Nanozeolite-coupled biochar-based phosphate fertilizer dampens warming-induced soil carbon loss by microbial functional constraints in Moso bamboo forests

Zhenhui Jiang , Caixian Tang , Yunying Fang , Tida Ge , Shuokang Liu , Yu Luo , Bing Yu , Yanjiang Cai , Jason C. White , Yongfu Li

Biochar ›› 2026, Vol. 8 ›› Issue (1) : 112

PDF
Biochar ›› 2026, Vol. 8 ›› Issue (1) :112 DOI: 10.1007/s42773-026-00620-0
Original Research
research-article
Nanozeolite-coupled biochar-based phosphate fertilizer dampens warming-induced soil carbon loss by microbial functional constraints in Moso bamboo forests
Author information +
History +
PDF

Abstract

Using nanozeolite-coupled biochar-based phosphate fertilizers (NanoBP) has been proposed as a promising strategy to improve phosphorus-use efficiency in intensive crop systems, yet the effects of NanoBP on soil organic carbon (SOC) mineralization and its temperature sensitivity (Q10) in forests remain poorly understood. In this 56-day incubation study, we examined how NanoBP and conventional chemical phosphorus fertilizer (CP), supplying comparable amounts of phosphorus, influenced SOC mineralization and its apparent Q10 in a Moso bamboo forest soil. Compared with the unfertilized control, CP application increased SOC-derived CO2 emissions but showed little effect on Q10. In contrast, NanoBP lowered SOC mineralization rates and Q10 across both active and slow carbon pools. Variations in Q10 were primarily driven by microbial enzyme activities and the abundance of cellulolytic functional genes. Despite higher soil microbial biomass and phosphorus availability, NanoBP suppressed β-glucosidase and cellobiohydrolase activities and reduced the abundance of GH48 and cbhI genes. These findings indicate that NanoBP may dampen the Q10 through constraining microbial functional traits. The study provides mechanistic insights into SOC mineralization responses under controlled conditions and may inform carbon management strategies in intensively managed bamboo forests, pending field-scale validation.

Graphical Abstract

Keywords

Biochar-based fertilizer / Enzymatic controls / Functional genes / Q10 / Slow carbon pool

Cite this article

Download citation ▾
Zhenhui Jiang, Caixian Tang, Yunying Fang, Tida Ge, Shuokang Liu, Yu Luo, Bing Yu, Yanjiang Cai, Jason C. White, Yongfu Li. Nanozeolite-coupled biochar-based phosphate fertilizer dampens warming-induced soil carbon loss by microbial functional constraints in Moso bamboo forests. Biochar, 2026, 8 (1) : 112 DOI:10.1007/s42773-026-00620-0

登录浏览全文

4963

注册一个新账户 忘记密码

References

[1]

Alef K, Nannipieri P. Methods in applied soil microbiology and biochemistry, 1995. London, Academic Press

[2]

Allison SD, Wallenstein MD, Bradford MA. Soil-carbon response to warming dependent on microbial physiology. Nat Geosci, 2010, 3: 336-340.

[3]

Alvarez G, Shahzad T, Andanson L, Bahn M, Wallenstein MD, Fontaine S. Catalytic power of enzymes decreases with temperature: new insights for understanding soil C cycling and microbial ecology under warming. Glob Chang Biol, 2018, 24: 4238-4250.

[4]

Bednik M, Medyńska-Juraszek A, Ćwieląg-Piasecka I, Dudek M. Enzyme activity and dissolved organic carbon content in soils amended with different types of biochar and exogenous organic matter. Sustainability, 2023, 15. ArticleID: 15396

[5]

Bosatta E, Ågren GI. Soil organic matter quality interpreted thermodynamically. Soil Biol Biochem, 1999, 31: 1889-1891.

[6]

Bray RH, Kurtz LT. Determination of total, organic, and available forms of phosphorus in soils. Soil Sci, 1945, 59: 39-46.

[7]

Chen K, Zhou H, Wu Y, Zhao Z, Li Y, Qiao L, Liu G, Xue S. Effects of long-term nitrogen and phosphorus fertilization on soil microbial, bacterial and fungal respiration and their temperature sensitivity on the Qinghai-Tibet Plateau. PeerJ, 2022, 10. ArticleID: e12851

[8]

Chen C, Pei J, Li B, Fang C, Nie M, Li J. Nutrient addition enhances the temperature sensitivity of soil carbon decomposition across forest ecosystems. Glob Chang Biol, 2024, 30. ArticleID: e17543

[9]

Conant RT, Ryan MG, Ågren GI, Birge HE, Davidson EA, Eliasson PE, Evans SE, Frey SD, Giardina CP, Hopkins FM, Hyvönen R, Kirschbaum MUF, Lavallee JM, Leifeld J, Parton WJ, Steinweg JM, Wallenstein MD, Wetterstedt JAM, Bradford MA. Temperature and soil organic matter decomposition rates: synthesis of current knowledge and a way forward. Glob Chang Biol, 2011, 17: 3392-3404.

[10]

Craine JM, Spurr R, McLauchlan K, Fierer N. Landscape-level variation in temperature sensitivity of soil organic carbon decomposition. Soil Biol Biochem, 2010, 42: 373-375.

[11]

Crowther TW, Todd-Brown KEO, Rowe CW, Wieder WR, Carey JC, Machmuller MB, Snoek BL, Fang S, Zhou G, Allison SD, Blair JM, Bridgham SD, Burton AJ, Carrillo Y, Reich PB, Clark JS, Classen AT, Dijkstra FA, Elberling B, Emmett BA, Estiarte M, Frey SD, Guo J, Harte J, Jiang L, Johnson BR, Kroel-Dulay G, Larsen KS, Laudon H, Lavallee JM, Luo Y, Lupascu M, Ma LN, Marhan S, Michelsen A, Mohan J, Niu S, Pendall E, Penuelas J, Pfeifer-Meister L, Poll C, Reinsch S, Reynolds LL, Schmidt IK, Sistla S, Sokol NW, Templer PH, Treseder KK, Welker JM, Bradford MA. Quantifying global soil carbon losses in response to warming. Nature, 2016, 540: 104-108.

[12]

Dong C, Cheng Y, Wu M, Wang Q, Zhang Y, White JC, Xiang H, Cai Y, Li Y, Yu B. Nanozeolite-coupled biochar-based controlled-release phosphorus fertilizer: performance, release mechanism, and techno-economic analysis. ACS Sustain Chem Eng, 2025, 13: 3785-3796.

[13]

Duan P, Wang C, Wanek W, Yang X, Hu P, Wang K, Li D. Soil microbial phosphorus limitation constrains carbon use efficiency in subtropical forests. Soil Biol Biochem, 2025, 210. ArticleID: 109937

[14]

Enebe MC, Ray RL, Griffin RW. The impacts of biochar on carbon sequestration, soil processes, and microbial communities: a review. Biochar, 2025, 7. ArticleID: 10

[15]

Fanin N, Mooshammer M, Sauvadet M, Meng C, Alvarez G, Bernard L, Bertrand I, Blagodatskaya E, Bon L, Fontaine S, Niu S, Lashermes G, Maxwell TL, Weintraub MN, Wingate L, Moorhead D, Nottingham AT. Soil enzymes in response to climate warming: mechanisms and feedbacks. Funct Ecol, 2022, 36: 1378-1395.

[16]

Feng S, Zhang P, Hu Y, Jin F, Liu Y, Cai S, Song Z, Zhang X, Nadezhda T, Guo Z, Lynch I, Dang X. Combined application of biochar and nano-zeolite enhanced cadmium immobilization and promote the growth of Pak Choi in cadmium contaminated soil. NanoImpact, 2022, 28. ArticleID: 100421

[17]

Frey SD, Lee J, Melillo JM, Six J. The temperature response of soil microbial efficiency and its feedback to climate. Nat Clim Change, 2013, 3: 395-398.

[18]

German DP, Weintraub MN, Grandy AS, Lauber C, Rinkes ZL, Allison SD. Optimization of hydrolytic and oxidative enzyme methods for ecosystem studies. Soil Biol Biochem, 2011, 43: 1387-1397.

[19]

German DP, Marcelo KRB, Stone MM, Allison SD. The Michaelis-Menten kinetics of soil extracellular enzymes in response to temperature: a cross-latitudinal study. Glob Chang Biol, 2012, 18: 1468-1479.

[20]

Gul J, Khan MNA, Sikander U, Khoja AH, Kah M, Naqvi SR. Machine learning optimization for algal biochar yield: integrating experimental validation and sensitivity analysis. Biochar, 2026, 8. ArticleID: 8

[21]

Han G, Asghar RMA, Khan AA, Chen Y, Wang J, Wei S, Liu C, Li Z, Wang Z, Huang D, Wei X, Cao W, Gao Y, Zhang D. Enhance soil phosphorus availability via the growth and decomposition of green manure crops in drylands. Soil Tillage Res, 2026, 257. ArticleID: 106919

[22]

Hedges LV, Gurevitch J, Curtis PS (1999) The meta-analysis of response ratios in experimental ecology. Ecology 80:1150–1156. https://doi.org/10.1890/0012-9658(1999)080[1150:TMAORR]2.0.CO;2

[23]

IPCC (2021) Climate change 2021: the physical science basis. Contribution of Working Group I to the Sixth Assessment Report of the Intergovernmental Panel on Climate Change. Cambridge University Press Cambridge UK and New York NY USA. https://doi.org/10.1017/9781009157896

[24]

Islam MU, Ibrahim MM, Liu Y, Jiang F, Islam MM, Halder M, Hou E. Phosphorus fertilization is essential for sustaining crop yields on converted natural ecosystems: a global meta-analysis. Soil Tillage Res, 2025, 254. ArticleID: 106756

[25]

Jiang Z, Vancov T, Fang Y, Tang C, Zhang W, Xiao M, Song X, Zhou J, Ge T, Cai Y, Yu B, White JC, Li Y. Sustained superiority of biochar over straw for enhancing soil biological phosphorus via the mediation of phoD-harboring bacteria in subtropical Moso bamboo forests. For Ecol Manage, 2025, 584. ArticleID: 122606

[26]

Jiang Z, Tang C, Liu S, Fang Y, Zhou J, Xiao M, Luo Y, Ge T, Cai Y, Yu B, White JC, Li Y. Nano-zeolite-coupled biochar-based phosphate fertilizer suppresses the priming effect and promotes soil carbon stability in subtropical bamboo plantations. Ind Crops Prod, 2026, 240. ArticleID: 122720

[27]

Jiang Z, Zhang S, Tang C, Xiao M, Zhou J, Luo Y, Ge T, Yu B, White JC, Li Y. Divergent effects of straw and biochar on soil carbon priming are depth-dependent in subtropical Moso bamboo forests. Biol Fertil Soils, 2026, 62: 349-365.

[28]

Joergensen RG. The fumigation-extraction method to estimate soil microbial biomass: calibration of the kEC value. Soil Biol Biochem, 1996, 28: 25-31.

[29]

Knorr W, Prentice IC, House JI, Holland EA. Long-term sensitivity of soil carbon turnover to warming. Nature, 2005, 433: 298-301.

[30]

Li D, Schädel C, Haddix ML, Paul EA, Conant R, Li J, Zhou J, Luo Y. Differential responses of soil organic carbon fractions to warming: results from an analysis with data assimilation. Soil Biol Biochem, 2013, 67: 24-30.

[31]

Li Y, Li Y, Chang SX, Xu Q, Guo Z, Gao Q, Qin Z, Yang Y, Chen J, Liang X. Bamboo invasion of broadleaf forests altered soil fungal community closely linked to changes in soil organic C chemical composition and mineral N production. Plant Soil, 2017, 418: 507-521.

[32]

Li J, Liu Z, Jin M, Zhang W, Lambers H, Hui D, Liang C, Zhang J, Wu D, Sardans J, Peñuelas J, Petticord D, Frey D, Zhu Y. Microbial controls over soil priming effects under chronic nitrogen and phosphorus additions in subtropical forests. ISME J, 2023, 17: 2160-2168.

[33]

Li M, Zhao X, Cheng Y, Wu M, Dong C, Xiang H, Li Y, Cai Y, Zhuang Z, Yu B. Zinc oxide nanoparticles coupled biochar-based slow-release fertilizer for enhanced nutrient efficiency and sustainable agriculture. Ind Crops Prod, 2025, 232. ArticleID: 121265

[34]

Liang J, Li D, Shi Z, Tiedje JM, Zhou J, Schuur EAG, Konstantinidis KT, Luo Y. Methods for estimating temperature sensitivity of soil organic matter based on incubation data: a comparative evaluation. Soil Biol Biochem, 2015, 80: 127-135.

[35]

Liu X, Li Z, Reich PB, Zhou G, Yan J, Huang W, Wang Y, Peñuelas J, Tissue DT, Zhao M, Wu T, Wu D, Xu W, Li Y, Tang X, Zhou S, Meng Z, Liu S, Chu G, Zhang D, Zhang Q, He X, Liu J. Long-term warming increased carbon sequestration capacity in a humid subtropical forest. Glob Chang Biol, 2023, 30. ArticleID: e17072

[36]

Liu Y, Wang H, Schindlbacher A, Liu S, Yang Y, Tian H, Chen L, Ming A, Wang J, Li J, Tian Z. Soil respiration related to the molecular composition of soil organic matter in subtropical and temperate forests under soil warming. Soil Biol Biochem, 2025, 201. ArticleID: 109661

[37]

Malik AA, Puissant J, Buckeridge KM, Goodall T, Jehmlich N, Chowdhury S, Gweon HS, Peyton JM, Mason KE, van Agtmaal M, Blaud A, Clark IM, Whitaker J, Pywell RF, Ostle N, Gleixner G, Griffiths RI. Land use driven change in soil pH affects microbial carbon cycling processes. Nat Commun, 2018, 9. ArticleID: 3591

[38]

Miranda-Trevino JC, Coles CA. Kaolinite properties, structure and influence of metal retention on pH. Appl Clay Sci, 2003, 23: 133-139.

[39]

Moinet GYK, Hunt JE, Kirschbaum MUF, Morcom CP, Midwood AJ, Millard P. The temperature sensitivity of soil organic matter decomposition is constrained by microbial access to substrates. Soil Biol Biochem, 2018, 116: 333-339.

[40]

Nottingham AT, Turner BL, Stott AW, Tanner EVJ. Nitrogen and phosphorus constrain labile and stable carbon turnover in lowland tropical forest soils. Soil Biol Biochem, 2015, 80: 26-33.

[41]

Qin S, Li C, Fang K, Zhang Q, Wang J, Liu F, Yu J, Yang Y. Temperature sensitivity of SOM decomposition governed by aggregate protection and microbial communities. Sci Adv, 2019, 5. ArticleID: aau1218

[42]

Raut SS, Sharma A, Mishra A. Nano-bioremediation via biochar, zeolite nanocomposites for water quality enhancement: a review. Water Environ Res, 2025, 97. ArticleID: e70151

[43]

Sáez-Sandino T, Maestre FT, Berdugo M, Gallardo A, Plaza C, García-Palacios P, Guirado E, Zhou G, Mueller CW, Tedersoo L, Crowther TW, Delgado-Baquerizo M. Increasing numbers of global change stressors reduce soil carbon worldwide. Nat Clim Chang, 2024, 14: 740-745.

[44]

Shahjahan M, Iqbal Y, Javed S, Chatha SA, Tahir T, Shahzad K, Salman T, Qamar MA, Ullah S. Zeolite-based biopolymer composites: innovations, applications, and future directions in biomedical engineering. Rev Inorg Chem, 2025.

[45]

Shi J, Gong J, Li X, Zhang Z, Zhang W, Li Y, Song L, Zhang S, Dong J, Baoyin TT. Phosphorus application promoted the sequestration of orthophosphate within soil microorganisms and regulated the soil solution P supply in a temperate grassland in northern China: a 31P NMR study. Soil Tillage Res, 2023, 227. ArticleID: 105612

[46]

Solangi F, Zhu X, Khan S, Rais N, Majeed A, Sabir MA, Iqbal R, Ali S, Hafeez A, Ali B, Ercisli S, Kayabasi ET. The global dilemma of soil legacy phosphorus and its improvement strategies under recent changes in agro-ecosystem sustainability. ACS Omega, 2023, 8: 23271-23282.

[47]

Song X, Peng C, Zhou G, Jiang H, Wang W, Xiang W. Climate warming-induced upward shift of Moso bamboo population on Tianmu Mountain China. J Mt Sci, 2013, 10: 363-369.

[48]

Song X, Peng C, Zhou G, Gu H, Li Q, Zhang C. Dynamic allocation and transfer of non-structural carbohydrates, a possible mechanism for the explosive growth of Moso bamboo (Phyllostachys heterocycla).. Sci Rep, 2017, 6. ArticleID: 25908

[49]

Song Y, Lin W, Gustave W, Zhang Y, Feng D, Zhang X, He F. The promises and risks of carbon-based nanomaterials: a critical review on their roles in soil health and ecosystem safety. Environ Geochem Health, 2026, 48: 176.

[50]

Sun Q, Wang R, Wang Y, Du L, Zhao M, Gao X, Hu Y, Guo S. Temperature sensitivity of soil respiration to nitrogen and phosphorus fertilization: does soil initial fertility matter?. Geoderma, 2018, 325: 172-182.

[51]

Tabatabai MA, Bremner JM. Use of p-nitrophenyl phosphate for assay of soil phosphatase activity. Soil Biol Biochem, 1969, 1: 301-307.

[52]

Vance ED, Brookes PC, Jenkinson DS. An extraction method for measuring soil microbial biomass C.. Soil Biol Biochem, 1987, 19: 703-707.

[53]

von Lützow M, Kögel-Knabner I, Ekschmitt K, Flessa H, Guggenberger G, Matzner E, Marschner B. SOM fractionation methods: relevance to functional pools and to stabilization mechanisms. Soil Biol Biochem, 2007, 39: 2183-2207.

[54]

Whalen ED, Grandy AS, Geyer KM, Morrison EW, Frey SD. Microbial trait multifunctionality drives soil organic matter formation potential. Nat Commun, 2024, 15. ArticleID: 10209

[55]

Wu M, Lu J, Zhang Y, Ling Z, Lu R, Zhu J, Li Y, Cai Y, Xiang H, Zhang Z, Yu B. Chitosan hydrogel membrane embedded by metal-modified biochars for slow-release fertilizers. Int J Biol Macromol, 2025, 306. ArticleID: 141296

[56]

Wu R, Zhang Z, Li G, Wang X, Fang Y, Kuyakov Y, Xu X, Chen J, Ge T, Zhu Z. Frequency and C:N:P stoichiometry of organic inputs determines intensity of net C balance in paddy soils. Soil Biol Biochem, 2026, 214. ArticleID: 110051

[57]

Xiao M, Tang C, Jiang Z, Zhou J, Luo Y, Ge T, Pan L, Yu B, Cai Y, White JC, Li Y. Opposing effects of maize straw and its biochar on soil N2O emissions by mediating microbial nitrification and denitrification in a subtropical Moso bamboo forest. Biochar, 2026, 8: 50.

[58]

Yuan Y, Liang Y, Cai H, Yuan J, Li C, Liu H, Zhang C, Wang L, Zhang J. Soil organic carbon accumulation mechanisms in soil amended with straw and biochar: entombing effect or biochemical protection?. Biochar, 2025, 7: 33.

[59]

Zang H, Blagodatskaya E, Wen Y, Shi L, Cheng F, Chen H, Zhao B, Zhang F, Fan M, Kuzyakov Y. Temperature sensitivity of soil organic matter mineralization decreases with long-term N fertilization: evidence from four Q10 estimation approaches. Land Degrad Dev, 2020, 31: 683-693.

[60]

Zhang L, Chang L, Liu H, Puy Alquiza MJ, Li Y. Biochar application to soils can regulate soil phosphorus availability: a review. Biochar, 2025, 7. ArticleID: 13

[61]

Zhou J, Tang C, Kuzyakov Y, Vancov T, Fang Y, Song X, Zhou X, Jiang Z, Ge T, Xu L, Cai Y, Yu B, White J, Gu B, Chen X, Ciais P, Li Y. Biochar-based urea increases soil methane uptake in a subtropical forest. Geoderma, 2024, 449. ArticleID: 116994

[62]

Zhou J, Delgado-Baquerizo M, Vancov T, Liu Y, Zhou X, Chen J, Fang Y, Liu S, Yu B, Zhou G, Gu B, White J, Chen X, Li Y. Biochar mitigates nitrogen deposition-induced enhancement of soil N 2 O emissions in a subtropical forest. Biol Fertil Soils, 2026, 62: 291-305.

[63]

Zhou J, Tang C, Vancov T, Fu S, Fang Y, Ge T, Dong Y, Luo Y, Yu B, Cai Y, White J, Li Y. Biochar mitigates the suppressive effects of nitrogen deposition on soil methane uptake in a subtropical forest. Agric Ecosyst Environ, 2026, 395. ArticleID: 109951

[64]

Zhu Z, Fang Y, Liang Y, Li Y, Liu S, Li Y, Li B, Gao W, Yuan H, Kuzyakov Y, Wu J, Richter A, Ge T. Stoichiometric regulation of priming effects and soil carbon balance by microbial life strategies. Soil Biol Biochem, 2022, 169. ArticleID: 108669

Funding

National Key Research and Development Program of China(2022YFE0127800)

National Natural Science Foundation of China(32271845)

RIGHTS & PERMISSIONS

The Author(s)

PDF

0

Accesses

0

Citation

Detail

Sections
Recommended

/