
Biodiv Sci ›› 2026, Vol. 34 ›› Issue (7): 26008. DOI: 10.17520/biods.2026008 cstr: 32101.14.biods.2026008
• Special Feature: Soil Biodiversity • Previous Articles Next Articles
Received:2026-01-09
Accepted:2026-03-30
Online:2026-07-20
Published:2026-09-21
Contact:
Guorui Xu
Supported by:Qihui Gui, Guorui Xu. Asynchronous response and network reorganization of soil micro-food web diversity under tropical land use change[J]. Biodiv Sci, 2026, 34(7): 26008.
| 土壤性质 Soil property | 原始林 Primary forest (PF) | 次生林 Secondary forest (SF) | 开阔生境 Open habitat (OB) | 橡胶林 Rubber plantation (XJ) |
|---|---|---|---|---|
| pH | 5.27 ± 0.41b | 5.28 ± 0.99b | 6.32 ± 0.97a | 4.62 ± 0.25b |
| 土壤有机碳 Soil organic carbon (g/kg) | 19.69 ± 3.38b | 24.78 ± 2.84a | 9.44 ± 3.80c | 15.85 ± 3.17b |
| 全氮 Total nitrogen (g/kg) | 1.93 ± 0.32ab | 2.38 ± 0.47a | 0.96 ± 0.40c | 1.51 ± 0.33b |
| 全磷 Total phosphorus (g/kg) | 0.49 ± 0.11a | 0.44 ± 0.16a | 0.32 ± 0.13a | 0.47 ± 0.29a |
| 全钾 Total potassium (g/kg) | 11.00 ± 1.65a | 9.04 ± 2.41a | 10.24 ± 2.78a | 11.31 ± 6.10a |
| 土壤容重 Soil bulk density (g/cm3) | 1.29 ± 0.12b | 1.09 ± 0.16c | 1.48 ± 0.13a | 1.32 ± 0.15ab |
| 总孔隙度 Total porosity | 0.42 ± 0.13ab | 0.52 ± 0.10a | 0.33 ± 0.12b | 0.41 ± 0.10ab |
| 粘粒 Clay (< 2 μm, %) | 10.09 ± 2.94a | 6.06 ± 2.27b | 7.32 ± 2.83ab | 6.24 ± 2.33b |
| 粉粒 Silt (2-20 μm, %) | 32.99 ± 14.15a | 16.00 ± 7.51b | 25.25 ± 9.91ab | 19.75 ± 8.75ab |
Table 1 Soil physicochemical properties (mean ± SD) under different land use types
| 土壤性质 Soil property | 原始林 Primary forest (PF) | 次生林 Secondary forest (SF) | 开阔生境 Open habitat (OB) | 橡胶林 Rubber plantation (XJ) |
|---|---|---|---|---|
| pH | 5.27 ± 0.41b | 5.28 ± 0.99b | 6.32 ± 0.97a | 4.62 ± 0.25b |
| 土壤有机碳 Soil organic carbon (g/kg) | 19.69 ± 3.38b | 24.78 ± 2.84a | 9.44 ± 3.80c | 15.85 ± 3.17b |
| 全氮 Total nitrogen (g/kg) | 1.93 ± 0.32ab | 2.38 ± 0.47a | 0.96 ± 0.40c | 1.51 ± 0.33b |
| 全磷 Total phosphorus (g/kg) | 0.49 ± 0.11a | 0.44 ± 0.16a | 0.32 ± 0.13a | 0.47 ± 0.29a |
| 全钾 Total potassium (g/kg) | 11.00 ± 1.65a | 9.04 ± 2.41a | 10.24 ± 2.78a | 11.31 ± 6.10a |
| 土壤容重 Soil bulk density (g/cm3) | 1.29 ± 0.12b | 1.09 ± 0.16c | 1.48 ± 0.13a | 1.32 ± 0.15ab |
| 总孔隙度 Total porosity | 0.42 ± 0.13ab | 0.52 ± 0.10a | 0.33 ± 0.12b | 0.41 ± 0.10ab |
| 粘粒 Clay (< 2 μm, %) | 10.09 ± 2.94a | 6.06 ± 2.27b | 7.32 ± 2.83ab | 6.24 ± 2.33b |
| 粉粒 Silt (2-20 μm, %) | 32.99 ± 14.15a | 16.00 ± 7.51b | 25.25 ± 9.91ab | 19.75 ± 8.75ab |
Fig. 1 Taxonomic composition of organisms at each trophic level of the soil micro-food web under different land use types. PF, Primary forest; SF, Secondary forest; OB, Open habitat; XJ, Rubber plantation.
Fig. 2 Alpha diversity indices of organisms at each trophic level in the soil micro-food web under different land use types. PF, Primary forest; SF, Secondary forest; OB, Open habitat; XJ, Rubber plantation. Different lowercase letters within the same panel indicate significant differences among land use types.
Fig. 3 Principal coordinate analysis based on the Bray-Curtis distance at the amplicon sequence variant (ASV) level was used to compare the compositions of bacterial, fungal, protozoa and nematode communities among the four land use types
Fig. 4 The co-occurrence network pattern and topological statistics of multi-nutrient-level biological communities in soil. The network diagram shows the Spearman correlation of bacteria, fungi, protozoa, and nematode under different land use types. Within each panel, node size is proportional to node degree, representing the number of significant associations between each node and other nodes.
Fig. 5 Distribution of node degrees for each organism group across land use types. PF, Primary forest; SF, Secondary forest; OB, Open habitat; XJ, Rubber plantation. * P < 0.05; ** P < 0.01; *** P < 0.001; **** P < 0.0001.
Fig. 6 Co-occurrence network structures of the soil micro-food web across different land use types. Nodes representing nematodes were included in the network calculations, but they are not displayed in this visualization due to their low abundance and connectivity.
Fig. 7 Mantel relationships between soil micro-food web communities and environmental factors across land use types. Comm., Biological community; pH, Soil pH; WC, Soil water content; SM, Soil moisture; ST, Soil temperature; CD, Canopy density; BD, Soil bulk density; SG, Soil specific gravity; TPor, Total porosity; SOC, Soil organic carbon; TN, Total nitrogen; TP, Total phosphorus; TK, Total potassium; CL, Clay (0-2 μm); SI, Silt (2-20 μm); FS, Fine sand (20-200 μm); CS, Coarse sand (200-2,000 μm).
| [1] |
Allison SD, Martiny JBH (2008) Resistance, resilience, and redundancy in microbial communities. Proceedings of the National Academy of Sciences, USA, 105(Suppl. 1), 11512-11519.
DOI URL |
| [2] |
Amaral-Zettler LA, McCliment EA, Ducklow HW, Huse SM (2009) A method for studying protistan diversity using massively parallel sequencing of V9 hypervariable regions of small-subunit ribosomal RNA genes. PLoS ONE, 4, e6372.
DOI URL |
| [3] |
Bardgett RD, van der Putten WH (2014) Belowground biodiversity and ecosystem functioning. Nature, 515, 505-511.
DOI |
| [4] |
Barnes AD, Jochum M, Lefcheck JS, Eisenhauer N, Scherber C, O’Connor MI, de Ruiter P, Brose U (2018) Energy flux: The link between multitrophic biodiversity and ecosystem functioning. Trends in Ecology & Evolution, 33, 186-197.
DOI URL |
| [5] |
Barnes AD, Jochum M, Mumme S, Haneda NF, Farajallah A, Widarto TH, Brose U (2014) Consequences of tropical land use for multitrophic biodiversity and ecosystem functioning. Nature Communications, 5, 5351.
DOI PMID |
| [6] | Bascompte J, Jordano P, Melián CJ, Olesen JM (2003) The nested assembly of plant-animal mutualistic networks. Proceedings of the National Academy of Sciences, USA, 100, 9383-9387. |
| [7] |
Bongers T (1990) The maturity index: An ecological measure of environmental disturbance based on nematode species composition. Oecologia, 83, 14-19.
DOI PMID |
| [8] |
Bronick CJ, Lal R (2005) Soil structure and management: A review. Geoderma, 124, 3-22.
DOI URL |
| [9] |
Caporaso JG, Lauber CL, Walters WA, Berg-Lyons D, Huntley J, Fierer N, Owens SM, Betley J, Fraser L, Bauer M, Gormley N, Gilbert JA, Smith G, Knight R (2012) Ultra-high-throughput microbial community analysis on the Illumina HiSeq and MiSeq platforms. The ISME Journal, 6, 1621-1624.
DOI URL |
| [10] |
de Vries FT, Griffiths RI, Bailey M, Craig H, Girlanda M, Gweon HS, Hallin S, Kaisermann A, Keith AM, Kretzschmar M, Lemanceau P, Lumini E, Mason KE, Oliver A, Ostle N, Prosser JI, Thion C, Thomson B, Bardgett RD (2018) Soil bacterial networks are less stable under drought than fungal networks. Nature Communications, 9, 3033.
DOI PMID |
| [11] | de Vries FT, Thébault E, Liiri M, Birkhofer K, Tsiafouli MA, Bjørnlund L, Bracht Jørgensen H, Brady MV, Christensen S, de Ruiter PC, d’Hertefeldt T, Frouz J, Hedlund K, Hemerik L, Hol WHG, Hotes S, Mortimer SR, Setälä H, Sgardelis SP, Uteseny K, van der Putten WH, Wolters V, Bardgett RD (2013) Soil food web properties explain ecosystem services across European land use systems. Proceedings of the National Academy of Sciences, USA, 110, 14296-14301. |
| [12] |
Decaëns T (2010) Macroecological patterns in soil communities. Global Ecology and Biogeography, 19, 287-302.
DOI URL |
| [13] | Díaz S, Settele J, Brondízio ES, Ngo HT, Agard J, Arneth A, Balvanera P, Brauman KA, Butchart SHM, Chan KMA, Garibaldi LA, Ichii K, Liu J, Subramanian SM, Midgley GF, Miloslavich P, Molnár Z, Obura D, Pfaff A, Polasky S, Purvis A, Razzaque J, Reyers B, Roy Chowdhury R, Shin YJ, Visseren-Hamakers I, Willis KJ, Zayas CN (2019) Pervasive human-driven decline of life on Earth points to the need for transformative change. Science, 366, eaax3100. |
| [14] |
Elliott ET, Anderson RV, Coleman DC, Cole CV (1980) Habitable pore space and microbial trophic interactions. Oikos, 35, 327-335.
DOI URL |
| [15] |
Erktan A, Or D, Scheu S (2020) The physical structure of soil: Determinant and consequence of trophic interactions. Soil Biology and Biochemistry, 148, 107876.
DOI URL |
| [16] |
Fadrosh DW, Ma B, Gajer P, Sengamalay N, Ott S, Brotman RM, Ravel J (2014) An improved dual-indexing approach for multiplexed 16S rRNA gene sequencing on the Illumina MiSeq platform. Microbiome, 2, 6.
DOI PMID |
| [17] |
Ferris H (2010) Form and function: Metabolic footprints of nematodes in the soil food web. European Journal of Soil Biology, 46, 97-104.
DOI URL |
| [18] |
Fierer N, Bradford MA, Jackson RB (2007) Toward an ecological classification of soil bacteria. Ecology, 88, 1354-1364.
DOI PMID |
| [19] |
Fierer N, Lauber CL, Ramirez KS, Zaneveld J, Bradford MA, Knight R (2012) Comparative metagenomic, phylogenetic and physiological analyses of soil microbial communities across nitrogen gradients. The ISME Journal, 6, 1007-1017.
DOI URL |
| [20] |
Harrison XA, Donaldson L, Correa-Cano ME, Evans J, Fisher DN, Goodwin CED, Robinson BS, Hodgson DJ, Inger R (2018) A brief introduction to mixed effects modelling and multi-model inference in ecology. PeerJ, 6, e4794.
DOI URL |
| [21] |
Hassink J, Bouwman LA, Zwart KB, Brussaard L (1993) Relationships between habitable pore space, soil biota and mineralization rates in grassland soils. Soil Biology and Biochemistry, 25, 47-55.
DOI URL |
| [22] | Jaureguiberry P, Titeux N, Wiemers M, Bowler DE, Coscieme L, Golden AS, Guerra CA, Jacob U, Takahashi Y, Settele J, Díaz S, Molnár Z, Purvis A (2022) The direct drivers of recent global anthropogenic biodiversity loss. Science Advances, 8, eabm9982. |
| [23] |
Jousset A, Lara E, Wall LG, Valverde C (2006) Secondary metabolites help biocontrol strain Pseudomonas fluorescens CHA 0 to escape protozoan grazing. Applied and Environmental Microbiology, 72, 7083-7090.
DOI URL |
| [24] |
Kitano H (2004) Biological robustness. Nature Reviews Genetics, 5, 826-837.
DOI PMID |
| [25] |
Li HM, Aide TM, Ma YX, Liu WJ, Cao M (2007) Demand for rubber is causing the loss of high diversity rain forest in SW China. Biodiversity and Conservation, 16, 1731-1745.
DOI URL |
| [26] | Lu RK (2000) Methods of Soil Agrochemical Analysis. China Agricultural Science and Technology Press, Beijing. (in Chinese) |
| [鲁如坤 (2000) 土壤农业化学分析方法. 中国农业科技出版社, 北京.] | |
| [27] |
Luu HTT, Esteban GF, Green ID (2025) Soil ciliates’ response to glyphosate exposure: A microcosm experiment. Protist, 178, 126112.
DOI URL |
| [28] |
Matz C, Kjelleberg S (2005) Off the hook-How bacteria survive protozoan grazing. Trends in Microbiology, 13, 302-307.
DOI URL |
| [29] |
Newbold T, Hudson LN, Hill SLL, Contu S, Lysenko I, Senior RA, Börger L, Bennett DJ, Choimes A, Collen B, Day J, De Palma A, Díaz S, Echeverria-Londoño S, Edgar MJ, Feldman A, Garon M, Harrison MLK, Alhusseini T, Ingram DJ, Itescu Y, Kattge J, Kemp V, Kirkpatrick L, Kleyer M, Correia DLP, Martin CD, Meiri S, Novosolov M, Pan Y, Phillips HRP, Purves DW, Robinson A, Simpson J, Tuck SL, Weiher E, White HJ, Ewers RM, Mace GM, Scharlemann JPW, Purvis A (2015) Global effects of land use on local terrestrial biodiversity. Nature, 520, 45-50.
DOI |
| [30] |
Newman MEJ (2003) The structure and function of complex networks. SIAM Review, 45, 167-256.
DOI URL |
| [31] | Olesen JM, Bascompte J, Dupont YL, Jordano P (2007) The modularity of pollination networks. Proceedings of the National Academy of Sciences, USA, 104, 19891-19896. |
| [32] | Orrock JL, Watling JI (2010) Local community size mediates ecological drift and competition in metacommunities. Proceedings of the Royal Society B: Biological Sciences, 277, 2185-2191. |
| [33] |
Porazinska DL, Giblin-Davis RM, Faller L, Farmerie W, Kanzaki N, Morris K, Powers TO, Tucker AE, Sung W, Thomas WK (2009) Evaluating high-throughput sequencing as a method for metagenomic analysis of nematode diversity. Molecular Ecology Resources, 9, 1439-1450.
DOI PMID |
| [34] | Rooney N, McCann K, Gellner G, Moore JC (2006) Structural asymmetry and the stability of diverse food webs. Nature, 442, 265-269. |
| [35] |
Rutherford PM, Juma NG (1992) Influence of texture on habitable pore space and bacterial-protozoan populations in soil. Biology and Fertility of Soils, 12, 221-227.
DOI URL |
| [36] |
Silk MJ, Harrison XA, Hodgson DJ (2020) Perils and pitfalls of mixed-effects regression models in biology. PeerJ, 8, e9522.
DOI URL |
| [37] |
Singh D, Slik JWF, Jeon YS, Tomlinson KW, Yang X, Wang J, Kerfahi D, Porazinska DL, Adams JM (2019) Tropical forest conversion to rubber plantation affects soil micro-& mesofaunal community & diversity. Scientific Reports, 9, 5893.
DOI |
| [38] | Soliveres S, van der Plas F, Manning P, Prati D, Gossner MM, Renner SC, Alt F, Arndt H, Baumgartner V, Binkenstein J, Birkhofer K, Blaser S, Blüthgen N, Boch S, Böhm S, Börschig C, Buscot F, Diekötter T, Heinze J, Hölzel N, Jung K, Klaus VH, Kleinebecker T, Klemmer S, Krauss J, Lange M, Morris EK, Müller J, Oelmann Y, Overmann J, Pašalić E, Rillig MC, Schaefer HM, Schloter M, Schmitt B, Schöning I, Schrumpf M, Sikorski J, Socher SA, Solly EF, Sonnemann I, Sorkau E, Steckel J, Steffan-Dewenter I, Stempfhuber B, Tschapka M, Türke M, Venter PC, Weiner CN, Weisser WW, Werner M, Westphal C, Wilcke W, Wolters V, Wubet T, Wurst S, Fischer M, Allan E (2016) Biodiversity at multiple trophic levels is needed for ecosystem multifunctionality. Nature, 536, 456-459. |
| [39] | Swift MJ, Heal OW, Anderson JM (1979) Decomposition in Terrestrial Ecosystems. Blackwell Scientific Publications, Oxford. |
| [40] |
Vellend M (2010) Conceptual synthesis in community ecology. The Quarterly Review of Biology, 85, 183-206.
DOI URL |
| [41] | Wang WT, Wang R, Niu CP, Bai Y, Yang XD (2023) Soil multitrophic ecological network structure of agroforestry rubber plantation in Xishuangbanna. Biodiversity Science, 31, 22626. (in Chinese with English abstract) |
|
[王文婷, 王蓉, 牛翠平, 白杨, 杨效东 (2023) 西双版纳农林复合橡胶林土壤多营养级生物网络结构. 生物多样性, 31, 22626.]
DOI |
|
| [42] |
Warren-Thomas E, Dolman PM, Edwards DP (2015) Increasing demand for natural rubber necessitates a robust sustainability initiative to mitigate impacts on tropical biodiversity. Conservation Letters, 8, 230-241.
DOI URL |
| [43] |
Wright DA, Killham K, Glover LA, Prosser JI (1995) Role of pore size location in determining bacterial activity during predation by protozoa in soil. Applied and Environmental Microbiology, 61, 3537-3543.
DOI PMID |
| [44] | Wu WJ, Yuan Y, Zhang J, Zhou LX, Wang J, Ren H, Liu ZF (2022) Dynamics of soil nematode community during the succession of forests in southern subtropical China. Biodiversity Science, 30, 22205. (in Chinese with English abstract) |
|
[吴文佳, 袁也, 张静, 周丽霞, 王俊, 任海, 刘占锋 (2022) 南亚热带森林演替过程中土壤线虫群落结构变化. 生物多样性, 30, 22205.]
DOI |
|
| [45] |
Zhang J, Cao M (1995) Tropical forest vegetation of Xishuangbanna, SW China and its secondary changes, with special reference to some problems in local nature conservation. Biological Conservation, 73, 229-238.
DOI URL |
| [46] |
Zhao J, Neher DA, Fu SL, Li ZA, Wang KL (2013) Non-target effects of herbicides on soil nematode assemblages. Pest Management Science, 69, 679-684.
DOI PMID |
| [47] | Zhou JZ, Deng Y, Luo F, He ZL, Yang YF (2011) Phylogenetic molecular ecological network of soil microbial communities in response to elevated CO2. mBio, 2, e00122-11. |
| [48] |
Ziegler AD, Fox JM, Xu J (2009) The rubber juggernaut. Science, 324, 1024-1025.
DOI PMID |
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