Cited by 150Soil Carbon and Nitrogen DynamicsSoil Geostatistics and MappingSoil erosion and sediment transport

Distinct, direct and climate-mediated environmental controls on global particulate and mineral-associated organic carbon storage

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Hansen, Paige M., Even, Rebecca, King, Alison E., Lavallee, Jocelyn, Schipanski, Meagan, Cotrufo, M. Francesca·2024·Global Change Biology

Abstract

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.

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  1. 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
  2. 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
  3. 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
  4. 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
  5. 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
  6. 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
  7. 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
  8. 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
  9. 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
  10. 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
  11. 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
  12. 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
  13. 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
  14. 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
  15. 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
  16. 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
  17. 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
  18. 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
  19. 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
  20. 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
  21. 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
  22. 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
  23. 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
  24. 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
  25. 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
  26. 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
  27. 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
  28. 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
  29. 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
  30. 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
  31. 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
  32. 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
  33. 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
  34. 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
  35. 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
  36. 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
  37. 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
  38. 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
  39. 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
  40. 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
  41. 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
  42. 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
  43. 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
  44. 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
  45. 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
  46. 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
  47. 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
  48. 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.
  49. 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
  50. 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
  51. 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
  52. 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
  53. 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
  54. Mao, H., Cotrufo, M. F., Hart, S. C., Sullivan, B. W., Zhu, X., Zhang, J., Liang, C., & Zhu, M. (In review). Soil Biology & Biochemistry.
  55. 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
  56. 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
  57. 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
  58. 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
  59. 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
  60. 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
  61. 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
  62. 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
  63. 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
  64. 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
  65. 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
  66. 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
  67. 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
  68. 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
  69. 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
  70. 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
  71. 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
  72. 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
  73. 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
  74. 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
  75. 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
  76. 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
  77. 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
  78. 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
  79. 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
  80. 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
  81. 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
  82. 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
  83. 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
  84. 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
  85. 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
  86. 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
  87. 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
  88. 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
  89. 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
  90. 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
  91. 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
  92. 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
  93. 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
  94. 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
  95. 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
  96. 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
  97. 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
  98. 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
  99. 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
  100. 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
  101. Harden, J. W. (1987). Soils developed in granitic alluvium near Merced, California. USGPO. https:// doi. org/ 10. 3133/ b1590A · DOI
  102. 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
  103. 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
  104. 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
  105. 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
  106. 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
  107. 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
  108. 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
  109. 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
  110. 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
  111. 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
  112. 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
  113. 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
  114. 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
  115. 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
  116. 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
  117. 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
  118. 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
  119. 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
  120. 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
  121. 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
  122. 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
  123. 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
  124. 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
  125. 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
  126. 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
  127. 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
  128. 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
  129. 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
  130. 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
  131. 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
  132. 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
  133. 3182: CCASCS] 2.0. CO; 2 · DOI
  134. 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
  135. 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
  136. 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
  137. 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
  138. 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
  139. 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
  140. 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
  141. 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
  142. 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
  143. 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
  144. 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
  145. 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
  146. 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
  147. 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
  148. 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
  149. 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
  150. 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

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.
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
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

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