Role of solar activity and Pacific decadal oscillation in the hydroclimatic patterns of eastern China over the past millennium
Introduction
Multiscale variations and differences in regional drought/flood patterns have drawn increasing attention in recent years, since they help explain the spatial–temporal characteristics of global monsoons and hydroclimate under climate change (Trenberth et al., 2014; Freychet et al., 2015; Kamizawa and Takahashi, 2018; Zhang and Zhou, 2019). The Sixth Assessment Report of the Intergovernmental Panel on Climate Change (IPCC AR6) has revealed that climate change may be closely related to anomalous hydroclimatic patterns in many parts of the world, profoundly influencing the global climate extremes and water resources (IPCC, 2021). Hence, important scientific questions have been raised concerning the key factors that affect global hydroclimatic patterns. On long-term time scales, solar activity determines the balance of the energy budget in the atmosphere and is a major natural external forcing factor influencing the global dry–wet status (Kiehl and Trenberth, 1997; Gray et al., 2010; Weng, 2012; Zhang et al., 2020).
Solar activity has important influences on hydroclimatic pattern variations through the modulation of large-scale tropospheric circulation systems throughout mid–low latitudes (Gleisner and Thejll, 2003); it causes anomalous variations in convective activity, monsoons, and other climate systems in regions under the influence of the Pacific and Indian oceans (Xu and Yang, 1993; Kodera, 2004; Gupta et al., 2005; van Loon et al., 2007; Camp and Tung, 2007). To inform collective efforts to mitigate the global effects of climate extremes and water resource shortages under future climate change scenarios, an improved understanding of hydroclimatic responses to solar activity is needed (McGowan et al., 2010; Nichols and Huang, 2012; Czymzik et al., 2016).
Located in the East Asian monsoon region, eastern China (EC) is an ideal area for investigating the response of hydroclimatic patterns to solar activity (Peng et al., 2009; Li et al., 2011; Jiang et al., 2016; Freychet et al., 2017). For example, variations in the latitude of the rain belt in central–eastern China during the onset of the East Asian summer monsoon (EASM) depend on the periodic phases and number of sunspots (Zhao et al., 2012; Zhao and Wang, 2014). Additionally, solar activity has remarkable effects on the drought/flood patterns in EC; it causes high-frequency variations in the EASM and influences the intensity of the Asian monsoon, particularly on the decadal–centennial scale (Wu et al., 2006; Tan et al., 2007). However, the specific contributions of solar activity to hydroclimatic patterns are still partly obscure, due to the complexity of the climate system (Haarsma et al., 2000; Bauer et al., 2003). For instance, although tripole-like patterns of the ensemble mean have been observed in relation to flood in the middle and lower reaches of the Yangtze River, and to droughts in southern China (SC) and northern China (NC), the hydroclimatic patterns observed during different periods of solar maxima are different from each other (Ge et al., 2016).
Modern climatologists have focused on the pronounced effects of internal variabilities (e.g., the El Niño–Southern Oscillation (ENSO), the North Atlantic Oscillation (NAO), the Atlantic Multidecadal Oscillation (AMO), and the Pacific Decadal Oscillation (PDO), and other factors) on the climate system (Dong and Zhou, 2014; van Loon and Meehl, 2014; Dai et al., 2015; Roy and Kripalani, 2019; Dong et al., 2021). Of these, the PDO plays an indispensable role in modulating the global atmospheric circulation, especially on the decadal–centennial scale (Mochizuki et al., 2010; Chylek et al., 2014; McAfee, 2014; Zhang and Delworth, 2016; Geng et al., 2019). Numerous studies have demonstrated that the PDO has deeply influenced the variations in drought/flood patterns in China over the last 50 years, especially in EC (Deng et al., 2009; Zhu et al., 2011, Zhu et al., 2015). In addition to its direct interaction with climate, the PDO is closely associated with solar activity and affects the regional climatic response to radiation (Chiacchio et al., 2010; Maruyama et al., 2017). It has been suggested that solar forcing, fluctuating on a quasi-centennial time scale, acted as a pace-maker of the PDO before 1850 (Shen et al., 2006).
Previous studies have mainly emphasized the dominant role of external forcings or internal variabilities in modulating the hydroclimate in EC (Peng et al., 2010; Wang et al., 2013; Peng et al., 2015; Ge et al., 2016); meanwhile, few works have focused on both of their effects and the underlying mechanisms. Ning et al. (2020) found that decadal megadroughts in EC are associated with volcanic eruptions and sea surface temperature anomalies (SSTA) in the western Pacific, suggesting the possibility of both effects of internal variabilities and external forcings on the regional hydroclimate. In this paper, we study the mechanism linking solar activity and the PDO to hydroclimatic patterns in EC based on the climatic reconstructions and simulations. Our findings can be used as a basis for future assessments of climate extremes and water resources in EC and Asia in general.
The remainder of this paper is organized as follows. The datasets, methods, and experimental design used in this study are described in Section 2. The reconstructions and simulations of hydroclimatic patterns in EC, accompanied by anomalous solar activity and various PDO phases, are introduced in Section 3. The circulation responses to the effects of solar activity and PDO phases, as well as the possible mechanism, are revealed in Section 4. The responses of the SSTA patterns over the North Pacific (NP) to initial PDO phases and solar activity are discussed in Section 5. Finally, conclusions are provided in Section 6.
Section snippets
Reconstructed hydroclimate dataset in EC over the past millennium
In this study, a dataset of the severity of drought/flood in EC over the past millennium, derived from the descriptions of drought/flood disasters in Chinese historical documents, was employed to reconstruct the hydroclimatic patterns (Zhang, 1996). The severity of drought/flood was classified into five grades (from 1 to 5) based on a normal distribution: the value of 1 corresponded to severe drought (10%), 2 to drought (20%), 3 to normal state (40%), 4 to flood (20%), and 5 to heavy flood
Reconstructed hydroclimatic patterns in EC
Fig. 5 shows the hydroclimatic patterns based on the DDF in EC during the representative periods accompanied by various PDO phases and anomalous solar activity (listed in Table 2). Notably, the records of some sites were largely missing during the representative periods, so their DDF values were not displayed. According to Fig. 5, there were obvious hydroclimatic patterns under the most of conditions for various PDO phases and solar activities. Compared with the results regulated by weak solar
Circulations forced by strong solar activity and initialized from various PDO phases
To investigate the mechanism behind hydroclimatic responses in EC to solar activity and the PDO, the characteristics of atmospheric circulation were exhibited. Fig. 8 presents the composite image of the GH anomalies at 500 hPa forced by strong solar activity. In the experiments initialized from the cold PDO phase (Fig. 8a), there was a spatial pattern with negative anomalies centered in the Okhotsk Sea and positive anomalies located in the midlatitude Pacific that resembled the GH distribution
Discussion
Based on the climatic reconstructions and simulations, the roles of solar activity and the PDO phases in hydroclimatic patterns of EC over the past millennium were investigated. Overall, the CESM performed reasonably well in reproducing the reconstructed hydroclimatic patterns accompanied with various PDO phases and anomalous solar activity, highlighting the indispensable role of solar activity and PDO in modulating the regional hydroclimatic patterns in EC. Some studies have clarified the
Conclusions
Solar activity and PDO phases are known to affect decadal–centennial hydroclimatic patterns in EC, but the detailed mechanisms for their effects remains unclear. Based on the climate reconstructions and simulations, the role of solar activity and the PDO phases in hydroclimatic patterns of EC over the past millennium were examined, and the mechanisms from the atmospheric circulations behind these anomalous hydroclimatic patterns were clarified.
The EOF analysis was used to extract the dominant
Declaration of Competing Interest
The authors declare that they have no known competing financial interests or personal relationships that could have appeared to influence the work reported in this paper.
Acknowledgments
This work was supported by grants (to IGSNRR) from the National Natural Science Foundation of China (41831174) and Strategic Priority Research Program of the Chinese Academy of Sciences (XDA19040101). The reconstructed series of solar variations over the past millennium can be accessed from http://www.ncdc.noaa.gov/data-access/paleoclimatology-data/datasets/climate-forcing and http://cdsarc.u-strasbg.fr/viz-bin/qcat?J/A+A/531/A6. The PDO index used for selecting the representative periods for
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