- 1Frontiers Science Center for Deep-time Digital Earth, China University of Geosciences (Beijing), Beijing, China
- 2Key Laboratory of Intraplate Volcanoes and Earthquakes (China University of Geosciences, Beijing), Ministry of Education, Beijing, China
- 3Hebei Province Collaborative Innovation Center for Strategic Critical Mineral Research, Hebei GEO University, Shijiazhuang, China
- 4Institute of Mineralogy, Leibniz Universität Hannover, Hannover, Germany
The formation of highly evolved, dacitic magmas has been attributed to various processes, including crystal fractionation, partial melting of overlying crust, and/or assimilation of crustal material into an evolving magma chamber. These processes are undoubtedly primary processes involved in the formation of dacites, but they may not be the only mechanism involved in the formation of high-silica dacites. For instance, mafic magma replenishment has been proposed as an additional mechanism but has not been assessed, and thus, its role has not been well-constrained. The Daliuchong volcano is the result of one of the largest eruptive events within the Tengchong Volcanic Field (TVF) in southwest China during the Early-Middle Pleistocene. Here, we conducted detailed mineral textures, mineral chemistry, and geochemical studies on Daliuchong pyroclastic rocks to explore the pre-eruptive storage conditions and evolution processes of the magma. The Daliuchong pyroclastic rocks are dacitic in composition. The samples show porphyritic textures characterized by phenocrysts of plagioclase, amphibole, clinopyroxene, orthopyroxene, and Fe-Ti oxides. Additionally, two distinct types of glomerocryst are identified: a gabbroic glomerocryst containing plagioclase + clinopyroxene + orthopyroxene ± Fe-Ti oxides assemblage and a dioritic glomerocryst containing plagioclase + amphibole ± pyroxene ± Fe-Ti oxides assemblage. Both phenocryst and glomerocryst show rich micro-textures. The Daliuchong dacite exhibits bulk compositional heterogeneity. Analysis of bulk-rock data suggests that this heterogeneity may arise from both the differentiation of the dacite itself and the injection of mafic magma. The compositional similarity between the Daliuchong dacite and experimentally produced partial melts of metamorphic basalt supports that the Daliuchong dacite was predominantly formed through the partial melting of the mafic lower crust. Thermobarometry estimation indicates that clinopyroxenes with high Mg# crystallized at 560–870 MPa, whereas amphibole and clinopyroxenes with low Mg# crystallized at 185–300 MPa. Based on the observed phase relations and the calculated crystallization conditions, we propose that during the differentiation of the Daliuchong dacite, heterogeneous dacitic magma formed by partial melting accumulated in a deep magma reservoir (21–32 km) before subsequently ascending toward shallower depths. Crystallization of plagioclase, amphibole, Fe-Ti oxides, and small amounts of pyroxene and apatite occurred at a shallower depth (7–10 km). The presence of coarse-sieve texture, fine-sieve texture, and oscillatory zoning with high amplitude in plagioclase suggests intermittent injection of mafic magma into the shallow magma reservoir, with the eruption of dacitic magma occurring after the final mafic magma replenishment. The petrological evidence above advocates that primitive magma replenishment could have been involved in the formation and triggered the eruption of dacite in the Daliuchong volcano.
1 Introduction
Understanding the evolution and pre-eruptive storage conditions of magma in the crust is crucial for exploring the magma plumbing system. Magmatic storage conditions, such as pressure, temperature, volatile content, and redox condition, not only influence the crystallization sequence (e.g., Rutherford and Devine, 1988; Arce et al., 2006; Knafelc et al., 2020), mineral phase abundance (Rutherford and Devine, 1988; Arce et al., 2006; Knafelc et al., 2020), and mineral composition (e.g., Johnson and Rutherford, 1989; Prouteau and Scaillet, 2003; Holtz et al., 2005) in magmas but also play a significant role in determining eruptive types (e.g., Degruyter et al., 2017; Cassidy et al., 2018; First et al., 2021). Dacitic magmas are predominantly associated with explosive eruptions and catastrophic events due to their characteristics of high viscosity and volatile content, as exemplified by notable volcanoes such as Mount St. Helens in Washington, USA (Sigurdsson et al., 1985), Malinche in Mexico (Espinosa et al., 2021), Pinatubo in Philippines (Scaillet and Evans, 1999), and Santorini in Greece (Cottrell et al., 1999; Cadoux et al., 2014). Nevertheless, the petrogenesis of dacite remains contentious, and several distinct models have been proposed: 1) effective mixing of rhyolitic and basaltic magmas (e.g., Banaszak, 2014; Millet et al., 2014; Gao et al., 2015); 2) crystal fractionation of basaltic or andesitic magmas (Grove et al., 2005; Arce et al., 2006; Haase et al., 2006); 3) partial melting of the lower crust (e.g., Wolf and Wyllie, 1994; Rapp and Watson, 1995; Winther, 1996; Springer and Seck, 1997; Nakajima and Arima, 1998; Yamamoto, 2007); 4) crustal contamination of mafic magmas (Arce et al., 2006; Cheng et al., 2020). Hence, a comprehensive understanding of pre-eruptive storage conditions and evolution processes of dacitic magmas is essential, especially for active volcanoes.
The Tengchong Volcanic Field (TVF) in Southwest China hosts 68 active volcanoes. Among them, the Daliuchong dacitic volcano is considered the source of one of the largest eruptions during the Early to Middle Pleistocene epoch (Li et al., 2014a). This study presents a detailed investigation of the textures and compositional zoning of both phenocrysts and glomerocrysts in the pyroclastic rocks of Daliuchong, aiming to elucidate the complex magmatic processes that occurred during magma storage and ascent to the surface. Additionally, this research will provide new insights into the genesis of intermediate-acidic magmas during the Early to Middle Pleistocene period in the TVF.
2 Geologic setting
The TVF, situated in southwest Yunnan Province and the southeast Tibetan Plateau, stands as one of the primary active volcanic systems in southwest China (Figure 1). Tectonically, it lies within the eastern part of the arcuate tectonic belt of Burma (Jiang et al., 2003), bordered by Burma to the west, the Gaoligong fault to the east, and the Ruili-Mandalay fault to the south (Huang et al., 2013). Since the Cenozoic era, the collision between the Indian and Eurasian plates has resulted in compression of the Tibetan Plateau block in a north-south (NS) direction, generating an east-west strip uplift within the plateau and causing extension at both ends. Consequently, a nearly east-west compressive stress field has developed in the western Sichuan and Yunnan regions. Under this stress field, the Tengchong area exhibits a tectonic pattern primarily oriented in a NS direction (e.g., Jiang et al., 1998; Wang, 1999; Zhang et al., 2012a). The collision between the Indian and Eurasian plates has resulted in significant tectonic deformation, accompanied by extensive volcanic and hydrothermal activities (Cheng et al., 2020). Volcanic activity is predominantly controlled by north-south trending faults, resulting in the NS distribution of volcanic vents along these faults (Jiang et al., 1998; Zhang et al., 2012b; Li et al., 2014b). The seismic observations indicate that the crustal thickness of the TVF ranges from 35 to 40 km (Xu et al., 2017). The TVF exposes Proterozoic to Quaternary strata. Specifically, the Proterozoic strata predominantly consist of metamorphic rocks of the Gaoligong Group, with upper layers comprising schist and leptynite and lower layers primarily composed of gneiss, leptynite, and amphibolite (Yu, 2016). Late-Paleozoic to Mesozoic sedimentary cover is dominated by carbonate rocks, interspersed with intermittent clastic rocks. Neogene to Quaternary strata consist mainly of fluvial-lacustrine clastic sedimentary rocks (Wan et al., 2018).
Figure 1. (A) Tectonic location of the TVF (modified after Tapponnier et al., 1990). (B) Tectonic setting of the TVF (modified after Li et al., 2020). (C) Map showing the volcano distribution in the TVF (modified after Yu et al., 2022).
The volcanic activity of the TVF is temporally concentrated during the Pliocene-Holocene periods, reaching its climax in the Late Pleistocene when it formed numerous cinder cones (Li and Zhang, 2011), and it exhibits clear multi-stage eruption histories. Previous geochronological studies, along with fieldwork on Tengchong volcanic activity, divided the eruptive sequence of the Tengchong volcanic group during the Quaternary into four subsequences: the Pliocene, Early Pleistocene, Middle Pleistocene, and Middle Pleistocene–Holocene epochs (Yu et al., 2022 and references therein). The volcanic activity in the TVF exhibits the characteristic of becoming progressively younger from the periphery toward the center (Li and Zhang, 2011; Li et al., 2014a). Specifically, during the Pliocene (N2) epoch (3.83–2.71 Ma), volcanic activity was primarily concentrated in the southeastern part of the TVF, with some occurring in the northern part, producing mainly basalt and trachybasalt. In the following early Pleistocene (Q1P) epoch (1.99–0.84 Ma), volcanic activity shifted from the periphery, such as the southeast, toward the central region, exhibiting a wide distribution and consisting predominantly of dacite and trachyandesite. Later, during the Middle Pleistocene (Q2P) (0.72–0.13 Ma), volcanic activity continued to be centered in the central part of the TVF, characterized by dacitic eruptions. Eventually, during the Middle Pleistocene–Holocene (Q2P-Qh) epoch (<0.078 Ma), volcanic activity diminished in scale, primarily concentrated in several locations, including Heikongshan, Ma’anshan, Dayingshan, Laoguipo, and Xiaokongshan (Figure 1). The erupted products during this period primarily consisted of basaltic trachyandesite, basaltic trachyte, and trachyandesite. Notably, recent K-Ar dating results for the Daliuchong volcano yielded ages of 0.51–0.56 Ma (Li et al., 2020). When considering these dating results alongside field observations, Daliuchong is classified as an Early to Middle Pleistocene volcano within the TVF (Li et al., 2020).
3 Volcano geology
The Daliuchong volcano, the highest peak in the TVF, reaches an altitude of 2783 m (Li et al., 2014b) with a volcanic cone height of 973 m (Zhang et al., 2012a). It has undergone multiple eruptions throughout the Pleistocene (Li et al., 2020). The volcanic cone is predominantly comprised of a thick layer of dacitic pyroclastic deposits, including welded tuff, agglomerate, and volcanic breccia, with sporadic lavas occurrence on its upper parts or flanks (Li et al., 2014a). A volcanic conduit measuring up to 100 m in diameter is situated 100 m south of the summit. The thickness of dacitic lava and pyroclastic deposits exceeds several hundred meters, with explosive volcanic products covering an area of nearly 100 km2 (Li et al., 2014b; Li et al., 2020).
4 Analytical methods
4.1 Electron microprobe analysis (EMPA)
Major element compositions of plagioclase, clinopyroxene, orthopyroxene, and amphibole were analyzed using an electron microprobe analyzer (EPMA; JXA-8100, JEOL) equipped with wavelength-dispersive X-ray spectrometers and one energy-dispersive X-ray spectrometer analyzer at the Institute of Geology, Chinese Academy of Geological Sciences, Beijing, China. The analyses were conducted at 15 kV accelerating voltage and 20 nA probe current, with a focused 1 μm or 5 μm beam size depending on crystal size. The analytical precision, measured relative to standard reference samples provided by SPI Supplies (USA), was better than 2%.
4.2 Bulk-rock major and trace element
Bulk-rock major element compositions (SiO2, TiO2, Al2O3, CaO, Fe2O3T, MgO, MnO, Na2O, K2O, and P2O5) of six welded tuff samples were analyzed at Nanjing Hongchuang Geological Exploration Technology Service Co., Ltd., in Nanjing, China, using an inductively coupled plasma spectrometer (ICP-OES). The samples were crushed in an agate mortar and ground in an agate mill to powders of approximately 200 mesh. Loss on ignition (LOI) was determined gravimetrically after heating the samples at 1000°C for 2 h. The relative errors of the test results are less than 3%.
Bulk trace elements were analyzed using an Agilent 7900 inductively coupled plasma mass spectrometer (ICP-MS) at the Nanjing Hongchuang Geological Exploration Technology Service Co., Ltd., in Nanjing, China. For each sample, 50 mg of 200-mesh powder was dissolved in a mixture of 1.5 mL HF and 1 mL HNO3 at 190°C for 72 h. The precision for all elements was typically better than 5% relative standard deviation (RSD).
4.3 Bulk Sr and Nd isotopes
Sr and Nd isotopes were analyzed at the Nanjing Hongchuang Exploration Technology Service Co., Ltd., in Nanjing, China, using a Thermo Fisher Neptune Plus MC-ICP-MS. Each powder sample was placed into a steel-jacketed high-pressure PTFE bomb with 1 mL of HNO3 and 2 mL of HF and then dissolved at 190°C for 72 h. Subsequently, the sample was evaporated to dryness on a hotplate and reconstituted in 1 mL of concentrated HCl to form a hydrochloride medium. After evaporation, the residue was dissolved in 1 mL of 2 mol/L HCl. The separation of Sr and Nd involved the following procedure: first, a mixed-resin column was utilized to elute unwanted elements and separate REEs + HFSEs, Sr, and Pb. Second, the eluted REE + HFSE components were evaporated at 160°C and treated twice with 50 μL of 15 mol/L HCl to convert them to a hydrochloride medium. Finally, an LN Spec resin column was used to elute light rare earth elements (LREEs) and separate Nd. The 87Sr/86Sr data were normalized to a value of 0.1194 for the NIST SRM987 standard, and the 143Nd/144Nd ratios were normalized to a value of 0.7219 for the JNdi-1 standard.
5 Results
5.1 Petrography
We collected volcanic pyroclastic rock and lava samples from Daliuchong. Both exhibit massive structures, with developed vesicles in the volcanic pyroclastic rocks. The lava samples have a low phenocryst content, with predominantly darkened amphibole phenocrysts. Therefore, our study focused solely on the analysis of the volcanic pyroclastic rocks. The pyroclastic rock samples are porphyritic, containing 10–22 vol% (Table 1) of plagioclase, amphibole, orthopyroxene, clinopyroxene, and Fe-Ti oxides phenocrysts in a groundmass consisting of fine-grained quartz, plagioclase, pyroxene, and Fe-Ti oxides. Plagioclase phenocryst and glomerocrystic plagioclase account for 10–15 vol% of the rocks, ranging from 100 to 1800 µm in size, in euhedral laths. They also exhibit a variety of micro-textures, including oscillatory zoning, coarse-sieve, fine-sieve, corrosion, and mortar textures, and can be classified into three types based on their textural characteristics. The type-1 plagioclase (Figure 2A) is characterized by large size (>1500 µm), coarse-sieve texture, and either oscillatory zoning or being unzoned, accounting for approximately 5 vol% of the plagioclase phenocrysts/glomerocrysts. The coarse-sieve texture zone often exists as a (sub-)rounded core and exhibits patchy zoning characterized by a low An [An; molar 100*Ca/(Ca+Na+K)] core surrounded by high An regions (see below for details). This zone is always demarcated by a distinct boundary from the oscillatory zoning zone. The type-2 plagioclase (Figure 2B) also features a (sub-)rounded core and oscillatory zoning. In comparison to type-1, they exhibit cracks and do not display a coarse-sieve texture. This variety of plagioclase comprises approximately 30 vol% of the plagioclase phenocryst/glomerocryst population. The type-3 plagioclase (Figures 2C, D) is characterized by a (sub-)rounded core, a normal zoning mantle, a fine-sieve margin, and a subsequent overgrown rim, comprising approximately 65 vol% of plagioclase phenocrysts/glomerocrysts. Some plagioclase grains show morphological textures such as synneusis and swallow-tailed crystal (Figures 2E, F). Moreover, amphibole is the major mafic phenocryst phase (3–6 vol%), occurring as euhedral hexagons and rectangular in shape, with sizes ranging from 150–3000 µm (Figure 3A). An opacitic border texture is largely absent in most of the amphibole phenocrysts, whilst some exhibit embayed textures. Notably, plagioclase inclusions are observed in some amphibole crystals. Trace amounts of subhedral and anhedral orthopyroxene and clinopyroxene (<5 vol%) are present in the samples (Figures 3B, C), with most of the pyroxene grains forming glomerocrysts with plagioclase grains. A few euhedral Fe-Ti oxides are also observed in our samples.
Table 1. Modal mineral abundances (vol%) of representative samples from the Daliuchong pyroclastic rocks.
Figure 2. Petrographic photographs of plagioclase phenocrysts in Daliuchong dacite. (A) Plagioclase with coarse-sieve texture (type 1). (B) Plagioclase with oscillatory zoning (type 2). (C) Plagioclase with rounded core and normal zoning (type 3). (D) Plagioclase with rounded core, normal zoning mantle, fine-sieve margin, and subsequent overgrown rim (type 3). (E) Synneusis of plagioclase. (F) Swallow-tail texture of plagioclase.
Figure 3. Petrographic microphotographs of mafic phenocrysts and glomerocrysts in the Daliuchong dacite samples. (A) Amphibole phenocryst with plagioclase inclusions. (B) Subhedral orthopyroxene phenocryst. (C) Anhedral clinopyroxene phenocryst. (D) Glomerocryst composed of plagioclase and pyroxene (gabbroic glomerocryst). (E) Glomerocryst composed of pyroxenes arranged in parallel with resorption texture. (F) Glomerocryst composed of plagioclase, amphibole with apatite inclusions, and pyroxene (dioritic glomerocryst).
There are two types of glomerocryst found in our samples: 1) Assemblages of plagioclase + orthopyroxene + clinopyroxene ± Fe-Ti oxides (gabbroic glomerocryst) (Figure 3D), ranging in size from 2 mm to 6 mm, and mainly characterized by euhedral and subhedral plagioclase and orthopyroxene. Clinopyroxene is occasionally absent. Fe-Ti oxides always occur as an interstitial phase. Plagioclases in this type of glomerocryst exhibit high-An, irregular cores surrounded by low-An regions, forming a patchy texture. 2) Assemblages of plagioclase + amphibole ± pyroxene ± Fe-Ti oxides (dioritic glomerocryst) (Figure 3F), ranging in size from 1.7 mm to 5.0 mm, mainly characterized by euhedral and subhedral plagioclase and amphibole as the dominant phases, with pyroxene and Fe-Ti oxides occurring as the subordinate phases. Anhedral pyroxene, euhedral Fe-Ti oxides, and apatite are found as inclusions hosted in some amphiboles. Moreover, a pyroxenite glomerocryst is observed in one sample (DLC-2-2; Figure 3E), in which both orthopyroxene and clinopyroxene crystals are preferentially oriented and arranged in parallel, exhibiting resorption textures.
5.2 Mineral compositions
5.2.1 Plagioclase
Plagioclase phenocryst cores exhibit a broad compositional distribution, with anorthite content ranging from 40 to 59 (Supplementary Table S1). Specifically, plagioclase phenocrysts with cores of relatively higher An (53–59) display oscillatory zoning with variable amplitudes (∆An ranging from 3 to 20) or normal zoning. In contrast, those with the cores of An = 40 exhibit patchy zoning and sudden increases in An (∆An ranging from 17 to 30) at the cores, followed by oscillatory or normal zoning similar to those with high An cores (53–59). At the rims, the An values of all plagioclases are concentrated between 47 and 57, resembling microcrystals with An = 46–55.
The cores of plagioclases in the gabbroic glomerocryst also exhibit patchy zoning, with high An cores (62) containing low An patches (57), followed by oscillatory zoning with larger amplitudes (∆An > 8). There is no oscillatory zoning at the contact between plagioclase and pyroxene, indicating that the oscillatory zoning of plagioclase develops after the formation of the glomerocryst. The plagioclase crystals from the dioritic glomerocryst display oscillatory zoning with varying amplitudes (∆An ranging from 2 to 9).
5.2.2 Clinopyroxene
The major element compositions of pyroxenes are listed in both Supplementary Tables S2, S3. Pyroxene formulas were calculated on the basis of four cations and six oxygen ions. Clinopyroxenes in phenocrysts and glomerocrysts are augites, while four phenocrysts are diopsides (En35.78–44.66 Fs11.80–21.52 Wo40.86–45.90; Figure 4A). The Mg# range at the cores of clinopyroxene phenocrysts is 71.67–79.41, with an average of 75.50, mainly concentrated between 72.00 and 78.00 (Supplementary Table S2; Figure 5A). Both normal zoning and reverse zoning are observed at the rims. Two clinopyroxene grains have relatively low Mg# (65.49 and 67.23) and show reverse zoning at the rims (70.06 and 72.04).
Figure 4. (A) Denomination of clinopyroxene and orthopyroxene in the Daliuchong samples. (B,C) Denomination of calcic amphibole is based on Leake et al. (1997).
Figure 5. Histograms showing the distributions of the core compositions of (A) clinopyroxene, (B) orthopyroxene, and (C) amphibole.
Clinopyroxenes in the gabbroic glomerocryst of the Daliuchong dacite exhibit a similar range of Mg# (64.10–76.00) with an average of 73.16, mainly concentrated between 72.00 and 76.00 (Supplementary Table S2; Figure 5A). The Mg# of two grains from the dioritic glomerocryst are 73.24 and 74.70. Additionally, the pyroxenite glomerocryst observed in one sample (DLC-2-2) contains a clinopyroxene with a Mg# of 80.07, which is comparable to the phenocryst with the highest Mg# (79.41).
5.2.3 Orthopyroxene
Orthopyroxene phenocrysts and orthopyroxenes within glomerocrysts are classified as clinoenstatite (En59.15–78.89 Fs18.76–39.45 Wo1.39–2.98), with the exception that two grains from a gabbroic glomerocryst have rims of clinoferrosillite (En46.75–48.19 Fs49.17–49.64 Wo2.64–3.61; Figure 4A). The orthopyroxene phenocrysts have Mg# ranging from 60.65 to 76.68 at the cores, predominantly concentrated between 68.00 and 76.00 (Supplementary Table S3; Figure 5B). Most of these grains exhibit complex compositional variations, including normal zoning (e.g., Mg# ranging from 74.47 to 64.05), reverse zoning (e.g., Mg# ranging from 73.73 to 77.05), and composite zoning [with low Mg# (60.65) at the core, elevated Mg# (74.02) at the mantle, and a sudden drop in Mg# (66.72) at the rim].
Orthopyroxenes from the gabbroic glomerocryst exhibit a similar range of Mg# (68.40–81.09) to that of the phenocrysts, with a compositional peak observed at 70.00–74.00 (Supplementary Table S3; Figure 5B), displaying normal zoning (where Mg# decreases sharply to 49.41–50.40) at the rims. Orthopyroxenes in the dioritic glomerocryst are surrounded by amphibole and plagioclase crystals, with Mg# ranging from 66.65 to 72.81. The Mg# range (73.82–77.10) of orthopyroxenes from the pyroxenite glomerocryst is similar to the highest Mg# observed in phenocrysts.
5.2.4 Amphibole
The major element compositions of amphiboles are listed in Supplementary Table S4. Following the amphibole nomenclature proposed by Leake et al. (1997), the amphiboles from the Daliuchong dacite are classified as magnesiohastingsite, pargasite, and edenite (Figures 4B, C). Additionally, the amphibole phenocrysts exhibit a relatively consistent composition range (Si = 6.30–6.56). Glomerocrystic amphiboles display a similar but slightly narrower range for silicon (6.25–6.45; Figure 5C).
5.3 Bulk-rock major and trace element composition
The results of bulk major element and trace element compositions are presented in Table 2. Specifically, the samples from Daliuchong exhibit variable geochemical characteristics, with 64.79–67.69 wt% SiO2, 0.90–1.82 wt% MgO, 3.67–4.61 wt% Fe2O3T, 2.56–3.76 wt% CaO, and 0.59–0.74 wt% TiO2 contents (normalized to 100%) (Figure 6; Figure 7), even when considering analytical errors. In the total alkalis vs. silica (TAS) and K2O vs. SiO2 diagrams, they fall in the field of dacite and belong to the high-K calc-alkaline series (Figures 6A, B). In the TAS diagram, the Daliuchong dacite [data from this study and Zhang (2017)] does not plot along the evolution line between basalt and andesite; instead, it forms a distinct trend (Figure 6A). Furthermore, in the Harker diagrams, dacite exhibits an approximately linear trend, tending toward mafic magma at the less silicic end member (e.g., Al2O3, K2O, CaO, and MgO) (Figure 7). However, it should be noted that no clear linear trend exists between the most silicic dacitic magma and mafic magma, and the compositional variation is also observed for the more silicic end member. This illustrates that dacite itself exhibits the characteristic of compositional heterogeneity.
Table 2. Bulk major and trace element compositions and Sr-Nd isotopes of the Daliuchong dacite samples.
Figure 6. (A) Total alkali–silica (TAS) diagram (after Le Bas et al., 1986). (B) Diagram of K2O against SiO2 (after Peccerillo and Taylor, 1976; Rickwood, 1989). Sources of published data: Fan et al. (1999), Zhao and Fan (2009), Cheng et al. (2012), Li and Zhang (2012), Shi et al. (2012), Yu et al. (2012), Zhang et al. (2012b), Zhou et al. (2012), Zhang et al. (2015), Zou et al. (2014), Cui et al. (2015), Gao et al. (2015), Yao et al. (2016), Li et al. (2017), Zhang (2017), Zou et al. (2017), and Hu et al. (2018). The data represented by the purple circles come from Zhang (2017). The black crossed line in the figure represents the analytical error, which is calculated based on a relative error of less than 3%.
Figure 7. Harker diagrams showing the bulk-rock major element compositions of volcanic rocks in the TVF and the Daliuchong dacite. The symbols are the same as in Figure 6. Each diagram includes an error line. The black dotted line represents an approximate trend of the Daliuchong dacite.
All the Daliuchong dacite samples exhibit consistent patterns in the chondrite-normalized diagram, with enriched LREEs contrasting with heavy rare earth elements (HREEs) and displaying a negative Eu anomaly. Additionally, the Tengchong basalt, which has the highest MgO content, exhibits higher REE content than the Daliuchong dacite (Figure 8A). In the primitive mantle-normalized diagram, the Daliuchong samples display moderate enrichments of large-ion lithophile elements (LILEs) such as Rb, Th, U, K, etc., relative depletion of Nb-Ta-Ti, and a positive Pb anomaly (Figure 8B). Furthermore, a negative Sr anomaly is observed among the Daliuchong samples, and the contents of incompatible elements (e.g., Nb, Ta, Zr, and Hf) in the dacite are lower than those in the basalt.
Figure 8. (A) Chondrite-normalized rare earth element patterns. (B) Primitive mantle-normalized trace element patterns. The data for the Tengchong basalt with the highest MgO are from Cheng et al. (2020).
5.4 Bulk-rock Sr-Nd isotopic composition
The bulk Sr and Nd isotope data for the Daliuchong dacite are listed in Table 2. As shown, the Daliuchong dacite exhibits relatively higher initial 87Sr/86Sr ratios (0.7089–0.7093) and lower initial 143Nd/144Nd ratios (0.51199–0.51203) than mafic rocks in the TVF. Additionally, as depicted in Figure 9, the initial 87Sr/86Sr and 143Nd/144Nd ratios of the volcanic rocks in the TVF increase and decrease, respectively, with elevated SiO2 content. Furthermore, Figure 9 also illustrates that the slopes of data for dacite and more mafic rocks are notably different.
Figure 9. (87Sr/86Sr)i and (143Nd/144Nd)i vs. SiO2 diagrams. Tengchong volcanic rock data are from Cheng et al. (2020) and Tian et al. (2018). The black dotted lines represent possible evolution trends.
6 Discussion
6.1 Estimation of crystallization conditions
6.1.1 Clinopyroxene-liquid thermobarometer
The crystallization conditions of clinopyroxene were estimated using clinopyroxene-liquid thermobarometers developed by Putirka (2008). We selected the bulk composition of the Daliuchong dacite as the potential liquid composition assumed to be in equilibrium with clinopyroxenes. We used the KD(Fe-Mg)cpx-liq = 0.28 ± 0.08 to test the equilibrium between clinopyroxene and liquid. The results indicated that the majority of clinopyroxene cores are in equilibrium with the bulk-rock composition of dacite. The crystallization pressure and temperature of clinopyroxene were calculated using equations (30) and (33) from Putirka (2008), yielding P-T conditions for both phenocrystic and glomerocrystic clinopyroxenes of 600–868 MPa and 918°C–972°C, and 564–778 MPa and 915°C–961°C, respectively. Two phenocrystic clinopyroxenes exhibited P-T conditions of 225 MPa and 886°C and 303 MPa and 897°C (Figure 10A; Table 3). Only one clinopyroxene crystal from the gabbroic glomerocryst yielded low P-T conditions, specifically, 457 MPa and 908°C.
Figure 10. (A) Estimated crystallization pressure and temperature of clinopyroxene and amphibole. (B) Estimated H2O content in the melt. (C) Estimated oxygen fugacity of melt. The black crossed lines in the figure represent the standard error of the estimate.
6.1.2 Amphibole thermobarometer
The crystallization conditions of amphiboles were estimated using the calcic amphibole-only geothermometer developed by Ridolfi et al. (2023), which is suitable for Mg-rich calcic amphibole in equilibrium with calc-alkaline or alkaline melts. The results of the calculated P-T-fO2-H2Omelt of amphiboles are presented in Figure 10 and Table 4. The thermobarometer estimation yielded results of 185–258 MPa, 846°C–889°C, ∆NNO = +1.5 to +4.1, 5.0–6.7 wt%, and 200–251 MPa, 824°C–900°C, ∆NNO = +2.0 to +4.4, 4.9–6.6 wt% for phenocryst and glomerocryst, respectively (Figures 10A–C).
Plagioclase and amphibole phenocrysts are the primary phenocryst phases in dacite, exhibiting a range of shapes from euhedral to subhedral. However, clinopyroxene and orthopyroxene phenocrysts are typically anhedral and are only occasionally observed, resulting in a relatively low abundance in our samples. Within the gabbroic glomerocryst, plagioclase generally displays an irregular core, and oscillatory zoning of plagioclase develops after the formation of the glomerocryst. Additionally, the An values of the plagioclase cores in the gabbroic glomerocryst are slightly higher than those of the phenocryst cores. There are two sets of temperature and pressure conditions calculated using clinopyroxene phenocrysts: one set indicates higher pressure and temperature (600–868 MPa, 918°C–972°C) derived from grains with a higher Mg# (71.67–79.41), while two clinopyroxenes with a lower Mg# (65.49 and 67.23) yield lower temperature and pressure conditions (225 and 303 MPa, 886°C and 897°C), similar to those of amphibole phenocrysts and amphiboles in the dioritic glomerocryst (185–258 MPa and 824°C–900°C). The temperature and pressure conditions (564–778 MPa and 915°C–961°C) obtained from clinopyroxenes in the gabbroic glomerocryst are consistent with those obtained from clinopyroxene phenocrysts with high Mg#. Based on these temperature and pressure conditions and mineral textures, we conclude that the pyroxene phenocrysts with high Mg# values and the gabbroic glomerocryst are not products of the fractional crystallization of dacitic magma. Instead, the amphibole and plagioclase phenocrysts and the dioritic glomerocryst crystallized from dacitic magma stored in the shallow magma reservoir in the upper crust.
6.2 Compositional heterogeneity and origin of Daliuchong dacitic magma
The bulk-rock compositions of Daliuchong dacite exhibit diversity, reflected in the variation of approximately 5.4 wt% SiO2, even when considering analysis errors of up to 2.0 wt%. The dacite samples show an absence of a clear linear trend between the most silicic dacitic magma and mafic magma in the silica variation diagrams (Figure 7). Therefore, the compositional diversity of dacitic magma appears to be an intrinsic property, indicating that the composition of the initially formed dacitic magma is heterogeneous.
We initially explored the possibility that basaltic magmas in the TVF could have generated the dacitic magma. However, the Harker diagrams reveal a divergence between the trend of the Daliuchong dacite and the evolution trend of mafic magma (Figure 7). Similarly, analysis of the TAS diagram indicates that the dacite forms a distinct cluster rather than aligning with the evolution trend of more mafic magma (Figure 6). Furthermore, the comparison of rare earth elements and incompatible element (Nb, Ta, Zr, Hf) contents between the basalt and the Daliuchong dacite (Figure 8) indicates higher levels in the basalt. Additionally, the 87Sr/86Sr ratios of the Daliuchong dacite are notably higher than those of basalt, while the 143Nd/144Nd ratios are significantly lower (Figure 9), suggesting that the dacitic magma did not result from the fractional crystallization of basaltic magmas. Thus, the formation of the dacitic magma might have involved a completely different process. Based on these observations, we consider that partial melting of the mafic lower crust played a key role in the formation of the dacite.
It is well-known that partial melting of the mafic lower crust is capable of producing dacitic magma (e.g., Beard and Lofgren, 1991; Wolf and Wyllie, 1994; Rapp and Watson, 1995; Winther, 1996; Springer and Seck, 1997). Pyroxenes with high Mg# and the gabbroic glomerocryst are not products of the fractional crystallization of dacitic magma. These additions may affect the composition of the primary dacitic magma; however, the amount of high-Mg# pyroxene phenocrysts is rather small; thus, they will not have a significant effect. Therefore, to compare with the experimentally produced dacitic melt, we have only removed the contribution of the gabbroic glomerocryst through mass balance. Specifically, we calculated the mass fraction of the gabbroic glomerocryst using the volume fraction to obtain a more realistic composition of the melt or dacitic magma. The calculation employed the following phase densities: 2.79 g cm−3 for plagioclase, 3.2 g cm−3 for clinopyroxene, 3.4 g cm−3 for orthopyroxene, and 2.6 g cm−3 for dacitic magma (excluding the gabbroic glomerocryst) (reference value). Representative compositions of mineral phases were selected based on the compositional peaks in Figure 5. Consequently, the primary composition of the dacitic magma used for comparison was derived by subtracting the composition of the gabbroic glomerocryst from the bulk-rock composition. Comparing the melt composition from previous experiments on the partial melting of mafic crust with the primary bulk-rock composition of the Daliuchong dacite, we observed that the composition of the Daliuchong dacite is similar to that of the experimental melt from Beard and Lofgren (1991) (Figure 11). However, the K2O content of the Daliuchong dacite is notably higher. The highest K2O content observed in the experimental melt is 2.61 wt%, which remains lower than the K2O content found in the Daliuchong dacite (ranging from 3.54 to 4.04 wt%). This could potentially reflect that the lower crust of Tengchong may be compositionally enriched in potassium. We consider that the basic granulite beneath Tengchong could be the source.
Figure 11. Comparison between the compositions of experimental melts obtained in representative dehydration melting studies of metabasalts performed at middle to lower crustal pressures (Beard and Lofgren, 1991; Wolf and Wyllie, 1994; Rapp and Watson, 1995; Winther, 1996; Springer and Seck, 1997; Nakajima and Arima, 1998) and the original composition of the Daliuchong dacite, which was calculated by mass balance (see Section 6.2 of text for details).
Crustal melting can generate heterogeneous dacitic magmas independently. During this process, the Al2O3 and FeOT contents of experimental melts increase as the SiO2 content decreases, corresponding to increases in temperature and/or water content (Winther, 1996; Tamura and Nakagawa, 2023). Specifically, in the case of crustal melting caused by a single heat source, the presence of a thermal gradient confines the hotter region near the heat source. This results in the formation of a smaller amount of partial melt with high degrees of partial melting in the hotter region. Conversely, the colder region, situated farther away from the heat source, generates a larger body with lower degrees of partial melting (Matsumoto and Nakagawa, 2010). Similar crustal melting processes have been proposed for other magmatic systems, such as the Usu volcano (Matsumoto and Nakagawa, 2010) in Japan and Pinatubo (Tamura and Nakagawa, 2023) in the Philippines. Applying this model to the Daliuchong dacitic magma, we suggest that a higher degree of partial melting near the heat source generates a smaller amount of less silicic melt, while a lower degree of partial melting further from the boundary produces a larger amount of more silicic melt. The widespread distribution of Mg# of pyroxene cores corresponds to the compositional variation of dacitic melts produced by partial melting. Pyroxenes display a series of pronounced or subtle normal and reverse zoning patterns (Figure 12), attributed to the mixing of dacitic melts with varying compositions. The deep magma reservoir indicated by clinopyroxene phenocrysts with high Mg# and glomerocrystic clinopyroxenes mentioned in Section 6.1 may correspond to the location where partial melting produces dacitic melts. Anhedral pyroxene and gabbroic glomerocryst may represent remnants of partial melting within the mafic lower crust. Clinopyroxene phenocrysts with high Mg# and clinopyroxenes in the gabbroic glomerocryst may have re-equilibrated with the melt produced by partial melting, influencing their composition. The pressure range (564–868 MPa) obtained from the clinopyroxene-liquid thermobarometer reflects the pressure condition for the formation of dacitic melts. Assuming average densities of the upper crust, middle crust, and lower crust in Tengchong are 2.67 g cm−3, 2.80 g cm−3, and 3.10 g cm−3, respectively, the depth (reference value) of the upper crust is estimated to be approximately 0–20 km, the middle crust is 20–27 km, and the lower crust is 27–40 km (Yang et al., 2015). Consequently, the corresponding depth of pressure ranges from 21 to 32 km. Although plagioclase also displays various zoning textures, the oscillatory zoning in the plagioclase crystals exhibits frequent cyclicity with a large amplitude (Figures 13B, C, F). If this is attributed to the mixing of heterogeneous dacitic magmas, a perfect model accounting for the repetitive cycle of crystals in dacitic magmas with different physical and chemical conditions is required, which is obviously unfeasible. Therefore, the oscillatory zoning of plagioclase should be considered independent of this process. The final mixture of heterogeneous melts was stored in the shallow crust at pressures of approximately 185–257 MPa, corresponding to a depth of 7–10 km, forming a hybrid heterogeneous dacitic magma reservoir.
Figure 13. Zoning profiles of plagioclase phenocrysts. (A-B) Type 1 plagioclase. (C) Type 2 plagioclase. (D) Type 3 plagioclase. (E) Plagioclase in the dioritic glomerocryst. (F) Plagioclase in the gabbroic glomerocryst.
6.3 Magma replenishment and mixing
Mafic magma recharge has been proven to be an effective mechanism for triggering intermediate to acidic volcanic eruptions (Viccaro et al., 2010; Perugini, 2021; Tamura and Nakagawa, 2023). Previously, Gao et al. (2015) suggested that the formation of Early-Middle Pleistocene dacite in the TVF resulted from the mixing of mantle-derived basaltic magma and crustal granite-derived felsic magma, based on bulk-rock geochemistry and isotopic analysis. However, our study proposes that the injection of mafic magma into the Daliuchong dacitic magma resulted in compositional variations within the dacitic magma, ultimately culminating in the eruption of the Daliuchong volcano. The mixing between mafic and dacitic magmas played a pivotal role in the formation and eruption of the Daliuchong dacite, as supported by our new observations of crystal texture, composition, and bulk-rock characteristics of the Daliuchong dacite.
Plagioclase crystals from the Daliuchong dacite exhibit a variety of textures that can be categorized into two groups: 1) Growth textures, such as coarse-sieve texture, fine-sieve texture, oscillatory zoning, and patchy texture with an eroded core, which are attributed to changes in magma temperature, pressure, or composition; and 2) Morphological textures, including glomerocryst, synneusis, microlite, and swallow-tailed crystal, which result from dynamic magma processes such as convection, degassing, and explosive eruption (Renjith, 2014).
The formation of sieve textures in plagioclase can be attributed to two main processes: reaction with a hotter Ca-rich melt (Tsuchiyama, 1985) and rapid decompression (Nelson and Montana, 1992). It is worth noting that these processes typically result in different sizes of sieves. Reaction with a hotter calcic melt leads to partial dissolution, starting from the surface of the plagioclase and progressing inward, resulting in a fine-sieve texture. In contrast, rapid decompression at a constant temperature will produce a coarse-sieve texture (Blundy and Cashman, 2001; 2005; Renjith, 2014). At high pressures, equilibrium plagioclase tends to exhibit more sodic composition than at lower pressures (Panjasawatwong et al., 1995; Ustunisik et al., 2014; Bennett et al., 2019). Decompression from high pressure to low pressure under H2O-undersaturated conditions will lead to resorption and subsequent crystallization of plagioclase with higher An content and constant Ti content (Nelson and Montana, 1992; Bennett et al., 2019). Conversely, decompression under H2O-saturated conditions can result in degassing and crystallization of more sodic plagioclase (Blundy and Cashman, 2005; Bennett et al., 2019). The size and density (number of sieves per unit area) of coarse sieves increase outward, suggesting that the rate of dissolution varies, resulting from variations in the rate of decompression under H2O-undersaturated conditions or the H2O content dissolved in the magma (Viccaro et al., 2010).
The patchy zoning of the plagioclases found in the gabbroic glomerocryst exhibits the characteristic of a high An irregular core surrounded by low An regions (Figure 13F), consistent with crystallization caused by decompression under water-saturated conditions. The first type of plagioclase displays coarse-sieve textures in the cores and is characterized by the low An core surrounded by high An regions (Figures 13A, B), which contrasts with the patchy zoning of plagioclases in the gabbroic glomerocryst. This type of plagioclase is consistent with the resorption and regrowth driven by decompression under H2O-undersaturated conditions and may represent xenocrysts entrained by ascending mafic magmas. The density and size of the sieves may be related to the decompression rate. The fine-sieve textures appearing at the margin of the type 3 plagioclase, as well as the subsequent overgrown rim with higher An (Figure 13D), indicate that the dacitic magma was recharged by hotter, Ca-rich mafic magma(s).
Oscillatory zoning is observed in relatively small grains and the margins of large grains with a coarse-sieve core. Oscillatory zoning can develop through two processes: 1) The growth of crystals in melts where temperature, P(H2O), and/or composition vary regularly (Singer et al., 1995); 2) the dynamics of crystal growth rate (Pearce, 1994).
Most oscillatory zoning patterns of plagioclase crystals from the Daliuchong samples are commonly associated with minor resorption. Changes in pressure, temperature, water content, and bulk composition due to convection within different zones or the recharge of new magmas may be the primary causes of oscillatory zoning formation. The significant variation in An content (∆An > 5) and concurrent variation in FeO content observed in the oscillatory zoning (Figures 13B, C) suggest substantial changes in the magmatic environment [P(H2O), T, melt composition]. However, partial amplitudes of the oscillatory zoning can reach ∆An = 15–20, indicating crystallization of this oscillatory zoning associated with a more mafic magma, revealing the replenishment of mafic magma in the dacitic magma. Some amphibole phenocrysts exhibit embayed textures. Additionally, in the Harker diagrams, we observe that the dacite tends to approach mafic magma at the less silicic end member, indicating compositional alteration of the dacitic magma related to the injection of mafic magma. Moreover, there is evidence of multiple reverse zoning with significant ∆An in the oscillatory zoning region, suggesting several occurrences of intermittent mafic magma replenishment events. Noticeable reverse zoning is observed at the rims of certain plagioclase phenocrysts, indicating that the last recharge of mafic magma likely triggered the explosive eruption of the Daliuchong dacitic magma.
6.4 Model of the magma plumbing system of the Daliuchong volcano
This study aims to explore the magma plumbing system of the Daliuchong dacitic volcano. As stated above, we here propose the following pre-eruptive processes for the Daliuchong dacite (Figure 14): 1) Mantle-derived mafic magma intruded and stagnated beneath Daliuchong, resulting in partial melting of the heterogeneous mafic lower crust; 2) crustal melting occurred at a depth of 21–32 km. As a result of the thermal gradient induced by varying distances from the heat source (the mafic magma reservoir), the lower crust underwent different degrees of partial melting, creating a mush zone where melts coexist with residual crystals. Subsequently, these melts accumulated into numerous relatively small and isolated sill-shaped magma pockets with varying compositions. Consequently, areas farther from the heat source produced a large number of partially melted bodies with lower degrees of partial melting, whereas areas closer to the heat source generated fewer partially melted bodies with higher degrees of partial melting; 3) these molten bodies grew and eventually mixed with each other, the mixed magma ascended and was stored in the shallow crust (at a depth of 7–10 km). This mixed magma then underwent crystallization of plagioclase, amphibole, Fe-Ti oxides, and small amounts of pyroxene and apatite. 4) Intermittent injection of mafic magma into the shallow crust, where the dacitic magma was stored, resulted in the formation of disequilibrium textures in phenocrysts and compositional variations in the dacitic magma. 5) The final injection of mafic magma induced high pressure and triggered the explosive eruption of the Daliuchong dacitic magma. During this eruption, the construction of the Daliuchong volcanic cone was completed. In the later stage of the eruption, as energy waned, the eruption transitioned gradually to effusive. Eventually, the last minor amount of magma was extruded and emplaced in the conduit, concluding the volcanic activity.
Figure 14. Magma plumbing system beneath Daliuchong. (A) Mafic magma intrusion and partial melting of the mafic lower crust resulted in the formation of a mush zone where the melts coexist with residual crystals. Subsequently, these melts accumulated to form small and separated sill-shaped magma pockets with varying compositions as a result of a thermal gradient. (B) Small magma pockets grew and connected. (C) A large heterogeneous dacitic reservoir was formed at a depth of 21–32 km. (D) Dacitic magma ascended and was stored in the shallow crust (7–10 km), where it underwent crystallization of plagioclase, amphibole, Fe-Ti oxides, and small amounts of pyroxene and apatite. (E) The injection of mafic magma caused magma overpressure, triggering the explosive eruption of the dacitic magma. See text for details.
7 Conclusion
We have investigated the formation and pre-eruptive evolution processes of the Daliuchong dacite by analyzing the bulk-rock major and trace elements, Sr-Nd isotopes, and mineral textures and chemistry of the Daliuchong dacite and comparing the melt compositions of previous mafic lower crustal melting experiments with its composition. The important findings are as follows.
(1) The Daliuchong dacite exhibits compositional heterogeneity, arising not only from the injection of mafic magma but also from inherent heterogeneity within the dacite itself.
(2) The Daliuchong dacite cannot be produced through fractional crystallization of basaltic magma. The comparison of the melt compositions generated from the melting experiments of the mafic lower crust with the composition of the Daliuchong dacite supports the formation of the Daliuchong dacite by the partial melting of the mafic lower crust. The partial melting with varying degrees of the mafic lower crust due to a thermal gradient resulted in the compositional heterogeneity of the initially dacitic magma.
(3) Clinopyroxene and amphibole record two distinct magma reservoirs beneath Daliuchong, with the deep magma reservoir (21–32 km) serving as the reservoir for molten crustal melts, containing residual pyroxene crystals and gabbroic glomerocryst. Subsequently, the magma ascended and settled at a shallow depth (7–10 km), undergoing crystallization of plagioclase, amphibole, Fe-Ti oxides, and small amounts of pyroxene and apatite. The environment of the shallow magma reservoir, as recorded by amphibole, is enriched with water (4.9–6.7 wt%) and oxidized (∆NNO = +1.5 to +4.4).
(4) The mafic magma was intermittently injected into the shallow magma reservoir. The final injection of mafic magma triggered the eruption of the Daliuchong volcano. This suggests that the role of mafic primitive magma replenishment in the formation and evolution of dacites cannot be neglected. The development of highly evolved, dacitic magmas in comparable tectonic environments may be linked to the mechanisms uncovered in our investigation of Daliuchong.
Data availability statement
The original contributions presented in the study are included in the article/Supplementary Material; further inquiries can be directed to the corresponding authors.
Author contributions
CS: data curation, investigation, methodology, visualization, and writing–original draft. MW: funding acquisition, methodology, and writing–review and editing. DL: data curation, methodology, visualization, and writing–review and editing. TH: funding acquisition, methodology, and writing–review and editing.
Funding
The author(s) declare financial support was received for the research, authorship, and/or publication of this article. This research has been supported by the National Natural Science Foundation of China (Nos: 42372058 and 42102048). MW is supported by the Open Project Program of Hebei Province Collaborative Innovation Center for Strategic Critical Mineral Research, Hebei GEO University, China (HGUXT-2023-1). The authors also acknowledge support by the “Deep-time Digital Earth” Science and Technology Leading Talents Team Funds for the Central Universities for the Frontiers Science Center for Deep-time Digital Earth, China University of Geosciences (Beijing) (Fundamental Research Funds for the Central Universities; grant number: 2652023001).
Acknowledgments
The authors thank Weiya Yu and Shiquan Huang for their help in the field investigation. Detailed reviews by Editor Valerio Acocella, Nick Varley, and two reviewers have significantly improved the manuscript.
Conflict of interest
The authors declare that the research was conducted in the absence of any commercial or financial relationships that could be construed as a potential conflict of interest.
Publisher’s note
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Supplementary material
The Supplementary Material for this article can be found online at: https://www.frontiersin.org/articles/10.3389/feart.2024.1376492/full#supplementary-material
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Keywords: Tengchong, Daliuchong, volcano, dacite, pre-eruptive processes, plumbing system
Citation: Su C, Wang M, Luo D and Hou T (2024) Petrological and geochemical insights into the magma plumbing system of the Daliuchong dacite eruption, Tengchong Volcanic Field, SW China. Front. Earth Sci. 12:1376492. doi: 10.3389/feart.2024.1376492
Received: 25 January 2024; Accepted: 18 April 2024;
Published: 22 May 2024.
Edited by:
Nick Varley, University of Colima, MexicoReviewed by:
Tomohisa Tamura, West Japan Engineering Consultants Inc., JapanKaroly Nemeth, Institute of Earth Physics and Space Science (EPSS), Hungary
Copyright © 2024 Su, Wang, Luo and Hou. This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms.
*Correspondence: Meng Wang, bXdhbmdAY3VnYi5lZHUuY24=; Tong Hou, dGhvdUBjdWdiLmVkdS5jbg==