Spatial scale effects of interacting abiotic and biotic factors on aboveground carbon storage in a subtropical evergreen broadleaf forest in southern China

Lin Li , Jiarun Liu , Zhifeng Wen , Xiaoxue Chu , Shiguang Wei , Juyu Lian

Journal of Forestry Research ›› 2025, Vol. 36 ›› Issue (1) : 10

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Journal of Forestry Research ›› 2025, Vol. 36 ›› Issue (1) :10 DOI: 10.1007/s11676-024-01804-9
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Spatial scale effects of interacting abiotic and biotic factors on aboveground carbon storage in a subtropical evergreen broadleaf forest in southern China

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Abstract

Most research on carbon storage in forests has focused on qualitative studies of carbon storage and influencing factors rather than on quantifying the effect of the spatial distribution of carbon storage and of its influencing factors at different scales. Here we described the spatial distribution of aboveground carbon storage (ACS) in a 20-ha plot in a subtropical evergreen broad-leaved forest to evaluate and quantify the relative effects of biotic factors (species diversity and structural diversity) and abiotic factors (soil and topographic factors) on ACS at different scales. Scale effects of the spatial distribution of ACS were significant, with higher variability at smaller scales, but less at larger scales. The distribution was also spatially heterogeneous, with more carbon storage on north- and east-facing slopes than on south- and west-facing slopes. At a smaller scale, species diversity and structural diversity each had a direct positive impact on ACS, but soil factors had no significant direct impact. At increasing scales, topographic and soil factors gradually had a greater direct influence, whereas the influence of species diversity gradually decreased. Structural diversity had the greatest impact, followed by topographic factors and soil factors, while species diversity had a relatively smaller impact. These findings suggest studies on ACS in subtropical evergreen broadleaf forests in southern China should consider scale effects, specifically on the heterogeneity of ACS distribution at small scales. Studies and conservation efforts need to focus on smaller habitat types with particular emphasis on habitat factors such as aspect and soil conditions, which have significant influences on community species diversity, structural diversity, and ACS distribution.

Keywords

Aboveground carbon storage (ACS) / Scale / Diversity / Soil factors / Topographical factors

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Lin Li, Jiarun Liu, Zhifeng Wen, Xiaoxue Chu, Shiguang Wei, Juyu Lian. Spatial scale effects of interacting abiotic and biotic factors on aboveground carbon storage in a subtropical evergreen broadleaf forest in southern China. Journal of Forestry Research, 2025, 36(1): 10 DOI:10.1007/s11676-024-01804-9

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References

[1]

Ali A, Mattsson E. Disentangling the effects of species diversity, and intraspecific and interspecific tree size variation on aboveground biomass in dry zone homegarden agroforestry systems. Sci Total Environ, 2017, 598: 38-48

[2]

Ali A, Yan ER, Chen HYH, Chang SX, Zhao YT, Yang XD, Xu MS. Stand structural diversity rather than species diversity enhances aboveground carbon storage in secondary subtropical forests in Eastern China. Biogeosciences, 2016, 13(16): 4627-4635

[3]

Becknell JM, Powers JS. Stand age and soils as drivers of plant functional traits and aboveground biomass in secondary tropical dry forest. Can J for Res, 2014, 44(6): 604-613

[4]

Chave J, Andalo C, Brown S, Cairns MA, Chambers JQ, Eamus D, Fölster H, Fromard F, Higuchi N, Kira T, Lescure JP, Nelson BW, Ogawa H, Puig H, Riéra B, Yamakura T. Tree allometry and improved estimation of carbon stocks and balance in tropical forests. Oecologia, 2005, 145(1): 87-99

[5]

Chen LC, Guan X, Li HM, Wang QK, Zhang WD, Yang QP, Wang SL. Spatiotemporal patterns of carbon storage in forest ecosystems in Hunan Province, China. For Ecol Manag, 2019, 432: 656-666

[6]

Condit R, Engelbrecht BM, Pino D, Pérez R, Turner BL. Species distributions in response to individual soil nutrients and seasonal drought across a community of tropical trees. Proc Natl Acad Sci USA, 2013, 110(13): 5064-5068

[7]

Fang J, Chen A, Peng C, Zhao S, Ci L. Changes in forest biomass carbon storage in China between 1949 and 1998. Science, 2001, 292(5525): 2320-2322

[8]

Fotis AT, Murphy SJ, Ricart RD, Krishnadas M, Whitacre J, Wenzel JW, Queenborough SA, Comita LS. Above-ground biomass is driven by mass-ratio effects and stand structural attributes in a temperate deciduous forest. J Ecol, 2018, 106(2): 561-570

[9]

Grace JB, Anderson TM, Seabloom EW, Borer ET, Adler PB, Harpole WS, Hautier Y, Hillebrand H, Lind EM, Pärtel M, Bakker JD, Buckley YM, Crawley MJ, Damschen EI, Davies KF, Fay PA, Firn J, Gruner DS, Hector A, Knops JMH, MacDougall AS, Melbourne BA, Morgan JW, Orrock JL, Prober SM, Smith MD. Integrative modelling reveals mechanisms linking productivity and plant species richness. Nature, 2016, 529: 390-393

[10]

Gui XJ, Lian JY, Zhang RY, Li YP, Shen H, Ni YL, Ye WH. Vertical structure and its biodiversity in a subtropical evergreen broad-leaved forest at Dinghushan in Guangdong Province. China. Biodivers Sci, 2019, 27(6): 619-629 in Chinese)

[11]

Guo QF, Berry WL. Species richness and biomass: dissection of the hump-shaped relationships. Ecology, 1998, 79(7): 2555

[12]

Hardiman BS, Bohrer G, Gough CM, Vogel CS, Curtisi PS. The role of canopy structural complexity in wood net primary production of a maturing northern deciduous forest. Ecology, 2011, 92(91818-1827

[13]

Harms KE, Condit R, Hubbell SP, Foster RB. Habitat associations of trees and shrubs in a 50-ha neotropical forest plot. J Ecol, 2001, 89(6): 947-959

[14]

Huang XT, Yao BQ, Liu X, Chen CB. Temporal and spatial dynamics of carbon storage in Qinghai grasslands. Agronomy, 2022, 12(5): 1201

[15]

Kindermann G, McCallum I, Fritz S, Obersteiner M. A global forest growing stock, biomass and carbon map based on FAO statistics. Silva Fenn, 2008, 42(3387-396

[16]

Koo KA, Park SU. A review of ecological niche theory from the early 1900s to the present. Korean J Environ Ecol, 2021, 35(4): 316-335

[17]

Lan TY, Gu JC, Wen ZH. Spatial distribution characteristics of carbon storage density in typical mixed fir and broadleaf forests. Energy Rep, 2021, 7: 7315-7322

[18]

Li L, Huang ZL, Ye WH, Cao HL, Wei SG, Wang ZG, Lian JY, Sun IF, Ma KP, He FL. Spatial distributions of tree species in a subtropical forest of China. Oikos, 2009, 118(4): 495-502

[19]

Li SB, Chen PH, Huang JS, Hsueh ML, Hsieh LY, Lee CL, Lin HJ. Factors regulating carbon sinks in mangrove ecosystems. Glob Chang Biol, 2018, 24(9): 4195-4210

[20]

Li Y, Bao WK, Bongers F, Chen B, Chen GK, Guo K, Jiang MX, Lai JS, Lin DM, Liu CJ, Liu XJ, Liu Y, Mi XC, Tian XJ, Wang XH, Xu WB, Yan JH, Yang B, Zheng YR, Ma KP. Drivers of tree carbon storage in subtropical forests. Sci Total Environ, 2019, 654: 684-693

[21]

Li L, Wei SG, Lian JY, Cao HL. Distributional regularity of species diversity in plant community at different latitudes in subtropics. Acta Ecol Sin, 2020, 40(4): 1249-1257 in Chinese)

[22]

Li W, Huang M, Zhang YD, Gu FX, Gong H, Guo R, Zhong XL, Yan CR. Spatial-temporal variations of carbon storage and carbon sequestration rate in China’s national forest parks. Ying Yong Sheng Tai Xue Bao, 2021, 32(3): 799-809 in Chinese)

[23]

Lin D, Lai J, Muller-Landau HC, Mi X, Ma K. Topographic variation in aboveground biomass in a subtropical evergreen broad-leaved forest in China. PLoS ONE, 2012, 7(10 e48244

[24]

Liu S, García-Palacios P, Tedersoo L, Guirado E, van der Heijden MGA, Wagg C, Chen D, Wang Q, Wang J, Singh BK, Delgado-Baquerizo M (2022) Phylotype diversity within soil fungal functional groups drives ecosystem stability. Nat Ecol Evol 6(7):900–909. https://doi.org/10.1038/s41559-022-01756-5

[25]

Lu SZ, Zhang D, Wang L, Dong L, Liu CC, Hou DJ, Chen GP, Qiao XG, Wang Y, Guo K. Comparison of plant diversity-carbon storage relationships along altitudinal gradients in temperate forests and shrublands. Front Plant Sci, 2023, 14: 1120050

[26]

Marshall AR, Willcock S, Platts PJ, Lovett JC, Balmford A, Burgess ND, Latham JE, Munishi PKT, Salter R, Shirima DD, Lewis SL. Measuring and modelling above-ground carbon and tree allometry along a tropical elevation gradient. Biol Conserv, 2012, 154: 20-33

[27]

McEwan RW, Lin YC, Sun IF, Hsieh CF, Su SH, Chang LW, Song GZM, Wang HH, Hwong JL, Lin KC, Yang KC, Chiang JM. Topographic and biotic regulation of aboveground carbon storage in subtropical broad-leaved forests of Taiwan. For Ecol Manag, 2011, 262(9): 1817-1825

[28]

Murphy SJ, Audino LD, Whitacre J, Eck JL, Wenzel JW, Queenborough SA, Comita LS. Species associations structured by environment and land-use history promote beta-diversity in a temperate forest. Ecology, 2015, 96(3): 705-715

[29]

Njoroge B, Li YL, Wei SM, Meng Z, Liu SZ, Zhang QM, Tang XL, Zhang DQ, Liu JX, Chu GW. An interannual comparative study on ecosystem carbon exchange characteristics in the Dinghushan biosphere reserve, a dominant subtropical evergreen forest ecosystem. Front Plant Sci, 2021, 12 715340

[30]

Ouyang S, Xiang WH, Wang XP, Zeng YL, Lei PF, Deng XW, Peng CH. Significant effects of biodiversity on forest biomass during the succession of subtropical forest in South China. For Ecol Manag, 2016, 372: 291-302

[31]

Pang RR, Peng JY, Yan Y. Factors influencing aboveground biomass in the secondary forest of Quercus aliena var. acutiserrata in Taibai mountain. Sci Silvae Sin, 2021, 57(10): 157-165 in Chinese)

[32]

Paoli GD, Curran LM, Slik JWF. Soil nutrients affect spatial patterns of aboveground biomass and emergent tree density in southwestern Borneo. Oecologia, 2008, 155(2): 287-299

[33]

Paquette A, Messier C. The effect of biodiversity on tree productivity: from temperate to boreal forests. Glob Ecol Biogeogr, 2011, 20(1): 170-180

[34]

Poorter L, van der Sande MT, Thompson J, Arets EJMM, Alarcón A, Álvarez-Sánchez J, Ascarrunz N, Balvanera P, Barajas-Guzmán G, Boit A, Bongers F, Carvalho FA, Casanoves F, Cornejo-Tenorio G, Costa FRC, de Castilho CV, Duivenvoorden JF, Dutrieux LP, Enquist BJ, Fernández-Méndez F, Finegan B, Gormley LHL, Healey JR, Hoosbeek MR, Ibarra-Manríquez G, Junqueira AB, Levis C, Licona JC, Lisboa LS, Magnusson WE, Martínez-Ramos M, Martínez-Yrizar A, Martorano LG, Maskell LC, Mazzei L, Meave JA, Mora F, Muñoz R, Nytch C, Pansonato MP, Parr TW, Paz H, Pérez-García EA, Rentería LY, Rodríguez-Velazquez J, Rozendaal DMA, Ruschel AR, Sakschewski B, Salgado-Negret B, Schietti J, Simões M, Sinclair FL, Souza PF, Souza FC, Stropp J, ter Steege H, Swenson NG, Thonicke K, Toledo M, Uriarte M, van der Hout P, Walker P, Zamora N, Peña-Claros M. Diversity enhances carbon storage in tropical forests. Glob Ecol Biogeogr, 2015, 24(11): 1314-1328

[35]

Poorter L, van der Sande MT, Arets EJMM, Ascarrunz N, Enquist B, Finegan B, Carlos Licona J, Martínez-Ramos M, Mazzei L, Meave JA, Muñoz R, Nytch CJ, de Oliveira AA, Perez-García EA, Prado-Junior J, Rodríguez-Velazques J, Roberto Ruschel A, Salgado-Negret B, Schiavini I, Swenson NG, Tenorio EA, Thompson J, Toledo M, Uriarte M, van der Hout P, Zimmerman JK, Peña-Claros M. Biodiversity and climate determine the functioning of Neotropical forests. Global Ecol Biogeogr, 2018, 27(3): 389-390

[36]

R Core Team (2022) R: A language and environment for statistical computing. R Foundation for Statistical Computing, Vienna, Austria. https://www.R-project.org/

[37]

Shen Y, Yu SX, Lian JY, Shen H, Cao HL, Lu HP, Ye WH. Tree aboveground carbon storage correlates with environmental gradients and functional diversity in a tropical forest. Sci Rep, 2016, 6: 25304

[38]

Tan SS, Wang RR, Gong XL, Cai JY, Shen GC. Scale dependent effects of species diversity and structural diversity on aboveground biomass in a tropical forest on Barro Colorado Island. Panama. Biodivers Sci, 2017, 25(10): 1054-1064 in Chinese)

[39]

Tang XL, Zhao X, Bai YF, Tang ZY, Wang WT, Zhao YC, Wan HW, Xie ZQ, Shi XZ, Wu BF, Wang GX, Yan JH, Ma KP, Du S, Li SG, Han SJ, Ma YX, Hu HF, He NP, Yang YH, Han WX, He HL, Yu GR, Fang JY, Zhou GY. Carbon pools in China’s terrestrial ecosystems: new estimates based on an intensive field survey. Proc Natl Acad Sci USA, 2018, 115(164021-4026

[40]

Wang ZG, Ye WH, Cao HL, Lian JY. Spatial distribution of species diversity indices in a monsoon evergreen broadleaved forest at Dinghushan Mountain. Biodivers Sci, 2008, 16(5): 454-461 in Chinese)

[41]

Wang N, Bi HX, Peng RD, Zhao DY, Yun HY, Liu ZH, Lan DY, Jin C. The strategy for optimizing the stand structure of Pinus tabuliformis carr. forests to enhance the ecological function on the Loess Plateau China. Forests, 2022, 13(8): 1217

[42]

Willis KJ, Whittaker RJ (2002) Species Diversity—Scale Matters. Sci 295(5558):1245–1248. https://doi.org/10.1126/science.1067335

[43]

Wu CP, Han WJ, Jiang B, Liu BW, Yuan WG, Shen AH, Huang YJ, Zhu JR. Relationships between species richness and biomass/productivity depend on environmental factors in secondary forests of Dinghai Zhejiang Province. Biodivers Sci, 2018, 26(6545-553 in Chinese)

[44]

Ye WH, Cao HL, Huang ZL, Lian JY, Wang ZG, Li L, Wei SG, Wang ZM. Community structure of a 20 hm2 lower subtropical evergreen broadleaved forest plot in Dinghushan China. J Plant Ecol, 2008, 32(2): 274-286 in Chinese)

[45]

Zhou GY, Liu SG, Li ZA, Zhang DQ, Tang XL, Zhou CY, Yan JH, Mo JM. Old-growth forests can accumulate carbon in soils. Science, 2006, 314(5804): 1417

[46]

Zhu B, Wang XP, Fang JY, Piao SL, Shen HH, Zhao SQ, Peng CH. Altitudinal changes in carbon storage of temperate forests on Mt Changbai Northeast China. J Plant Res, 2010, 123(4439-452

[47]

Zhu J, Wu AC, Zou S, Xiong X, Liu SZ, Chu GW, Zhang QM, Liu JX, Tang XL, Yan JH, Zhang DQ, Zhou GY. Relationships between tree diversity and biomass/productivity and their influence factors in a lower subtropical evergreen broad-leaved forest. Biodivers Sci, 2021, 29(11): 1435-1446 in Chinese)

[48]

Zhu L, Hughes AC, Zhao XQ, Zhou LJ, Ma KP, Shen XL, Li S, Liu MZ, Xu WB, Watson JEM. Regional scalable priorities for national biodiversity and carbon conservation planning in Asia. Sci Adv, 2021, 7(35eabe4261

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