The spatial pattern and rate of the strain accumulation during the interseismic phase are very important for interpreting the mechanisms of earthquakes and for evaluating the seismic potentials of faults (Navarro et al., 2003; Fialko, 2006; Moreno et al., 2010).
5.1 Different impacts of major earthquakes on the Xianshuihe Fault Zone
The current deformation characteristics of the Xianshuihe Fault Zone can be described by the strain rate field, the fault slip across the block boundaries, and the fault coupling based on geodetic data (Zhao et al., 2018; Li et al., 2019; Wang and Shen, 2020). Our results show that the high shear strain rates were concentrated in the Xianshuihe Fault Zone, and the values in the northwestern section were significantly larger than those in the southeastern section before the Wenchuan earthquake, indicating that the strain accumulation rate in the northern section is larger than that in the southern section, which is consistent with the high slip rate in the northwestern section and the relative low slip rate in the southeastern section (Meade, 2007; Qu et al., 2018; Zhang et al., 2019), exhibiting the basic features of the block-like tectonic extrusion model (Avouac and Tapponnier, 1993; Tapponnier et al., 1982).
After the strong Wenchuan and Lushan earthquakes, the shear strain rate in the Luhuo and Daofu sections significantly decreased. The left-lateral slip-rate and the slip-rate deficit in these sections also decreased (Figs. 6b, 9b). We conclude that these variations were mainly caused by the large-scale decoupling of the central and southern sections of the Longmenshan Fault Zone accompanied by the Wenchuan and Lushan earthquakes. After the Wenchuan earthquake, the extrusion rate of the Bayan Har Block toward the Sichuan Basin accelerated which decreased the far-field left-lateral strike-slip rate and the fault slip-rate deficit and increased the tensile movement of the northwestern section of the Xianshuihe Fault. These major earthquakes may have alleviated the strain accumulation rate in the northwestern segment of the Xianshuihe Fault Zone.
To further verify the impacts of the Wenchuan earthquake and the other regional strong earthquakes on the Xianshuihe Fault Zone; we also collected near-field cross-fault short-baseline observational data for the northwestern segment of the Xianshuihe Fault Zone from 1982 to 2018. The distributions of the fault-crossing sites are shown in Fig. 3. Fault-crossing deformation observations can directly reflect the local tectonic deformation and changes in the stress state of active faults, and they have been used to analyze near-field fault activity (Bo et al., 1998; Li et al., 2016; Li et al., 2017). In this study, the calculation method of Bo et al. (1998) was used to quantitatively calculate the horizontal strike-slip component and the horizontal tension and compression components. The positive slope of the curve indicates right-lateral and tension movements (Fig. 10).
The results of the fault activity analysis (Fig. 10) reveal that the northwestern segment of the Xianshuihe Fault Zone has predominantly experienced left-lateral strike-slip movement (the slope of the curve was negative), with a low tension and compression rate, before the Wenchuan earthquake. However, after the Wenchuan earthquake, and especially after the Lushan earthquake, the tensile activity in the northwestern segment of the Xianshuihe Fault Zone increased significantly. Furthermore, it was found that the near-field left-lateral strike-slip movement at some of the sites, such as Zhuwo, Goupu, and Laoqianning, decreased slightly. Therefore, the results of the near-field cross-fault observations also indicate that the Wenchuan and Lushan earthquakes affected the movement features and strain accumulation rate of the northwestern section of the Xianshuihe Fault Zone.
In addition, we noted that the shear strain rates of the southeastern section of the Xianshuihe Fault increased after the series of earthquakes (Fig. 5b). The Kangding section has almost no left-lateral slip-rate deficit (Fig. 9b) and still has a high left-lateral slip-rate, while the Moxi section remains strongly coupled, with a high left-lateral slip-rate deficit of 8 mm/a in the second period (Figs. 8b, 9b). This is consistent with the latest InSAR results (Qiao et al., 2021), which also indicate a high shallow slip rate (16.3–19.8 mm/a) in the western Kangding section during 2014–2019, and a locking depth of 18.5 km in the Moxi section. The southeastern section of the Xianshuihe Fault Zone is located in the triple junction area where the three major fault zones interact and restrict one another. The Wenchuan and Lushan earthquakes occurred in the central northern segment and southern segment of the Longmenshan Fault Zone, respectively. The post-seismic geological survey and precise aftershock positioning results reveal that the ruptures of the Lushan earthquake and the Wenchuan earthquake did not pass through, and the Lushan earthquake did not cause the entire southern section of the Longmenshan fault to decouple (Fang et al., 2013; Gao et al., 2014; Xu et al., 2013). The triple junction area is still in a strong compressional deformation environment. More than a year after the Lushan earthquake, the Mw5.9 and Mw5.6 Kangding earthquakes on November 22, 2014, occurred on the Selaha fault between the Kangding and Qianning sections of the Xianshuihe Fault Zone, which also confirms that this area had a high level of stress accumulation after the Wenchuan and Lushan earthquakes. However, owing to the small-scale rupture and the limited energy released by the Mw5.9 Kangding earthquake, the event was not sufficient to significantly change the strain throughout the entire triple junction area. Therefore, the southeastern section of the Xianshuihe Fault still had a high strain accumulation rate after the series of earthquakes. All of these results indicate that the surrounding strong earthquakes, i.e., the Mw7.9 Wenchuan earthquake in 2008 and the Mw6.6 Lushan earthquake in 2013, had evident differential impacts on the strain accumulation pattern of the Xianshuihe Fault Zone.
5.2 Seismic hazard analysis
The seismic gaps, locking degree, low b-value section of the background seismic activity, and Coulomb stress changes are effective indicators for determining the locations where strong earthquakes may occur in the future (Hubert-Ferrari et al., 2000; Nalbant et al., 1998; Shan et al., 2015; Stein et al., 1997; Wen et al., 2008; Yi et al., 2008).
The spatial and temporal distributions of the earthquake ruptures caused by the major earthquakes along the Xianshuihe Fault Zone reveal that no strong earthquakes have occurred in the Qianning section since the M7.0 Qianning earthquake in 1893, and the elapsed time exceeds the recurrence interval of the historic strong earthquakes, indicating that this seismic gap is a potential location for strong earthquakes in the future. Following the Wenchuan and Lushan earthquakes, the locking degree and locking depth of the Qianning section increased. In addition, the GPS-derived strain rates show that the Qianning section is an invariant deformation adjustment zone. These results indicate that the Qianning section is in a coupled state with little deformation. Yi et al. (2008) calculated the b-value from seismic data (from the China Seismic Network and Sichuan Regional Seismic Network) for 1976–2006 and found a large-scale asperity with a low b-value from Daofu to Qianning (defined as the Qianning section here) of the Xianshuihe Fault Zone. The weak deformation of this section may be related to the large-scale asperity. In addition, the Coulomb stress change shows that the occurrences of the Wenchuan and Lushan earthquakes caused increased stress in the Qianning section (Li et al., 2012; Luo and Liu, 2018; Parsons et al., 2008; Shan et al., 2013; Toda et al., 2008; Wan and Shen, 2010),which is consistent with our inversion results. Therefore, we suggest that the Qianning section may be a potential seismogenic source for a future strong earthquake.
Another potential seismogenic source of a strong future earthquake is the Moxi section, which is located at the triple junction of the Xianshuihe Fault Zone, the Anninghe Fault Zone, and the Longmenshan Fault Zone. The tectonics of this area are especially complex. It has been over 200 years since the M7.75 Kangding-Moxi earthquake occurred in 1786 in the Moxi section (Wen et al., 2008). Owing to the influence of long-term tectonic loading, this section already has a high strain accumulation (Wang et al., 2016). In addition, our fault-coupling inversion results show that this section has a high degree of fault-locking and a high left-lateral rate deficit. Moreover, the Coulomb stress change in this section has been enhanced by historical strong earthquakes (Li et al., 2020; Shao et al., 2016). Therefore, the risk of future strong earthquakes in this area also requires more attention. In contrast, the locking degree of the Kangding section has almost no slip-rate deficit. This may be related to moderate Mw5.9 and Mw5.6 Kangding earthquakes in 2014, which caused part of the energy in the Kangding section to be released. High-resolution InSAR velocity maps have been used to identify postseismic afterslip near the 2014 Kangding earthquake rupture (Qiao and Zhou, 2021; Li and Bürgmann, 2021). However, owing to a lack of high precision, near-field, intensive geodetic observations of the study area, we cannot clearly determine the deformation mechanism.