Introduction

Cooling of Earth’s climate during the Cenozoic is broadly thought to have been related to decreasing atmospheric CO2 concentrations1,2,3. The key factors leading to such decreases remain the subject of considerable debate4,5,6,7,8. Two hypotheses have been proposed. The first invokes an increasing rate of CO2 consumption by silicate weathering during the Cenozoic, caused by the uplift of the Tibetan Plateau9,10,11,12. The second focuses on a decreasing rate of CO2 release from Earth’s interior in the Cenozoic, attributed to the shutdown of the Neo-Tethyan decarbonation subduction factory during the India-Asia continent collision7,8,13. Despite the clear distinction between these two hypotheses, both contain the premise that the India-Asia collision is the ultimate cause of atmospheric CO2 concentration variations in the Cenozoic. Thus, a better understanding of the processes of India-Asia collision might well provide important constraints on controls of Cenozoic atmospheric CO2 variations.

Several studies14,15,16,17,18 indicate that Cenozoic magmatism and metamorphism in the Tibetan Plateau are reliable recorders of the evolution of India-Asia collision processes and the formation of the Himalayan-Tibetan orogen. Magmatic and metamorphic degassing, which are fundamentally linked to such plate tectonic processes, are important parts of the Earth’s deep carbon cycle on million-year time scales8,19,20,21. Thus, a better understanding of magmatic and metamorphic emissions in Tibet should bring with it the potential for providing critical constraints on explanations of atmospheric CO2 concentration variations in the Cenozoic. It is even possible that deep carbon cycle processes associated with the India-Asia collision might have served as critical drivers of both atmospheric CO2 concentration variations and palaeoclimatic changes in the Cenozoic8,20.

Along these lines of logic, recent studies have indicated that the convergence rate between the Indian and Asian continents, together with the magnitude and recycling efficiency of subducted Neo-Tethyan lithosphere, has exerted important controls on the amount of magmatic CO2 emissions and thereby global climate changes in the Cenozoic19,22. Further, enhanced magmatic CO2 degassing in the early Cenozoic due to subduction of a carbonate-rich component beneath the Tethyan-Himalayan orogen has been proposed as a cause of the late Paleocene-early Eocene climate warming7,13,23. Based on geological studies of the geodynamic evolution of the India-Asia subduction and collisional systems, Sternai et al. have modelled the climatic effects of Neo-Tethyan arc extinction8. They propose that waning volcanic degassing along the southern Eurasian margin might have resulted in the long-term palaeoclimate cooling in the Cenozoic. Finally, Anagnostou et al. have re-evaluated the possibility of a genetic relationship between global volcanism (including Neo-Tethyan arc volcanic activity), silicate weathering and atmospheric CO2 levels in the Eocene using their recently developed continuous CO2 record, concluding that enhanced volcanism is a potential driving factor of high levels of atmospheric CO2 during the EECO (early Eocene climatic optimum; 49–53 Ma)24.

CO2 outgassing due to metamorphic decarbonation along the Himalayan orogenic belt has also been inferred to have contributed substantially to atmospheric CO2 levels in the Cenozoic25,26,27. Yet the importance of metamorphic CO2 emissions in controlling the evolution of atmospheric CO2 levels over the last 65 Ma, and hence their role in the evolution of Cenozoic climate, remains poorly constrained28,29,30. Despite the fact that the above studies have indicated significant contributions from Tibetan-Himalayan magmatic and metamorphic outgassing to global climate changes, there remains a lack of continuous and quantitative calculations of both magmatic and metamorphic outgassing fluxes from early to late over the whole Cenozoic. This has, in turn, precluded a more critical analysis of the tectonic processes involved in the uplift of the Tibetan Plateau as a source or sink of atmospheric CO231,32.

Here, in order to quantify the further exploration of relationships between the tectonic evolution of Tibet and global atmospheric CO2 variations, we develop a model capable of generating calculated fluxes from Tibetan magmatic and metamorphic CO2 outgassing over the last 65 Ma. The model is constrained by new and previously published geochemical and geochronological data for magmatic rocks in the Plateau. Based on the results of our model, together with a determination of the geodynamic evolution of the continental collision in the formation of the Himalayan-Tibetan orogen, we propose that the magmatic–metamorphic CO2 degassing generated by the closure of the Neo-Tethyan Ocean and the India-Asia collision drove global Cenozoic CO2 variations and climate changes. The results presented here comprise a comprehensive set of evidence from independent observational data sets on the tectonic evolution of Tibet which bear on the question of the controlling factors of atmospheric CO2 concentration variations in the Cenozoic.

Results

Three-stage evolution of Cenozoic magmatism in Tibet

Cenozoic magmatism has occurred across the entire Tibetan Plateau14,15,16,33. Our new geochemical data for 56 samples of primitive magmatic rocks, together with previously published geochronological and geochemical data for 231 samples, cover all Cenozoic volcanic fields (i.e., 55 volcanic fields shown in Fig. 1) in the Tibetan Plateau (Supplementary Data 1 and Data 2). Based on these data, Cenozoic magmatic activity can be subdivided into three stages—from early to late—on the basis of compositional differences (Fig. 1) whose origins have been linked to the mantle source regions of the magmas (Fig. 2). The Stage 1 magmas (65–55 Ma) are Andean-type igneous rocks in southern Tibet (Fig. 1), which are interpreted to result from Neo-Tethyan lithospheric subduction (Fig. 2b, Supplementary Figs. 1 and 2). Their Sr–Nd–Pb isotopic compositions indicate that their mantle source regions are dominated by enriched components derived from subducted silicate-rich terrigenous sediments (Supplementary Fig. 3). The Stage 2 magmatic rocks (55–25 Ma) are composed of large-scale lava flows and pyroclastic deposits in central-southern Tibet (Fig. 1)14,33. They have been interpreted to result from upwelling of a mantle transition zone (MTZ)-derived carbonated asthenospheric mantle plume (CMP), induced by the northward subduction of the Indian slab (Fig. 2c, Supplementary Figs. 15). Our Sr–Nd–Pb isotopic data indicate that the mantle source of the parental magmas was characterised by extensive enrichment in a subducted Indian carbonate-rich component (Supplementary Figs. 3 and 6), with a much higher carbonate component than the sources of Stage 1 and 3 magmas. The Stage 3 magmas (25 Ma-present) is characterised by small-volume K-rich lava flow series15, which are sporadically distributed in the south and north of the Plateau (Fig. 1). They are interpreted to result from dual polarity subduction of the Indian and Asian continents (Fig. 2d, Supplementary Figs. 4 and 5). The Sr–Nd–Pb isotopic compositions of Stage 3 magmatic rocks indicate that they result from subduction of silicate-rich continental material (Supplementary Fig. 6)16.

Fig. 1: Spatio-temporal distribution of Cenozoic three-stage magmatism in the Tibetan Plateau.
figure 1

Spatial distribution, geochronological and geochemical data for the magmatic rocks are taken from Supplementary Data 1 and 2. Stage 1 (65–55 Ma) formed in south Tibet (blue fields); Stage 2 (55–25 Ma) occurred in south-central Tibet, which includes Stage 2(a) in south Tibet (55–50 Ma; yellow fields) and Stage 2(b) in central Tibet (50–25 Ma; red fields); Stage 3 is distributed in south and north Tibet (purple fields). BNS Bangong–Nujiang suture, HHS higher Himalayan sequence, ITS Indus-Tsangpo suture, JS Jinsha suture, KS Kunlun suture, LHS lesser Himalayan sequence, MBT main boundary thrust, MCT main central thrust, STD south Tibetan detachment, THS Tethyan Himalayan sequence.

Fig. 2: Trilogy of plate subduction related to three-stage evolution of petrogenesis of collision-related Tibetan magmatism and global atmospheric CO2 concentration variations in the Cenozoic.
figure 2

a Three-stage variations of atmospheric CO2 concentrations in the Cenozoic. The data are from ref. 2. bd Three-stage evolution of the petrogenesis of collision-related Tibetan magmatism in the Cenozoic (see details in Supplementary Figs. 16). Neo-Tethyan oceanic lithosphere subduction in (b) resulted in corner flow and intermediate atmospheric CO2 levels of Stage 1 (from 65 to 55 Ma) in (a). Indian continental lithosphere subduction in (c) resulted in a large-scale CMP upwelling and high atmospheric CO2 concentrations of Stage 2 (from 55 to 25 Ma) in (a). India and Asia subduction in (d) resulted in a small-scale of opposing mantle convection and low atmospheric CO2 levels of Stage 3 (from 25 to 0 Ma) in (a). The mixed melts in (c) denote a plume-wedge interaction in Stage 2(a) from 55 to 50 Ma. The black dashed lines labelled I and II denote the first-step and second-step transformation of the mantle source region of the Tibetan magmas during the India-Asia collision (Supplementary Figs. 16), respectively. I: the first-step transformation from Neo-Tethyan oceanic lithospheric subduction-induced silicate-rich metasomatism to India subduction-induced carbonate-rich metasomatism, II: the second-step transformation from India subduction-induced carbonate-rich metasomatism to dual India and Asia subduction-induced silicate-rich and carbonate-rich metasomatism.

Temporal correlation of Tibetan magmatism with atmospheric CO2

The transition from ocean-continent subduction in Stage 1 (i.e., pre-collision) through continent-continent subduction in Stage 2 (i.e., syn-collision) to double continent underthrusting in Stage 3 (i.e., late-collision) clearly influences the nature and compositions of the subducting materials and thus the magmas produced and eventually erupted. Comparing the evolution of magmatism in the Tibetan Plateau (Fig. 1) versus the atmospheric CO2 curve throughout the Cenozoic, it can be seen that global atmospheric CO2 concentration variations2 may be subdivided into three stages (Fig. 2a). Stage 1 exhibits flat and intermediate CO2 contents from 65 to 55 Ma (400–450 ppm average), Stage 2 displays elevated CO2 concentrations from 55 to 25 Ma (900  ppm average) and Stage 3 demonstrates low CO2 atmospheric concentrations with small-scale variations during the period 25 Ma to the present (300 ppm average).

Calculations of continental collision-derived CO2 flux

The correlation throughout the Cenozoic of the evolution of magmatism in Tibet and atmospheric CO2 begs the question of whether there is a mechanistic link between the two phenomena (Fig. 2). To evaluate quantitatively the plausibility of a link between these observations, we have developed a continental collision-derived CO2 flux model (CCFM). With this model, we have estimated the total flux of CO2 emissions from magmatism and metamorphism during the closure of the Neo-Tethyan Ocean and the India-Asia collision across the whole of the Cenozoic. For a detailed description of our calculation procedures see “Methods”. Results of the CCFM include the following two salient features, firstly, the achievement of time-series of model calculations and secondly, the estimation of fluxes of collision-derived CO2 emission throughout the Cenozoic.

We have selected the mean values of the eruptive ages in all volcanic fields of the Tibetan Plateau to act as a time-series for expressing our modelled calculation results from early to late Cenozoic. Statistical calculations using geochronological data for the magmatic rocks (Supplementary Data 1) yield the mean value (Table 1) of the eruptive ages in each volcanic field of the Tibetan Plateau from ~65 Ma to the present. These reveal a near-continuous time-series of mean values of the ages in all volcanic fields in the Cenozoic (Figs. 3 and 4). The mean ages (Table 1 and Fig. 3) in the different volcanic fields from early to late Cenozoic are used as our modelling time-points in order to express subsequently a time series of the CCFM results.

Fig. 3: Three-stage evolution of carbonate contents and melting degrees.
figure 3

Each filled blue dot denotes a calculation result of the carbonate content in (a) and melting degree in (b) by CCFM based on a set of geochemical data (including major element, trace element and Sr–Nd–Pb isotope composition) of each sample from 287 samples (for detailed calculation procedures see Supplementary Data 2 and “Methods”), which have been distributed in 55 volcanic fields in Tibetan Plateau in the Cenozoic (Fig. 1). The mean value of the modelling results of these geochemical parameters in (a) and (b) in each volcanic field is shown as a solid red curve (for detailed calculation results of the mean values see Table 1).

Fig. 4: Three-stage evolution of recycling efficiency.
figure 4

Each filled blue dot denotes a calculation result of the recycling efficiency by CCFM based on a set of geochemical data (including major element, trace element and Sr–Nd–Pb isotope composition) of each sample from 287 samples (for detailed calculation procedures see Supplementary Data 2 and “Methods”), which have been distributed in 55 volcanic fields in Tibetan Plateau in the Cenozoic (Fig. 1). The mean value of the recycling efficiencies in each volcanic field is shown as a solid red curve (for detailed calculation results of the mean values see Table 1).

Table 1 Mean value of eruption age, geochemical parameter and CO2 flux from each Cenozoic volcanic field in Tibet.

We propose that CO2 emissions (Fig. 5) from the different volcanic fields of the Tibetan Plateau in the Cenozoic may act as fluxes of collision-derived CO2 production from early to late in our model calculations. In order to estimate the flux of collision-derived CO2 emission in each volcanic field from early to late in the Cenozoic, we first carried out a determination of the compositions of the end-members in the mantle source region of the magmas in the volcanic fields of the Tibetan Plateau (Fig. 1), using new and previously published geochemical data for the magmatic rocks in the corresponding volcanic field from 65 Ma to the present (Supplementary Data 2). Our detailed results (Supplementary Figs. 3 and 6; Table 2) indicate that the compositions of the source region of the magmas in the different volcanic fields throughout the Cenozoic may be subdivided into three stages from early to late. Stage 1 (65–55 Ma) is largely composed of depleted mid-oceanic ridge basalt (MORB)-source mantle (DMM), silicate-rich global subducting sediment (GLOSS)34 and India-derived carbonate sediments. Stage 2 (55–25 Ma) is dominated by DMM, India-derived carbonate and silicate components. Stage 3 (from 25 Ma to the present) is mainly composed of DMM, as well as Asia- and India-derived silicate sediments. Further, the dominant enrichment agents derived from the subducting materials (Table 2; Fig. 5) may also be subdivided into these three stages, which evolved from the NeoTethys-derived GLOSS-dominated components in Stage 1 through Indian subduction-induced carbonate-rich melts in Stage 2 to India- and Asia-derived silicate-rich components in Stage 3.

Fig. 5: A cartoon of transportation and recycling routes of carbon-rich components in Neo-Tethyan Ocean and Indian continent subduction in the Cenozoic.
figure 5

A: Subducting materials. B: Mantle source region of the Cenozoic magmas in Tibet. C: Collision-derived CO2 emissions (including metamorphic and magmatic CO2 emissions). ITS Indus-Tsangpo suture.

Table 2 Compositions of the end-members in the source regions of the magmas.

Secondly, we estimated proportions of the above end-members and degrees of partial melting in the mantle source region of the magmatic rocks in each volcanic field of the Tibetan Plateau in the Cenozoic from early to late (Table 1 and Fig. 3), using three-component mixing calculations of Sr–Nd–Pb isotope compositions35 and trace element modelling calculations36. Based on these geochemical model calculation results for the 55 volcanic fields throughout the Cenozoic in Tibet (Supplementary Data 2), both the proportions of the carbonate-rich component and the degrees of partial melting in the source region may be subdivided into three stages (Table 1, Figs. 3 and 4). Stage 1 (65–55 Ma) exhibits low proportions of the carbonate-rich component (0.018–0.080%), high degrees of melting (6.50–13.00%) and intermediate recycling efficiencies (0.06–1.21%). Stage 2 (55-25 Ma) exhibits high contents of the carbonate-rich component (0.026–0.966%), intermediate degrees of melting (3.90–17.25%) and high recycling efficiencies (0.03–4.79%). Stage 3 (25 Ma to the present) displays intermediate proportions of the carbonate-rich component (0.019–0.463%), low degrees of melting (0.32–4.23%) and low recycling efficiencies (0.01–0.23%).

Thirdly, we calculated the collision-derived rates of CO2 emissions from Cenozoic magmatism and metamorphism in the Tibetan Plateau, which indicate that the CO2 degassing fluxes range from ~0.0001 to 10 Pg (1Pg = 109 Tons) in the various volcanic fields of Tibet over the last ~65 M year (Table 1 and Fig. 6). The model calculations yield a time series for collision-derived CO2 degassing rates from these volcanic fields in the Cenozoic (Fig. 7b). The CO2 degassing rates may also be divided into three stages (Table 1 and Fig. 7b). Stage 1 (65–55 Ma) exhibits low fluxes of degassing CO2 (0.0002–0.0035 Pg/year) with an overall increasing trend in the later period of this stage. Stage 2 (55–25 Ma) displays high rates of outgassing CO2 (0.0838–6.7206 Pg/year) with an increasing flux from 55 to 50 Ma in Stage 2(a) followed by a decreasing flux from 50 to 25 Ma in Stage 2(b). Sr–Nd–Pb isotope compositions (Supplementary Fig. 3) indicate that the flux of India-Asia collision-induced metamorphic CO2 emissions rose to one order of magnitude higher than that of magmatic degassing in Stage 2(a) (Table 1 and Fig. 6; Supplementary Data 2). Stage 3 (25 Ma to the present) reveals intermediate CO2 emissions (0.0031–0.0348 Pg/year) with small-scale variations. A peak value of the CO2 degassing rates (~7 Pg/year) occurred at ca. 52 Ma in the Cenozoic (Table 1 and Fig. 7b).

Fig. 6: Three-stage evolution of magmatic and metamorphic CO2 outgassing rates.
figure 6

Each filled red and yellow dot denotes a calculation result of the magmatic and metamorphic CO2 outgassing rate by CCFM, respectively, based on a set of geochemical data (including major element, trace element and Sr–Nd–Pb isotope composition) of each sample from 287 samples (for detailed calculation procedures see “Methods” and Supplementary Data 2), which have been distributed in 55 volcanic fields in Tibetan Plateau in the Cenozoic (Fig. 1). 1 Pg = 1015 g.

Fig. 7: Three-stage evolution of the quantitative calculation results of CO2 flux derived from India-Asia collision-induced degassing using CCFM and global atmospheric CO2 level variations in the Cenozoic.
figure 7

a Three-stage variations of atmospheric CO2 concentrations in the Cenozoic. The data are from ref. 2. b Our CCFM modelling results, indicating a similar three-stage pattern of rates of CO2 released from the India-Asia collisional orogen in the Cenozoic. The measured data for the CO2 degassing flux in Tibet45,51, which is shown by a blue bold line, is consistent with our modelling calculation results. Each filled blue dot in (b) denotes a calculation result of India-Asia collision-related mantle degassing (including the magmatic and metamorphic CO2 outgassing) rate by CCFM based on a set of geochemical data (including major element, trace element and Sr–Nd–Pb isotope composition) of each sample from 287 samples (for detailed calculation procedures see “Methods” and Supplementary Data 2), which have been distributed in 55 volcanic fields in Tibetan Plateau in the Cenozoic (Fig. 1). The mean value of the collision-induced CO2 degassing rates in each volcanic field is shown as a solid red curve (for detailed calculation results of the mean values see Table 1). 1 Pg = 1015 g. The black dashed lines labelled I and II denote the first-step and second-step transformation of the deep carbon cycle processes during India-Asia collision, respectively. I: the first-step transformation from continental arc magmatism-induced CO2 degassing to collision-related metamorphic and magmatic CO2 emission; II: the second-step transformation from a carbonate platform-supplying carbon reservoir to a subducting silicate-rich continental material-supplying carbon reservoir.

Our model calculation results indicate that a three-stage evolution of nature (Table 2) and compositions (Table 1 and Fig. 3) of the source regions of the magmatic rocks and the corresponding modelled CO2 emission curve (Fig. 7b) correlates very well with that of the global atmospheric CO2 curve from 65 Ma to the present (Fig. 7a). The high proportions of the carbonate-rich component (Table 1 and Fig. 3) and high fluxes of CO2 degassing (Table 1 and Fig. 7b) are consistent with high atmospheric CO2 concentrations in Stage 2 (Fig. 7a), whilst low-intermediate proportions of the carbonate-rich component (Table 1 and Fig. 3) and fluxes of degassing CO2 (Table 1 and Fig. 7b) coincide in time with low-intermediate atmospheric CO2 levels in Stages 1 and 3 (Fig. 7a).

Discussion

The strong correlation between magmatic activity, source region composition, and modelled CO2 outgassing rate on the one hand and atmospheric CO2 concentration variations on the other is fully consistent with a causal link between India-Asia collision-induced tectonic evolution and global CO2 level variations–variations which very probably drove the long-term palaeoclimate changes inferred for the Cenozoic. The details of three-stage connections between tectonic evolution, atmospheric CO2 variations and palaeoclimate changes in the India-Asia collision are then as follows.

Stage 1 (65–55 Ma) was characterised by northward Neo-Tethyan Ocean lithospheric subduction (Fig. 2b), which resulted in partial melting of silicate-dominated metasomatised mantle and corner flow in the mantle wedge (Fig. 2b), forming the Stage 1 magmatic rocks in south Tibet (Fig. 1). Sr–Nd–Pb isotopic mixing model calculations (Table 1 and Fig. 3) indicate that the amount of subduction-derived carbonate-rich component in the mantle source region of the magmatic rocks is low (0.08%) between 65 and 55 Ma in Stage 1. This led to the occurrence of a continental arc volcanism-induced, low CO2 degassing flux (Table 1 and Fig. 7b), resulting in intermediate atmospheric CO2 levels from 65 to 55 Ma (Fig. 7a).

Stage 2 (55–25 Ma) was characterised by the occurrence of extensive pyroclastic and lava flow activity in Tibet (Fig. 1)16,24,37, which we take as important physical evidence of the potential for driving high levels of atmospheric CO2 during this period. Sr–Nd–Pb isotope studies indicate that there is a strong signature of the Tethyan carbonate platforms and carbonate-rich basins on the northern margin of the subducted Indian continent in the mantle source region (Fig. 2c; Supplementary Figs. 3 and 6). Three-component mixing model calculations of the Sr–Nd–Pb isotope compositions demonstrate that their source region exhibits a much higher proportion of the carbonate-rich component than those in Stages 1 and 3 (Table 1 and Fig. 3). We, therefore, infer a very high proportion of a carbonate-rich component in the subducting materials of Stage 2 (Fig. 5), whose composition is consistent with that of the Tethyan carbonate platforms and carbonate-rich basins on the northern margin of India. Stage 2 displays a high recycling efficiency of subducted carbonate-rich component (Table 1 and Fig. 4). The CCFM calculation results indicate a one to two orders of magnitude increase in CO2 degassing flux into the atmosphere in Stage 2 compared with Stages 1 and 3 (Table 1 and Fig. 7b). We note that our estimated CO2 flux (~7 Pg/year; Table 1 and Fig. 7b) in Stage 2 (from 55 to 25 Ma) is consistent with CO2 contributions from modern anthropogenic emissions38, and thus high enough to induce substantial changes in atmospheric CO2 concentration. We thus propose that the subduction of the carbonate-rich component in Stage 2 (Figs. 2 and 3) may have initiated and maintained the highest CO2 outgassing flux (Table 1 and Fig. 7b) and possibly resulting the highest atmospheric CO2 concentrations from 55 to 25 Ma in the entire Cenozoic (Fig. 7a).

Based on the geochemical composition of the magmatic rocks and mechanism of CO2 outgassing (Figs. 2 and 7b), Stage 2 (55–25 Ma) may further be subdivided into Stage 2(a) (55–50 Ma) and 2(b) (50–25 Ma) from early to late (Fig. 1). Stage 2(a) (55–50 Ma) comprised an initial period of Indian subduction, which resulted from an interaction (labelled mixed melts in Fig. 2c) between southward spreading in the head of upwelling of the CMP and GLOSS-rich mantle domains metasomatised by NeoTethys-derived components in the mantle wedge (Supplementary Fig. 3), that we call a plume-wedge interaction. This interaction has resulted in the large-scale magmatic CO2 emissions from 55 to 50 Ma in Stage 2(a) (Table 1) and an abruptly jump of ca. two orders of magnitude in magmatic outgassing from Stage 1 to Stage 2(a) (Fig. 6). Furthermore, the plume-wedge interaction may have reactivated a vast long hidden, deep carbon reservoir20 in the mantle wedge caused by the previous subduction of the Neo-Tethys Ocean lithosphere, leading to metamorphic CO2 emitted into the atmosphere from 55 to 50 Ma through the following carbonate dissolution reaction (1)20,39:

$${\rm{Ca}}{\rm{CO}}_{3}({\rm{wedge}})+{\rm{2H}}^{+}({\rm{plume}}) \to [{\rm{H}}_{2}{\rm{O}}+{{\rm{Ca}}}^{2+}]({\rm{fluid}}-{\rm{rich}}\,{\rm{wedge}})\\ +{\rm{CO}}_{2}({\rm{vapour}})$$
(1)

where CaCO3 (wedge) represents a deep carbon reservoir in the mantle wedge whose origin lies in previous long-term subduction of the Neo-Tethys Ocean lithosphere; H+ (plume) denotes an H+-rich component in the CMP, which results from the presence of water-containing residual minerals in the mantle source region of the magmatic rocks in Tibet (Table 1 and Supplementary Data 2); [H2O + Ca2+] (fluid-rich wedge) refers to H2O-rich characteristics in the composition of the Tibetan mantle wedge modified by the above metamorphism during a continental collision, which has further been corroborated by recent geophysical studies (e.g., ref. 40) and; CO2 (vapour) is the metamorphic carbon emission resulting from India-Asia collision in Stage 2(a) at 55–50 Ma.

It should be noted that the mechanism of CO2 production by metamorphic dissolution reaction (Eq. (1)), recently proposed for subduction zones20,39, is different from that of the traditional decarbonation reaction (Eq. (2))25,26,27.

$${{\rm{CaCO}}}_{3}+{{\rm{SiO}}}_{2}\to {{\rm{CaSiO}}}_{3}+{{\rm{CO}}}_{2}$$
(2)

which has been the focus of previous studies25,26,27 documenting Tibetan metamorphic CO2 emissions. The present metamorphic dissolution reaction (Eq. (1)) can consume the deep carbon reservoir previously preserved in the mantle wedge beneath Tibet and contribute up to 4.4 Pg/year of CO2 to the atmosphere during the period 55–50 Ma in Stage 2(a) (Table 1). The flux of metamorphic dissolution-induced CO2 outgassing (Eq. (1)), which may peak at ca. one order of magnitude higher than that of magmatic degassing (Table 1 and Fig. 6; Supplementary Data 2), displays an increase from 55 to 50 Ma (Fig. 7b). This is consistent with the notion that this continental collision-related metamorphic dissolution-induced outgassing resulted in increases in the atmospheric CO2 levels and resulting climate warming from 55 to 50 Ma in Stage 2(a)1,2,8,23. Thus, this metamorphic contribution (Eq. (1)) may dominate metamorphic outgassing in Tibet from 55 to 50 Ma and thereby have played a significant role in controlling global atmospheric CO2 concentration variations and Earth’s climate in Stage 2(a). A similar conclusion has been reached from the study of subducted rocks on the Greek islands of Syros and Tinos, where the carbonate dissolution reaction (Eq. (1)) has been proposed to have released 60–90% of the carbon into the Earth’s atmosphere. Clearly, metamorphic CO2 production can have a relatively large climatic effect20,39.

Stage 2(b) (50–25 Ma) occurred in the climax of Indian subduction (Fig. 2c), resulting in massive enrichment of a carbonate-containing component in the mantle source region of the magmas (Table 1; Supplementary Fig. 6) and a large-scale upwelling of a CMP (Figs. 2 and 8)16. Because the Sr–Nd–Pb isotopic compositions of the magmatic rocks (Supplementary Figs. 3 and 6) indicate that the previous deep carbon reservoir involved in the plume-wedge interaction had been fully exhausted by the end of Stage 2(a) (see Eq. (1)), magmatism-related outgassing plays anew a vital role in controlling on the atmospheric CO2 variations in Stage 2(b). Our CCFM results (Fig. 7b) indicate declining CO2 emission rates from 50 to 25 Ma, which is consistent with waning magmatic activity along the southern Eurasian margin from early to late in Stage 2(b)8,16,37. This suggests that magmatism-related outgassing resulted in decreases in the atmospheric CO2 levels and resulting climate cooling since ca. 50 Ma1,2,8. In contrast, in Stage 2(b), metamorphic outgassing in Tibet no longer plays a role in controlling global atmospheric CO2 variations.

Fig. 8: Major types of continental collision-derived CO2 degassing, including metamorphic and magmatic CO2 emissions in Tibet.
figure 8

Magmatic CO2 emissions are composed of Cenozoic volcanic activity-induced CO2 emissions and the present CO2 degassing from the hydrothermal systems (e.g., hot spring, fault and soil micro-seepage) related to dormant volcanic fields in the Plateau. MFT main frontal thrust, MTZ mantle transition zone, SCLM sub-continental lithospheric mantle. ITS, BNS, JS, and KS are as in Fig. 1.

Stage 3 (25–0 Ma) resulted from India and Asia continental subduction because both India- and Asia-derived silicate-rich components have been identified based on their Sr–Nd–Pb isotope compositions (Supplementary Fig. 6, Table 2). The mantle source region of the Stage 3 magmas has a much higher concentration of the silicate-rich component than that in Stage 2 (Table 1 and Fig. 3). This suggests that the carbonate platforms and carbonate-rich basins on the northern margin of India were fully subducted and recycled within the mantle wedge by the end of Stage 2, and thus India- and Asia-derived, silicate-rich continental material entered the subduction zone thereafter (Table 2; Supplementary Fig. 6). This has thus resulted in the occurrence of a dual continental convergence, subduction-induced (Fig. 2d), intermediate CO2 degassing flux during Stage 3 (Table 1; Fig. 7b), causing low atmospheric CO2 levels from 25 to 0 Ma (Fig. 7a). A lack of magmatism from ~8 Ma to the present in south Tibet14,15,16,41 corresponds to a further decrease of the CO2 outgassing flux (Table 1; Fig. 7b), which possibly led to late-Miocene climate cooling3.

We thus propose that three-stage subduction led to two stepwise transformations of magmatism and mantle degassing in Tibet, namely the transformations in CO2 degassing mechanism at 55 Ma and the deep carbon reservoir at 25 Ma (Figs. 2 and 7b). This may have resulted in global palaeoclimate evolution from greenhouse to icehouse conditions (Fig. 7a), suggesting a vital deep carbon cycle process in the Cenozoic.

It should be noted that previous studies42,43,44,45 have indeed proposed that CO2 emissions from Cenozoic continental arc volcanism, mainly composed of Neo-Tethyan and/or Pacific Ocean lithosphere subduction-related volcanic activity, has the potential to control global atmospheric CO2 concentration variations and palaeoclimate change since ~65 Ma. However, here we distinguish clearly and fundamentally between the India-Asia continent collision-derived CO2 degassing of Stages 2–3 (55–0 Ma) and the Neo-Tethyan Ocean lithosphere subduction-related CO2 emissions of Stage 1 (65–55 Ma). These distinctions are based on (a) the magmatic rock types (Fig. 1), geochemical compositions (Supplementary Data 2; Figs. 3 and 4) and petrogenesis (Fig. 2), (b) CO2 degassing mechanism and types (Figs. 6 and 7), and (c) magnitudes of magmatic and metamorphic CO2 degassing rates (Fig. 7b). These distinctions force us to the conclusion of different contributions from these geodynamic settings (i.e., Neo-Tethyan Ocean lithosphere subduction and India-Asia continent collision) to global carbon outgassing in the Cenozoic.

Based on the compositions and petrogenesis of magmatic rocks (Fig. 2) and the magnitude of CO2 outgassing (Fig. 7b), we further propose that deep carbon cycle processes in the Cenozoic may be subdivided into the following two main types: (a) India-Asia continent collision-derived CO2 degassing (including Stages 2–3) and (b) ocean lithosphere subduction-related CO2 emission (including Neo-Tethyan subduction in Stage 1 and Pacific Ocean lithosphere subduction since 65 Ma). Overall, our study indicates that India-Asia continent collision-derived CO2 outgassing may have been a critical driver of the atmospheric CO2 concentration variations and palaeoclimatic changes in the Cenozoic, as it displays much higher CO2 degassing flux than that of ocean lithosphere subduction (Fig. 7b). In detail, our three-component mixing model calculation results (Table 1 and Fig. 3) from the Sr–Nd–Pb isotope compositions indicate that India continent subduction has resulted in a greater proportion (0.97%) of recycled carbonate sediments in the source region of the magmas in Stage 2 (55–25 Ma) than is the case for Neo-Tethyan (0.08%) in Stage 1 (65–55 Ma) and Pacific46,47 Ocean lithosphere subduction in the Cenozoic. The CCFM calculations (Table 1 and Fig. 7b) also indicate that the India-Asia collision-derived CO2 fluxes (0.0838–6.7206 Pg/year) in Stage 2 (55–25 Ma) are two orders of magnitude higher than the magmatic CO2 fluxes degassed from Neo-Tethyan (0.0002–0.0035 Pg/year) in Stage 1 (65–55 Ma) and Pacific Ocean43,44,45 lithosphere subduction. Previous studies48,49 have indicated that the oceanic lithosphere subduction-derived CO2 rate is constant during the Cenozoic, which cannot alone generate an observed three-stages of atmospheric CO2 concentration variations. Thus, despite the fact that Pacific Ocean lithosphere subduction-related volcanism is extensive from 65 Ma to the present43,50 we infer the dominance of an India-Asia collision-derived CO2 flux over ocean subduction-derived CO2 flux in the Cenozoic, together with a correspondingly minor contribution of Neo-Tethys and Pacific Ocean lithosphere subduction-induced arc volcanic CO2 degassing to Cenozoic climate changes.

Magmatic carbon emission is mainly composed of (1) CO2 degassing during the active volcanic period and (2) CO2 emissions from diffuse faults, hot springs and soil micro-seepage systems during dormant volcanic periods43,45. The near-continuous time-series of modelled CO2 fluxes from eruptions of 55 volcanic fields during the Cenozoic in Tibet (Table 1 and Fig. 7b) reveal CO2 degassing during active volcanic periods from 65 Ma to the present. Today, large-scale CO2 emissions from hot springs, geysers, steaming fissures, diffuse faults (and rifts) and soil CO2 micro-seepage fields are widely distributed in the Tibetan Plateau45,51 and are considered to be one of the most important hydrothermal systems in dormant volcanic fields related to deep Earth-derived CO2 degassing in the world45,52. Extensive field measurements indicate that the current CO2 flux degassed from these dormant volcanic fields is ca. 15 Mt/year in Tibet, in agreement with our CCFM calculations (i.e., 17–20 Mt) (Fig. 7b). He and C isotope studies of CO2 emitted from the hot springs and soil CO2 micro-seepage related to these dormant volcanic fields are consistent with our interpretation as subducted India-derived deep carbon emissions within the rifts and geothermal systems in the Tibetan Plateau45,51,53. Three-component mixing model calculations of the Sr–Nd–Pb isotope compositions of the Cenozoic magmatic rocks in Tibet (Tables 1 and 2) are also consistent with an India-derived carbonate-rich component having been subducted into the upper mantle beneath the Plateau, which has resulted in volcanic CO2 emissions during the eruptions of the volcanic fields in the Tibetan Plateau (Figs. 1 and 5). One might ask how the India subduction-derived carbonate-rich component was transformed into the various surface forms of magmatic CO2 emissions (including above mentioned volcanic activity-induced CO2 emissions and passive volcanic CO2 emissions; Fig. 8) in the Tibetan Plateau during the Cenozoic? An answer might lie in the possibility that the India subduction-derived carbonate (e.g., dolomite)-rich component (Table 2 and Fig. 2) was capable of metasomatizing lherzolites and harzburgites to yield wehrlite-bearing mantle peridotite within the mantle wedge beneath Tibet (Fig. 8)16 with the result that CO2 output from decarbonation reaction (Eq. (3))54,55 through CMP upwelling16,56 could serve as the main mechanism of the current surface forms of magmatic CO2 degassing.

$${\rm{2Mg}}_{2}{\rm{Si}}_{2}{\rm{O}}_{6}({\rm{enstatite}}) +{\rm{CaMg}}({{\rm{CO}}}_{3})_{2}({\rm{dolomite}})\to {\rm{2Mg}}_{2}{\rm{SiO}}_{4}({\rm{olivine}})\\ +{\rm{CaMgSi}}_{2}{\rm{O}}_{6}({\rm{diopside}})+2{\rm{CO}}_{2}({\rm{vapour}})$$
(3)

where Mg2Si2O6 denotes orthopyroxene, enriched in lherzolites and harzburgites in the upper mantle beneath the Tibetan Plateau. CaMg(CO3)2 refers to India continent subduction-derived carbonate-rich component. Mg2SiO4 + CaMgSi2O6 represents an olivine and clinopyroxene assemblage enriched in wehrlites within the metasomatised mantle wedge beneath the Tibetan Plateau and neighbouring areas, which has been corroborated by the recent petrologic and geochemical studies (e.g., ref. 16). CO2 means magmatic CO2 emission mainly including (1) Cenozoic volcanic activity-induced CO2 degassing and (2) CO2 emissions from the diffuse faults, hot springs and soil micro-seepage systems related to dormant volcanic fields in the Tibetan Plateau at the present.

Subduction of the Indian continent may have resulted in the occurrence of carbonatitic metasomatism in the upper mantle beneath the Plateau (Table 1; Figs. 3 and 8), leading to upwelling of a CMP below Tibet (Figs. 2c and 8)16,56. The CMP upwelling would cause continuous exsolution of CO257, which could lead to further continent subduction-derived CO2 degassing in Tibet in the Cenozoic (Fig. 7b). We thus propose that the ca. 3000 km-long subducting Indian continental lithospheres could play a significant role in controlling the Cenozoic CO2 emission rates in Tibet, based on a conservative value of 5 cm/year for the convergence rate since India-Asia collision at ~60 Ma58,59.

It should be noted that there is an inconsistency between CO2 degassing flux and atmospheric CO2 concentrations in Stages 1 and 3, namely the occurrence of a low CO2 flux resulted in the intermediate atmospheric CO2 levels in Stage 1, whereas the occurrence of an intermediate CO2 flux led to low atmospheric CO2 levels in Stage 3 (Fig. 7). A lack of quantitative calculations of net CO2 contributions based on comparisons between CO2 production rate from deep Earth degassing (i.e., magmatism and metamorphism) and CO2 consumption rate from silicate weathering in Stages 1 and 3 make this aspect difficult to explain further at this time. Recently, Botsyun et al.60 have proposed that revised paleoaltimetry data indicate a low elevation during the Eocene and probable strong late-Cenozoic uplift in the Tibetan Plateau. This may indicate an important role for strong chemical weathering from the following reaction Eq. (4)4,9 due to the strong late-Cenozoic uplift in Tibet60,61, possibly in turn leading to strong declines in global atmospheric CO2 levels in Stage 3.

$${{\rm{CaSiO}}}_{3}+{{\rm{CO}}}_{2}\to {{\rm{CaCO}}}_{3}+{{\rm{SiO}}}_{2}$$
(4)

Without a doubt, the timing of the initiation of Tibetan uplift remains controversial60,61,62. In the context of this contribution, this aspect of the problem is worthy in future of more in-depth analysis and discussion.

We conclude that deep earth degassing has played a critical role in controlling global atmospheric CO2 concentration variations and palaeoclimate changes during the Cenozoic, implying an integrated system of continental collision-related deep carbon cycle processes. This view of Earth degassing includes primarily magmatic and metamorphic CO2 emissions, whereby the flux of metamorphic CO2 outgassing is much higher than that of magmatism. Despite the fact that both resulted from Neo-Tethys and subsequent Indian continent subduction the mechanisms of metamorphic and magmatic CO2 outgassing are quite distinct. The links between geochemical modelling calculations and the deep carbon cycle employed here have the potential to become a significant new application of future studies of major element, trace element and isotopic data for magmatic rocks.

Methods

Calculation approaches of the CCFM

We developed a model to evaluate how much CO2 could have been released during the India-Asia collision, based on calculations of mean values of eruptive ages in the different volcanic fields and geochemical modelling calculations, using geochronological (Supplementary Data 1) and geochemical (Supplementary Data 2) data for the magmatic rocks in the Tibetan Plateau throughout the Cenozoic. Detailed calculation methods and processes of the CCFM include the following components:

Calculation methods of mean values of eruptive ages in the different volcanic fields

We first compiled previously published geochronological data for the magmatic rocks in the Tibetan Plateau (Supplementary Data 1). The results of some dating approaches (e.g., whole-rock K–Ar dating without errors) have been excluded due to their poor quality14,15,16. The previous sampling locations were then checked in order that amounts of the geochronological data are broadly consistent with areas of outcrops of the magmatic rocks in each volcanic field in Tibet. The magnitude of the magmatism is considered to be a normal distribution from early to late in each volcanic field because it results from partial melting of enriched upper mantle involved in India-Asia collision14,15,16,33. Thus, based on a normal distribution of the geochronological data in each volcanic field of the Tibetan Plateau, a mean value (M) and standard deviation (SD) may be calculated by Eq. (5A-5B)63:

$${{M}}=\frac{{\sum }_{i=1}^{n}X}{n}$$
(5A)
$${\rm{SD}}=\sqrt{\frac{\sum {(X-M)}^{2}}{n-1}}$$
(5B)

where X denotes the individual data points in each volcanic field. Σ (sigma) refers to the sum for all the n data points in each volcanic field of the Tibetan Plateau. Our calculation results for the mean values and standard deviations are shown in Table 1 and Supplementary Data 1.

Determination methods of compositions of the subducting materials and source regions of magmas

Mixing theory of radiogenic isotopes35 indicates that the isotopic ratios of three-component mixtures plot within a compositional triangle which is defined by the three-endmembers in correlation diagrams of the isotope ratios. Based on the above rationale, we firstly plotted the Sr–Nd–Pb isotope ratios of the magmatic rocks in Tibet and thus determined their three-component mixing characteristics in the mantle source regions of the magmas, because the Tibetan magmatic rocks plot within compositional triangles in these isotope correlation diagrams (Supplementary Figs. 3 and 6). We then determined the compositions of the end-members of the subducting materials (Table 2) through recognition of the subduction-derived metasomatic agents in the three-component mixtures, because the Tibetan magmatic rocks resulted from Neo-Tethys and Indian subduction in the Cenozoic14,15,16,33. In addition, amounts of the carbonate-rich components in the subducting materials, which could be recycled via magmatic CO2 degassing in Tibet, were estimated in the following geochemical model calculations.

Calculation methods of proportions of end-members in the source region of the magmas

On the basis of the determinations of the compositions of three end-members in the mantle source regions of the Cenozoic magmatic rocks in Tibet (Table 2), we performed three-component mixing model calculations of the Sr–Nd–Pb isotope compositions of the three-stage magmas according to the rationale of mixing theory35,36. The detailed calculation procedures are as follows. The mixing theory of radiogenic isotopes35 indicates that three-component mixing model calculations of the isotope compositions can be treated like a couple of the two-component mixing calculations. Namely, we may firstly carry out a two-component mixing model calculation, then we may use this two-component mixing calculation result to mix with a third component35. The two-step two-component mixing processes would finally yield the three-component mixing model calculations for the isotope compositions35.

According to the above two-step mixing calculation method (e.g., Sr and Nd isotopes), proportions of the subducted silicate sediments (Δs) in the three-component mixing mantle source region of the Tibetan magmatic rocks may be calculated as follows. We firstly carried out a two-component mixing model calculation between the MORB-source mantle and the carbonate sediments using Eq. (5C-5F)35.

$${({\,}^{87}{\rm{Sr}}/{\,}^{86}{\rm{Sr}})}_{2{\rm{M}}}={({\,}^{87}{\rm{Sr}}/{\,}^{86}{\rm{Sr}})}_{\rm{c}}(\varphi )({\rm{Sr}}_{c}/{\rm{Sr}}_{2M})+{({\,}^{87}{\rm{Sr}}/{\,}^{86}{\rm{Sr}})}_{B}(1-\varphi )({\rm{Sr}}_{B}/{\rm{Sr}}_{2M})$$
(5C)
$${\rm{Sr}}_{2M}={\rm{Sr}}_{c}\times \varphi +{\rm{Sr}}_{B}\times (1-\varphi)$$
(5D)
$${({\,}^{143}{\rm{Nd}}/{\,}^{144}{\rm{Nd}})}_{2{\rm{M}}}={({\,}^{143}{\rm{Nd}}/{\,}^{144}{\rm{Nd}})}_{\rm{c}}\varphi ({\rm{Nd}}_{c}/{\rm{Nd}}_{2M})+{({\,}^{143}{\rm{Nd}}/{\,}^{144}{\rm{Nd}})}_{B}(1-\varphi )({\rm{Nd}}_{B}/{\rm{Nd}}_{2M})$$
(5E)
$${\rm{Nd}}_{2M}={\rm{Nd}}_{c}\times \varphi +{\rm{Nd}}_{B}\times (1-\varphi )$$
(5F)

where (87Sr/86Sr)c, (87Sr/86Sr)B and (87Sr/86Sr)2M are 87Sr/86Sr of the carbonate sediments, MORB-source mantle and a two-component mixture between MORB-source mantle and the carbonate sediments, respectively. Src, SrB, and Sr2M are concentrations of Sr in the carbonate sediments, MORB-source mantle and the two-component mixture between MORB-source mantle and the carbonate sediments, respectively. (143Nd/144Nd)c, (143Nd/144Nd)B, and (143Nd/144Nd)2M are 143Nd/144Nd of the carbonate sediments, MORB-source mantle and the two-component mixture between MORB-source mantle and the carbonate sediments, respectively. Ndc, NdB and Nd2M are concentrations of Nd in the carbonate sediments, MORB-source mantle and the two-component mixture between MORB-source mantle and the carbonate sediments, respectively. φ are proportions of the carbonate sediments in the two-component mixture between the MORB-source mantle and the carbonate sediments.

We then performed a final three-component mixing calculation between the above calculated two-component mixture and the silicate sediments using Eq. (5G-5J)35.

$${({\,}^{87}{\rm{Sr}}/{\,}^{86}{\rm{Sr}})}_{3{\rm{M}}}={({\,}^{87}{\rm{Sr}}/{\,}^{86}{\rm{Sr}})}_{\rm{s}}\varDelta s({\rm{Sr}}_{s}/{\rm{Sr}}_{3M})+{({\,}^{87}{\rm{Sr}}/{\,}^{86}{\rm{Sr}})}_{2M}(1-\varDelta s)({\rm{Sr}}_{2M}/{\rm{Sr}}_{3M})$$
(5G)
$${\rm{Sr}}_{3M}={\rm{Sr}}_{s}\times \varDelta s+{\rm{Sr}}_{2M}\times (1-\varDelta s)$$
(5H)
$${({\,}^{143}{\rm{Nd}}/{\,}^{144}{\rm{Nd}})}_{3{\rm{M}}}={({\,}^{143}{\rm{Nd}}/{\,}^{144}{\rm{Nd}})}_{s}(\varDelta s)({\rm{Nd}}_{\rm{s}}/{\rm{Nd}}_{3M})+{({\,}^{143}{\rm{Nd}}/{\,}^{144}{\rm{Nd}})}_{2M}(1-\varDelta s)({\rm{Nd}}_{2M}/{\rm{Nd}}_{3M})$$
(5I)
$${\rm{Nd}}_{3M}={\rm{Nd}}_{s}\times \varDelta s+{\rm{Nd}}_{2M}(1-\varDelta s)$$
(5J)

where (87Sr/86Sr)s, (87Sr/86Sr)2M and (87Sr/86Sr)3M are 87Sr/86Sr of the silicate sediments, the above calculated two-component mixture between MORB-source mantle and the carbonate sediments and the final three-component mixture between the above two-component mixture and the silicate sediments, respectively. Srs, Sr2M and Sr3M are concentrations of Sr in the silicate sediments, the above calculated two-component mixture between MORB-source mantle and the carbonate sediments and the final three-component mixture between the above two-component mixture and the silicate sediments, respectively. (143Nd/144Nd)s, (143Nd/144Nd)2M and (143Nd/144Nd)3M are 143Nd/144Nd of the silicate sediments, the above calculated two-component mixture between MORB-source mantle and the carbonate sediments and the final three-component mixture between the above two-component mixture and the silicate sediments, respectively. Nds, Nd2M and Nd3M are concentrations of Nd in the silicate sediments, the above calculated two-component mixture between MORB-source mantle and the carbonate sediments and the final three-component mixture between the above two-component mixture and the silicate sediments, respectively.

Following the above isotope mixing model calculation processes, we first carried out a two-component mixing calculation between the MORB-source mantle and the subducted silicate sediments and then performed a three-component mixing calculation among the MORB-source mantle, the subducted silicate and carbonate sediments. We finally obtain proportions of the subducted carbonate sediments (Δc) in the three-component mixtures between MORB-source mantle, the subducted silicate and carbonate sediments. The three-component mixing model calculation results are shown in Table 1 and Supplementary Data 2.

On the basis of determinations of the proportions of metasomatic components derived from subducted silicates and subducted carbonates in the mantle source of the three-stage magmatic rocks (Table 1), we calculated the degree of partial melting (ϕf) and proportions of the residual minerals (Xi) in the mantle source region of the three-stage Tibetan magmas using trace element contents in the magmatic rocks through a non-modal batch melting model36. The modelling rationale and approach of this quantitative calculation in detail follow those of ref. 36. The calculated formulae for the degree of partial melting (ϕf) and proportions of the residual minerals in the mantle source region of the Tibetan magmas (Xi) are shown in Eq. (5K-5M)36:

$$D=\sum {X}_{i}{D}_{i}$$
(5K)
$$P=\sum {P}_{i}{D}_{i}$$
(5L)
$${C}_{L}/{C}_{o}=1/({\phi }_{f}+D-{\phi }_{f}P)$$
(5M)

where D is the bulk distribution coefficient. Di is the crystal-liquid partition coefficient of phase i in the mineral assemblage. Pi is the proportion of phase i entering the melt. CL is the concentration of a trace element in the melt. Co is the initial concentration of a trace element in the metasomatised mantle source, which is thought to be the three-component mixture36.

The approach and procedure of calculation of the above non-modal batch melting model are as follows. We selected two initial parameters in the modelling calculations of the non-modal batch melting equations in the first step36; these are (1) the partial melting degree and (2) the residual mineral proportions in the mantle source region. We also selected a potential range for the melting degree from 0 to 30% with a calculated step of 1% based on the previously published results for the melting degree required for Cenozoic magma generation in Tibet14,15,16,33 in the second step. Considering the presence of new mineral phases in the source region (e.g., phlogopite, amphibole and apatite) formed during metasomatism of the mantle wedge, we estimated that the resultant mineral modes (and the potential ranges in their proportions) in the enriched mantle caused by infiltration of the subduction-derived component were: olivine (from 10 to 60%), orthopyroxene (from 5 to 60%), clinopyroxene (from 5 to 60%), spinel (from 0 to 10%), phlogopite (from 0 to 15%), amphibole (from 0 to 20%), rutile (from 0 to 10%), titanite (from 0 to 20%) and apatite (from 0 to 10%), based on previous melting experiments and model calculations14,15,16,33,41.

On the basis of the above ranges in the initial parameters, we carried out the non-modal batch melting model calculations by changing the parameters from the minimum to maximum values within their respective potential ranges. When the modelling calculation results provided the best fit to the actual trace element concentrations in the Cenozoic magmatic rocks, we terminated the calculation and recorded the final values of the trace element concentrations, residual mineral proportions and melting degree of the mantle source region. Thus, the final calculation results of our trace element melting model are values of the degree of partial melting (ϕf) and proportions of the residual minerals (Xi) in the mantle source region of the three-stage magmas in Tibet (Table 1). If there are more than one combination of trace element contents that would minimise the misfit between analytical data and model predictions, we finally select and determine the model calculation results through (1) geologically reasonable judgement of the calculated values of the degree of partial melting (ϕf) and proportions of the residual minerals (Xi) in the mantle source region of the three-stage magmas in Tibet and/or (2) calculations of average values of above those parameters.

The final aim of the geochemical modelling calculations (Table 1 and Supplementary Data 2) is to estimate values of four geochemical parameters, which include the proportions of the subducted silicate (Δs) and subducted carbonate (Δc) sediments, and the degree of partial melting (ϕf) and proportions of the residual minerals (Xi) in the mantle source region of the magmas. We thus may obtain a mean value (Table 1) of the above four geochemical parameters for each volcanic field of the Tibetan Plateau using new and previously published geochemical data for the Cenozoic magmatic rocks (Supplementary Data 2), based on a normal distribution of the data using the above formula (5). These geochemical modelling calculation results (Table 1) are the important input parameters for the estimates of the collision-induced CO2 degassing flux in subsequent CCFM calculations. The proportions of the subducted carbonate sediments (Δc), the proportions of the subducted silicate sediments (Δs) and the degrees of partial melting (ϕf) are required to calculate the magmatic CO2 degassing rate in the continental collision, whereas the proportions of the residual minerals (Xi) in the mantle source region of the magmas are important parameters to calculate the metamorphic CO2 degassing rate in the continental collision.

Calculation methods of magmatic CO2 degassing flux in continental collision

The proportion of the carbonate-rich component in the source region of the magmatic rocks (Δc) refers to how much of the subducted carbonate is transported to the mantle wedge beneath the Tibetan Plateau, which is an important deep carbon source for magmatic (including volcanic) CO2 degassing in the continental collision. The melting degree in the source region of the magmas (ϕf) describes the proportion of partial melting of the carbonate-rich mantle wedge, which denotes how much of the subducted carbon is transported back to the atmosphere through Cenozoic magmatism in Tibet. A product of Δc and ϕf could be used to calculate the recycling efficiency of subducted carbonate during the continental collision-induced deep carbon cycle, based on the rationale of partial melting of the mantle wedge and its metasomatism35,36. Thus, the recycling efficiency (fe), which refers to the proportion of recycled carbon during the whole cycle from Neo-Tethyan oceanic to Indian continental subduction in the Cenozoic, can be defined by Eq. (6):

$${f}_{e}=\left(\frac{{\varDelta }_{c}}{{\varDelta }_{c}+{\Delta }_{s}}\right)\times {\phi }_{f}$$
(6)

where 1/(Δc + Δs) refers to a transfer coefficient from a three-component (carbonate- and silicate-rich components, MORB-source mantle) mixing mantle source region of the magmas to a two-component (carbonate- and silicate-rich components) composing subducted lithospheric slabs (Table 2) because the component of MORB-source mantle in the mantle source region of the magmas is not involved in the recycling processes. Thus, values of the parameters of Δc in the three-component mixing mantle source region of the magmas would be transferred into that in the two-component model comprising subducted carbonates and silicates, multiplied by a ratio of 1/(Δc + Δs). The calculated results of the recycling efficiency (fe) in the different volcanic fields in Tibet are shown in Table 1 and Supplementary Data 2.

Based on the above calculation of the recycling efficiency (fe), following the formula [S2] in Jagoutz et al.19, the rate of magmatic CO2 degassing into the atmosphere (ue) is given by Eq. (7):

$${u}_{e}={\gamma }_{t}\times {\delta }_{t}\times {\mu }_{t}\times \rho \times {f}_{e}$$
(7)

where γt and δt are subducted slab thickness and width parallel to the trench in the whole Cenozoic through time, respectively. They are taken from Jagoutz et al.19,22 and Shi et al.56. μt is the India-Asia convergence rate in the Cenozoic through time, which is taken from Jagoutz et al.22 and Lee and Lawver.64. ρ is a constant, which is taken from ref. 65. Our calculation results of the magmatic CO2 degassing rate are shown in Table 1 and Fig. 6.

Calculation methods of metamorphic CO2 outgassing rate in continental collision

Sr–Nd–Pb isotope compositions determine that a plume-wedge interaction occurred in Stage 2(a) from 55 to 50 Ma (Supplementary Fig. 3). This interaction would reactivate a long-term hidden huge, deep carbon reservoir in the mantle wedge caused by the previous subduction of the Neo-Tethys Ocean lithosphere (Fig. 8). It may further lead to CO2 emitted into the atmosphere through metamorphism by the carbonate dissolution reaction20,39, which is displayed as the chemical reaction (Eq. (1)) in the above main text.

In the above carbonate dissolution reaction equation (Eq. (1)) (i.e., CaCO3 + 2H+ → Ca2+ + H2O + CO2), CaCO3 represents a carbon reservoir previously preserved in the mantle wedge beneath Tibet (Fig. 8). H+ denotes an H+-rich component in the upwelling CMP resulted from the presence of new mineral phases in the source region of the magmas (e.g., phlogopite and amphibole) formed during metasomatism of the mantle wedge (Fig. 8), which can be estimated using the proportions of the water (i.e., OH)-containing residual minerals in the source region of the Tibetan magmas (Xi) (Table 1 and Supplementary Data 2). CO2 refers to metamorphic CO2 degassing. A transfer coefficient (d) from a reactant (i.e., H+) to a product (i.e., metamorphic CO2) in the carbonate dissolution reaction (Eq. (1)) can be defined by Eq. (8)20,39:

$$d=\frac{\left[{\rm{CO}}_{2}\right]}{2\left[{\rm{H}}\right]}$$
(8)

where [CO2] and [H] represents the molar mass of CO2 and H, respectively.

According to modelling of recycling processes of the enriched components in the convection system of the mantle wedge within a subduction zone (Fig. 5)66,67, following the formula [S2] in Jagoutz et al.19, the mass flow rate (Se) of the uprising transportation of the H+-rich component in upwelling of the CMP may be calculated by20,39:

$${S}_{e}={\partial }_{t}\times {\delta }_{t}\times {\omega }_{t}\times \rho \times {H}_{i}^{+}$$
(9)

where \({H}_{i}^{+}\) is taken from Table 1 and Supplementary Data 2. ∂t denotes the width of the spatial distribution of the Tibetan magmatic rocks during Stage 2(a) in the direction perpendicular to the trench through time (Fig. 1). ωt is the upwelling rate of CMP in the Cenozoic through time, which is estimated by the formula [4] in Soltanmohammadi et al.66. Other parameters are as in Eq. (7). The mass flow rate (Se) refers to the flux of the H+-rich component by upwelling of the CMP based on the carbonate dissolution reaction (Eq. (1)) in Stage 2(a).

According to the above carbonate dissolution reaction (Eq. (1)), a product of Se and d could be used to calculate the metamorphic CO2 degassing flux (me)20,39. Thus, based on the above Eqs. (8) and (9), the metamorphic CO2 degassing flux (me) may be defined by Eq. (10)20,39:

$${m}_{e}={S}_{e}\times d$$
(10)

The calculation results of the metamorphic CO2 degassing flux are shown in Table 1 and Fig. 6.

Calculation methods of continental collision-induced CO2 degassing rate in Tibet

Based on the above we computed the sum of the magmatic and metamorphic CO2 degassing rates in each volcanic field from 65 Ma to the present, which display the temporal variations of collision-induced CO2 degassing rate with the mean ages of the different Tibetan volcanic fields in the Cenozoic (Fig. 7b). The detailed calculated procedure of the CCFM follows those formula step by step in Supplementary Data 2.

Calculation methods of uncertainties of results of CCFM

The standard deviation for the collision-induced CO2 degassing rates reflects the range of the CO2 degassing rate values for the different Tibetan volcanic fields in the Cenozoic (Supplementary Data 2), which resulted from the propagated uncertainty associated with those of the model input initial parameters (i.e., standard deviation) including in Δc, Δs, ϕf and Xi at each volcanic field in Tibet (Supplementary Data 2). The above-modelled calculation processes indicate that these initial parameters contributed roughly equally to the uncertainty because the CCFM is a fully forward model and all equations are analytical solutions. For figure legibility, instead of the error bars, we have shown a curve of the mean value for our predicted Cenozoic CO2 history using smoothed fits of the mean value data in each volcanic field over the Cenozoic (Fig. 7b).

The methods of the whole-rock major and trace element and Sr–Nd–Pb isotope analyses

Detailed sample preparation and analytical procedures for the whole-rock major element, trace element, and Sr–Nd–Pb isotopic analyses are described in Guo et al.33 and Guo et al.68 and are briefly summarised below. The whole-rock geochemical analyses (Supplementary Data 2) were performed at the Institute of Geology and Geophysics, Chinese Academy of Sciences (IGGCAS), Beijing, China.

Whole-rock samples were trimmed of any altered surfaces and then sawn into thin slices (6 cm). Polished thin sections were prepared from 1 slice and investigated via optical microscopy to confirm the absence of hydrothermal alteration. The remaining slices were cleaned, dried, crushed, and finally ground to a powder using an agate mill. These powders were used for whole-rock major element, trace element, and Sr–Nd–Pb isotopic analysis.

Whole-rock major element compositions were determined using X-ray fluorescence spectrometry. Whole-rock sample powders (0.6 g) were fused with Li2B4O7 (6 g) at 1100 °C for 10 min to produce homogeneous glass pellets for analysis. The analytical precision determined based on two standards was better than 2%. Loss on ignition was determined on 2 g splits of whole-rock powders, which were held at 1100 °C for 10 h.

Rare-earth element and trace element concentrations were determined by inductively coupled plasma mass spectrometry (ICP-MS) on whole-rock samples after their acid digestion in high-temperature Teflon screw-cap capsules. The solutions were diluted up to 50 ml in 1% HNO3 for analysis by ICP-MS. A blank solution was prepared and the total procedural blanks were <50 ng for all the trace elements. Analyses of the international rock standards (BHVO-1 and AGV-1) confirm the accuracy of better than 5% for trace and rare earth elements.

Whole-rock Sr–Nd isotope compositions were analyzed using a Finnigan MAT262 mass spectrometer. Sample powders (60 mg) were spiked with mixed isotope tracers (87Rb–84Sr for Rb–Sr isotope analysis and 149Sm–150Nd for Sm–Nd isotope analysis), dissolved with a mixed acid (HF: HClO4 = 3:1) in Teflon capsules for 7 days at room temperature, and then separated by a cation exchange technique. The collected Sr and Nd fractions were evaporated and dissolved in 2% HNO3 to generate solutions for analysis. The mass fractionation corrections for Sr and Nd isotope ratios were based on 86Sr/88Sr = 0.1194 and 146Nd/144Nd = 0.7219, respectively. The analyzed procedure blank is less than 2 × 10−10 g for Rb–Sr isotope analysis and 5 × 10−11 g for Sm–Nd isotope analysis. The 87Rb/86Sr and 147Sm/144Nd ratios were calculated using the Rb, Sr, Sm, and Nd contents analyzed by ICP-MS.

Whole-rock Pb isotope ratios were analyzed using a VG354 mass spectrometer. Whole-rock sample powders (150 mg) were dissolved in Teflon capsules using concentrated HF at 120 °C for 7 days. Pb was separated and purified by the AG1 × 8 anion exchange technique. The analyzed blank for this procedure is less than 1 ng. Pb isotope fractionations were corrected for using the factors obtained on the standard NBS 981. The average 2σ uncertainties for 206Pb/204Pb, 207Pb/204Pb and 208Pb/204Pb are 0.6%, 0.4% and 0.5% per atomic mass unit, respectively.