1. Introduction

The northern edge of the East Asian summer monsoon(EASM) is considered to be the northernmost boundary to which this summer monsoon system can advance, and as the transition zone between the monsoon and non-monsoon area. Its south–north displacement exerts direct in fluences on the weather and climate change over East Asia,especially for the edge region where the ecological system is fragile (Xu and Qian 2003; Lin and Qian 2012), as manifested, for example, by the occurrence of extreme drought in Northwest China, rainstorms in eastern Northwest China(Tang, Sun, and Qian 2007), and sand-dust in northern China (Sun, Tang, and Li 2008). Hence, the variability of the northern edge of the EASM is a topic of great scientific importance and practical significance, considering its prominent socioeconomic impacts throughout China (Li et al. 2013).

Substantial efforts have been devoted to investigating the characteristics of the northern edge of the EASM,including its northward shift, withdrawal, and in fluence on the surrounding climate variability (Tang 1983;Wang et al. 1999; Hu and Qian 2007; Li and Han 2008).According to previous research, the northern edge of the EASM exhibits significant interannual and interdecadal variations (Wu, Liu, and Xie 2005; Jiang et al. 2006;Qian et al. 2007; Sun, Tang, and Li 2008). For instance, on the interannual timescale, the meridional displacement of the northern edge of the EASM varies from year to year. On the interdecadal timescale, many studies have focused on the interdecadal shift of the northern edge of the EASM in the late 1970s and its relationship with East Asian rainfall (Jiang et al. 2006; Tang, Qian, and Liang 2006; Fu and Liu 2007; Jiang et al. 2008; Li and Han 2008),while much less attention has been paid to its causes,with the notable exception of Wang and Li (2011) who proposed that the changes in surface sensible heat flux over the arid region of Northwest China may in fluence the northern boundary of the EASM.

It is well known that the EASM systems have undergone remarkable interdecadal changes, not only in the late 1970s but also the early 1990s (Kwon, Jhun, and Ha 2007; Lv, Zhang, and Chen 2011; Zhu, Li, and He 2014;Zhang et al. 2016; Zhu and Li 2017). Most previous studies suggest that the northern edge of the EASM witnessed a significant interdecadal southward movement around the late 1970s. However, whether the northern edge of the EASM also experienced an interdecadal change in the early 1990s remains unclear. Hence, the objective of the present study is to answer the following questions: Was there an interdecadal change in the northern edge of the EASM around the early 1990s? And if so, what mechanism was responsible for this interdecadal change?

The paper is organized as follows: The data-set and methodology are brie fly described in Section 2. The variability of the northern edge of the EASM based on empirical orthogonal function (EOF) analysis is investigated in Section 3. The possible mechanism responsible for the interdecadal changes in the northern edge of the EASM is discussed in Section 4. And finally, a summary of the study’s key findings is provided in Section 5.

正式工作后，几十平方米的格子间里开始留下我风风火火的身影，我不停地开拓客户想站稳脚跟。可是，我却忽略了一个重要的群落——同事。

2. Data-set and methodology

2.1. Data-set

It is well known that the activity of the EASM is characterized by remarkable enhancements in precipitation and southerly wind. Hence, related parameters, such as precipitation, water vapor transport, and the wind field,have been applied to study the variability of the northern edge of the EASM in many previous studies (Wang et al.1999; Tang, Qian, and Liang 2006; Li and Han 2008). For example, Qian et al. (2007) determined the northern edge of the EASM using the precipitation isocline of 4 mm d−1.Tang, Qian, and Liang (2006) used the vertically integrated meridional water vapor flux (Qv) equaling 5 kg m−1 s−1 to measure the northern edge of the EASM by considering that the summer monsoon water transport over East Asia is dominated by meridional transport (Huang et al.1998; Zhu, He, and Qi 2012). In addition, Jiang et al. (2006)found that the variability of the ridge of the subtropical high (U500 hPa = 0 m s−1) was consistent with the northern position of the monsoon front and could partly reveal the northerly advancement of the EASM. The pentad means of these indices are displayed in Figure 1, showing the climatological northward movement of the edge from winter to summer. The variations of these indices are consistent in revealing the northward advancement of the EASM and the time taken to reach the northern boundary both in the western part (Figure 1(a)) and the eastern part (Figure 1(c)). The consistency among these indices is even more obvious when the area mean between 105°E and 135°E is considered (Figure 1(d)). However, the index of the ridge of the subtropical high (U500 hPa = 0 m s−1) shows some subtle differences insofar as its position is relatively more southward compared with the other indexes. The northern edge measured by the precipitation and wind is characterized by many small-scale perturbations along the edge(Figure 1), and these indices might suffer from their own weaknesses in identifying the large-scale variation of the northern edge of the EASM.

会计专业的学习在现阶段仍以理论教学为主，实训的时间很少。虽然理论课的讲解可以让学生掌握到更多的知识，但仅靠理论知识是远远不够的。同时，学校对于会计实训的资金投入不足，很多职业学校的会计实训模拟室的建造不符合标准，很多会计训练无法在实训模拟室中呈现出来。

The interdecadal variation of the northern edge of the EASM around the early 1990s may be attributable to the anticyclonic anomaly over Mongolia, i.e. a weakening of the Mongolian low. The northerly flow anomaly to the east of the Mongolian anticyclonic anomaly prevented the northward advancement of the EASM, resulting in a southward shift of the edge after 1993/1994. It was found that the meridional inhomogeneity of the surface warming, i.e. increasing temperature to the west of the Lake Baikal area, was more prominent than that over the Inner Mongolian Plateau adjacent to North China. Such inhomogeneous warming would have led to reduced local atmospheric baroclinicity, and thus might have effectively suppressed the extratropical cyclone activity over Mongolia. Accordingly, the southerly monsoon flow would have been hindered after 1993/1994.

2.2. Methodology

The vertically integrated meridional water vapor flux (Qv)is calculated as

这类平台的特点是能够依靠电商平台为其提供大量的潜在用户，不仅本身能够通过借贷盈利，在为用户提供极大便利性的同时能反过来加强用户对平台的依赖性，提升平台收益。淘宝、京东曾推出“京东校园白条”、“天猫校园分期”、等专门针对大学生的互联网消费分期产品。目前大学生主要使用的消费分期产品有“蚂蚁花呗”、“京东白条”等。

(3)耕地面积先减少后增加再减少，总体呈减少趋势；建设用地面积一直呈增长趋势。2008—2010年间的土地利用综合动态度最大。

The possible causes of the interdecadal weakening of the Mongolian low are also investigated. Surface warming in the Lake Baikal region was proposed by Zhu et al.(2012, 2013) as a possible reason. Our results suggest that East Asia was covered by a large range of significant warming after 1993 (Figure 4(c)). To verify this, the interdecadal difference in the surface temperature between the two epochs is composited (Figure 4(c)). A wide area over the northern part of East Asia experiences a significant warming after 1993, especially to the west of the Lake Baikal area (at about 50°N), with the maximum warming exceeding 3 K. Notably, the amplitude of the surface warming is much smaller to the south over the Inner Mongolia Plateau (～40°N), leading to an obvious south–north contrast in temperature. Such meridional inhomogeneity of the surface warming in the northern part of East Asia may have played an important role in the interdecadal weakening of the Mongolian low, which may in turn have resulted in the interdecadal change in the northern edge of the EASM.

3. Variability of the northern edge of the EASM

3.1. De finition of the northern edge of the EASM

A global six-hourly data-set derived from ERA-Interim at a spatial resolution of 1° × 1°, including the total column water vapor (TCWV), specific humidity, horizontal wind,geopotential height, surface pressure, and skin temperature, is used in this study (Dee et al. 2011). In addition,daily rain gauge data from 756 meteorological stations,provided by the Chinese Meteorological Data Service Network, are also applied, after interpolation onto a 1° × 1°grid. The data period is 1979–2015, and all the six-hourly and daily data are converted into pentad-mean data.

Figure 1. Climatological annual cycle of the pentad-mean total column water vapor (TCWV, red line), 500-hPa zonal wind (magenta line), meridional water vapor flux (Qv, blue line), and precipitation (gray line), at (a) 108°E, (b) 115°E, (c) 125°E, and (d) the average over 105°–135°E. Notes: The red thick curve is the isocline of TCWV = 30 mm. The magenta line represents the zonal wind at 500 hPa where U500 = 0 m s−1 (Jiang et al. 2006). The blue line represents the vertically integrated Qv = 5 kg m−1 s−1 (Tang, Qian, and Liang 2006). The gray line indicates the precipitation of 4 mm d−1 (Qian et al. 2007).

Compared with these variables, TCWV has been suggested as a better proxy to measure the distributions of both moisture and rainfall on a broader spatial scale(Tang et al. 2010); plus, it is a relatively steady variable.Furthermore, Zeng and Lu (2004) pointed out that TCWV could largely re flect the physical nature of the EASM.Therefore, in this paper, TCWV is used to identify the northern edge of the EASM. In Figure 1, we note that the TCWV equal to 30 mm is consistent with the above indices in describing the climatological northward movement of the EASM over both the western and eastern parts of East Asia.Other TCWV criteria apart from 30 mm were also examined, and it was found that 30 mm is better for identifying the variability of the northern edge of the EASM ( figure not shown). Therefore, the criterion of TCWV = 30 mm is proposed to identify the northern edge of the EASM.

Accordingly, the northern edge of the EASM is de fined as the latitude where the pentad TCWV equals 30 mm and lasts for at least two pentads at each longitude over East Asia (105°–135°E). As shown in Figure 1, compared with other indices, the index de fined using TCWV has its own advantages; for instance, the northern edge of the EASM is smoother and some local perturbations are ruled out.Hence, the index de fined in this study is more appropriate in portraying the large-scale characteristics of the EASM.Moreover, the latest pentad when the most northern point of the summer monsoon at each longitude over 105°–135°E satis fies the above condition is taken as the arrival time of the northern edge of the EASM for each year.

3.2. Interdecadal variation of the northern edge of the EASM

定义 3[9] (1) Hom-Jordan李代数(L,[·,·]L,α,δ)称为保积的,若α为态设,满足α([x,y])=[α(x),α(y)]; (2) 子空间η⊆L称为Hom-Jordan李代数(L,[·,·]L,α,δ)的Hom理想,若α(η)⊆η并且[x,y]η, ∀η, L。

To analyze the spatial and temporal characteristics of the northern edge of the EASM, an EOF analysis based on the latitude where the northern edge reaches over East Asia during 1979–2015 is conducted. The abnormal latitude value of the northern edge at each longitude during 1979–2015 is the input to the EOF analysis. The spatial pattern of the first EOF mode (EOF1) and its corresponding time coefficient are displayed in Figure 2(b) and (c). The leading mode accounts for 60.2% of the total variance.In Figure 2(b), the spatial pattern of EOF1 is of the same sign, indicating synchronous south–north displacement of the northern edge in both the eastern and western parts.However, the magnitude to the east of 120°E is much larger than that to the west, suggesting a much larger meridional variability of the northern edge of the EASM over Northeast China, which is consistent with its yearly displacement shown in Figure 2(a). Besides the interannual variation, there is a significant interdecadal variation in the corresponding principal component (PC1) based on the 9-yr running mean of PC1. The PC1 shifts from positive to negative around the early 1990s. Therefore, this mode captures an interdecadal southward shift of the northern edge of the EASM around 1993. Another shift in 2007/2008 is also noted in Figure 2(c). The robustness of these two shifts was also found using 11-yr and 13-yr running windows( figures not shown). In this study, only the interdecadal change around 1993 is discussed in detail.

Figure 2. (a) Location of yearly northern edges (orange lines) of the EASM during 1979–2015 and their average position (black line) during the same period. (b) First EOF mode of the location of the northern edge of the EASM, and (c) the corresponding time coefficient from 1979 to 2015. Note: The red curve in (c) represents the 9-yr running mean of PC1.

4. Possible mechanisms responsible for the 1993/1994 shift of the northern edge of the EASM

The above results show that the northern edge of the EASM withdrew southward after 1993, especially over Northeast China. To investigate the possible underlying mechanisms,two periods, 1979–1993 and 1994–2007 (referred to as epoch 1 and epoch 2, respectively), are selected for further investigation. Composite analysis is performed based on the pentads when the monsoon reached the northern edge in each year. Figure 3(a) and (b) show the mean 850-hPa horizontal winds when the monsoon reached the northern edge during 1979–1993 and 1994–2007, respectively. In epoch 1, strong southerly winds are observed to the east of 105°E, which can advance to the north of 50°N.For epoch 2, the southerly winds shift eastward, and strong southerly winds are mainly advected by the western Pacific subtropical high appearing mostly over the western North Pacific to the east of 120°E. The monsoon flow is much weaker over East China. Over northern East Asia, compared with that in epoch 1, the southerly winds withdraw much more southward in epoch 2 between 120°E and 140°E. In the difference field (i.e. the 1994–2007 mean minus the 1979–1993 mean), a significant anticyclonic anomaly appears over the Mongolian region (40°–50°N, 90°–120°E)(Figure 3(c)). This indicates the Mongolian extratropical cyclone weakened during the period 1994–2007. The significant northerly anomaly to the east of the Mongolian extratropical anticyclonic anomaly over Northeast China may have prevented the northward advancement of the EASM, resulting in the interdecadal southward displacement of its northern edge.

By its very nature, the extratropical anticyclonic anomaly over Mongolia is indicative of a lower frequency of extratropical cyclonic activity over Mongolia. As stated by Zhang (2017), the accumulative effect of extratropical cyclone activity over Mongolia can be illustrated by the large-scale summertime Mongolian low. Hence, the interdecadal differences in the surface pressure and geopotential height at 850 hPa where the Mongolian low mainly exists are analyzed (Figure 4(a) and (b)). As we can see,there are significant positive anomalies over Mongolia in both the surface pressure and 850-hPa geopotential height. This pronounced interdecadal weakening of the Mongolian low indicates inactive extratropical cyclone activity, and hence weak southerly flow over North and Northeast China during 1994–2007, which is consistent with previous studies (Wu et al. 2010; Zhu et al. 2013;Zhang et al. 2016; Zhang 2017).

According to the criterion given above, Figure 2(a) shows the location of the northern edge of the EASM during 1979–2015. The geographical location of the northern edge of the EASM reaches 35°N in North China and 52°N in Northeast China, showing a southwest–northeast tilting structure, which is consistent with the results presented in previous studies (Tao and Chen 1985; Tang, Qian, and Liang 2006). The interannual variation of the northern edge of the EASM is pronounced, especially over Northeast China to the east of 120°E.

EOF analysis and composite analysis are used in this study. The significance of the results is evaluated via the two-sided Student’s t-test at the 0.1 significance level.

The modulation of the interdecadal weakening of the Mongolian low by the meridional inhomogeneity of the surface warming over East Asia was studied by Zhang(2017). It was proposed that the meridional inhomogeneity of surface warming over East Asia would weaken the vertical wind shear over Mongolia and result in a significant decrease in static stability, thus leading to a weakening of local atmospheric baroclinicity. This is disadvantageous to the occurrence and development of regional synoptic extratropical cyclone activity over Mongolia. The cumulative effect of such a reduced frequency of Mongolian cyclone activity would have been conducive to a weakening of the Mongolian low after 1993/1994. To summarize,the spatially uneven surface warming over East Asia in epoch 2 hindered the Mongolian low through weakening the local atmospheric baroclinicity, thus favoring the withdrawal of the southerly flow over East Asia, which was in tandem with the southward movement of the northern edge of the EASM.

where g is gravitational acceleration, Ps is surface pressure,q is specific humidity, and v is meridional wind.

Figure 3. Mean horizontal wind at 850 hPa (vectors; units: m s−1)for the period (a) 1979–1993 and (b) 1994–2007, averaged for all pentads when the monsoon reached the identified northern edge of the EASM in each year, and (c) their difference (1994–2007 minus 1979–1993). Notes: The shading in (c) denotes differences exceeding the 90% con fidence level based on the Student’s t-test. The area within the red box is the main research area for the northern edge of the EASM.

5. Summary

The northern edge of the EASM was de fined in this study as the latitude where the TCWV equals 30 mm and lasts for at least two pentads. Climatologically, the northern edge is characterized by a southwest–northeast tilting structure. Besides interannual variation, the meridional displacement of the northern edge of the EASM shows strong interdecadal variation during 1979–2015, especially over Northeast China, where the variability is most prominent. Based on EOF analysis, the northern edge of the EASM exhibits a striking interdecadal change around 1993. Specifically, it experienced an obvious southward shift after 1993 and a distinct northward movement after 2007.

这部分学生普遍认同中医药文化理念，肯定中医药文化的重要价值，并渴望有更多机会接触、学习中医药文化。笔者所在高校主要实行现代医学文化教育体系，学生也是先了解西方现代医学，深受其影响和熏陶，形成了西方医学思维方式。但众所周知，中医药学与西医学是两种完全不同的理论体系，其思维方式、研究方法和治疗手段均有所不同。中医药学是在古代哲学、天文学等基础上，借助人们对自然和世界的宏观观察，在辩证思维、演绎思维下形成和发展的知识系统，强调整体观[3]。这类学生由于自身传统文化底蕴不足，不具备中医药思维方式，导致学习过程中对复杂、广泛的中医药知识理解不够，掌握程度也不高，实际运用能力差。

Figure 4. Difference in (a) surface pressure (units: hPa), (b) 850-hPa geopotential height (units: hPa), and (c) skin temperature(units: K) between 1994–2007 and 1979–1993. Note: The dots represent differences exceeding the 90% con fidence level based on the Student’s t-test.

Acknowledgement

We thank the anonymous reviewers for their helped comments and suggestions.

Disclosure statement

No potential conflict of interest was reported by the authors.

Funding

This research was jointly supported by National Key Basic Research and Development Projects of China [grant number 2016YFA0600601] and the National Natural Science Foundation of China [grant numbers 41530503, 41405045, and 41605027].

References

Dee, D. P., S. M. Uppala, A. J. Simmons, P. Berrisford, P. Poli,S. Kobayashi, U. Andrae, et al. 2011. “The ERA-interim Reanalysis: Con figuration and Performance of the Data Assimilation System.” Quarterly Journal of the Royal Meteorological Society 137: 553–597. doi:10.1002/qj.828.

Fu, Y. H., and X. F. Liu. 2007. “Interdecadal Fluctuations of the Monsoon’s Boundary Zone in the Northern China.” Journal of Nanjing Institute of Meteorology (in Chinese) 30 (1): 94–100.doi:10.3969/j.issn.1674-7097.2007.01.013.

Hu, H. R., and W. H. Qian. 2007. “Con firmation of the Northern Margin of East Asian Summer Monsoon.” Progress in Natural Science (in Chinese) 17 (1): 57–65. doi:10.3321/j.issn:1002-008X.2007.01.009.

Huang, R. H., Z. Zhang, G. Huang, and B. H. Ren. 1998.“Characteristics of the Water Vapor Transport in East Asian Monsoon Region and Its Difference from That in South Asian Monsoon Region in Summer.” Scientia Atmospheric Sinica 22:368–379.

Jiang, Z. H., J. H. He, J. P. Li, J. Yang, and J. Wang. 2006.“Northerly Advancement Characteristics of the East Asian Summer Monsoon with Its Interdecadal Variations.” Journal of Geography 61 (7): 675–686. doi:10.3321/j.issn:0375-5444.2006.07.001.

Jiang, Z. H., S. Yang, J. He, J. Li, and J. Liang. 2008. “Interdecadal Variations of East Asian Summer Monsoon Northward Propagation and In fluences on Summer Precipitation over East China.” Meteorology & Atmospheric Physics 100 (1–4):101–119. doi:10.1007/s00703-008-0298-3.

Kwon, M. H., J. G. Jhun, and K. J. Ha. 2007. “Decadal Change in East Asian Summer Monsoon Circulation in the mid-1990s.” Geophysical Research Letters 34 (21): 377–390.doi:10.1029/2007GL031977.

Li, C., and X. Han. 2008. “Relationship of Northern Boundary of East Asian Summer Monsoon and Summer Precipitation in Eastern Part of China.” Plateau Meteorology (in Chinese) 27 (2):325–330.

Li, D. L., P. C. Shao, H. Wang, and L. Chen. 2013. “Advances in Research of the North Boundary Belt of East Asia Subtropical Summer Monsoon in China.” Plateau Meteorology (in Chinese)32 (1): 305–314. doi:10.7522/j.issn.1000-0534.2012.00030.

Lin, X., and W. H. Qian. 2012. “Review of the Global Monsoon and Monsoon Marginal Zones.” Advances in Earth Science (in Chinese) 27 (1): 26–34.

Lv, X. Y., X. Z. Zhang, and J. N. Chen. 2011. “The Inter-decadal Variability of North-South Movement of East Asian Summer Monsoon and Its Effect on the Regional Rainfall over China.”Journal of Tropical Meteorology (in Chinese) 27 (6): 860–868.

Qian, W. H., X. Lin, Y. F. Zhu, Y. Xu, and J. L. Fu. 2007. “Climatic Regime Shift and Decadal Anomalous Events in China.”Climatic Change 84 (2): 167–189. doi:10.1007/s10584-006-9234-z.

Sun, G. W., X. Tang, and J. P. Li. 2008. “Study on the Northern Margin and Sandstorm of Summer Monsoon.” Plateau Meteorology (in Chinese) 27 (5): 1088–1093.

Tang, M. 1983. “The Advance and Retreat of the 1979 Summer Monsoon Onset over East China.” In Proceedings of the Symposium on the Summer Monsoon in Southeast Asian, 15–28. Kunming: Yunnan People’s Press.

Tang, X., B. Chen, L. Ping, and W. Qian. 2010. “De finition and Features of the North Edge of the East Asian Summer Monsoon.” Journal of Meteorology. (English Edition) 24 (1):43–49.

Tang, X., W. H. Qian, and P. Liang. 2006. “Climatic Features of Boundary Belt for East Asian Summer Monsoon.” Plateau Meteorology (in Chinese) 25 (3): 375–381. doi:10.3321/j.issn:1000-0534.2006.03.003.

Tang, X., G. W. Sun, and W. H. Qian. 2007. Study on the Northern Margin of the Asian Summer Monsoon. (In Chinese). Beijing:Meteorological Press.

Tao, S. Y., and L. X. Chen. 1985. “The East Asia Summer Monsoon.”In Proceedings of International Conference on Monsoon in the Far East, 1–11.Tokyo, November 5–8.

Wang, H., and D. L. Li. 2011. “Correlation of Surface Sensible Heat Flux in the Arid Region of Northwestern China with the Northern Boundary of the East Asian Summer Monsoon and Chinese Summer Precipitation.” Journal of Geophysical Research Atmospheres 116 (D19): 1441–1458.doi:10.1029/2011jd015696.

Wang, A. Y., C. S. Wu, W. S. Lin, Y. Yang, R. Q. Feng, Z. M. Gu, and J. J.Liang. 1999. “The De finition of the Advance and Retreat of the Summer Monsoon in China.” Plateau Meteorology (in Chinese)18 (3): 400–408. doi:10.3321/j.issn:1000-0534.1999.03.016.

Wu, C. G., H. S. Liu, and A. Xie. 2005. “Inter-decadal Characteristics of the In fluence of Northward Shift and Intensity of Summer Monsoon on Precipitation over Northern China in Summer.” Plateau Meteorology (in Chinese) 24 (5): 656–665.doi:10.3321/j.issn:1000-0534.2005.05.002.

Wu, R. G., Z. P. Wen, S. Yang, and Y. Q. Li. 2010. “An Interdecadal Change in Southern China Summer Rainfall around 1992/93.”Journal of Climate 23: 2389–2403. doi:10.1175/2009jcli3336.1.

Xu, Y., and W. H. Qian. 2003. “Research on East Asian Summer Monsoon: A Review.” Journal of Geographical Sciences (in Chinese) 58 (S1): 138–146. doi:10.3321/j.issn:0375-5444.2003.z1.017.

Zeng, X., and E. Lu. 2004. “Globally Unified Monsoon Onset and Retreat Indexes.” Journal of Climate 17: 2241–2248.

Zhang, H. Y. 2017. “A Study on the Inter-decadal Change in the East Asian Summer Monsoon around the Early 1990s.”Doctoral dissertation, SunYat -sen University.

Zhang, H. Y., Z. P. Wen, R. G. Wu, et al. 2016. “Inter-decadal Changes in the East Asian Summer Monsoon and Associations with Sea Surface Temperature Anomaly in the South Indian Ocean.” Climate Dynamic 48 (3): 1–15. doi:10.1007/s00382-016-3131-6.

Zhu, Z., J. He, and L. Qi. 2012. “Seasonal Transition of East Asian Subtropical Monsoon and Its Possible Mechanism.” Journal of Tropical Meteorology (English Edition) 18 (3): 305–313. doi:10.16555/j.1006-8775.2012.03.004.

Zhu, Z. W., J. He, S. Zhong, and K. Shang. 2013. “The Climatic Effect of Decadal Shift of the East Asian Atmospheric Circulation in Spring and Summer and Its Possible Causes.”Acta Meteorologica Sinica (in Chinese) 71 (3): 440–451.doi:10.11676/qxxb2013.037.

Zhu, Z., and T. Li. 2017. “Amplified Contiguous United States Summer Rainfall Variability Induced by East Asian Monsoon Interdecadal Change.” Climate Dynamics 2017: 1–14.doi:10.1007/s00382-017-3821-8.

Zhu, Z. W., T. Li, and J. He. 2014. “Out-of-Phase Relationship between Boreal Spring and Summer Decadal Rainfall Changes in Southern China.” Journal of Climate 27 (3): 1083–1099. doi:10.1175/JCLI-D-13-00180.1.

Zhu, C., B. Wang, W. Qian, and B. Zhang. 2012. “Recent Weakening of Northern East Asian Summer Monsoon: A Possible Response to Global Warming.” Geophysical Research Letters 39 (9): 9701. doi:10.10299/2012gl051155.