Analysis of the impact factors of soil carbon pool and management index in typical ecosystems of the northeastern Tibetan Plateau

Xunxun Qiu , Guangchao Cao , Meiliang zhao , Shuang Ji

Soil Ecology Letters ›› 2026, Vol. 8 ›› Issue (5) : 260454

PDF (4539KB)
Soil Ecology Letters ›› 2026, Vol. 8 ›› Issue (5) :260454 DOI: 10.1007/s42832-026-0454-z
RESEARCH ARTICLE
Analysis of the impact factors of soil carbon pool and management index in typical ecosystems of the northeastern Tibetan Plateau
Author information +
History +
PDF (4539KB)

Abstract

This study evaluated the spatial distribution and drivers of soil organic carbon (SOC), microbial biomass carbon (MBC), readily oxidizable carbon (ROC), non-labile organic carbon (NLOC), and the carbon pool management index (CPMI) in the 0–40 cm soil layer across forest, shrubland, and grassland on the southern slope of the Qilian Mountains. Results showed that forest soils had the highest SOC and MBC, while grassland soils had the lowest. ROC was significantly higher in shrubland, and grasslands had a higher proportion of NLOC. Forest soils also exhibited higher carbon pool activity (A), carbon activity index (AI), and CPMI, whereas grasslands had significantly lower values. Correlation analysis revealed significant positive relationships between SOC, NLOC, and MBC with soil water content (SWC), total nitrogen (TN), available nitrogen (AN), available phosphorus (AP), and enzyme activities (alkaline phosphatase, PHO; β-glucosidase, BG). ROC and CPMI were mainly influenced by electrical conductivity (EC), SWC, TN, AN, and total phosphorus (TP). Redundancy analysis (RDA) explained 96.02% and 89.8% of the variation in carbon components and CPMI, respectively. Monte Carlo tests identified TN, AP, and SWC as key drivers of carbon components, and SWC, EC, AN, and AP as major factors shaping CPMI. The study suggests that vegetation type strongly regulates soil carbon dynamics in high-altitude regions, with forests promoting greater carbon accumulation and activity, while grasslands exhibit higher stability.

Graphical abstract

Keywords

soil organic carbon components / carbon pool management index / environmental factor drivers / Qilian Mountains

Highlight

● Forest soils have the highest soil organic carbon and microbial biomass carbon, while grasslands have the lowest.

● Shrubland shows significantly higher readily oxidizable carbon and grasslands have a higher proportion of non-labile organic carbon.

● Forests show significant advantages in carbon pool activity, carbon activity index, and the carbon pool management index.

● Soil water content, total nitrogen, and available phosphorus are key drivers of carbon components.

● Vegetation type strongly influences soil carbon dynamics, with forests promoting carbon accumulation and activity, while grasslands show greater stability.

Cite this article

Download citation ▾
Xunxun Qiu, Guangchao Cao, Meiliang zhao, Shuang Ji. Analysis of the impact factors of soil carbon pool and management index in typical ecosystems of the northeastern Tibetan Plateau. Soil Ecology Letters, 2026, 8(5): 260454 DOI:10.1007/s42832-026-0454-z

登录浏览全文

4963

注册一个新账户 忘记密码

References

[1]

Babur, E., Dindaroglu, T., 2020. Seasonal changes of soil organic carbon and microbial biomass carbon in different forest ecosystems. In: Uher, I., ed. Environmental Factors Affecting Human Health. London: IntechOpen1–21.

[2]

Bao, S.D., 2000. Soil and Agricultural Chemistry Analysis. 3rd ed. Beijing: China Agriculture Press.

[3]

Blair, G.J., Lefroy, R.D.B., Lisle, L., 1995. Soil carbon fractions based on their degree of oxidation, and the development of a carbon management index for agricultural systems. Australian Journal of Agricultural Research46, 1459–1466.

[4]

Crowther, T.W., Todd-Brown, K.E.O., Rowe, C.W., Wieder, W.R., Carey, J.C., Machmuller, M.B., Snoek, B.L., Fang, S., Zhou, G., Allison, S.D., Blair, J.M., Bridgham, S.D., Burton, A.J., Carrillo, Y., Reich, P.B., Clark, J.S., Classen, A.T., Dijkstra, F.A., Elberling, B., Emmett, B.A., Estiarte, M., Frey, S.D., Guo, J., Harte, J., Jiang, L., Johnson, B.R., Kröel-Dulay, G., Larsen, K.S., Laudon, H., Lavallee, J.M., Luo, Y., Lupascu, M., Ma, L.N., Marhan, S., Michelsen, A., Mohan, J., Niu, S., Pendall, E., Peñuelas, J., Pfeifer-Meister, L., Poll, C., Reinsch, S., Reynolds, L.L., Schmidt, I.K., Sistla, S., Sokol, N.W., Templer, P.H., Treseder, K.K., Welker, J.M., Bradford, M.A., 2016. Quantifying global soil carbon losses in response to warming. Nature540, 104–108.

[5]

Cui, Y.X., Bing, H.J., Fang, L.C., Jiang, M., Shen, G.T., Yu, J.L., Wang, X., Zhu, H., Wu, Y.H., Zhang, X.C., 2021. Extracellular enzyme stoichiometry reveals the carbon and phosphorus limitations of microbial metabolisms in the rhizosphere and bulk soils in alpine ecosystems. Plant and Soil458, 7–20.

[6]

Dequiedt, S., Thioulouse, J., Jolivet, C., Saby, N.P.A., Lelievre, M., Maron, P.A., Martin, M.P., Prévost-Bouré, N.C., Toutain, B., Arrouays, D., Lemanceau, P., Ranjard, L., 2009. Biogeographical patterns of soil bacterial communities. Environmental Microbiology Reports1, 251–255.

[7]

Diao, E.L., Cao, G.C., Cao, S.K., Yuan, J., Tong, S., Qiu, X.X., 2024. Soil particle size and fractal characteristics at different scales. Research of Soil and Water Conservation31, 212–220.

[8]

Diao, E.L., Cao, G.C., Cao, S.K., Yuan, J., Yu, M., Chen, Z., Zhang, Z., Tong, S., Zhao, M.L., 2021. Soil carbon and nitrogen contents and path analysis under different land use types on the southern slope of the Qilian Mountains. Arid Zone Research38, 1346–1354.

[9]

Fang, F., Tang, H.P., Li, B.Y., 2013. Effects of land use type on soil organic carbon and its fractions. Ecology and Environmental Sciences22, 1774–1779.

[10]

Fang, X., Zhao, L., Zhou, G.Y., Huang, W.J., Liu, J.X., 2015. Increased litter input increases litter decomposition and soil respiration but has minor effects on soil organic carbon in subtropical forests. Plant and Soil392, 139–153.

[11]

Gao, G.Y., Tuo, D., Han, X.Y., Jiao, L., Li, J.R., Fu, B.J., 2020. Effects of land-use patterns on soil carbon and nitrogen variations along revegetated hillslopes in the Chinese Loess Plateau. Science of the Total Environment746, 141156.

[12]

Girmay, G., Singh, B.R., Nyssen, J., Borrosen, T., 2009. Runoff and sediment-associated nutrient losses under different land uses in Tigray, northern Ethiopia. Journal of hydrology376, 70–80.

[13]

Gondal, A.H., Hussain, I., Ijaz, A.B., Zafar, A., Ch, B.I., Zafar, H., Sohail, M.D., Niazi, H., Touseef, M., Khan, A.A., 2021. Influence of soil pH and microbes on mineral solubility and plant nutrition: a review. International Journal of Agriculture and Biological Sciences5, 71–81.

[14]

He, J.S., Bazzaz, F.A., Schmid, B., 2002. Interactive effects of diversity, nutrients and elevated CO2 on experimental plant communities. Oikos97, 337–348.

[15]

He, W.Y., Qian, H.Y., Jiang, H.D., Gao, X., Hu, Y.F., 2025. Effects of afforestation on soil aggregate stability, carbon, and nitrogen in alpine sandy lands. Forests16, 782.

[16]

Janzen, H.H., 2004. Carbon cycling in earth systems—a soil science perspective. Agriculture, Ecosystems & Environment104, 399–417.

[17]

Jia, Y.L., Wu, M.H., Wei, P.J., Zhao, J.Z., Gao, Y.Y., Chen, S.Y., 2022. Characteristics of soil carbon and nitrogen contents in permafrost region of the Shule River headwaters. Journal of Desert Research42, 219–228.

[18]

Jiang, X., Xu, D.P., Rong, J.J., Ai, X.Y., Ai, S.H., Su, X.Q., Sheng, M.H., Yang, S.Q., Zhang, J.J., Ai, Y.W., 2021. Landslide and aspect effects on artificial soil organic carbon fractions and the carbon pool management index on road-cut slopes in an alpine region. CATENA199, 105094.

[19]

Jiang, Y., Zhuang, Q.L., Liang, W.J., 2007. Soil organic carbon pool and its affecting factors in farmland ecosystem. Chinese Journal of Ecology26, 278–285.

[20]

Laganière, J., Angers, D.A., Paré, D., 2010. Carbon accumulation in agricultural soils after afforestation: a meta-analysis. Global Change Biology16, 439–453.

[21]

Li, B.Q., Chen, S.R., Shao, J.H., Ma, W.X., Yue, J.S., Chai, Y.J., 2013. Comprehensive management and improvement of soil salinization in Xinjiang. Xinjiang Agricultural Science and Technology6, 15–21.

[22]

Li, Q., Yang, J.Y., Guan, W.H, Liu, Z.G, He, G.X, Zhang, D.G., Liu, X.N 2021. Soil fertility evaluation and spatial distribution of grasslands in Qilian Mountains Nature Reserve of eastern Qinghai-Tibetan Plateau. PeerJ9, e10986.

[23]

Li, Y.K., Chen, M.P., Mei, X.R., Xia, X., Guo, W.Z., Li, H.R., Hao, W.P., 2014. Effects of soil moisture and nitrogen addition on organic carbon mineralization in a high-yield cropland soil of the North China Plain. Acta Ecologica Sinica34, 4037–4046.

[24]

Liu, Y.X., Cao, P.X., Ma, H.M., Liu, X., 2019. Research progress on soil microbial diversity and its influencing factors in Qinghai-Tibet Plateau. Environmental Ecology1, 1–7.

[25]

Ma, H.Y., Li, X.Z., Ma, X.Y., Gong, L., 2022. Characteristics and driving factors of soil organic carbon fractions under different vegetation types of the mid-northern piedmont of the Tianshan Mountains, Xinjiang. Ecology and Environmental Sciences31, 1124–1131.

[26]

Ma, X.L., Ma, W.M., Wang, C.T., Xu, Y., 2025. Nitrogen and phosphorus supply controls stability of soil organic carbon in alpine meadow of the Qinghai-Tibetan Plateau. Agriculture, Ecosystems & Environment379, 109336.

[27]

Majumder, B., Mandal, B., Bandyopadhyay, P.K., Gangopadhyay, A., Mani, P.K., Kundu, A.L., Mazumdar, D., 2008. Organic amendments influence soil organic carbon pools and rice–wheat productivity. Soil Science Society of America Journal72, 775–785.

[28]

Mathew, I., Shimelis, H., Mutema, M., Minasny, B., Chaplot, V., 2020. Crops for increasing soil organic carbon stocks–A global meta analysis. Geoderma367, 114230.

[29]

Qiu, X.X., Cao, G.C., Zhao, Q.L., Cao, S.K., Zhao, M.L., He, Q.X., Bai, J.Q., Xian, Q.L., 2024. Assessment of soil quality under different land use practices on the southern slope of Qilian Mountains based on minimum data set. Acta Agrestia Sinica32, 2952–2961.

[30]

Rahman, M., Zhang, K., Wang, Y., Ahmad, B., Ahmad, A., Zhang, Z., Khan, D., Muhammad, D., Ali, A., 2024. Variations in soil physico-chemical properties, soil stocks, and soil stoichiometry under different soil layers, the major forest region Liupan Mountains of Northwest China. Brazilian Journal of Biology84, e256565.

[31]

Su, Y.Z., Zhao, H.L., Zhao, W.Z., Zhang, T.H., 2004. Fractal features of soil particle size distribution and the implication for indicating desertification. Geoderma122, 43–49.

[32]

Sun, H.L., Zheng, D., Yao, T.D., Zhang, Y.L., 2012. Protection and construction of the national ecological security shelter zone on Tibetan Plateau. Acta Geographica Sinica67, 3–12.

[33]

Teng, Q.M., Shen, Y.Y., Xu, G.P., Zhang, Z.F., Zhang, D.N., Zhou, L.W., Huang, K.Z., Sun, Y.J., He, W., 2020. Characteristics of soil carbon pool management indices under different vegetation types in karst mountainous areas of North Guangxi. Chinese Journal of Ecology39, 422–433.

[34]

Tong, S., Cao, G.C., Yan, X., Diao, E.L., Zhang, Z., 2022. Spatial-temporal evolution of vegetation cover and its driving factors on the South slope of the Qilian Mountains, China from 2000 to 2020. Mountain Research40, 491–503.

[35]

Van Groenigen, K.J., Qi, X., Osenberg, C.W., Luo, Y.Q., Hungate, B.A., 2014. Faster decomposition under increased atmospheric CO2 limits soil carbon storage. Science344, 508–509.

[36]

Vogel, S., Conedera, M., 2020. Effects of land use-induced vegetation and topography changes on soil chemistry in the Southern Alps (Ticino, Switzerland). Plant, Soil and Environment66, 73–80.

[37]

Wang, A.H., Su, Y.R., Li, Y., Hu, L.N., Wu, J.S., 2012. Response of soil organic carbon turnover to soil moisture in paddy and upland soils. Acta Pedologica Sinica (or appropriate journal name if specified) 45, 266–274.

[38]

Wei, C.C., Liu, X.F., Lin, C.F., Li, X.F., Li, Y., Zheng, Y.X., 2018. Response of soil enzyme activities to litter input changes in two secondary Castanopsis carlessii forests in subtropical China. Chinese Journal of Plant Ecology42, 692–702.

[39]

Xiao, Y., Zhang, Y.G, Long, J.M., Luo, K., Huang, Z.G., 2025. Responses of soil labile organic carbon stocks and the carbon pool management index to different vegetation restoration types in the Danxia landform region of southwest China. PLoS One20, e0318195.

[40]

Yang, Y.X., Gong, L., Tang, J.H., 2023. Reclamation during oasification is conducive to the accumulation of the soil organic carbon pool in arid land. Journal of Arid Land15, 344–358.

[41]

Yuan, J.Y., Liang, Y.L., Zhuo, M., Sadiq, M., Liu, L., Wu, J.Q., Xu, G.R., Liu, S.N., Li, G., Yan, L.J., 2023. Soil nitrogen and carbon storages and carbon pool management index under sustainable conservation tillage strategy. Frontiers in Ecology and Evolution10, 1082624.

[42]

Zhang, C., Liu, G.B., Xue, S., Song, Z.L., 2011. Rhizosphere soil microbial activity under different vegetation types on the Loess Plateau, China. Geoderma161, 115–125.

[43]

Zhang, Y.R., Li, Y., Liu, Y.L., Huang, X.C., Zhang, W., Jiang, T.M., 2021. Responses of soil labile organic carbon and carbon management index to different long-term fertilization treatments in a typical yellow soil region. Eurasian Soil Science54, 605–618.

[44]

Zhao, M.L., Cao, G.C., Ma, Y.G., Cao, S.K., Zhao, Q.L., Yuan, J., Yan, X., He, Q.X., Qiu, X.X., 2024. Spatial distribution pattern and influence path of soil carbon and nitrogen in the Heihe River source region, northeast Qinghai-Tibet Plateau. Ecological Indicators165, 112181.

[45]

Zhao, W.Z., Xiao, H.L., Liu, Z.M., Li, J., 2005. Soil degradation and restoration as affected by land use change in the semiarid Bashang area, northern China. CATENA59, 173–186.

[46]

Zhou, N.N., Luo, B.L., Feng, Y.Y., Zeng, R.B., Han, Z., 2025. Driving factors of short-term changes in soil organic carbon during vegetation restoration in bauxite mines in Guizhou Province. Journal of Soil and Water Conservation39, 215–223.

[47]

Zhou, Z.H., Wang, C.K., Luo, Y.Q., 2018. Effects of forest degradation on microbial communities and soil carbon cycling: a global meta-analysis. Global Ecology and Biogeography27, 110–124.

[48]

Zu, Y.G., Li, R., Wang, W.J., Su, D.X., Wang, Y., Qiu, L., 2011. Soil organic and inorganic carbon contents in relation to soil physicochemical properties in northeastern China. Acta Ecologica Sinica31, 5207–5216.

RIGHTS & PERMISSIONS

Higher Education Press

PDF (4539KB)

2

Accesses

0

Citation

Detail

Sections
Recommended

/