Distinct, direct and climate-mediated environmental controls on global particulate and mineral-associated organic carbon storage
Open accessAbstract
Identifying controls on soil organic carbon (SOC) storage, and where SOC is most vulnerable to loss, are essential to managing soils for both climate change mitigation and global food security. However, we currently lack a comprehensive understanding of the global drivers of SOC storage, especially with regards to particulate (POC) and mineral‐associated organic carbon (MAOC). To better understand hierarchical controls on POC and MAOC, we applied path analyses to SOC fractions, climate (i.e., mean annual temperature [MAT] and mean annual precipitation minus potential evapotranspiration [MAP‐PET]), carbon (C) input (i.e., net primary production [NPP]), and soil property data synthesized from 72 published studies, along with data we generated from the National Ecological Observatory Network soil pits ( n = 901 total observations). To assess the utility of investigating POC and MAOC separately in understanding SOC storage controls, we then compared these results with another path analysis predicting bulk SOC storage. We found that POC storage is negatively related to MAT and soil pH, while MAOC storage is positively related to NPP and MAP‐PET, but negatively related to soil % sand. Our path analysis predicting bulk SOC revealed similar trends but explained less variation in C storage than our POC and MAOC analyses. Given that temperature and pH impose constraints on microbial decomposition, this indicates that POC is primarily controlled by SOC loss processes. In contrast, strong relationships with variables related to plant productivity constraints, moisture, and mineral surface availability for sorption indicate that MAOC is primarily controlled by climate‐driven variations in C inputs to the soil, as well as C stabilization mechanisms. Altogether, these results demonstrate that global POC and MAOC storage are controlled by separate environmental variables, further justifying the need to quantify and model these C fractions separately to assess and forecast the responses of SOC storage to global change.
The claims and statistics of this paper haven’t been checked yet.
Run the check — free, no account needed. It reads the open-access text and checks the sources it cites.
Integrity signals
Registry
Cites
Statistics
Claims the paper makes
The claims and statistics of this paper haven’t been checked yet.
Run the check — free, no account needed. It reads the open-access text and checks the sources it cites.
Claims other papers make about this one
Each is checked against this paper’s own text: does it say what the citing paper says it does?
Recent research suggests SOC is more dynamic than once believed, with stabilization and turnover influenced by climate, microbial activity, and land use.
“Recent research suggests SOC is more dynamic than once believed, with stabilization and turnover influenced by climate, microbial activity, and land use (Cotrufo et al., 2019;Hansen et al., 2024).”
From Impact of 10 years of adaptive multi-paddock grazing on soil carbon and beef's greenhouse gas footprint in the US Upper Midwest (2026) · cites this paper as Hansen et al., 2024
Self-check
Percentages, sums and reported differences re-computed from the paper’s own numbers.
The self-check needs the paper’s full text.
Cites
<b>lavaan</b> : An <i>R</i> Package for Structural Equation Modeling
Rosseel, Y. (2012) · Journal of Statistical Software · doi:10.18637/jss.v048.i02 · Cited by 27,955 · see citing works
Structural Equation Modelling: Guidelines for Determining Model Fit
Hooper, D., Coughlan, J., & Mullen, M. R. (2008) · Dublin Institute of Technology · doi:10.21427/d7cf7r · Cited by 8,746 · see citing works
Temperature sensitivity of soil carbon decomposition and feedbacks to climate change
Davidson, E. A., & Janssens, I. A. (2006) · Nature · doi:10.1038/nature04514 · Cited by 6,919 · see citing works
Stabilization mechanisms of soil organic matter: Implications for C-saturation of soils
Six, J., Conant, R. T., Paul, E. A., & Paustian, K. (2002) · Plant and Soil · doi:10.1023/a:1016125726789 · Cited by 4,633 · see citing works
Global stocks and capacity of mineral-associated soil organic carbon
Georgiou, K., Jackson, R. B., Vindušková, O., Abramoff, R. Z., Ahlström, A., Feng, W., Harden, J. W., Pellegrini, A. F. A., Polley, H. W., Soong, J. L., et al. (2022) · Nature Communications · doi:10.1038/s41467-022-31540-9 · Cited by 979 · see citing works
van der Pol, L. K., Robertson, A., Schipanski, M., Calderon, F. J., Wallenstein, M. D., & Cotrufo, M. F. (2022) · Agriculture, Ecosystems & Environment · doi:10.1016/j.agee.2022.107906 · Cited by 65 · see citing works
Self-citation
Flagged first, then by citations
Research works printed but not linked: 150
- S Abdalla, M., Hastings, A., Chadwick, D. R., Jones, D. L., Evans, C. D., Jones, M. B., Rees, R. M., & Smith, P. (2018). Critical review of the impacts of grazing intensity on soil organic carbon storage and other soil quality indicators in extensively managed grasslands. Agriculture, Ecosystems & Environment, 253, 62-81. https:// doi. org/ 10. 1016/j. agee. 2017. 10. 023 · DOI · Paper page
- Angst, G., Mueller, K. E., Castellano, M. J., Vogel, C., Wiesmeier, M., & Mueller, C. W. (2023). Unlocking complex soil systems as carbon sinks: Multi-pool management as the key. Nature Communications, 14(1), 2967. https:// doi. org/ 10. 1038/ s4146 7-023-38700 -5 · DOI
- Angst, G., Mueller, K. E., Nierop, K. G. J., & Simpson, M. J. (2021). Plant- or microbial-derived? A review on the molecular composition of stabilized soil organic matter. Soil Biology and Biochemistry, 156, 108189. https:// doi. org/ 10. 1016/j. soilb io. 2021. 108189 · DOI · Paper page
- Ashagrie, Y., Zech, W., Guggenberger, G., & Mamo, T. (2007). Soil ag- gregation, and total and particulate organic matter following con- version of native forests to continuous cultivation in Ethiopia. Soil and Tillage Research, 94(1), 101-108. https:// doi. org/ 10. 1016/j. still. 2006. 07. 005 · DOI
- Balesdent, J., Chenu, C., & Balabane, M. (2000). Relationship of soil or- ganic matter dynamics to physical protection and tillage. Soil and Tillage Research, 53(3), 215-230. https:// doi. org/ 10. 1016/ S0167 -1987(99) 00107 -5 · DOI · Paper page
- Beck, H. E., Zimmermann, N. E., McVicar, T. R., Vergopolan, N., Berg, A., & Wood, E. F. (2018). Present and future Köppen-Geiger climate classification maps at 1-km resolution. Scientific Data, 5(1), 180214. https:// doi. org/ 10. 1038/ sdata. 2018. 214 · DOI
- Benbi, D. K., Boparai, A. K., & Brar, K. (2014). Decomposition of par- ticulate organic matter is more sensitive to temperature than the mineral associated organic matter. Soil Biology and Biochemistry, 70, 183-192. https:// doi. org/ 10. 1016/j. soilb io. 2013. 12. 032 · DOI
- Bouajila, A., & Tahar, G. (2010). Land use effect on soil and particulate organic carbon, and aggregate stability in some soils in Tunisia. African Journal of Agricultural Research, 5(8), 764-774. https:// doi. org/ 10. 5897/ AJAR10. 183 · DOI
- Bradford, M. A., Carey, C. J., Atwood, L., Bossio, D., Fenichel, E. P., Gennet, S., Fargione, J., Fisher, J. R. B., Fuller, E., Kane, D. A., Lehmann, J., Oldfield, E. E., Ordway, E. M., Rudek, J., Sanderman, J., & Wood, S. A. (2019). Soil carbon science for policy and practice. Nature Sustainability, 2(12), 1070-1072. https:// doi. org/ 10. 1038/ s4189 3-019-0431-y · DOI
- Chen, L., Fang, K., Wei, B., Qin, S., Feng, X., Hu, T., Ji, C., & Yang, Y. (2021). Soil carbon persistence governed by plant input and mineral pro- tection at regional and global scales. Ecology Letters, 24(5), 1018- 1028. https:// doi. org/ 10. 1111/ ele. 13723 · DOI
- Churkina, G., & Running, S. W. (1998). Contrasting climatic controls on the estimated productivity of global terrestrial biomes. Ecosystems, 1(2), 206-215. https:// doi. org/ 10. 1007/ s1002 19900016 · DOI
- Conant, R. T., Ryan, M. G., Ågren, G. I., Birge, H. E., Davidson, E. A., Eliasson, P. E., Evans, S. E., Frey, S. D., Giardina, C. P., Hopkins, F. M., Hyvönen, R., Kirschbaum, M. U. F., Lavallee, J. M., Leifeld, J., Parton, W. J., Megan Steinweg, J., Wallenstein, M. D., Martin Wetterstedt, J. Å., & Bradford, M. A. (2011). Temperature and soil organic matter decomposition rates-Synthesis of current knowl- edge and a way forward. Global Change Biology, 17(11), 3392-3404. https:// doi. org/ 10. 1111/j. 1365-2486. 2011. 02496. x · DOI · Paper page
- Córdova, S. C., Olk, D. C., Dietzel, R. N., Mueller, K. E., Archontouilis, S. V., & Castellano, M. J. (2018). Plant litter quality affects the accu- mulation rate, composition, and stability of mineral-associated soil organic matter. Soil Biology and Biochemistry, 125, 115-124. https:// doi. org/ 10. 1016/j. soilb io. 2018. 07. 010 · DOI
- Cotrufo, M. F., & Lavallee, J. M. (2022). Soil organic matter formation, persistence, and functioning: A synthesis of current understand- ing to inform its conservation and regeneration. In Advances in agronomy (Vol. 172, pp. 1-66). Elsevier. https:// doi. org/ 10. 1016/ bs. agron. 2021. 11. 002 · DOI
- Cotrufo, M. F., Lavallee, J. M., Zhang, Y., Hansen, P. M., Paustian, K. H., Schipanski, M., & Wallenstein, M. D. (2021). I n-N-O ut: A hierar- chical framework to understand and predict soil carbon storage and nitrogen recycling. Global Change Biology, 27(19), 4465-4468. https:// doi. org/ 10. 1111/ gcb. 15782 · DOI
- Craig, M. E., Geyer, K. M., Beidler, K. V., Brzostek, E. R., Frey, S. D., Stuart Grandy, A., Liang, C., & Phillips, R. P. (2022). Fast-decaying plant litter enhances soil carbon in temperate forests but not through microbial physiological traits. Nature Communications, 13(1), 1229. https:// doi. org/ 10. 1038/ s4146 7-022-28715 -9 · DOI
- Craig, M. E., Turner, B. L., Liang, C., Clay, K., Johnson, D. J., & Phillips, R. P. (2018). Tree mycorrhizal type predicts within-site variability in the storage and distribution of soil organic matter. Global Change Biology, 24(8), 3317-3330. https:// doi. org/ 10. 1111/ gcb. 14132 · DOI
- Eclesia, R. P., Jobbagy, E. G., Jackson, R. B., Rizzotto, M., & Piñeiro, G. (2016). Stabilization of new carbon inputs rather than old carbon decomposition determines soil organic carbon shifts following woody or herbaceous vegetation transitions. Plant and Soil, 409(1- 2), 99-116. https:// doi. org/ 10. 1007/ s1110 4-016-2951-9 · DOI
- Ernakovich, J. G., Baldock, J., Creamer, C., Sanderman, J., Kalbitz, K., & Farrell, M. (2021). A combined microbial and ecosystem metric of car- bon retention efficiency explains land cover-dependent soil micro- bial biodiversity-ecosystem function relationships. Biogeochemistry, 153(1), 1-15. https:// doi. org/ 10. 1007/ s1053 3-020-00736 -w · DOI
- Fick, S. E., & Hijmans, R. J. (2017). WorldClim 2: New 1-km spatial reso- lution climate surfaces for global land areas. International Journal of Climatology, 37(12), 4302-4315. https:// doi. org/ 10. 1002/ joc. 5086 · DOI
- Frøseth, R. B., & Bleken, M. A. (2015). Effect of low temperature and soil type on the decomposition rate of soil organic carbon and clover leaves, and related priming effect. Soil Biology and Biochemistry, 80, 156-166. https:// doi. org/ 10. 1016/j. soilb io. 2014. 10. 004 · DOI
- Fuhrmann, J. J., & Zuberer, D. A. (2021). Carbon transformations and soil organic matter formation. In Principles and applications of soil mi- crobiology (pp. 327-361). Elsevier. https:// doi. org/ 10. 1016/ B978-0- 12-82020 2-9. 00013 -7 · DOI
- Haddix, M. L., Gregorich, E. G., Helgason, B. L., Janzen, H., Ellert, B. H., & Francesca Cotrufo, M. (2020). Climate, carbon content, and soil texture control the independent formation and persistence of par- ticulate and mineral-associated organic matter in soil. Geoderma, 363, 114160. https:// doi. org/ 10. 1016/j. geode rma. 2019. 114160 · DOI
- Haddix, M. L., Paul, E. A., & Cotrufo, M. F. (2016). Dual, differential iso- tope labeling shows the preferential movement of labile plant con- stituents into mineral-bonded soil organic matter. Global Change Biology, 22(6), 2301-2312. https:// doi. org/ 10. 1111/ gcb. 13237 · DOI
- Harris, D., Horwáth, W. R., & van Kessel, C. (2001). Acid fumigation of soils to remove carbonates prior to total organic carbon or CARBON-13 isotopic analysis. Soil Science Society of America Journal, 65(6), 1853- 1856. https:// doi. org/ 10. 2136/ sssaj 2001. 1853 · DOI
- Harzing, A.-W., & Alakangas, S. (2016). Google scholar, Scopus and the web of science: A longitudinal and cross-disciplinary comparison. Scientometrics, 106(2), 787-804. https:// doi. org/ 10. 1007/ s1119 2-015-1798-9 · DOI · Paper page
- Hassink, J. (1997). The capacity of soils to preserve organic C and N by their association with clay and silt particles. Plant and Soil, 191(1), 77-87. https:// doi. org/ 10. 1023/A: 10042 13929699 · DOI
- He, X., Abramoff, R., Abs, E., Georgiou, K., Zhang, H., & Goll, D. S. (2023). Contribution of carbon inputs to soil carbon accumulation cannot be neglected. bioRxiv. https:// doi. org/ 10. 1101/ 2023. 07. 17. 549330 · DOI
- Heckman, K., Hicks Pries, C. E., Lawrence, C. R., Rasmussen, C., Crow, S. E., Hoyt, A. M., Fromm, S. F., Shi, Z., Stoner, S., McGrath, C., Beem- Miller, J., Berhe, A. A., Blankinship, J. C., Keiluweit, M., Marín-Spiotta, E., Monroe, J. G., Plante, A. F., Schimel, J., Sierra, C. A., … Wagai, R. (2022). Beyond bulk: Density fractions explain heterogeneity in global soil carbon abundance and persistence. Global Change Biology, 28(3), 1178-1196. https:// doi. org/ 10. 1111/ gcb. 16023 · DOI
- Heckman, K. A., Possinger, A. R., Badgley, B. D., Bowman, M. M., Gallo, A. C., Hatten, J. A., Nave, L. E., SanClements, M. D., Swanston, C. W., Weiglein, T. L., Wieder, W. R., & Strahm, B. D. (2023). Moisture- driven divergence in mineral-associated soil carbon persistence. Proceedings of the National Academy of Sciences of the United States of America, 120(7), e2210044120. https:// doi. org/ 10. 1073/ pnas. 22100 44120 · DOI
- Herndon, E., AlBashaireh, A., Singer, D., Roy Chowdhury, T., Gu, B., & Graham, D. (2017). Influence of iron redox cycling on organo-mineral associations in Arctic tundra soil. Geochimica et Cosmochimica Acta, 207, 210-231. https:// doi. org/ 10. 1016/j. gca. 2017. 02. 034 · DOI
- Hinckley, E.-L. S., Bonan, G. B., Bowen, G. J., Colman, B. P., Duffy, P. A., Goodale, C. L., Houlton, B. Z., Marín-Spiotta, E., Ogle, K., Ollinger, S. V., Paul, E. A., Vitousek, P. M., Weathers, K. C., & Williams, D. G. (2016). The soil and plant biogeochemistry sampling design for The National Ecological Observatory Network. Ecosphere, 7(3), e01234. https:// doi. org/ 10. 1002/ ecs2. 1234 · DOI
- Horsch, C. C. A., Antunes, P. M., Fahey, C., Grandy, A. S., & Kallenbach, C. M. (2023). Trait-based assembly of arbuscular mycorrhizal fungal communities determines soil carbon formation and retention. New Phytologist, 239(1), 311-324. https:// doi. org/ 10. 1111/ nph. 18914 · DOI
- Hou, G., Delang, C. O., Lu, X., & Gao, L. (2020). A meta-analysis of changes in soil organic carbon stocks after afforestation with de- ciduous broadleaved, sempervirent broadleaved, and conifer tree species. Annals of Forest Science, 77(4), 1-13. https:// doi. org/ 10. 1007/ s1359 5-020-00997 -3 · DOI
- Huang, W., Ye, C., Hockaday, W. C., & Hall, S. J. (2020). Trade-offs in soil carbon protection mechanisms under aerobic and anaerobic condi- tions. Global Change Biology, 26(6), 3726-3737. https:// doi. org/ 10. 1111/ gcb. 15100 · DOI
- Huang, Y., Liang, C., Duan, X., Chen, H., & Li, D. (2019). Variation of mi- crobial residue contribution to soil organic carbon sequestration following land use change in a subtropical karst region. Geoderma, 353, 340-346. https:// doi. org/ 10. 1016/j. geode rma. 2019. 07. 028 · DOI
- Jobbágy, E. G., & Jackson, R. B. (2000). The vertical distribution of soil organic carbon and its relation to climate and vegetation. Ecological Applications, 10(2), 423-436. https:// doi. org/ 10. 1890/ 1051- 0761(2000) 010[0423: TVDOSO] 2.0. CO; 2 · DOI
- Kallenbach, C. M., Frey, S. D., & Grandy, A. S. (2016). Direct evidence for microbial-derived soil organic matter formation and its ecophysi- ological controls. Nature Communications, 7(1), 13630. https:// doi. org/ 10. 1038/ ncomm s13630 · DOI
- Keller, A. B., Brzostek, E. R., Craig, M. E., Fisher, J. B., & Phillips, R. P. (2021). Root-derived inputs are major contributors to soil carbon in temperate forests, but vary by mycorrhizal type. Ecology Letters, 24(4), 626-635. https:// doi. org/ 10. 1111/ ele. 13651 · DOI
- King, A. E., Amsili, J. P., Córdova, S. C., Culman, S., Fonte, S. J., Kotcon, J., Liebig, M., Masters, M. D., McVay, K., Olk, D. C., Schipanski, M., Schneider, S. K., Stewart, C. E., & Cotrufo, M. F. (2023). A soil matrix capacity index to predict mineral-associated but not particulate organic carbon across a range of climate and soil pH. Biogeochemistry, 165(1), 1-14. https:// doi. org/ 10. 1007/ s1053 3- 023-01066 -3 · DOI
- Kirsten, M., Mikutta, R., Vogel, C., Thompson, A., Mueller, C. W., Kimaro, D. N., Bergsma, H. L. T., Feger, K.-H., & Kalbitz, K. (2021). Iron ox- ides and aluminous clays selectively control soil carbon storage and stability in the humid tropics. Scientific Reports, 11, 5076. https:// doi. org/ 10. 1038/ s4159 8-021-84777 -7 · DOI
- Kramer, M. G., & Chadwick, O. A. (2018). Climate-driven thresholds in reactive mineral retention of soil carbon at the global scale. Nature Clim Change, 8, 1104-1108. https:// doi. org/ 10. 1038/ s41558-018-0341-4 · DOI
- Krishna, M. P., & Mohan, M. (2017). Litter decomposition in forest eco- systems: A review. Energy, Ecology and Environment, 2(4), 236-249. https:// doi. org/ 10. 1007/ s4097 4-017-0064-9 · DOI
- Lajtha, K., Townsend, K. L., Kramer, M. G., Swanston, C., Bowden, R. D., & Nadelhoffer, K. (2014). Changes to particulate versus mineral- associated soil carbon after 50 years of litter manipulation in for- est and prairie experimental ecosystems. Biogeochemistry, 119(1), 341-360. https:// doi. org/ 10. 1007/ s1053 3-014-9970-5 · DOI
- Lavallee, J. M., Conant, R. T., Haddix, M. L., Follett, R. F., Bird, M. I., & Paul, E. A. (2019). Selective preservation of pyrogenic carbon across soil organic matter fractions and its influence on calculations of carbon mean residence times. Geoderma, 354, 113866. https:// doi. org/ 10. 1016/j. geode rma. 2019. 07. 024 · DOI
- Lavallee, J. M., Soong, J. L., & Cotrufo, M. F. (2020). Conceptualizing soil organic matter into particulate and mineral-associated forms to address global change in the 21st century. Global Change Biology, 26(1), 261-273. https:// doi. org/ 10. 1111/ gcb. 14859 · DOI · Paper page
- Leuthold, S. J., Haddix, M. L., Lavallee, J., & Cotrufo, M. F. (2022). Physical fractionation techniques. In Reference Module in Earth Systems and Environmental Sciences. Elsevier. https:// doi. org/ 10. 1016/ B978-0- 12-82297 4-3. 00067 -7 · DOI
- Leuthold, S. J., Lavallee, J. Haddix, M., & Cotrufo, M. (in review). Contrasting properties of soil organic matter fractions isolated by dif- ferent physical separation methodologies. Geoderma.
- Liang, C., Amelung, W., Lehmann, J., & Kästner, M. (2019). Quantitative assessment of microbial necromass contribution to soil organic matter. Global Change Biology, 25(11), 3578-3590. https:// doi. org/ 10. 1111/ gcb. 14781 · DOI
- Lobe, I., Sandhage-Hofmann, A., Brodowski, S., du Preez, C. C., & Amelung, W. (2011). Aggregate dynamics and associated soil or- ganic matter contents as influenced by prolonged arable cropping in the South African Highveld. Geoderma, 162(3), 251-259. https:// doi. org/ 10. 1016/j. geode rma. 2011. 02. 001 · DOI
- Lugato, E., Lavallee, J. M., Haddix, M. L., Panagos, P., & Cotrufo, M. F. (2021). Different climate sensitivity of particulate and mineral- associated soil organic matter. Nature Geoscience, 14(5), 295-300. https:// doi. org/ 10. 1038/ s4156 1-021-00744 -x · DOI
- Luo, Z., Feng, W., Luo, Y., Baldock, J., & Wang, E. (2017). Soil organic carbon dynamics jointly controlled by climate, carbon inputs, soil properties and soil carbon fractions. Global Change Biology, 23(10), 4430-4439. https:// doi. org/ 10. 1111/ gcb. 13767 · DOI
- Lupwayi, N. Z., Clayton, G. W., O'Donovan, J. T., Harker, K. N., Turkington, T. K., & Rice, W. A. (2004). Decomposition of crop residues under conventional and zero tillage. Canadian Journal of Soil Science, 84(4), 403-410. https:// doi. org/ 10. 4141/ S03-082 · DOI
- Mao, H., Cotrufo, M. F., Hart, S. C., Sullivan, B. W., Zhu, X., Zhang, J., Liang, C., & Zhu, M. (In review). Soil Biology & Biochemistry.
- Martín-Martín, A., Orduna-Malea, E., Thelwall, M., & Delgado López- Cózar, E. (2018). Google Scholar, Web of Science, and Scopus: A systematic comparison of citations in 252 subject categories. Journal of Informetrics, 12(4), 1160-1177. https:// doi. org/ 10. 1016/j. joi. 2018. 09. 002 · DOI · Paper page
- Mirabito, A. J., & Chambers, L. G. (2023). Quantifying mineral-associated organic matter in wetlands as an indicator of the degree of soil car- bon protection. Geoderma, 430, 116327. https:// doi. org/ 10. 1016/j. geode rma. 2023. 116327 · DOI
- Ogle, S. M., Breidt, F. J., & Paustian, K. (2005). Agricultural man- agement impacts on soil organic carbon storage under moist and dry climatic conditions of temperate and tropical regions. Biogeochemistry, 72(1), 87-121. https:// doi. org/ 10. 1007/ s1053 3-004-0360-2 · DOI
- Parihar, C. M., Singh, A. K., Jat, S. L., Ghosh, A., Dey, A., Nayak, H. S., Parihar, M. D., Mahala, D. M., Yadav, R. K., Rai, V., Satayanaryana, T., & Jat, M. L. (2019). Dependence of temperature sensitivity of soil organic car- bon decomposition on nutrient management options under conser- vation agriculture in a sub-tropical Inceptisol. Soil and Tillage Research, 190, 50-60. https:// doi. org/ 10. 1016/j. still. 2019. 02. 016 · DOI
- Poeplau, C., Don, A., Six, J., Kaiser, M., Benbi, D., Chenu, C., Cotrufo, M. F., Derrien, D., Gioacchini, P., Grand, S., Gregorich, E., Griepentrog, M., Gunina, A., Haddix, M., Kuzyakov, Y., Kühnel, A., Macdonald, L. M., Soong, J., Trigalet, S., … Nieder, R. (2018). Isolating organic carbon fractions with varying turnover rates in temperate agricul- tural soils-A comprehensive method comparison. Soil Biology and Biochemistry, 125, 10-26. https:// doi. org/ 10. 1016/j. soilb io. 2018. 06. 025 · DOI
- Poeplau, C., Kätterer, T., Leblans, N. I. W., & Sigurdsson, B. D. (2017). Sensitivity of soil carbon fractions and their specific stabilization mechanisms to extreme soil warming in a subarctic grassland. Global Change Biology, 23(3), 1316-1327. https:// doi. org/ 10. 1111/ gcb. 13491 · DOI
- Prairie, A. M., King, A. E., & Cotrufo, M. F. (2023). Restoring particulate and mineral-associated organic carbon through regenerative agri- culture. Proceedings of the National Academy of Sciences of the United States of America, 120(21), e2217481120. https:// doi. org/ 10. 1073/ pnas. 22174 81120 · DOI
- Ramos, F. T., Dores, E. F. D. C., Weber, O. L. D. S., Beber, D. C., Campelo, J. H., & Maia, J. C. D. S. (2018). Soil organic matter doubles the cat- ion exchange capacity of tropical soil under no-till farming in Brazil. Journal of the Science of Food and Agriculture, 98(9), 3595-3602. https:// doi. org/ 10. 1002/ jsfa. 8881 · DOI
- Rasmussen, C., Heckman, K., Wieder, W. R., Keiluweit, M., Lawrence, C. R., Berhe, A. A., Blankinship, J. C., Crow, S. E., Druhan, J. L., Hicks Pries, C. E., Marin-Spiotta, E., Plante, A. F., Schädel, C., Schimel, J. P., Sierra, C. A., Thompson, A., & Wagai, R. (2018). Beyond clay: Towards an improved set of variables for predicting soil organic matter content. Biogeochemistry, 137(3), 297-306. https:// doi. org/ 10. 1007/ s1053 3-018-0424-3 · DOI
- Rocci, K. S., Lavallee, J. M., Stewart, C. E., & Cotrufo, M. F. (2021). Soil organic carbon response to global environmental change depends on its distribution between mineral-associated and particulate or- ganic matter: A meta-analysis. Science of the Total Environment, 793, 148569. https:// doi. org/ 10. 1016/j. scito tenv. 2021. 148569 · DOI
- Rousk, J., Brookes, P. C., & Bååth, E. (2009). Contrasting soil pH effects on fungal and bacterial growth suggest functional redundancy in carbon mineralization. Applied and Environmental Microbiology, 75(6), 1589-1596. https:// doi. org/ 10. 1128/ AEM. 02775 -08 · DOI
- Rowley, M. C., Grand, S., Spangenberg, J. E., & Verrecchia, E. P. (2021). Evidence linking calcium to increased organo-mineral association in soils. Biogeochemistry, 153(3), 223-241. https:// doi. org/ 10. 1007/ s1053 3-021-00779 -7 · DOI
- Rumpel, C., Amiraslani, F., Koutika, L.-S., Smith, P., Whitehead, D., & Wollenberg, E. (2018). Put more carbon in soils to meet Paris cli- mate pledges. Nature, 564(7734), 32-34. https:// doi. org/ 10. 1038/ d4158 6-018-07587 -4 · DOI
- Running, S., Mu, Q., Zhao, M., & Moreno, A. (2021). MODIS/Terra net evapotranspiration gap-filled yearly L4 global 500m SIN grid V061. NASA EOSDIS Land Processes DAAC. https:// doi. org/ 10. 5067/ MODIS/ MOD16 A3GF. 061 · DOI
- Running, S., & Zhao, M. (2019). MOD17A3HGF MODIS/Terra net primary production gap-filled yearly L4 global 500 m SIN grid V006. NASA EOSDIS Land Processes DAAC. https:// doi. org/ 10. 5067/ MODIS/ MOD17 A3HGF. 006 · DOI
- Schimel, J. P. (2018). Life in dry soils: Effects of drought on soil microbial communities and processes. Annual Review of Ecology, Evolution, and Systematics, 49(1), 409-432. https:// doi. org/ 10. 1146/ annur ev- ecols ys-11061 7-062614 · DOI
- Shipley, B. (2016). Cause and correlation in biology: A user's guide to path analysis, structural equations and causal inference with R (2nd ed.). Cambridge University Press. https:// doi. org/ 10. 1017/ CBO97 81139 979573 · DOI
- Sokol, N. W., Whalen, E. D., Jilling, A., Kallenbach, C., Pett-Ridge, J., & Georgiou, K. (2022). Global distribution, formation and fate of mineral-associated soil organic matter under a changing climate: A trait-based perspective. Functional Ecology, 36(6), 1411-1429. https:// doi. org/ 10. 1111/ 1365-2435. 14040 · DOI
- Song, B., Niu, S., Li, L., Zhang, L., & Yu, G. (2014). Soil carbon fractions in grasslands respond differently to various levels of nitrogen enrichments. Plant and Soil, 384(1), 401-412. https:// doi. org/ 10. 1007/ s1110 4-014-2219-1 · DOI
- Sousa, R. F. D., Brasil, E. P. F., Figueiredo, C. C. D., & Leandro, W. M. (2015). Soil organic matter fractions in preserved and disturbed wetlands of the Cerrado biome. Revista Brasileira de Ciência Do Solo, 39(1), 222-231. https:// doi. org/ 10. 1590/ 01000 683rb cs201 50048 · DOI
- Thaysen, E. M., Reinsch, S., Larsen, K. S., & Ambus, P. (2017). Decrease in heathland soil labile organic carbon under future atmospheric and climatic conditions. Biogeochemistry, 133(1), 17-36. https:// doi. org/ 10. 1007/ s1053 3-017-0303-3 · DOI
- Todd-Brown, K. E. O., Abramoff, R. Z., Beem-Miller, J., Blair, H. K., Earl, S., Frederick, K. J., Fuka, D. R., Guevara Santamaria, M., Harden, J. W., Heckman, K., Heran, L. J., Holmquist, J. R., Hoyt, A. M., Klinges, D. H., LeBauer, D. S., Malhotra, A., McClelland, S. C., Nave, L. E., Rocci, K. S., … Younger, M. L. (2022). Reviews and syntheses: The promise of big diverse soil data, moving current practices towards future potential. Biogeosciences, 19(14), 3505-3522. https:// doi. org/ 10. 5194/ bg-19-3505-2022 · DOI
- Vermeulen, S., Bossio, D., Lehmann, J., Luu, P., Paustian, K., Webb, C., Augé, F., Bacudo, I., Baedeker, T., Havemann, T., Jones, C., King, R., Reddy, M., Sunga, I., Von Unger, M., & Warnken, M. (2019). A global agenda for collective action on soil carbon. Nature Sustainability, 2(1), 2-4. https:// doi. org/ 10. 1038/ s4189 3-018-0212-z · DOI
- von Lützow, M., Kögel-Knabner, I., Ekschmitt, K., Flessa, H., Guggenberger, G., Matzner, E., & Marschner, B. (2007). SOM frac- tionation methods: Relevance to functional pools and to stabiliza- tion mechanisms. Soil Biology and Biochemistry, 39(9), 2183-2207. https:// doi. org/ 10. 1016/j. soilb io. 2007. 03. 007 · DOI · Paper page
- Wiesmeier, M., Urbanski, L., Hobley, E., Lang, B., von Lützow, M., Marin- Spiotta, E., van Wesemael, B., Rabot, E., Ließ, M., Garcia-Franco, N., Wollschläger, U., Vogel, H.-J., & Kögel-Knabner, I. (2019). Soil or- ganic carbon storage as a key function of soils-A review of drivers and indicators at various scales. Geoderma, 333, 149-162. https:// doi. org/ 10. 1016/j. geode rma. 2018. 07. 026 · DOI
- Wu, J., Zhang, H., Pan, Y., Cheng, X., Zhang, K., & Liu, G. (2023). Particulate organic carbon is more sensitive to nitrogen addition than mineral- associated organic carbon: A meta-analysis. Soil and Tillage Research, 232, 105770. https:// doi. org/ 10. 1016/j. still. 2023. 105770 · DOI
- Xu, C., Guo, L., Ping, C.-L., & White, D. M. (2009). Chemical and isotopic characterization of size-fractionated organic matter from cryotur- bated tundra soils, northern Alaska. Journal of Geophysical Research: Biogeosciences, 114(G3), G03002. https:// doi. org/ 10. 1029/ 2008J G000846 · DOI
- Yu, W., Huang, W., Weintraub-Leff, S. R., & Hall, S. J. (2022). Where and why do particulate organic matter (POM) and mineral-associated organic matter (MAOM) differ among diverse soils? Soil Biology and Biochemistry, 172, 108756. https:// doi. org/ 10. 1016/j. soilb io. 2022. 108756 · DOI
- Zhang, Y., Lavallee, J. M., Robertson, A. D., Even, R., Ogle, S. M., Paustian, K., & Cotrufo, M. F. (2021). Simulating measurable ecosystem car- bon and nitrogen dynamics with the mechanistically defined MEMS 2.0 model. Biogeosciences, 18(10), 3147-3171. https:// doi. org/ 10. 5194/ bg-18-3147-2021 · DOI
- S O U R C E S Balabane, M., & Plante, A. F. (2004). Aggregation and carbon storage in silty soil using physical fractionation techniques. European Journal of Soil Science, 55(2), 415-427. https:// doi. org/ 10. 1111/j. 1351-0754. 2004. 0608. x · DOI
- Balesdent, J., Besnard, E., Arrouays, D., & Chenu, C. (1998). The dynamics of carbon in particle-size fractions of soil in a forest-cultivation sequence. Plant and Soil, 201(1), 49-57. https:// doi. org/ 10. 1023/A: 10043 37314970 · DOI
- Barthès, B. G., Kouakoua, E., Larré-Larrouy, M.-C., Razafimbelo, T. M., de Luca, E. F., Azontonde, A., Neves, C. S. V. J., de Freitas, P. L., & Feller, C. L. (2008). Texture and sesquioxide effects on water-stable aggregates and organic matter in some tropical soils. Geoderma, 143(1-2), 14-25. https:// doi. org/ 10. 1016/j. geode rma. 2007. 10. 003 · DOI
- Błońska, E., Lasota, J., Tullus, A., Lutter, R., & Ostonen, I. (2019). Impact of dead- wood decomposition on soil organic carbon sequestration in Estonian and Polish forests. Annals of Forest Science, 76(4), 102. https:// doi. org/ 10. 1007/ s1359 5-019-0889-9 · DOI
- Caravaca, F., Lax, A., & Albaladejo, J. (1999). Organic matter, nutrient contents and cat- ion exchange capacity in fine fractions from semiarid calcareous soils. Geoderma, 93(3-4), 161-176. https:// doi. org/ 10. 1016/ S0016 -7061(99) 00045 -2 · DOI
- Conen, F., Zimmermann, M., Leifeld, J., Seth, B., & Alewell, C. (2008). Relative stabil- ity of soil carbon revealed by shifts in δ 15 N and C:N ratio. Biogeosciences, 5(1), 123-128. https:// doi. org/ 10. 5194/ bg-5-123-2008 · DOI
- Cui, J., Li, Z., Liu, Z., Ge, B., Fang, C., Zhou, C., & Tang, B. (2014). Physical and chem- ical stabilization of soil organic carbon along a 500-year cultived soil chrono- sequence originating from estuarine wetlands: Temporal patterns and land use effects. Agriculture, Ecosystems & Environment, 196, 10-20. https:// doi. org/ 10. 1016/j. agee. 2014. 06. 013 · DOI
- Dietterich, L. H., Karpman, J., Neupane, A., Ciochina, M., & Cusack, D. F. (2021). Carbon content of soil fractions varies with season, rainfall, and soil fertility across a lowland tropical moist forest gradient. Biogeochemistry, 155(3), 431- 452. https:// doi. org/ 10. 1007/ s1053 3-021-00836 -1 · DOI · Paper page
- Doetterl, S., Stevens, A., Six, J., Merckx, R., Van Oost, K., Casanova Pinto, M., Casanova-Katny, A., Muñoz, C., Boudin, M., Zagal Venegas, E., & Boeckx, P. (2015). Soil carbon storage controlled by interactions between geochemis- try and climate. Nature Geoscience, 8(10), 780-783. https:// doi. org/ 10. 1038/ ngeo2516 · DOI
- Dutta, K., Schuur, E. A. G., Neff, J. C., & Zimov, S. A. (2006). Potential carbon release from permafrost soils of Northeastern Siberia. Global Change Biology, 12(12), 2336-2351. https:// doi. org/ 10. 1111/j. 1365-2486. 2006. 01259. x · DOI
- Feller, C., Albrecht, A., & Tessier, D. (1996). Aggregation and organic matter storage in kaolinitic and smectitic tropical soils. In M. R. Carter & B. A. Stewart (Eds.), Structure and organic matter storage in agricultural soils (1st ed., pp. 309-359). CRC Press. https:// doi. org/ 10. 1201/ 97810 03075 561-12 · DOI
- Georgiou, K., Jackson, R. B., Vindušková, O., Abramoff, R. Z., Ahlström, A., Feng, W., Harden, J. W., Pellegrini, A. F. A., Polley, H. W., Soong, J. L., Riley, W. J., & Torn, M. S. (2022). Global stocks and capacity of mineral-associated soil or- ganic carbon. Nature Communications, 13(1), 3797. https:// doi. org/ 10. 1038/ s4146 7-022-31540 -9 · DOI · Paper page
- Gong, W., Yan, X., Wang, J., Hu, T., & Gong, Y. (2009). Long-term manure and fertil- izer effects on soil organic matter fractions and microbes under a wheat-maize cropping system in northern China. Geoderma, 149(3-4), 318-324. https:// doi. org/ 10. 1016/j. geode rma. 2008. 12. 010 · DOI
- Guggenberger, G., Christensen, B. T., & Zech, W. (1994). Land-use effects on the composition of organic matter in particle-size separates of soil: I. Lignin and carbohydrate signature. European Journal of Soil Science, 45(4), 449-458. https:// doi. org/ 10. 1111/j. 1365-2389. 1994. tb005 30. x Guibert, H., Fallavier, P., & Roméro, J. (1999). Carbon content in soil particle size and consequence on cation exchange capacity of Alfisols. Communications in Soil Science and Plant Analysis, 30(17-18), 2521-2537. https:// doi. org/ 10. 1080/ 00103 62990 9370392 · DOI
- Gutiérrez del Arroyo, O., & Silver, W. L. (2018). Disentangling the long-term ef- fects of disturbance on soil biogeochemistry in a wet tropical forest eco- system. Global Change Biology, 24(4), 1673-1684. https:// doi. org/ 10. 1111/ gcb. 14027 · DOI
- Hall, S. J., Berhe, A. A., & Thompson, A. (2018). Order from disorder: Do soil organic matter composition and turnover co-vary with iron phase crys- tallinity? Biogeochemistry, 140(1), 93-110. https:// doi. org/ 10. 1007/ s1053 3-018-0 476-4 · DOI
- Hall, S. J., McNicol, G., Natake, T., & Silver, W. L. (2015). Large fluxes and rapid turnover of mineral-associated carbon across topographic gradients in a humid tropical forest: Insights from paired δ 13 C analysis. Biogeosciences, 12(8), 2471- 2487. https:// doi. org/ 10. 5194/ bg-12-2471-2015 · DOI
- Harden, J. W. (1987). Soils developed in granitic alluvium near Merced, California. USGPO. https:// doi. org/ 10. 3133/ b1590A · DOI
- Harden, J. W., Fries, T. L., & Pavich, M. J. (2002). Cycling of beryllium and carbon through hillslope soils in Iowa. Biogeochemistry, 60(3), 317-336. https:// doi. org/ 10. 1023/A: 10203 08729553 · DOI
- Hatton, P.-J., Kleber, M., Zeller, B., Moni, C., Plante, A. F., Townsend, K., Gelhaye, L., Lajtha, K., & Derrien, D. (2012). Transfer of litter-derived N to soil mineral-or- ganic associations: Evidence from decadal 15N tracer experiments. Organic Geochemistry, 42(12), 1489-1501. https:// doi. org/ 10. 1016/j. orgge ochem. 2011. 05. 002 · DOI
- Heckman, K., Lawrence, C. R., & Harden, J. W. (2018). A sequential selective dis- solution method to quantify storage and stability of organic carbon associated with Al and Fe hydroxide phases. Geoderma, 312, 24-35. https:// doi. org/ 10. 1016/j. geode rma. 2017. 09. 043 · DOI
- Herndon, E., AlBashaireh, A., Singer, D., Roy Chowdhury, T., Gu, B., & Graham, D. (2017). Influence of iron redox cycling on organo-mineral associations in Arctic tundra soil. Geochimica et Cosmochimica Acta, 207, 210-231. https:// doi. org/ 10. 1016/j. gca. 2017. 02. 034 · DOI
- Jindaluang, W., Kheoruenromne, I., Suddhiprakarn, A., Singh, B. P., & Singh, B. (2013). Influence of soil texture and mineralogy on organic matter content and composition in physically separated fractions soils of Thailand. Geoderma, 195-196, 207-219. https:// doi. org/ 10. 1016/j. geode rma. 2012. 12. 003 · DOI
- Keller, A. B., Borer, E. T., Collins, S. L., DeLancey, L. C., Fay, P. A., Hofmockel, K. S., Leakey, A. D. B., Mayes, M. A., Seabloom, E. W., Walter, C. A., Wang, Y., Zhao, Q., & Hobbie, S. E. (2022). Soil carbon stocks in temperate grasslands differ strongly across sites but are insensitive to decade-long fertilization. Global Change Biology, 28(4), 1659-1677. https:// doi. org/ 10. 1111/ gcb. 15988 · DOI
- Khomo, L., Trumbore, S., Bern, C. R., & Chadwick, O. A. (2017). Timescales of car- bon turnover in soils with mixed crystalline mineralogies. The Soil, 3(1), 17-30. https:// doi. org/ 10. 5194/ soil-3-17-2017 · DOI
- King, A. E., Amsili, J. P., Córdova, S. C., Culman, S., Fonte, S. J., Kotcon, J., Liebig, M., Masters, M. D., McVay, K., Olk, D. C., Schipanski, M., Schneider, S. K., Stewart, C. E., & Cotrufo, M. F. (2023). A soil matrix capacity index to predict mineral- associated but not particulate organic carbon across a range of climate and soil pH. Biogeochemistry, 165(1), 1-14. https:// doi. org/ 10. 1007/ s1053 3-023- 01066 -3 · DOI
- Kölbl, A., von Lützow, M., & Kögel-Knabner, I. (2006). Decomposition and distri- bution of 15N labelled mustard litter (Sinapis alba) in physical soil fractions of a cropland with high-and low-yield field areas. Soil Biology and Biochemistry, 38(11), 3292-3302. https:// doi. org/ 10. 1016/j. soilb io. 2006. 04. 010 · DOI
- Kong, A. Y. Y., Fonte, S. J., van Kessel, C., & Six, J. (2009). Transitioning from standard to minimum tillage: Trade-offs between soil organic matter stabilization, nitrous oxide emissions, and N availability in irrigated cropping systems. Soil and Tillage Research, 104(2), 256-262. https:// doi. org/ 10. 1016/j. still. 2009. 03. 004 · DOI
- Larré-Larrouy, M. C., Albrecht, A., Blanchart, E., Chevallier, T., & Feller, C. (2003). Carbon and monosaccharides of a tropical vertisol under pasture and market- gardening: Distribution in primary organomineral separates. Geoderma, 117(1- 2), 63-79. https:// doi. org/ 10. 1016/ S0016 -7061(03) 00135 -6 · DOI
- Lawrence, C. R., Beem-Miller, J., Hoyt, A. M., Monroe, G., Sierra, C. A., Stoner, S., Heckman, K., Blankinship, J. C., Crow, S. E., McNicol, G., Trumbore, S., Levine, P. A., Vindušková, O., Todd-Brown, K., Rasmussen, C., Hicks Pries, C. E., Schädel, C., McFarlane, K., Doetterl, S., … Wagai, R. (2020). An open-source database for the synthesis of soil radiocarbon data: International soil radiocarbon data- base (ISRaD) version 1.0. Earth System Science Data, 12(1), 61-76. https:// doi. org/ 10. 5194/ essd-12-61-2020 · DOI
- Li, Y., Xu, M., Zou, X., Shi, P., & Zhang, Y. (2005). Comparing soil organic carbon dy- namics in plantation and secondary forest in wet tropics in Puerto Rico. Global Change Biology, 11(2), 239-248. https:// doi. org/ 10. 1111/j. 1365-2486. 2005. 00896. x · DOI
- Liang, A., Yang, X., Zhang, X., McLaughlin, N., Shen, Y., & Li, W. (2009). Soil organic carbon changes in particle-size fractions following cultivation of Black soils in China. Soil and Tillage Research, 105(1), 21-26. https:// doi. org/ 10. 1016/j. still. 2009. 05. 002 · DOI
- Lugato, E., Lavallee, J. M., Haddix, M. L., Panagos, P., & Cotrufo, M. F. (2021). Different climate sensitivity of particulate and mineral-associated soil organic matter. Nature Geoscience, 14(5), 295-300. https:// doi. org/ 10. 1038/ s4156 1- 021-00744 -x · DOI
- Lybrand, R. A., Heckman, K., & Rasmussen, C. (2017). Soil organic carbon parti- tioning and Δ14C variation in desert and conifer ecosystems of southern Arizona. Biogeochemistry, 134(3), 261-277. https:// doi. org/ 10. 1007/ s1053 3-017-0360-7 · DOI
- Marín-Spiotta, E., Swanston, C. W., Torn, M. S., Silver, W. L., & Burton, S. D. (2008). Chemical and mineral control of soil carbon turnover in abandoned tropical pastures. Geoderma, 143(1-2), 49-62. https:// doi. org/ 10. 1016/j. geode rma. 2007. 10. 001 · DOI
- Mirabito, A. J., & Chambers, L. G. (2023). Quantifying mineral-associated organic matter in wetlands as an indicator of the degree of soil carbon protection. Geoderma, 430, 116327. https:// doi. org/ 10. 1016/j. geode rma. 2023. 116327 · DOI
- Mosier, S., Apfelbaum, S., Byck, P., Calderon, F., Teague, R., Thompson, R., & Cotrufo, M. F. (2021). Adaptive multi-paddock grazing enhances soil carbon and nitrogen stocks and stabilization through mineral association in south- eastern U.S. grazing lands. Journal of Environmental Management, 288, 112409. https:// doi. org/ 10. 1016/j. jenvm an. 2021. 112409 · DOI · Paper page
- Mosier, S., Paustian, K., Davies, C., Kane, M., & Cotrufo, M. F. (2019). Soil organic matter pools under management intensification of loblolly pine plantations. Forest Ecology and Management, 447, 60-66. https:// doi. org/ 10. 1016/j. foreco. 2019. 05. 056 · DOI
- Mujuru, L., Mureva, A., Velthorst, E. J., & Hoosbeek, M. R. (2013). Land use and management effects on soil organic matter fractions in Rhodic Ferralsols and Haplic Arenosols in Bindura and Shamva districts of Zimbabwe. Geoderma, 209-210, 262-272. https:// doi. org/ 10. 1016/j. geode rma. 2013. 06. 025 · DOI
- Nacro, H. B., Benest, D., & Abbadie, L. (1996). Distribution of microbial activities and organic matter according to particle size in a humid savanna soil (Lamto, Côte D'ivoire). Soil Biology and Biochemistry, 28(12), 1687-1697. https:// doi. org/ 10. 1016/ S0038 -0717(96) 00246 -5 · DOI
- Piñeiro, G., Paruelo, J. M., Jobbágy, E. G., Jackson, R. B., & Oesterheld, M. (2009). Grazing effects on belowground C and N stocks along a network of cat- tle exclosures in temperate and subtropical grasslands of South America. Global Biogeochemical Cycles, 23(2), GB2003. https:// doi. org/ 10. 1029/ 2007G B003168 · DOI
- Pold, G., Grandy, A. S., Melillo, J. M., & DeAngelis, K. M. (2017). Changes in substrate availability drive carbon cycle response to chronic warming. Soil Biology and Biochemistry, 110, 68-78. ht tps:// doi. org/ 10. 1016/j. soilb io. 2017. 03. 002 · DOI
- Rasmussen, C., Throckmorton, H., Liles, G., Heckman, K., Meding, S., & Horwath, W. (2018). Controls on soil organic carbon partitioning and stabilization in the California Sierra Nevada. Soil Systems, 2(3), 41. https:// doi. org/ 10. 3390/ soils ystem s2030041 Rasmussen, C., & White, D. A. (2010). Vegetation effects on soil organic carbon quality in an arid hyperthermic ecosystem. Soil Science, 175(9), 438-446. https:// doi. org/ 10. 1097/ SS. 0b013 e3181 f38400 · DOI
- Riggs, C. E., Hobbie, S. E., Bach, E. M., Hofmockel, K. S., & Kazanski, C. E. (2015). Nitrogen addition changes grassland soil organic matter decompo- sition. Biogeochemistry, 125(2), 203-219. https:// doi. org/ 10. 1007/ s1053 3-015-0123-2 · DOI
- Santos, R. S., Oliveira, F. C. C., Ferreira, G. W. D., Ferreira, M. A., Araújo, E. F., & Silva, I. R. (2020). Carbon and nitrogen dynamics in soil organic matter fractions following eucalypt afforestation in southern Brazilian grasslands (Pampas). Agriculture, Ecosystems & Environment, 301, 106979. https:// doi. org/ 10. 1016/j. agee. 2020. 106979 · DOI
- Santos, R. S., Wiesmeier, M., Oliveira, D. M. S., Locatelli, J. L., Barreto, M. S. C., Demattê, J. A. M., & Cerri, C. E. P. (2022). Conversion of Brazilian savannah to agricultural land affects quantity and quality of labile soil organic matter. Geoderma, 406, 115509. https:// doi. org/ 10. 1016/j. geode rma. 2021. 115509 · DOI
- Schmidt, M. W. I., & Kögel-Knabner, I. (2002). Organic matter in particle-size frac- tions from A and B horizons of a Haplic Alisol: Organic matter in particle-size fractions. European Journal of Soil Science, 53(3), 383-391. https:// doi. org/ 10. 1046/j. 1365-2389. 2002. 00460. x · DOI
- Schrumpf, M., Kaiser, K., Guggenberger, G., Persson, T., Kögel-Knabner, I., & Schulze, E.-D. (2013). Storage and stability of organic carbon in soils as related to depth, occlusion within aggregates, and attachment to minerals. Biogeosciences, 10(3), 1675-1691. https:// doi. org/ 10. 5194/ bg-10-1675-2013 · DOI · Paper page
- Schulten, H.-R., Leinweber, P., & Sorge, C. (1993). Composition of organic matter in particle-size fractions of an agricultural soil. Journal of Soil Science, 44(4), 677-691. https:// doi. org/ 10. 1111/j. 1365-2389. 1993. tb023 32. x Schuur, E. A. G., Chadwick, O. A., & Matson, P. A. (2001). Carbon cycling and soil carbon storage in Mesic to wet Hawaiiian montane forests. Ecology, 82(11), 3182-3196. https:// doi. org/ 10. 1890/ 0012-9658(2001) 082 · DOI
- 3182: CCASCS] 2.0. CO; 2 · DOI
- Sleutel, S., De Neve, S., Singier, B., & Hofman, G. (2006). Organic C levels in inten- sively managed arable soils-Long-term regional trends and characterization of fractions. Soil Use and Management, 22(2), 188-196. https:// doi. org/ 10. 1111/j. 1475-2743. 2006. 00019. x · DOI
- Sollins, P., Kramer, M. G., Swanston, C., Lajtha, K., Filley, T., Aufdenkampe, A. K., Wagai, R., & Bowden, R. D. (2009). Sequential density fractionation across soils of contrasting mineralogy: Evidence for both microbial-and mineral-controlled soil organic matter stabilization. Biogeochemistry, 96(1-3), 209-231. https:// doi. org/ 10. 1007/ s1053 3-009-9359-z · DOI
- Sollins, P., Swanston, C., Kleber, M., Filley, T., Kramer, M., Crow, S., Caldwell, B. A., Lajtha, K., & Bowden, R. (2006). Organic C and N stabilization in a forest soil: Evidence from sequential density fractionation. Soil Biology and Biochemistry, 38(11), 3313-3324. https:// doi. org/ 10. 1016/j. soilb io. 2006. 04. 014 · DOI
- Soong, J. L., Janssens, I. A., Grau, O., Margalef, O., Stahl, C., Van Langenhove, L., Urbina, I., Chave, J., Dourdain, A., Ferry, B., Freycon, V., Herault, B., Sardans, J., Peñuelas, J., & Verbruggen, E. (2020). Soil properties explain tree growth and mortality, but not biomass, across phosphorus-depleted tropical forests. Scientific Reports, 10(1), 2302. https:// doi. org/ 10. 1038/ s4159 8-020-58913 -8 · DOI
- Sousa, R. F. D., Brasil, E. P. F., Figueiredo, C. C. D., & Leandro, W. M. (2015). Soil organic matter fractions in preserved and disturbed wetlands of the cerrado biome. Revista Brasileira de Ciência Do Solo, 39(1), 222-231. https:// doi. org/ 10. 1590/ 01000 683rb cs201 50048 · DOI
- Steffens, M., Kölbl, A., & Kögel-Knabner, I. (2009). Alteration of soil organic matter pools and aggregation in semi-arid steppe topsoils as driven by organic mat- ter input. European Journal of Soil Science, 60(2), 198-212. https:// doi. org/ 10. 1111/j. 1365-2389. 2008. 01104. x · DOI
- Sun, R., Sun, B., Li, X., Wei, S., Zhao, M., Chu, X., Song, W., Yuan, J., & Han, G. (2023). Seven-year experimental warming decreases labile but not recalcitrant soil or- ganic carbon fractions in a coastal wetland. Journal of Soils and Sediments, 23(8), 3071-3081. https:// doi. org/ 10. 1007/ s1136 8-023-03536 -5 · DOI
- Tian, J., McCormack, L., Wang, J., Guo, D., Wang, Q., Zhang, X., Yu, G., Blagodatskaya, E., & Kuzyakov, Y. (2015). Linkages between the soil organic matter fractions and the microbial metabolic functional diversity within a broad-leaved Korean pine forest. European Journal of Soil Biology, 66, 57-64. https:// doi. org/ 10. 1016/j. ejsobi. 2014. 12. 001 · DOI
- Tian, Q., Wang, D., Li, D., Huang, L., Wang, M., Liao, C., & Liu, F. (2020). Variation of soil carbon accumulation across a topographic gradient in a humid subtropical mountain forest. Biogeochemistry, 149(3), 337-354. https:// doi. org/ 10. 1007/ s1053 3-020-00679 -2 · DOI
- Trumbore, S. E. (1993). Comparison of carbon dynamics in tropical and temper- ate soils using radiocarbon measurements. Global Biogeochemical Cycles, 7(2), 275-290. https:// doi. org/ 10. 1029/ 93GB0 0468 · DOI
- Verret, M., Wang, Y., Bjornson, J., & Lacelle, D. (2019). Hummocks in alpine tun- dra, northern British Columbia, Canada: Distribution, morphology and organic carbon composition. Arctic Science, 5(3), 127-147. https:// doi. org/ 10. 1139/ as-2018-0021 · DOI
- Wagai, R., Kajiura, M., Asano, M., & Hiradate, S. (2015). Nature of soil organo- mineral assemblage examined by sequential density fractionation with and without sonication: Is allophanic soil different? Geoderma, 241-242, 295-305. https:// doi. org/ 10. 1016/j. geode rma. 2014. 11. 028 · DOI
- Wang, Q., Zhang, P.-J., Liu, M., & Deng, Z.-W. (2014). Mineral-associated organic carbon and black carbon in restored wetlands. Soil Biology and Biochemistry, 75, 300-309. https:// doi. org/ 10. 1016/j. soilb io. 2014. 04. 025 · DOI
- Wood, S. A., Sokol, N., Bell, C. W., Bradford, M. A., Naeem, S., Wallenstein, M. D., & Palm, C. A. (2016). Opposing effects of different soil organic matter fractions on crop yields. Ecological Applications, 26(7), 2072-2085. https:// doi. org/ 10. 1890/ 16-0024. · DOI
- Xu, C., Guo, L., Dou, F., & Ping, C.-L. (2009). Potential DOC production from size- fractionated Arctic tundra soils. Cold Regions Science and Technology, 55(1), 141-150. https:// doi. org/ 10. 1016/j. coldr egions. 2008. 08. 001 · DOI
- Xu, C., Guo, L., Ping, C.-L., & White, D. M. (2009). Chemical and isotopic charac- terization of size-fractionated organic matter from cryoturbated tundra soils, northern Alaska. Journal of Geophysical Research: Biogeosciences, 114(G3), G03002. https:// doi. org/ 10. 1029/ 2008J G000846 · DOI
- Yang, W., Zhao, H., Leng, X., Cheng, X., & An, S. (2017). Soil organic carbon and ni- trogen dynamics following Spartina alterniflora invasion in a coastal wetland of eastern China. Catena, 156, 281-289. https:// doi. org/ 10. 1016/j. catena. 2017. 03. 021 · DOI
Cited by
Sorted by citations
Garcia, L., Stanley, P. L., Sacramento, J. P., Dillon, J. A., Thorbecke, M., Thompson, L. R., Ambike, V., Sharma, P., Xu, S., Chiavegato, M. B., et al. (2026) · Agricultural Systems · doi:10.1016/j.agsy.2026.104879 · Cited by 1 · see citing works
- Authors
- Hansen, P. M., Even, R., King, A. E., Lavallee, J., Schipanski, M., & Cotrufo, M. F.
- Affiliations
- Colorado State University (US)
- Environmental Defense Fund (US)
- Corresponding author
- Hansen, Paige M.
- ORCID
- Venue
- Global Change Biology
- Publisher
- Wiley
- Published
- 2023-12-25
- Volume
- 30
- Issue
- 1
- Pages
- e17080-e17080
- ISSN
- 1354-1013 (ISSN-L)
- 1365-2486
- OpenAlex
- W4390234049
- Cited by
- 150
- References
- 6
- Citations by year
- 2026: 60 · 2025: 61 · 2024: 29
- FWCI
- 22.35
- Type
- journal article
- Language
- en
- Open access
- bronze
- doi.org
- Locations
- Global Change Biology (publishedVersion)
- PubMed (publishedVersion)
- Funders
- National Science Foundation (2016003)
- Division of Environmental Biology (2016003)
- Topics
- Life Sciences › Agricultural and Biological Sciences › Soil Science › Soil Carbon and Nitrogen Dynamics
- Physical Sciences › Environmental Science › Environmental Engineering › Soil Geostatistics and Mapping
- Life Sciences › Agricultural and Biological Sciences › Soil Science › Soil erosion and sediment transport
- Keywords
- soil organic carbon, particulate organic carbon, mineral-associated organic carbon, mean annual temperature, soil pH, net primary productivity, soil moisture, soil texture, carbon stabilization, microbial decomposition, soil carbon fractions, soil pit
- MeSH terms
- Carbon, Minerals, Plants, Soil, Climate Change
About these checks
Registry, retraction, Cites and statistics results are computed, not judged, with one exception: a printed reference that no index lists is read once by a model before it counts as a citation error. Claims are extracted by a model and kept only when their quote appears verbatim in the text; each cited source is then checked, with a model’s help, for whether it says what the claim relies on. Those verdicts can be wrong — read the claim’s quote and the cited source before relying on one.
Statistics and arithmetic are recomputed, not judged.
Confidence bands are shown only for fields calibrated on our annotated test set. None is calibrated yet, so no band is shown.
What counts as a claim ›How we measure confidence ›How we check this ›
Are you an author, or do you see a problem with this page? Request a review