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Trace Element Contents in Sphalerite from the Nayongzhi Zn-Pb Deposit, Northwestern Guizhou, China: Insights into Incorporation Mechanisms, Metallogenic Temperature and Ore Genesis

The Nayongzhi Zn-Pb deposit, located in the southeastern margin of the Sichuan-Yunnan-Guizhou (S-Y-G) Zn-Pb metallogenic province, China, has been recently discovered in this region and has an estimated resource of 1.52 Mt of metal at average grades of 4.82 wt % Zn and 0.57 wt % Pb. The ore bodies are hosted in the Lower Cambrian Qingxudong Formation dolostone and occur as stratiform, stratoid and steeply dipping veins. The predominant minerals are sphalerite, galena, dolomite, calcite with minor pyrite, and barite. In this paper, the inductively coupled plasma mass spectrometry (ICP-MS) technique has been used to investigate the concentrations of Fe, Cd, Ge, Ga, Cu, Pb, Ag, In, Sn, Sb, Co and Mn in bulk grain sphalerite from the Nayongzhi deposit, in an effort to provide significant insights into the element substitution mechanisms, ore-forming temperature and genesis of the deposit. This study shows that those trace elements (i.e., Cd, In, Sn, Sb, Fe, Mn, Cu, Ga, Ge, Ag, and Co) are present in the form of isomorphism in sphalerite, and strong binary correlation among some elements suggests direct substitution as Zn2+↔Fe2+ and coupled substitutions as Zn2+↔Ga3+ + (Cu, Ag)+ and Zn2+↔In3+ + Sn3+ + (vacancy), despite there being no clear evidence for the presence of Sn3+. Sphalerite from the Nayongzhi deposit is enriched in Cd, Ge and Ga and depleted in Fe, Mn, In and Co, which is similar to that of the Mississippi Valley-type (MVT) deposit and significantly different from that of the Volcanogenic Massive Sulfide (VMS) deposit, Sedimentary-exhalative (Sedex) deposit, skarn, and epithermal hydrothermal deposit. Moreover, the ore-forming temperature is relatively low, ranging from 100.5 to 164.4 ◦C, as calculated by the GGIMFis geothermometer. Geological characteristics, mineralogy and trace element contents of sphalerite suggest that the Nayongzhi deposit is a MVT deposit. In addition, according to the geological characteristics, Ag content in sphalerite, and Pb isotope evidence, the Nayongzhi deposit is distinct from the deposits associated with the Indosinian Orogeny in S-Y-G Zn-Pb metallogenic province (e.g., Huize, Daliangzi, Tianbaoshan and Tianqiao deposits), thus, suggesting that multi-stage Zn-Pb mineralization may have occurred in this region.


Introduction
Sphalerite (ZnS), one of the most common sulfide minerals, is the major ore of zinc, and approximately 95% of all primary zinc worldwide is extracted from sphalerite ores. Previous The S-Y-G Zn-Pb metallogenic province, located in the southwestern margin of the Yangtze Block, covers over 170,000 km 2 and consists of NE Yunnan, SW Sichuan, and NW Guizhou [27,28]. This area is confined by the NW-SE trending Weining-Shuicheng, the N-S trending Anninghe and the NW-SE trending Mile-Shizong, and the three regional fault belts extend deep into basement rocks. In addition, there are also numerous secondary NE-SW and NW-SE trending faults and thrust-fold belts [18].
In the S-Y-G region, the basement is composed of Mesoproterozoic to the Neoproterozoic Kunyang Group and their equivalents [29,30], which mainly consist of sandstone, siltstone, slate, shale, dolostone, and minor tuffaceous volcanic rocks with a total thickness of about 20 km, and experienced greenschist facies meta-morphism. During the Sinian to Late Permian, the western Yangtze Block was a passive continental margin, leading to the deposition of thick shallow marine sedimentary sequences [31], the unconformity of which covers the basement and are dominated by carbonates and clastic sediments [32]. They are overlain by the Permian Emeishan flood basalt, a

Regional Geology
The South China Craton is composed of the Yangtze Block in the northwest and the Cathaysia Block in the southeast. To the north, the early Mesozoic Qinling-Dabie Orogenic Belts lie between the Yangtze Block and the North China Craton. To the west, the Yangtze Block is bounded by the Tibetan tectonic domain (Figure 1a). The Yangtze Block is dominated by a Mesoproterozoic to early Neoproterozoic basement overlain by the middle Neoproterozoic weakly metamorphosed strata, the late Neoproterozoic unmetamorphosed Sinian, and Phanerozoic cover [18,26].
The S-Y-G Zn-Pb metallogenic province, located in the southwestern margin of the Yangtze Block, covers over 170,000 km 2 and consists of NE Yunnan, SW Sichuan, and NW Guizhou [27,28]. This area is confined by the NW-SE trending Weining-Shuicheng, the N-S trending Anninghe and the NW-SE trending Mile-Shizong, and the three regional fault belts extend deep into basement rocks. In addition, there are also numerous secondary NE-SW and NW-SE trending faults and thrust-fold belts [18].
In the S-Y-G region, the basement is composed of Mesoproterozoic to the Neoproterozoic Kunyang Group and their equivalents [29,30], which mainly consist of sandstone, siltstone, slate, shale, dolostone, and minor tuffaceous volcanic rocks with a total thickness of about 20 km, and experienced greenschist facies meta-morphism. During the Sinian to Late Permian, the western Yangtze Block was a passive continental margin, leading to the deposition of thick shallow marine sedimentary sequences [31], the unconformity of which covers the basement and are dominated by carbonates and clastic sediments [32]. They are overlain by the Permian Emeishan flood basalt, a product of mantle plume, which formed at ca. 260 Ma [33] and covered more than 250,000 km 2 [34,35]. During the late Triassic to Cenozoic, the western Yangtze Block was affected by the Indosinian Orogeny and the India-Asia collision, resulting in the deposition of continental facies, including terrigenous sandstones, conglomerates, and freshwater marls [36].
More than 400 Zn-Pb deposits are distributed in the S-Y-G Zn-Pb metallogenic province which are hosted in Sinain to Lower Permian carbonate or, rarely in siliceous carbonate rocks that spatially coexist with the Late Permian Emeishan flood basalts. These deposits are characterized by irregular ore bodies with simple mineral assemblages, weak wall rock alteration, controlled by thrust-fold tectonic fractures [37,38] and a high Pb + Zn ore grade [27,39] usually associated with Ag, Ge, Cd, Ga and In [15,28].

Geology of the Nayongzhi Deposit
The Nayongzhi deposit (26 • 25 N, 105 • 38 E) is located in the southeast margin of S-Y-G region, 40 km north-northwest of Puding city. The ore deposit is situated on the NE-trending asymmetric Wuzhishan overturned anticline (Figure 1b) that trends 315 • with an axial plane dipping to the SE ( Figure 1c); this anticline is 16 km in length and 4 km in width, where are distributed several lead-zinc deposits (e.g., Dujiaqiao, Nayongzhi, Xinmai, Xiabuchong, Yujiaba and Narun ore deposits; Figure 1b).

Strata and Structures
The dip angle of the SE wing ranges from 15 • to 23 • . Major faults in the area include the regional NE-trending Jichangpo fault, a subsidiary fault of the NW-trending fault, and a minor secondary NE-trending fault. The Jichangpo fault, which is characterized by a high dip angle (40 • -65 • ) and normal fault character, is over 6 km length and 1-5 m in width [23,25].
The exposed strata in the Nayongzhi mining district range from Sinian to Carboniferous ( Figure 2). The Upper Sinian Dengying Formation is a light gray thick-bedded coarse-grain dolostone overlain by Lower Cambrian, which was divided into four parts from bottom to top: (1) the Lower Cambrian Niutitang Formation, predominantly composed of black charcoal shale, grayish green silty claystone and black coarse-grain charcoal limestone, 30-50 m in thickness; (2) the Lower Cambrian Mingxinsi Formation, composed of yellow silty claystone, quartz sandstone and gray medium-bedded oolitic limestone, 150-170 m in thickness; (3) the Lower Cambrian Jinding Formation, consisting of argillaceous siltstone, quartz sandstone and limestone, over 150 m in thickness; (4) the Lower Cambrian Qingxudong Formation, which is the principal ore hosting sequence at the Nayongzhi deposit (Figure 3), and is predominantly composed of grayish white fine-grain dolostone, over 373.9 m in thickness. Notable unconformity is present between the Lower Cambrian Qingxudong Formation and Lower Carboniferous Xiangbai Formation. The Lower Carboniferous Xiangbai Formation is composed of gray mudstone, and argillaceous siltstone, and quartz sandstone, 1-10 m in thickness; the Lower Carboniferous Dapu Formation, overlain on the Lower Carboniferous Xiangbai Formation, is composed of light gray-gray white middle-thick coarse-grain dolostone interlayer dolomitic limestone, yellow shale and argillaceous siltstone, 30-100 m in thickness.

Ore Bodies, Ore Types and Mineralogy
The Nayongzhi orefield mainly includes four ore blocks, respectively, for Shaya, Jinpo, Lumaolin, and Yuhe ore blocks ( Figure 2). The Shaya ore block is situated in the southwest part of the mining area, where the ore bodies are typically 40-980 m in length and 0.75-13.5 m in thickness; the Pb + Zn resources of these bodies exceed 0.53 Mt, with the average grade of Zn 5.62 wt % and Pb 0.99 wt %. The Jinpo ore block is in the central part of the mining area, where the ore bodies are 50-1266 m in length and 1.0-21.3 m in thickness; the Pb + Zn resources of these bodies exceed 0.44 Mt with the average grade of Zn 5.60 wt % and Pb 0.64 wt %. The Lumaolin ore block is in the northeast part of the mining area, where the ore bodies are 50-1034 m in length and 0.35-11.5 m in thickness; the Pb + Zn resources of these bodies exceed 0.38 Mt, with the average grade of Zn 4.0 wt % and Pb 0.6 wt %. The ore bodies occur as lenticular, stratiform and parallel to the surrounding strata in Shayan, Jinpo and Lumaolin ore block. (Figure 3). In addition, the farthest northeast of the mining area is the Yuhe ore block, where the ore bodies are hosted within the fault fracture zone and extensive deepening long than 200 m. The Pb + Zn resources of this ore block are approximately 0.17 Mt, with the average grade of Zn 13.8 wt % and Pb 3.1 wt %.
Mineralization occurs in massive ores (Figure 4a,g), breccias (Figure 4b-e), disseminated ores ( Figure 4f) and veins (Figure 4h,i) in this deposit. Both sulfide and supergene ore are developed in the Nayongzhi deposit. Primary sulfide minerals are sphalerite, and galena and with minor pyrite in the Nayongzhi deposit (Figure 4a-i). Supergene ore is composed of smithsonite, goethite and cerussite [17]. The common gangue minerals are dolomite, calcite, with minor barite.

Ore Bodies, Ore Types and Mineralogy
The Nayongzhi orefield mainly includes four ore blocks, respectively, for Shaya, Jinpo, Lumaolin, and Yuhe ore blocks ( Figure 2). The Shaya ore block is situated in the southwest part of the mining area, where the ore bodies are typically 40-980 m in length and 0.75-13.5 m in thickness; the Pb + Zn resources of these bodies exceed 0.53 Mt, with the average grade of Zn 5.62 wt % and Pb 0.99 wt %. The Jinpo ore block is in the central part of the mining area, where the ore bodies are 50-1266 m in length and 1.0-21.3 m in thickness; the Pb + Zn resources of these bodies exceed 0.44 Mt with the average grade of Zn 5.60 wt % and Pb 0.64 wt %. The Lumaolin ore block is in the northeast part of the mining area, where the ore bodies are 50-1034 m in length and 0.35-11.5 m in thickness; the Pb + Zn resources of these bodies exceed 0.38 Mt, with the average grade of Zn 4.0 wt % and Pb 0.6 wt %. The ore bodies occur as lenticular, stratiform and parallel to the surrounding strata in Shayan, Jinpo and Lumaolin ore block. (Figure 3). In addition, the farthest northeast of the mining area is the Yuhe ore block, where the ore bodies are hosted within the fault fracture zone and extensive deepening long than 200 m. The Pb + Zn resources of this ore block are approximately 0.17 Mt, with the average grade of Zn 13.8 wt % and Pb 3.1 wt %.
Mineralization occurs in massive ores (Figure 4a    The principal ore textures are euhedral-subhedral granular, subhedral-anhedral granular, fragmented texture, and replacement texture. Granular texture is the most common. Sphalerite is characteristically fine-grained, euhedral-subhedral-anhedral granular, which is wrapped by calcite (Figure 5a (Figure 5i). Pyrite is fine-grained (0.1-1 mm), and commonly occurs as dissemination or bands in the wall rock adjacent to ores (Figure 5d), or encloses galena (Figure 5d,h); diagenetic pyrite is fine-grained and occurs as dissemination in the wall rock ( Figure 5c). Fragmented sphalerite is enclosed by pyrite or hydrothermal dolomite (Figure 5e). Replacement texture is identified, in which sphalerite is replaced by pyrite (Figure 5f) or replaces galena (Figure 5i).
The principal ore textures are euhedral-subhedral granular, subhedral-anhedral granular, fragmented texture, and replacement texture. Granular texture is the most common. Sphalerite is characteristically fine-grained, euhedral-subhedral-anhedral granular, which is wrapped by calcite (Figure 5a), hydrothermal dolomite (Figure 5b,g) and pyrite (Figure 5f), or encloses pyrite (Figure 5e). Most sphalerite are light yellow in color, but brownish and brownish red colors are occasionally observed (Figure 5a,b). Galena is euhedral-subhedral granular and veinlets; the individual grain is 0.1-10 mm diameter and has cubic cleavage (Figure 5c,d,h,i), which is enclosed by hydrothermal dolomite (Figure 5c,d), pyrite (Figure 5d,h) or sphalerite (Figure 5i). Pyrite is fine-grained (0.1-1 mm), and commonly occurs as dissemination or bands in the wall rock adjacent to ores (Figure 5d), or encloses galena (Figure 5d,h); diagenetic pyrite is fine-grained and occurs as dissemination in the wall rock (Figure 5c). Fragmented sphalerite is enclosed by pyrite or hydrothermal dolomite ( Figure  5e). Replacement texture is identified, in which sphalerite is replaced by pyrite (Figure 5f) or replaces galena (Figure 5i).

Mineral Paragenesis
Based on the field and microscopic observations of crosscutting relationships of veins and paragenetic relationships of various hydrothermal minerals, the mineralization process has been classified into three stages ( Figure 6), generally beginning from sedimentary diagenesis through hydrothermal mineralization followed by supergene oxidization, wherein the hydrothermal process can be divided into early-stage and late-stage according to distinct mineral assemblages. The early-

Mineral Paragenesis
Based on the field and microscopic observations of crosscutting relationships of veins and paragenetic relationships of various hydrothermal minerals, the mineralization process has been classified into three stages ( Figure 6), generally beginning from sedimentary diagenesis through hydrothermal mineralization followed by supergene oxidization, wherein the hydrothermal process can be divided into early-stage and late-stage according to distinct mineral assemblages. The early-stage mineralization is mainly massive ores and brecciated ores (Figure 4a,b,d,g,i), which consist of euhedral to subhedral coarse-grained sulfide minerals aggregates (sphalerite, galena and pyrite; Figure 5a,b,e-g,i), and veins or disseminated ores (Figure 4c,e,f,h) that is composed of subhedral to anhedral fine-grained aggregates (dominated by galena; Figure 5c). In the late-stage mineralization, gangue mineral hydrothermal dolomite and calcite occur as fragment or fine-veined aggregate cement that fill the fractures and voids of sulfide aggregation or wall rocks (Figure 4a-e,g). stage mineralization is mainly massive ores and brecciated ores (Figure 4a,b,d,g,i), which consist of euhedral to subhedral coarse-grained sulfide minerals aggregates (sphalerite, galena and pyrite; Figure 5a,b,e-g,i), and veins or disseminated ores (Figure 4c,e,f,h) that is composed of subhedral to anhedral fine-grained aggregates (dominated by galena; Figure 5c). In the late-stage mineralization, gangue mineral hydrothermal dolomite and calcite occur as fragment or fine-veined aggregate cement that fill the fractures and voids of sulfide aggregation or wall rocks (Figure 4a-e,g).

Sampling and Analytical Methods
The ore-bearing samples were collected from the mining adit at 1390 m and 1270 m and at the ore pile. Thirteen sphalerite samples were crushed to a size of 40-80 mesh, and were handpicked under a binocular microscope with a purity better than 99% for trace element analysis.

Electron Microprobe Analysis (EMPA)
Preliminary analyses were carried out using an electron microprobe analysis (EPMA) at the State Key Laboratory of Ore Deposit Geochemistry, Chinese Academy of Science (SKLODG), using a 1600 EMPA from the Shimadzu Corporation, Japan. All of the EPMA undertaken during this study was carried out on clear surface areas of representative ore mineral grains. This analysis was performed at an accelerating voltage of 15 kV, with a beam current of 20 nA and a 5 μm diameter electron beam. The limit of detection (LOD) was better than 0.05%.

Inductively Coupled Plasma Mass Spectrometry (ICP-MS)
The analysis of trace elements in sphalerite were carried out with an ICP-MS (Finnigan MAT, Bremen, Germany) at the National Geological Analytical and Testing Center, Chinese Academy of Geological Sciences, Beijing, using the method of Qi et al. [40]. For sample preparation about 50 mg of powdered sample was dissolved by 1 mL of HF and 1 mL of HNO3 in a PTFE bomb; then the sealed bombs were heated to 190 °C for about 36 h in an electric oven. After cooling, the bombs were placed on a hot plate to evaporate to dryness. A quantity of 2 mL of HNO3 and 4 mL of ultrapure water were added, and then 500 ng of Rh was added as an internal standard. The bomb was again sealed and heated to 140 °C for about 5 h in an electric oven to dissolve the residue. After cooling, the final dilute factor was about 3000 for ICP-MS measurements. GSR-5 (Shale, Qi et al. [40]) was used as the external standard, with an analytic precision of greater than 5%. Minimum LOD was usually 100 ppm for Zn

Sampling and Analytical Methods
The ore-bearing samples were collected from the mining adit at 1390 m and 1270 m and at the ore pile. Thirteen sphalerite samples were crushed to a size of 40-80 mesh, and were handpicked under a binocular microscope with a purity better than 99% for trace element analysis.

Electron Microprobe Analysis (EMPA)
Preliminary analyses were carried out using an electron microprobe analysis (EPMA) at the State Key Laboratory of Ore Deposit Geochemistry, Chinese Academy of Science (SKLODG), using a 1600 EMPA from the Shimadzu Corporation, Japan. All of the EPMA undertaken during this study was carried out on clear surface areas of representative ore mineral grains. This analysis was performed at an accelerating voltage of 15 kV, with a beam current of 20 nA and a 5 µm diameter electron beam. The limit of detection (LOD) was better than 0.05%.

Inductively Coupled Plasma Mass Spectrometry (ICP-MS)
The analysis of trace elements in sphalerite were carried out with an ICP-MS (Finnigan MAT, Bremen, Germany) at the National Geological Analytical and Testing Center, Chinese Academy of Geological Sciences, Beijing, using the method of Qi et al. [40]. For sample preparation about 50 mg of powdered sample was dissolved by 1 mL of HF and 1 mL of HNO 3 in a PTFE bomb; then the sealed bombs were heated to 190 • C for about 36 h in an electric oven. After cooling, the bombs were placed on a hot plate to evaporate to dryness. A quantity of 2 mL of HNO 3 and 4 mL of ultrapure water were added, and then 500 ng of Rh was added as an internal standard. The bomb was again sealed and heated to 140 • C for about 5 h in an electric oven to dissolve the residue. After cooling, the final dilute factor was about 3000 for ICP-MS measurements. GSR-5 (Shale, Qi et al. [40]) was used as the external standard, with an analytic precision of greater than 5%. Minimum LOD was usually 100 ppm for Zn and Fe, 1 ppm for the trace elements Cd, Cu, Pb, Mn and Sn, and 0.1 ppm for the trace elements Ga, Ge, Co and Ag. In addition, LOD of In was better than 0.01 ppm analyzed by ICP-MS.

Principal Components Analysis of Trace Element Datasets
Principal component analysis (PCA), one of most useful multivariate statistical analyses, uses an orthogonal transformation to convert a set of observations of possibly correlated variables into a set of values of linearly uncorrelated variables. It is a powerful variable-reduction technique designed to project data in two-dimensions with minimal data loss. PCA is directly calculated as the eigenvectors of the correlation matrix and are ordered by decreasing eigenvalues. Notably, PCA is the simplest of the true eigenvector-based multivariate analyses. Its operation often can be recognized as revealing the internal structure of the data in a way that best explains the variance in the data. More detailed descriptions of the PCA method can be found in multivariate statistics textbooks [41,42].
PCA is widely used in the field of geochemical exploration on large-scale datasets [43], which helps to better understand the underlying ore mineralization and its organization. Consequently, PCA has also found application in isotope geochemistry [44,45] and sulfide geochemistry [46]. Therefore, we emphasize the use of multivariate statistics to better interpret the trace element data in mineral geochemistry and understand their relationship. Consequently, PCA will be applied to the trace element datasets in our study. All computations were performed using Statistical Product and Service Solutions (SPSS) 21.0 software.

Trace Element Contents
Electron microprobe analysis for some trace elements are listed in Table 1 and Appendix A. The results of EMPA show that the Nayongzhi sphalerite are composed of 64.59 ± 1.01 wt % Zn, which is similar to the content (65.37 ± 0.41 wt %) measured by ICP-MS, and 32.90 ± 0.84 wt % S. Fe were consistently detected with mean concentrations of 1.30 ± 0.98 wt %. Moreover, Cd was detected in 17 spots with contents up to 0.36 wt %; Ge was detected in only 2 spots, with concentration of 500 and 700 ppm. The trace elements in sphalerite that were determined with ICP-MS are summarized in Table 2, and histograms of the element contents are shown in Figure 7.
Sphalerite displays significant Fe and Cd contents (n × 10 −3 -n × 10 −2 ), which show a weak anti-correlation (R 2 = 0.45). Fe displays concentrations of 1.42-1.77 wt %, with a mean of 1.57 wt %, and Cd displays concentrations from 774-1140 ppm, with a mean of 939 ppm. On other hand, Pb contents vary widely, from 576 to 7360 ppm, with an average of 1413 ppm, and most of the sample is lower than 1670 ppm, except for one sphalerite sample (SY-35) that is higher than 7360 ppm, which means that it is likely to contain micro-inclusion (e.g., galena) that resulted in the high lead concentration.

Principal Components Analysis of Trace Elements
The results of the principle components analysis of the ICP-MS dataset are shown in Figure 8, where the element distributions highlight two principal components. Principal Component 1 (PC1) accounts for 52.5% of element content variability (Figure 8a), including Fe, Cu, Ga and Ag (loading PC1; Figure 8b), whereas Principal Component 2 (PC2) accounts for 22.5% of element content

Principal Components Analysis of Trace Elements
The results of the principle components analysis of the ICP-MS dataset are shown in Figure 8, where the element distributions highlight two principal components. Principal Component 1 (PC1) accounts for 52.5% of element content variability (Figure 8a), including Fe, Cu, Ga and Ag (loading PC1; Figure 8b), whereas Principal Component 2 (PC2) accounts for 22.5% of element content variability (Figure 8a), is composed of In and Sn (loading PC2; Figure 8b). Interestingly, PC1 is divided into two sub-groups: (Fe) and (Cu, Ga, and Ag). The element distributions are projected on the PC1 vs. PC2 plane, together accounting for 75.0% of element content variability (Figure 8c).

Trace Element Substitution Mechanism
The appearance of multi-element correlation groups using PCA (Figure 8b) (i.e., Fe, Cu, Ga and Ag in loading PC1, and In and Sn in loading PC2) may be reasonably associated with trace element incorporation in sphalerite. The small angle among Ga, Cu, and Ag in the PCA confirms the approximate positive correlation, which is consistent with the correlation plot of Ga vs. (Cu + Ag) (Figure 9a). The strong correlation (R 2 = 0.88) between Ga and (Ag + Cu) in sphalerite implies that these three elements are involved in a coupled substitution. In sphalerite, both Cu and Ag likely exist in the +1 state, and Ga likely exists in the +3 state, which have been interpreted [4,10,47,48] as residing in solid solution in sphalerite. The coupled substitution in sphalerite for the case of this deposit may thus be accurately expressed as 2Zn 2+ ↔Ga 3+ + (Ag, Cu) + , in agreement with Cook et al. [4].
Meanwhile, the small angle between In and Sn in the PCA (Figure 8c) is supported by the strong positive correlation that is observed between In and Sn (R 2 = 0.78; Figure 9c). This indicates that sphalerite samples that are rich in Sn are also rich in In. In 3+ is generally assumed to be present in most minerals [4-6,49]; nevertheless, the main oxidation states of Sn 2+ , Sn 3+ , and Sn 4+ will be somewhat

Trace Element Substitution Mechanism
The appearance of multi-element correlation groups using PCA (Figure 8b) (i.e., Fe, Cu, Ga and Ag in loading PC1, and In and Sn in loading PC2) may be reasonably associated with trace element incorporation in sphalerite. The small angle among Ga, Cu, and Ag in the PCA confirms the approximate positive correlation, which is consistent with the correlation plot of Ga vs. (Cu + Ag) (Figure 9a). The strong correlation (R 2 = 0.88) between Ga and (Ag + Cu) in sphalerite implies that these three elements are involved in a coupled substitution. In sphalerite, both Cu and Ag likely exist in the +1 state, and Ga likely exists in the +3 state, which have been interpreted [4,10,47,48] as residing in solid solution in sphalerite. The coupled substitution in sphalerite for the case of this deposit may thus be accurately expressed as 2Zn 2+ ↔Ga 3+ + (Ag, Cu) + , in agreement with Cook et al. [4]. is problematic and requires further work using X-ray absorption near edge structure (XANES)/X-ray photoelectron spectroscopy (XPS) as in Goh et al. [50], Cook et al. [10] and more recently in Belissont et al. [11]. The strong anti-correlation between Zn and Fe (R 2 = −0.96; Figure 9b) in our data support specific studies on trace element incorporation in sphalerite [6,8,51,52], which is suggestive of a direct substitution of divalent cations as Zn 2+ ↔Fe 2+ (Figure 8c). Moreover, Figure 10 shows that the strong negative correlation is observed among (Cd + In + Sn + Sb + Fe + Mn + Cu + Ga + Ge + Ag + Co) and Zn (R 2 = −0.94), which suggests that those trace elements (Cd, In, Sn, Sb, Fe, Mn, Cu, Ga, Ge, Ag and Co) mainly exist in the form of isomorphism in sphalerite that is thought to be involved in the mechanism of their enrichment in sphalerite [4,5,53,54]. In addition, these elements of sphalerite that generally occur in obscure valences, such as Sb, Mn, and Tl, will need to have their oxidation states accurately determined by appropriate methods (e.g., X-ray absorption spectrum) in the future. Meanwhile, the small angle between In and Sn in the PCA (Figure 8c) is supported by the strong positive correlation that is observed between In and Sn (R 2 = 0.78; Figure 9c). This indicates that sphalerite samples that are rich in Sn are also rich in In. In 3+ is generally assumed to be present in most minerals [4][5][6]49]; nevertheless, the main oxidation states of Sn 2+ , Sn 3+ , and Sn 4+ will be somewhat present. Figure 9d shows that there is an unambiguously expressed non-correlation between (In + Sn) and (Cu + Ag), and the involvement of monovalent cations is difficult to verify because Cu and Ag are more concentrated than In and Sn in all samples, which could impossibly involve the following mechanisms: 3Zn 2+ ↔In 3+ + Sn 2+ + (Cu, Ag) + or 4Zn 2+ ↔In 3+ + Sn 4+ + (Cu, Ag) + + (where denotes a vacancy). Consequently, the correlation between In and Sn suggests a potential coupled substitution 3Zn 2+ ↔In 3+ + Sn 3+ + , which is consistent with previous study results [13]. The oxidation state of Sn is problematic and requires further work using X-ray absorption near edge structure (XANES)/X-ray photoelectron spectroscopy (XPS) as in Goh et al. [50], Cook et al. [10] and more recently in Belissont et al. [11].
The strong anti-correlation between Zn and Fe (R 2 = −0.96; Figure 9b) in our data support specific studies on trace element incorporation in sphalerite [6,8,51,52], which is suggestive of a direct substitution of divalent cations as Zn 2+ ↔Fe 2+ (Figure 8c). Moreover, Figure 10 shows that the strong negative correlation is observed among (Cd + In + Sn + Sb + Fe + Mn + Cu + Ga + Ge + Ag + Co) and Zn (R 2 = −0.94), which suggests that those trace elements (Cd, In, Sn, Sb, Fe, Mn, Cu, Ga, Ge, Ag and Co) mainly exist in the form of isomorphism in sphalerite that is thought to be involved in the mechanism of their enrichment in sphalerite [4,5,53,54]. In addition, these elements of sphalerite that generally occur in obscure valences, such as Sb, Mn, and Tl, will need to have their oxidation states accurately determined by appropriate methods (e.g., X-ray absorption spectrum) in the future.

Ore-Forming Temperature
Some of the early researchers [12,13] suggested that the trace elements in sphalerite have a close relationship with the ore-forming temperature. They ascribed an association of high Ga and Ge, and low Fe, In and Mn concentrations to "low temperature" deposits, and an association of low Ga and Ge, and high Fe, In and Mn concentrations to "high temperature" deposits. This suggestion was based on the geological criteria and never substantiated by relevant thermometric data or appropriate statistical analyses, whereas Frenzel et al. [7]  with Ga, Ge, In and Mn concentrations in ppm, and Fe concentration in wt %. The relationship is sufficiently strong that it could be used as a geothermometer (GGIMFis). The empirical relationship between PC1* and temperature (T) is as follows: T(°C) = −(54.4 ± 7.3) × PC 1* + (208 ± 10).
As mentioned above, the trace element contents in sphalerite from the Nayongzhi deposit, characterized by rich Cd (774-1140 ppm), Ge (73.4-336.0 ppm), Ga (33.9-75.9 ppm), and low In (0.10-0.44 ppm), Co (0.9-1.1 ppm), Mn (20-30 ppm), and especially Fe (in the range between 14,200 and 17,700 ppm, which is much lower than the high temperature origin of marmatite (Fe concentration exceeds 10 wt % )), is similar to the MVT deposit (e.g., the Niujiaotang deposit in east Guizhou with an ore-forming temperature lower than 150 °C; Ye et al. [55]). Furthermore, the ore-forming temperature of the Nayongzhi deposit is shown in Table 2 and Figure 11; it ranges from 100.5 to 164.4 °C calculated by the trace element geothermometer (GGIMFis) [7], which is close to the homogenization temperature of fluid inclusions in sphalerite from this deposit (102.1-155.2 °C, Wei. [56]). In summary, the Nayongzhi deposit should be considered a low temperature deposit, with oreforming temperatures between 100.5 and 164.4 °C, in accordance with the metallogenic temperature of a typical MVT deposit (90-150 °C) [57].

Ore-Forming Temperature
Some of the early researchers [12,13] suggested that the trace elements in sphalerite have a close relationship with the ore-forming temperature. They ascribed an association of high Ga and Ge, and low Fe, In and Mn concentrations to "low temperature" deposits, and an association of low Ga and Ge, and high Fe, In and Mn concentrations to "high temperature" deposits. This suggestion was based on the geological criteria and never substantiated by relevant thermometric data or appropriate statistical analyses, whereas Frenzel et al. [7] indicated that the concentrations of Ga, Ge, Fe, Mn and In of sphalerite chemistry are strongly controlled by fluid temperature; the results of the principal components analysis demonstrate that the first principal component of the dataset (PC1) is strongly correlated with the homogenization temperature of the fluid inclusion(R 2 = 0.82, P < 2 × 10 −16 ).
It may be expressed as follows: PC 1* = In 3) × PC 1* + (208 ± 10). As mentioned above, the trace element contents in sphalerite from the Nayongzhi deposit, characterized by rich Cd (774-1140 ppm), Ge (73.4-336.0 ppm), Ga (33.9-75.9 ppm), and low In (0.10-0.44 ppm), Co (0.9-1.1 ppm), Mn (20-30 ppm), and especially Fe (in the range between 14,200 and 17,700 ppm, which is much lower than the high temperature origin of marmatite (Fe concentration exceeds 10 wt % )), is similar to the MVT deposit (e.g., the Niujiaotang deposit in east Guizhou with an ore-forming temperature lower than 150 • C; Ye et al. [55]). Furthermore, the ore-forming temperature of the Nayongzhi deposit is shown in Table 2 and Figure 11; it ranges from 100.5 to 164.4 • C calculated by the trace element geothermometer (GGIMFis) [7], which is close to the homogenization temperature of fluid inclusions in sphalerite from this deposit (102.1-155.2 • C, Wei. [56]). In summary, the Nayongzhi deposit should be considered a low temperature deposit, with ore-forming temperatures between 100.5 and 164.4 • C, in accordance with the metallogenic temperature of a typical MVT deposit (90-150 • C) [57]. Figure 11. The homogenization temperature of the Nayongzhi deposit showing the GGIMFis geothermometer (modified after Frenzel et al. [7]). Note: the prediction intervals of linear fit are shown as the red lines. 95% confidence intervals are shown as the black dotted lines, while the line of best fit is shown as the black line.

Genetic Type of Deposit
In discrimination of genetic type of ore deposit, the trace elements in sphalerite show good application prospects [4][5][6]15,16]. Cook et al. [4] noted that trace element contents in sphalerite from different genetic types of deposit have obvious differences. Subsequently, Ye et al. [5] demonstrated that sphalerite from each genetic type of deposit shows a distinct chemical signature, e.g., the skarn deposits feature is high Co and Mn; their distal character is reflected by low In. The syngenetic massive sulfides deposit is characterized by elevated In, Sn and Ga, whereas the MVT deposits are typically enriched in Ge, Cd, Tl, and As. Consequently, trace elements in sphalerite show promise as a tracer for genetic type of mineral deposits.
As noted above, the most important characteristics of the Nayongzhi deposit include: (1) the steeply dipping veined Zn-Pb ore body cutting cross the carbonate rocks was developed, which shows a epigenetic origin; (2) low ore grade and dominated by zinc, with minor Pb; (3) ore bodies in conformity with the country rocks in attitude, occurring as bedded or bed-like formations; (4) simple mineral assemblage, with dominant minerals of sphalerite, galena, dolomite, calcite, and rarely pyrite Figure 11. The homogenization temperature of the Nayongzhi deposit showing the GGIMFis geothermometer (modified after Frenzel et al. [7]). Note: the prediction intervals of linear fit are shown as the red lines. 95% confidence intervals are shown as the black dotted lines, while the line of best fit is shown as the black line.

Genetic Type of Deposit
In discrimination of genetic type of ore deposit, the trace elements in sphalerite show good application prospects [4][5][6]15,16]. Cook et al. [4] noted that trace element contents in sphalerite from different genetic types of deposit have obvious differences. Subsequently, Ye et al. [5] demonstrated that sphalerite from each genetic type of deposit shows a distinct chemical signature, e.g., the skarn deposits feature is high Co and Mn; their distal character is reflected by low In. The syngenetic massive sulfides deposit is characterized by elevated In, Sn and Ga, whereas the MVT deposits are typically enriched in Ge, Cd, Tl, and As. Consequently, trace elements in sphalerite show promise as a tracer for genetic type of mineral deposits.
Sphalerite from the Nayongzhi deposit is characterized by low In, Co and Mn, which is distinct from the syngenetic massive sulfides and magmatic hydrothermal deposits (In > 50 ppm and Mn > 1000 ppm; Frenzel et al. [7] and Ye et al. [15]), and differs from the distal skarn deposits (Co > 200 ppm and Mn > 1000 ppm; Ye et al. [15]); this sphalerite is the relatively rich Cd, Ge, and Ga that show strong similarities with MVT deposits (Ge > 45 ppm and Cd > 2700 ppm; Frenzel et al. [7] and Ye et al. [15]). The samples from the Nayongzhi deposit, similar to the Niujiaotang Zn-Cd deposit, the notable MVT deposit in China, are located in an MVT deposit area (e.g., Mengxing, Huize and Tianbaoshan deposit, China; Ye et al. [5,15]) in the trace discrimination diagram of Ag-Mn, In/Cd-Mn, In/Ge-Mn, and In + Sn-Mn (Figure 12), and they are distinct from the Volcanogenic Massive Sulfide (VMS) deposits (e.g., Vorta. S. Romaina; Eskay Creek,BC; Sauda, Western Norway; Bergslagen district; Laochang deposit, China; Cook et al. [4] and Ye et al. [5]) and Sedex deposits (e.g., Dabaoshan deposit, China; Ye et al. [5]); in addition, they are even more clearly different from the epithermal deposits (e.g., Neogene epithermal mineralization, East Carpathians; Toyoha Cu-Zn-In deposit, Japan; Cook et al. [4]) and skarn/distal skarn deposits (e.g., Majdanpek, Serbia; Ocna de Fier and Baita Bihor, Romaina; Kamioka, Japan; Konnerudkollen, Norway; Lefevre, Canada; Bainiuchang and Luziyuan deposit, China; Cook et al. [4] and Ye et al. [5]). data indicate the metal displays the upper crust source, most likely derived from the basement rocks, and reduced sulfur in the ore-forming fluid was likely the product of marine sulfate in the ore hosting Cambrian and Sinian strata by thermal-chemical reduction [17,18]. These features of the Nayongzhi deposit are consistent with those of the typical MVT deposit [57][58][59]. Combined with the evidence of geology, Pb, S isotopes and trace elements in sphalerite, the Nayongzhi deposit should be described as a MVT lead-zinc deposit.

A New Discovery of a Zn-Pb Mineralization Event in the S-Y-G Metallogenic Province?
Several studies reveal that the collision of the Indochina Block with the South China Block (Indosinian Orogeny) triggered regional migration of the basinal brines that leached ore-forming elements from basement rock to form the S-Y-G Zn-Pb metallogenic province [60,61]. The major features of those deposits (Table 3) are the following: (1) they occur in foreland thrust belts; (2) the majority of the ore bodies are vein-type, controlled by faults cutting the Upper Sinian, Carboniferous and Permian dolostone and limestone sequences; (3) high Pb + Zn ore grades (10-30 wt %), ore grades of a few deposits (e.g., Huize; Han et al. [28]) exceeded 50 wt %; (4) temperatures of ore deposition are typically 150 °C to 270 °C; and (5) ore-fluids were basinal brines with 6.0 to 20 wt % NaCl eqv. In contrast, there are noticeable differences between the Nayongzhi deposit and other Zn-Pb deposits particularly for the geological setting, morphology of ore bodies, the grade of ore, ore-forming temperature, and ore-controlling structure along the S-Y-G Zn-Pb metallogenic province.
Moreover, the Ag contents of sphalerite from Nayongzhi deposit are very low, ranging from 0.9 to 1.2 ppm, whereas the other Zn-Pb deposits (e.g., Huize, Daliangzi, Tianbaoshan and Tianqiao As noted above, the most important characteristics of the Nayongzhi deposit include: (1) the steeply dipping veined Zn-Pb ore body cutting cross the carbonate rocks was developed, which shows a epigenetic origin; (2) low ore grade and dominated by zinc, with minor Pb; (3) ore bodies in conformity with the country rocks in attitude, occurring as bedded or bed-like formations; (4) simple mineral assemblage, with dominant minerals of sphalerite, galena, dolomite, calcite, and rarely pyrite and barite; (5) coarsely crystalline to fine-grained, massive, brecciated and disseminated sulfides; and (6) alterations consisting mainly of dolomitization, host-rock dissolution and brecciation. Isotopic data indicate the metal displays the upper crust source, most likely derived from the basement rocks, and reduced sulfur in the ore-forming fluid was likely the product of marine sulfate in the ore hosting Cambrian and Sinian strata by thermal-chemical reduction [17,18]. These features of the Nayongzhi deposit are consistent with those of the typical MVT deposit [57][58][59]. Combined with the evidence of geology, Pb, S isotopes and trace elements in sphalerite, the Nayongzhi deposit should be described as a MVT lead-zinc deposit.

A New Discovery of a Zn-Pb Mineralization Event in the S-Y-G Metallogenic Province?
Several studies reveal that the collision of the Indochina Block with the South China Block (Indosinian Orogeny) triggered regional migration of the basinal brines that leached ore-forming elements from basement rock to form the S-Y-G Zn-Pb metallogenic province [60,61]. The major features of those deposits (Table 3) are the following: (1) they occur in foreland thrust belts; (2) the majority of the ore bodies are vein-type, controlled by faults cutting the Upper Sinian, Carboniferous and Permian dolostone and limestone sequences; (3) high Pb + Zn ore grades (10-30 wt %), ore grades of a few deposits (e.g., Huize; Han et al. [28]) exceeded 50 wt %; (4) temperatures of ore deposition are typically 150 • C to 270 • C; and (5) ore-fluids were basinal brines with 6.0 to 20 wt % NaCl eqv. In contrast, there are noticeable differences between the Nayongzhi deposit and other Zn-Pb deposits particularly for the geological setting, morphology of ore bodies, the grade of ore, ore-forming temperature, and ore-controlling structure along the S-Y-G Zn-Pb metallogenic province.
Moreover, the Ag contents of sphalerite from Nayongzhi deposit are very low, ranging from 0.9 to 1.2 ppm, whereas the other Zn-Pb deposits (e.g., Huize, Daliangzi, Tianbaoshan and Tianqiao deposit) in S-Y-G district are relatively enriched in Ag, which is one or two order of magnitude higher than that of the Nayongzhi deposit ( Figure 13) [68,69]) of typical carbonate hosted Zn-Pb deposits (e.g., Huize, Daliangzi, Tianbaoshan and Tianqiao deposit;) in S-Y-G Zn-Pb metallogenic province. In addition, In Pb-Pb diagrams (Figure 14a,b), the Pb isotopic data of the Nayongzhi deposit samples distribute in a narrow range, which is distinctly different from those Zn-Pb mineralization (e.g., Huize, Daliangzi, Tianbaoshan and Tianqiao deposit) associated with the Indosinian Orogeny in S-Y-G district. The Pb isotopic evidence indicates that it is impossible that the ore-forming metal of Nayongzhi deposit and other deposits in S-Y-G district are derived from an identical source.
Consequently, the geological features, Ag content of sphalerite and the Pb isotopic composition of sulfides (pyrite, galena and sphalerite) indicate that the Nayongzhi deposit is unlikely a product of the Indosinian Orogeny. Multistage Zn-Pb mineralization may occur in the S-Y-G district, which still need a precise geochronology to verify in the future. deposit) in S-Y-G district are relatively enriched in Ag, which is one or two order of magnitude higher than that of the Nayongzhi deposit ( Figure 13) Figure  14a,b), the Pb isotopic data of the Nayongzhi deposit samples distribute in a narrow range, which is distinctly different from those Zn-Pb mineralization (e.g., Huize, Daliangzi, Tianbaoshan and Tianqiao deposit) associated with the Indosinian Orogeny in S-Y-G district. The Pb isotopic evidence indicates that it is impossible that the ore-forming metal of Nayongzhi deposit and other deposits in S-Y-G district are derived from an identical source. Consequently, the geological features, Ag content of sphalerite and the Pb isotopic composition of sulfides (pyrite, galena and sphalerite) indicate that the Nayongzhi deposit is unlikely a product of the Indosinian Orogeny. Multistage Zn-Pb mineralization may occur in the S-Y-G district, which still need a precise geochronology to verify in the future. Figure 13. Ag content of sphalerite from Tianbaoshan, Daliangzi, Huize, Tianqiao and Nayongzhi deposit in S-Y-G Zn-Pb metallogenic province. Note: plots are based on data from Ye et al. [5,15], Li et al. [70] and Yuan et al. [71]. Minimum, maximum, median, lower quartile and upper quartile are indicated by the lowest point, the uppermost point, the line across the rectangular box, the upper boundary of the rectangular box, the lower boundary of the rectangular box of each column, respectively. Figure 13. Ag content of sphalerite from Tianbaoshan, Daliangzi, Huize, Tianqiao and Nayongzhi deposit in S-Y-G Zn-Pb metallogenic province. Note: plots are based on data from Ye et al. [5,15], Li et al. [70] and Yuan et al. [71]. Minimum, maximum, median, lower quartile and upper quartile are indicated by the lowest point, the uppermost point, the line across the rectangular box, the upper boundary of the rectangular box, the lower boundary of the rectangular box of each column, respectively.