupt climate change detection. Acta Physica Sinica, 2015, 64(17): 179201. doi: 10.7498/aps.64.179201
[2]	Liu Hong-Mei, Yang Chun-Hua, Liu Xin, Zhang Jian-Qi, Shi Yun-Long. Noise characterization of quantum dot infrared photodetectors. Acta Physica Sinica, 2013, 62(21): 218501. doi: 10.7498/aps.62.218501
[3]	Wu Hao, Hou Wei, Wang Wen-Xiang, Yan Peng-Cheng. Try to use Lyapunov exponent to discuss the abrupt climate change and its precursory signals. Acta Physica Sinica, 2013, 62(12): 129204. doi: 10.7498/aps.62.129204
[4]	Wu Hao, Feng Guo-Lin, Hou Wei, Yan Peng-Cheng. The early warning signals of abrupt climate change in different regions of china. Acta Physica Sinica, 2013, 62(5): 059202. doi: 10.7498/aps.62.059202
[5]	Yao Tian-Liang, Liu Hai-Feng, Xu Jian-Liang, Li Wei-Feng. Noise-level estimation of noisy chaotic time series based on the invariant of the largest Lyapunov exponent. Acta Physica Sinica, 2012, 61(6): 060503. doi: 10.7498/aps.61.060503
[6]	Wang Can-Jun, Li Jiang-Cheng, Mei Dong-Cheng. Effect of noises on the stability of a metapopulation. Acta Physica Sinica, 2012, 61(12): 120506. doi: 10.7498/aps.61.120506
[7]	Wu Hao, Hou Wei, Yan Peng-Cheng, Feng Guo-Lin. The preliminary research about the precursory signals of abrupt climate change based on critical slowing down phenomenon. Acta Physica Sinica, 2012, 61(20): 209202. doi: 10.7498/aps.61.209202
[8]	Zhang Chun-Min, Huang Wei-Jian, Zhao Bao-Chang. Analysis and evaluation on the noise of novel polarization interference imaging spectrometer. Acta Physica Sinica, 2010, 59(8): 5479-5486. doi: 10.7498/aps.59.5479
[9]	Feng Guo-Lin, Zhang Lu, Zhang Da-Quan. Analysis of precursors and predictability of PDSI extremes in China. Acta Physica Sinica, 2010, 59(8): 5896-5903. doi: 10.7498/aps.59.5896
[10]	Yang Yong-Feng, Wu Ya-Feng, Ren Xing-Min, Qiu Yan. The effect of random noise for empirical mode decomposition of nonlinear signals. Acta Physica Sinica, 2010, 59(6): 3778-3784. doi: 10.7498/aps.59.3778
[11]	Wang Hui-Qiao, Yu Lian-Chun, Chen Yong. Effects of channel noise on metabolic energy cost of action potentials. Acta Physica Sinica, 2009, 58(7): 5070-5074. doi: 10.7498/aps.58.5070
[12]	Liang Xiao-Bing, Liu Xi-Shun, Liu An-Zhi, Wang Bo-Liang. The transmission of weak signal in one-way coupled Hodgkin-Huxley neural system. Acta Physica Sinica, 2009, 58(7): 5065-5069. doi: 10.7498/aps.58.5065
[13]	He Liang, Du Lei, Zhuang Yi-Qi, Li Wei-Hua, Chen Jian-Ping. Multiscale entropy complexity analysis of metallic interconnection electromigration noise. Acta Physica Sinica, 2008, 57(10): 6545-6550. doi: 10.7498/aps.57.6545
[14]	Wang Qi-Guang, Zhang Zeng-Ping. The research of detecting abrupt climate change with approximate entropy. Acta Physica Sinica, 2008, 57(3): 1976-1983. doi: 10.7498/aps.57.1976
[15]	Liu Ze-Zhuan, Yang Zhi-An. Influence of noise on self-trapping of Bose-Einstein condensates in double-well trap. Acta Physica Sinica, 2007, 56(3): 1245-1252. doi: 10.7498/aps.56.1245
[16]	. Research on noise correlation dimension of metallic interconnection electromigration. Acta Physica Sinica, 2007, 56(12): 7176-7182. doi: 10.7498/aps.56.7176
[17]	Gong Zhi-Qiang, Feng Guo-Lin, Dong Wen-Jie, Li Jian-Ping. The research of dynamic structure abrupt change of nonlinear time series. Acta Physica Sinica, 2006, 55(6): 3180-3187. doi: 10.7498/aps.55.3180
[18]	Feng Guo-Ling, Gong Zhi-Qiang, Dong Wen-Jie, Li Jian-Ping. Abrupt climate change detection based on heuristic segmentation algorithm. Acta Physica Sinica, 2005, 54(11): 5494-5499. doi: 10.7498/aps.54.5494
[19]	Cheng Qing-Hua, Cao Li, Wu Da-Jin. Stochastic resonance in a single-mode laser driven by the colored pump noise with signal modulation and the quantum noise with cross-correlation between the real and imaginary parts. Acta Physica Sinica, 2004, 53(8): 2556-2562. doi: 10.7498/aps.53.2556
[20]	Zhu Heng-Jiang, Li Rong, Wen Xiao-Dong. Extracting information signal under noise by stochastic resonance. Acta Physica Sinica, 2003, 52(10): 2404-2408. doi: 10.7498/aps.52.2404

Catalog

Vol. 62, Issue 3 - 2013-02-05

Metrics

Abstract views: 9179
PDF Downloads: 810
Cited By: 0

姓名
邮箱
手机号码
标题
留言内容
验证码

Search

Article

留言板