Soil fertility and forest structure influence tree carbon stock depending on mycorrhizal types in a temperate forest

Zhihui Wang , Lu Yang , Juan Wang , Xiuhai Zhao , Chunyu Zhang , Klaus von Gadow

Journal of Forestry Research ›› 2025, Vol. 36 ›› Issue (1) : 115

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Journal of Forestry Research ›› 2025, Vol. 36 ›› Issue (1) : 115 DOI: 10.1007/s11676-025-01908-w
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Soil fertility and forest structure influence tree carbon stock depending on mycorrhizal types in a temperate forest

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Abstract

Soil fertility and forest structure influence tree carbon stocks. However, it remains unclear how tree mycorrhizal types affect these relationships. This study addressed the question of how aboveground and belowground tree carbon stocks in soils with different mycorrhizal types are affected by soil fertility and forest structure. Tree demographic data were used from a 21.12-ha study area collected over a ten-year period (2009–2019), covering 43 species of woody plants and more than 50,000 individuals. Relationships between tree carbon stock, soil fertility and forest structure (stand density, diameter variation, species diversity and spatial distribution) were examined, as well as whether these relationships differed between arbuscular mycorrhiza and ectomycorrhizal mycorrhiza groups in a typical temperate conifer and broad-leaved mixed forest. We found that total tree carbon stock was positively impacted by variations in stand density and tree diameter but negatively influenced by soil fertility, tree species diversity and uniform angle index. Soil fertility promoted carbon stock of trees associated with arbuscular mycorrhiza (AM) but inhibited the carbon stock of trees with ectomycorrhizal mycorrhiza fungi (EcM). Carbon stock of AM trees was mainly influenced by soil fertility, while carbon stock of EcM trees was influenced by stand density. Our findings show that mycorrhizae types mediate the impact of stand structure and soil fertility on tree carbon stocks and provides new evidence on how forest tree carbon stocks may be enhanced based on the types of mycorrhizal associations. Tree species with different mycorrhizal types can be managed in different ways.

The online version is available at https://link.springer.com/.

Corresponding editor: Tao Xu.

The online version contains supplementary material available at https://doi.org/10.1007/s11676-025-01908-w.

Springer Nature or its licensor (e.g. a society or other partner) holds exclusive rights to this article under a publishing agreement with the author(s) or other rightsholder(s); author self-archiving of the accepted manuscript version of this article is solely governed by the terms of such publishing agreement and applicable law.

Keywords

Carbon stock / Forest structure / Soil fertility / Mycorrhizal type / Aboveground / Belowground

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Zhihui Wang, Lu Yang, Juan Wang, Xiuhai Zhao, Chunyu Zhang, Klaus von Gadow. Soil fertility and forest structure influence tree carbon stock depending on mycorrhizal types in a temperate forest. Journal of Forestry Research, 2025, 36(1): 115 DOI:10.1007/s11676-025-01908-w

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References

[1]

AbbasiUA, MattssonE, NissankaSP, AliA. Species α-diversity promotes but β-diversity restricts aboveground biomass in tropical forests, depending on stand structure and environmental factors. J For Res, 2023, 34(4): 889-901.

[2]

AliA. Forest stand structure and functioning: current knowledge and future challenges. Ecol Indic, 2019, 98: 665-677.

[3]

AliA, YanE-R, ChenHYH, ChangSX, ZhaoY-T, YangX-D, XuM-S. Stand structural diversity rather than species diversity enhancesaboveground carbon storage in secondary subtropical forests in eastern China. Biogeosciences, 2016, 13(16): 4627-4635.

[4]

AliA, YanER, ChangSX, ChengJY, LiuXY. Community-weighted mean of leaf traits and divergence of wood traits predict aboveground biomass in secondary subtropical forests. Sci Total Environ, 2017, 574: 654-662.

[5]

AliA, LinSL, HeJK, KongFM, YuJH, JiangHS. Climate and soils determine aboveground biomass indirectly via species diversity and stand structural complexity in tropical forests. For Ecol Manage, 2019, 432: 823-831.

[6]

Assmann E (1961) Forest yield science: biomass production, structure, growth and yield of forest stands. Munich: BLV

[7]

Bastin JF, Finegold Y, Garcia C, Mollicone D, Rezende M, Routh D, Zohner CM, Crowther TW (2019) The global tree restoration potential. Sci 365:76–79. https://doi.org/10.1126/science.aax0848

[8]

BaulTK, ChakrabortyA, NandiR, MohiuddinM, KilpeläinenA, SultanaT. Effects of tree species diversity and stand structure on carbon stocks of homestead forests in Maheshkhali Island Southern Bangladesh. Carbon Balance Manag, 2021, 16111.

[9]

BennettAE, ClassenAT. Climate change influences mycorrhizal fungal-plant interactions, but conclusions are limited by geographical study bias. Ecology, 2020, 1014. e02978

[10]

BlancL, EchardM, HeraultB, BonalD, MarconE, ChaveJ, BaralotoC. Dynamics of aboveground carbon stocks in a selectively logged tropical forest. Ecol Appl, 2009, 19(6): 1397-1404.

[11]

BonanGB. Forests and climate change: forcings, feedbacks, and the climate benefits of forests. Science, 2008, 320(5882): 1444-1449.

[12]

BonfanteP, GenreA. Mechanisms underlying beneficial plant-fungus interactions in mycorrhizal symbiosis. Nat Commun, 2010, 148.

[13]

BrownJH. Why are there so many species in the tropics?. J Biogeogr, 2014, 41(1): 8-22.

[14]

BrundrettMC. Mycorrhizal associations and other means of nutrition of vascular plants: understanding the global diversity of host plants by resolving conflicting information and developing reliable means of diagnosis. Plant Soil, 2009, 320(1): 37-77.

[15]

Chai Z (2016) forestSAS: an R package for forest spatial structure analysis systems. https://github.com/Zongzheng/forestSAS

[16]

ChenWL, KoideRT, EissenstatDM. Nutrient foraging by mycorrhizas: from species functional traits to ecosystem processes. Funct Ecol, 2018, 32(4): 858-869.

[17]

ChengL, ChenWL, AdamsTS, WeiX, LiL, McCormackML, DeForestJL, KoideRT, EissenstatDM. Mycorrhizal fungi and roots are complementary in foraging within nutrient patches. Ecology, 2016, 97(10): 2815-2823.

[18]

ComasLH, EissenstatDM. Patterns in root trait variation among 25 co-existing North American forest species. New Phytol, 2009, 182(4): 919-928.

[19]

ConditRTropical forest census plots, 1998, Berlin Heidelberg. Springer.

[20]

CorralesA, ManganSA, TurnerBL, DallingJW. An ectomycorrhizal nitrogen economy facilitates monodominance in a neotropical forest. Ecol Lett, 2016, 19(4): 383-392.

[21]

DengMF, HuSJ, GuoLL, JiangL, HuangYY, SchmidB, LiuC, ChangPF, LiS, LiuXJ, MaKP, LiuLL. Tree mycorrhizal association types control biodiversity-productivity relationship in a subtropical forest. Sci Adv, 2023, 93. eadd4468

[22]

DixonRK, SolomonAM, BrownS, HoughtonRA, TrexierMC, WisniewskiJ. Carbon pools and flux of global forest ecosystems. Science, 1994, 263(5144): 185-190.

[23]

EhrenfeldJG, RavitB, ElgersmaK. Feedback in the plant-soil system. Annu Rev Environ Resour, 2005, 30: 75-115.

[24]

FatunsinOE, StaudhammerC, HartJ, FergusonP. Disentangling the contributions of ecological conditions to biomass in longleaf pine forests. For Ecol Manage, 2024, 572. 122297

[25]

GadowKV, HuiG, AlbertM. The uniform angle index—a structural parameter for describing spatial distribution in forest stands. Cent J Entire For, 1998, 115: 1-10

[26]

GedrocJJ, McConnaughayKDM, ColenJS. Plasticity in root/shoot partitioning: optimal, ontogenetic, or both?. Funct Ecol, 1996, 10144.

[27]

GrimeJP. Benefits of plant diversity to ecosystems: immediate, filter and founder effects. J Ecol, 1998, 86(6): 902-910.

[28]

HakkenbergCR, PeetRK, WentworthTR, ZhuK, SchafaleMP. Tree canopy cover constrains the fertility–diversity relationship in plant communities of the southeastern United States. Ecology, 2020, 10110. e03119

[29]

HaoMH, ZhangCY, ZhaoXH, von GadowK. Functional and phylogenetic diversity determine woody productivity in a temperate forest. Ecol Evol, 2018, 8(5): 2395-2406.

[30]

HaoMH, MessierC, GengY, ZhangCY, ZhaoXH, von GadowK. Functional traits influence biomass and productivity through multiple mechanisms in a temperate secondary forest. Eur J For Res, 2020, 139(6): 959-968.

[31]

HeHJ, ZhangCY, ZhaoXH, FousseniF, WangJS, DaiHJ, YangS, ZuoQ. Allometric biomass equations for 12 tree species in coniferous and broadleaved mixed forests, Northeastern China. PLoS ONE, 2018, 131. e0186226

[32]

HoyleRHHandbook of structural equation modeling, 2012, New York. Guilford Press.

[33]

HuangYY, ChenYX, Castro-IzaguirreN, BaruffolM, BrezziM, LangA, LiY, HärdtleW, von OheimbG, YangXF, LiuXJ, PeiKQ, BothS, YangB, EichenbergD, AssmannT, BauhusJ, BehrensT, BuscotF, ChenXY, ChestersD, DingBY, DurkaW, ErfmeierA, FangJY, FischerM, GuoLD, GuoDL, GutknechtJLM, HeJS, HeCL, HectorA, HönigL, HuRY, KleinAM, KühnP, LiangY, LiS, MichalskiS, Scherer-LorenzenM, SchmidtK, ScholtenT, SchuldtA, ShiXZ, TanMZ, TangZY, TrogischS, WangZW, WelkE, WirthC, WubetT, XiangWH, YuMJ, YuXD, ZhangJY, ZhangSR, ZhangNL, ZhouHZ, ZhuCD, ZhuL, BruelheideH, MaKP, NiklausPA, SchmidB. Impacts of species richness on productivity in a large-scale subtropical forest experiment. Science, 2018, 362(6410): 80-83.

[34]

HuiGY, ZhangGG, ZhaoZH, YangAM. Methods of forest structure research: a review. Curr For Rep, 2019, 5(3): 142-154.

[35]

JevonFV, LangAK. Tree biomass allocation differs by mycorrhizal association. Ecology, 2022, 1036. e3688

[36]

JuckerT, SanchezAC, LindsellJA, AllenHD, AmableGS, CoomesDA. Drivers of aboveground wood production in a lowland tropical forest of West Africa: teasing apart the roles of tree density, tree diversity, soil phosphorus, and historical logging. Ecol Evol, 2016, 6(12): 4004-4017.

[37]

LindahlBD, TunlidA. Ectomycorrhizal fungi–potential organic matter decomposers, yet not saprotrophs. New Phytol, 2015, 205(4): 1443-1447.

[38]

LiuXB, BurslemDFRP, TaylorJD, TaylorAFS, KhooE, Majalap-LeeN, HelgasonT, JohnsonD. Partitioning of soil phosphorus among arbuscular and ectomycorrhizal trees in tropical and subtropical forests. Ecol Lett, 2018, 21(5): 713-723.

[39]

MaJH, ChenL, MiXC, RenHB, LiuXJ, WangYQ, WangF, YaoYJ, ZhangY, MaKP. The interactive effects of soil fertility and tree mycorrhizal association explain spatial variation of diversity–biomass relationships in a subtropical forest. J Ecol, 2023, 111(5): 1037-1049.

[40]

MalhiY. The productivity, metabolism and carbon cycle of tropical forest vegetation. J Ecol, 2012, 100(1): 65-75.

[41]

MaoZK, CorralesA, ZhuK, YuanZQ, LinF, YeJ, HaoZQ, WangXG. Tree mycorrhizal associations mediate soil fertility effects on forest community structure in a temperate forest. New Phytol, 2019, 223(1): 475-486.

[42]

McEwanRW, LinYC, SunIF, HsiehCF, SuSH, ChangLW, SongGM, WangHH, HwongJL, LinKC, YangKC, ChiangJM. Topographic and biotic regulation of aboveground carbon storage in subtropical broad-leaved forests of Taiwan. For Ecol Manage, 2011, 262(9): 1817-1825.

[43]

NguyenH, FirnJ, LambD, HerbohnJ. Wood density: a tool to find complementary species for the design of mixed species plantations. For Ecol Manage, 2014, 334: 106-113.

[44]

Padilla-MartínezJR, Corral-RivasJJ, Briseño-ReyesJ, PaulC, López-SerranoPM, v GadowK. Patterns of density and production in the community forests of the Sierra Madre Occidental Mexico. Forests, 2020, 113307.

[45]

PanYD, BirdseyRA, FangJY, HoughtonR, KauppiPE, KurzWA, PhillipsOL, ShvidenkoA, LewisSL, CanadellJG, CiaisP, JacksonRB, PacalaSW, David McGuireA, PiaoSL, RautiainenA, SitchS, HayesD. A large and persistent carbon sink in the world’s forests. Science, 2011, 333(6045): 988-993.

[46]

PhillipsRP, FaheyTJ. Tree species and mycorrhizal associations influence the magnitude of rhizosphere effects. Ecology, 2006, 87(5): 1302-1313.

[47]

PhillipsRP, BrzostekE, MidgleyMG. The mycorrhizal-associated nutrient economy: a new framework for predicting carbon-nutrient couplings in temperate forests. New Phytol, 2013, 199(1): 41-51.

[48]

PoorterL, van der SandeMT, AretsEJMM, AscarrunzN, EnquistBJ, FineganB, LiconaJC, Martínez-RamosM, MazzeiL, MeaveJA, MuñozR, NytchCJ, de OliveiraAA, Pérez-GarcíaEA, Prado-JuniorJ, Rodríguez-VelázquesJ, RuschelAR, Salgado-NegretB, SchiaviniI, SwensonNG, TenorioEA, ThompsonJ, ToledoM, UriarteM, van der HoutP, ZimmermanJK, Peña-ClarosM. Biodiversity and climate determine the functioning of Neotropical forests. Glob Ecol Biogeogr, 2017, 26(12): 1423-1434.

[49]

QiaoXT, HautierY, GengY, WangSP, WangJ, ZhangNL, ZhangZH, ZhangCY, ZhaoXH, von GadowK. Biodiversity contributes to stabilizing ecosystem productivity across spatial scales as much as environmental heterogeneity in a large temperate forest region. For Ecol Manag, 2023, 529. 120695

[50]

QinJH, GengY, LiXY, ZhangCY, ZhaoXH, von GadowK. Mycorrhizal type and soil pathogenic fungi mediate tree survival and density dependence in a temperate forest. For Ecol Manag, 2021, 496. 119459

[51]

QuesadaCA, PhillipsOL, SchwarzM, CzimczikCI, BakerTR, PatiñoS, FyllasNM, HodnettMG, HerreraR, AlmeidaS, Alvarez DávilaE, ArnethA, ArroyoL, ChaoKJ, DezzeoN, ErwinT, di FioreA, HiguchiN, Honorio CoronadoE, JimenezEM, KilleenT, LezamaAT, LloydG, López-GonzálezG, LuizãoFJ, MalhiY, MonteagudoA, NeillDA, Núñez VargasP, PaivaR, PeacockJ, PeñuelaMC, Peña CruzA, PitmanN, Priante FilhoN, PrietoA, RamírezH, RudasA, SalomãoR, SantosAJB, SchmerlerJ, SilvaN, SilveiraM, VásquezR, VieiraI, TerborghJ, LloydJ. Basin-wide variations in Amazon forest structure and function are mediated by both soils and climate. Biogeosciences, 2012, 9(6): 2203-2246.

[52]

RCoreTeam (2023) R Development Core Team. R: a language and environment for statistical computing. R Foundation for Statistical Computing, Vienna, Austria. https://www.R-project.org/

[53]

RoswellM, DushoffJ, WinfreeR. A conceptual guide to measuring species diversity. Oikos, 2021, 130(3): 321-338.

[54]

SchnitzerSA, KlironomosJN, HillerislambersJ, KinkelLL, ReichPB, XiaoK, RilligMC, SikesBA, CallawayRM, ManganSA, van NesEH, SchefferM. Soil microbes drive the classic plant diversity-productivity pattern. Ecology, 2011, 92(2): 296-303.

[55]

Soil Science Society of ChinaSoil agricultural chemical analysis procedure, 1999, Beijing China. Chinese Agricultural Science Press.

[56]

TerrerC, ViccaS, HungateBA, PhillipsRP, Colin PrenticeI. Mycorrhizal association as a primary control of the CO₂ fertilization effect. Science, 2016, 353(6294): 72-74.

[57]

TilmanD, KnopsJ, WedinD, ReichP, RitchieM, SiemannE. The influence of functional diversity and composition on ecosystem processes. Science, 1997, 277(5330): 1300-1302.

[58]

TobnerCM, PaquetteA, GravelD, ReichPB, WilliamsLJ, MessierC. Functional identity is the main driver of diversity effects in young tree communities. Ecol Lett, 2016, 19(6): 638-647.

[59]

UllahF, GilaniH, SanaeiA, HussainK, AliA. Stand structure determines aboveground biomass across temperate forest types and species mixture along a local-scale elevational gradient. For Ecol Manage, 2021, 486. 118984

[60]

UllahS, WuJP, Ali ShahJ, WangXM, LyuYM, GuoZW, AliK, ChenDY, SunH. Tree diversity drives understory carbon storage rather than overstory carbon storage across forest types. J For Res, 2024, 351125.

[61]

van der HeijdenMGA, BardgettRD, van StraalenNM. The unseen majority: soil microbes as drivers of plant diversity and productivity in terrestrial ecosystems. Ecol Lett, 2008, 11(3): 296-310.

[62]

van der SandeMT, Peña-ClarosM, AscarrunzN, AretsEJMM, LiconaJC, ToledoM, PoorterL. Abiotic and biotic drivers of biomass change in a neotropical forest. J Ecol, 2017, 105(5): 1223-1234.

[63]

VerheijenLM, AertsR, BrovkinV, Cavender-BaresJ, CornelissenJHC, KattgeJ, van BodegomPM. Inclusion of ecologically based trait variation in plant functional types reduces the projected land carbon sink in an earth system model. Glob Chang Biol, 2015, 21(8): 3074-3086.

[64]

WangWF, LeiXD, MaZH, KneeshawDD, PengCH. Positive relationship between aboveground carbon stocks and structural diversity in spruce-dominated forest stands in New Brunswick, Canada. For Sci, 2011, 57(6): 506-515.

[65]

WangJ, ChengYX, ZhangCY, ZhaoYZ, ZhaoXH, Von GadowK. Relationships between tree biomass productivity and local species diversity. Ecosphere, 2016, 711. e01562

[66]

WeinerJ, ThomasSC. Size variability and competition in plant monocultures. Oikos, 1986, 472211.

[67]

WurzburgerN, Jack BrookshireEN, Luke McCormackM, LankauRA. Mycorrhizal fungi as drivers and modulators of terrestrial ecosystem processes. New Phytol, 2017, 213(3): 996-999.

[68]

YanGY, BongersFJ, TrogischS, LiY, ChenGK, YanHR, DengXL, MaKP, LiuXJ. Climate and mycorrhizae mediate the relationship of tree species diversity and carbon stocks in subtropical forests. J Ecol, 2022, 110(10): 2462-2474.

[69]

YanGY, WangQG, HanSJ, GuoZL, YuJH, WangWJ, FanCN, CaoW, WangLH, XingYJ, ZhangZ. Beneficial effects of warming on temperate tree carbon storage depend on precipitation and mycorrhizal types. Sci Total Environ, 2022, 819. 153086

[70]

YuanZQ, WangSP, AliA, GazolA, Ruiz-BenitoP, WangXG, LinF, YeJ, HaoZQ, LoreauM. Aboveground carbon storage is driven by functional trait composition and stand structural attributes rather than biodiversity in temperate mixed forests recovering from disturbances. Ann For Sci, 2018, 753. 67

[71]

YueQM, HaoMH, LiXY, ZhangCY, von GadowK, ZhaoXH. Assessing biotic and abiotic effects on forest productivity in three temperate forests. Ecol Evol, 2020, 10(14): 7887-7900.

[72]

ZhangY, ChenHYH, ReichPB. Forest productivity increases with evenness, species richness and trait variation: a global meta-analysis. J Ecol, 2012, 100(3): 742-749.

[73]

ZhangCY, WeiYB, ZhaoXH, von GadowK. Spatial characteristics of tree diameter distributions in a temperate old-growth forest. PLoS ONE, 2013, 83. e58983

[74]

ZhangCY, ChengYX, HeHJ, GaoLS, LiangJJ, ZhaoXH. Structural drivers of biomass dynamics in two temperate forests in China. Ecosphere, 2017, 83. e01752

[75]

ZhaoZH, HuiGY, HuYB, WangHX, ZhangGQ, von GadowK. Testing the significance of different tree spatial distribution patterns based on the uniform angle index. Can J For Res, 2014, 44(11): 1419-1425.

[76]

ZhuK, McCormackML, LankauRA, EganJF, WurzburgerN. Association of ectomycorrhizal trees with high carbon-to-nitrogen ratio soils across temperate forests is driven by smaller nitrogen not larger carbon stocks. J Ecol, 2018, 106(2): 524-535.

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