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Effects of natural forest conversion and plantation tree species composition on soil macrofauna communities in Northeast China mountains

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Abstract

As primary and secondary forests are being replaced by plantations across the globe, the soil macrofauna community structure is also affected, but little is known about the impact of mixed culture plantations compared with monocultures on the soil macrofauna. To determine the impact of forest conversion on soil macrofauna, we surveyed the soil macrofauna in two broad-leaved and three coniferous monoculture stands and four coniferous–broadleaved mixed stands, and in adjacent reserved secondary stands as a reference. Soil macrofauna community composition was significant affected by forest type, season and their interaction (P < 0.05). The abundance, taxa richness and diversity of soil macrofauna changed to different degrees depending on the plantation type. Broadleaved monoculture stands and secondary stands had similar macrofauna abundance and taxa richness, but values were lower in coniferous stands than in secondary stands. The Shannon index for macrofauna in coniferous stands was also the lowest, but the Pielou index did not differ between forest types. The negative effects of the conifer monoculture on soil macrofauna were not present in the mixed stands with broad-leaved trees. Forest conversion impacted soil properties; soil moisture, NO3, and pH were significant drivers of soil macrofauna community structure. The impact of forest conversion on soil macrofauna was closely dependent on tree species composition and diversity. The macrofauna community structure in the broadleaved and the mixed stands were relatively similar to that in the natural forest, and thus recommended for forest conversion in the study area.

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References

  • Ammer S, Weber K, Abs C, Ammer C, Prietzel J (2006) Factorsinfluencing the distribution and abundance of earthworm communities in pure and converted Scots pine stands. Appl Soil Ecol 33:10–21

    Article  Google Scholar 

  • Antunes SC, Pereira R, Sousab JP, Santosa MC, Gonçalves F (2008) Spatial and temporal distribution of litter arthropods in different vegetation covers of Porto Santo Island (Madeira Archipelago, Portugal). Eur J Soil Biol 44:45–56

    Article  Google Scholar 

  • Aubert M, Margerie P, Ernoult A, Decaens T, Bureau F (2006) Variability and heterogeneity of humus forms at stand level, comparison between pure beech and mixed beech–hornbeam forest. Ann Forest Sci 63:177–188

    Article  Google Scholar 

  • Ayoubi S, Mirbagheri Z, Mosaddeghi MR (2020) Soil organic carbon physical fractions and aggregate stability influenced by land use in humid region of Northern Iran. Int Agrophys 34(3):343–353

    Article  CAS  Google Scholar 

  • Ayoubi S, Sadeghi N, Farideh AA, Mohammad RA, Mojtaba Z, Jesus RC (2021) Impacts of oak deforestation and rainfed cultivation on soil redistribution processes across hillslopes using 137Cs techniques. For Ecosys 8:32

    Article  Google Scholar 

  • Bao SD (2000) Soil agrochemical analysis, 3rd edn. China Agricultural Press, Beijing

    Google Scholar 

  • Bates D, Mächler M, Bolker B, Walker S (2015) Fitting linear mixed-effects models using lme4. J Stat Soft 67(1):1–48

    Article  Google Scholar 

  • Bhat DM (1990) Litter production and seasonality in tropical moist forest ecosystems of Uttara Kannada district, Karnataka. In: Proceedings: plant science 100(2):139–152

  • Briones M, Ostle NJ, Mcnamara NP, Poskitt J (2009) Functional shifts of grassland soil communities in response to soil warming. Soil Biol Biochem 41(2):315–322

    Article  CAS  Google Scholar 

  • Cavard X, Macdonald SE, Bergeron Y, Chen HYH (2011) Importance of mixed woods for biodiversity conservation, evidence for understory plants, songbirds, soil fauna, and ectomycorrhizae in northern forests. Environ Rev 19:142–161

    Article  Google Scholar 

  • Cesarz S, Fahrenholz N, Migge-Kleian S, Platner C, Schaefer M (2007) Earthworm communities in relation to tree diversity in a deciduous forest. Eur J Soil Biol 43:S61–S67

    Article  Google Scholar 

  • Cesco S, Mimmo T, Tonon G, Tomasi N, Pinton R, Terzano R, Neumann G, Weisskopf L, Renella G, Landi L, Nannipieri P (2012) Plant-borne flavonoids released into the rhizosphere, impact on soil bio-activities related to plant nutrition. A review. Biol Fertil Soils 48:123–149

    Article  CAS  Google Scholar 

  • Chauvat M, Titsch D, Zaytsev AS, Wolters V (2011) Changes in soil faunal assemblages during conversion from pure to mixed forest stands. For Ecol Manag 262:317–324

    Article  Google Scholar 

  • Cifuentes-Croquevielle C, Stanton DE, Armesto JJ (2020) Soil invertebrate diversity loss and functional changes in temperate forest soils replaced by exotic pine plantations. Sci Rep 10:7762

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  • David JF, Ponge JF, Arpin P, Vannier G (1991) Reactions of the macrofauna of a forest mull to experimental perturbations of litter supply. Oikos 61:316

    Article  Google Scholar 

  • De Wandeler H, Sousa-Silva R, Ampoorter E, Bruelheide H, Carnol M, Dawud SM, Danil G, Finer L, Hattenschwiler S, Hermy M, Jaroszewicz B, Joly FX, Müller S, Pollastrini M, Ratcliffe S, Raulund-Rasmussen K, Selvi F, Valladares F, Van MK, Verheyen K, Vesterdal L, Muys B (2016) Drivers of earthworm incidence and abundance across European forests—science direct. Soil Biol Biochem 99:167–178

    Article  Google Scholar 

  • Eisenhauer N (2010) The action of an animal ecosystem engineer: Identification of the main mechanisms of earthworm impacts on soil microarthropods. Pedobiologia (jena) 53:343–352

    Article  Google Scholar 

  • Faber JH (1991) Functional classification of soil fauna: a new approach. Oikos 62:110–117

    Article  Google Scholar 

  • Falahatkar S, Hosseini SM, Salman Mahiny A, Ayoubi S, Wang SQ (2014) Soil organic carbon stock as affected by land use/cover changes in the humid region of Northern Iran. J MT SCI-ENGL 11(2):507–518

    Article  Google Scholar 

  • Fonte SJ, Quintero DC, Velásquez E, Lavelle P (2012) Interactive effects of plants and earthworms on the physical stabilization of soil organic matter in aggregates. Plant Soil 359(1–2):205–214

    Article  CAS  Google Scholar 

  • Frouz J (1999) Use of soil dwelling diptera (insecta, diptera) as bioindicators, a review of ecological requirements and response to disturbance. Agr Ecosyst Environ 74:167–186

    Article  Google Scholar 

  • Gamfeldt L, Snall T, Bagchi R, Jonsson M, Gustafsson L, Kjellander P, RuizJaen MC, Froberg M, Stendahl J, Philipson CD, Mikusinski G, Andersson E, Westerlund B, Andren H, Moberg F, Moen J, Bengtsson J (2013) Higher levels of multiple ecosystem services are found in forests with more tree species. Nat Commun 4:1340

    Article  PubMed  Google Scholar 

  • Ganault P, Nahmani J, Hättenschwiler S, Gillespie LM, David JF, Henneron L, Iorio E, Mazzia C, Muys B, Pasquet A, Prada-Salcedo LD, Wambsganss J, Decaëns T (2021) Relative importance of tree species richness, tree functional type, and microenvironment for soil macrofauna communities in European forests. Oecologia 196(2):455–468

    Article  PubMed  Google Scholar 

  • García-Palacios P, Mckie BG, Handa IT, André F, Stephan H (2016) The importance of litter traits and decomposers for litter decomposition, a comparison of aquatic and terrestrial ecosystems within and across biomes. Funct Ecol 30:819–829

    Article  Google Scholar 

  • Gong ZT, Chen ZC, Luo GB, Zhang GL, Zhao WJ (1999) Soil reference with Chinese soil taxonomic. Soils 31:57–63 (in Chinese)

    Google Scholar 

  • Gongalsky KB (2021) Soil macrofauna: study problems and perspectives. Soil Biol Biochem 159(11):108281

    Article  CAS  Google Scholar 

  • Gutiérrez-López M, Jesús JB, Trigo D, Fernández R, Novo M, Díaz-Cosín DJ (2010) Relationships among spatial distribution of soil microarthropods, earthworm species and soil properties. Pedobiologia 53:381–389

    Article  Google Scholar 

  • Habashi H, Waez-Mousavi SM (2018) Single-tree selection system effects on forest soil macrofauna biodiversity in mixed oriental beech stands. Appl Soil Ecol 123:441–446

    Article  Google Scholar 

  • Halaj J, Wise DH (2001) Terrestrial trophic cascades: how much do they trickle? Am Nat 157:262–281

    Article  CAS  PubMed  Google Scholar 

  • Hansen RA, Coleman DC (1998) Litter complexity and composition are determinants of the diversity and species composition of oribatid mites (Acari: Oribatida) in litterbags. Appl Soil Ecol 9:17–23

    Article  Google Scholar 

  • Harta I, Simon B, Vinogradov S, Winkler D (2021) Collembola communities and soil conditions in forest plantations established in an intensively managed agricultural area. J For Res 32(5):14

    Article  Google Scholar 

  • Havaee S, Ayoubi S, Mosaddeghi MR, Keller T (2014) Impacts of land use on soil organic matter and degree of compactness in calcareous soils of central Iran. Soil Use Manag 30(1):2–9

    Article  Google Scholar 

  • Jacob M, Weland N, Platner C, Schaefer M, Leuschner C, Thomas FM (2009) Nutrient release from decomposing leaf litter of temperate deciduous forest trees along a gradient of increasing tree species diversity. Soil Biol Biochem 41:2122–2130

    Article  CAS  Google Scholar 

  • Kajak A (1995) The role of soil predators in decomposition processes. Eur J Entomol 92:573–580

    Google Scholar 

  • Kaspari M (2001) Taxonomic level, trophic biology and the regulation of local abundance. Global Ecol Biogeogr 10:3

    Article  Google Scholar 

  • Khormali F, Ajamai M, Ayoubi S, Srinivasarao C, Wani SP (2009) Role of deforestation and hillslope position on soil quality attributes of loess-derived soils in Golestan province. Iran Agr Ecosyst Environ 134(3–4):178–189

    Article  Google Scholar 

  • Korboulewsky N, Perez G, Chauvat M (2016) How tree diversity affects soil fauna diversity, a review. Soil Biol Biochem 94:94–106

    Article  CAS  Google Scholar 

  • Korboulewsky N, Heinigerb C, Danielib D, Brunb J (2021) Effect of tree mixture on Collembola diversity and community structure in temperate broadleaf and coniferous forests. Forest Ecol Manag 482:118876

    Article  Google Scholar 

  • Lassau SA, Hochuli DF (2004) Effects of habitat complexity on ant assemblages. Ecography 27:157–164

    Article  Google Scholar 

  • Lavelle P, Decaëns T, Aubert M, Barot S, Blouin M, Bureau F, Margerie P, Mora P, Rossi JP (2006) Soil invertebrates and ecosystem services. Eur J Soil Biol 42:S3–S15

    Article  Google Scholar 

  • Ma C, Yin X (2019) Responses of soil invertebrates to different forest types in the Changbai mountains of China. J Forest Res 24:3

    Article  Google Scholar 

  • Mathieu J, Rossi J, Grimaldi M, Mora P, Lavelle P, Rouland C, Rouland A (2004) Multi-scale study of soil macrofauna biodiversity in Amazonian pastures. Biol Fert Soils 40:300–305

    Article  Google Scholar 

  • Melanie MP, Bernhard K, David O, Christoph D, Roswitha B, Bernhard E, Georgia E, Ulrich B, Mark M, Stefan S (2021) Diversity and functional structure of soil animal communities suggest soil animal food webs to be buffered against changes in forest land use. Oecologia 196(1):195–209

    Article  Google Scholar 

  • Melguizo-Ruiz N, Jiménez-Navarro G, De Mas E, Pato J, Scheu S, Austin AT, Wise DH, Moya-Laraño J (2020) Field exclusion of large soil predators impacts lower trophic levels and decreases leaf-litter decomposition in dry forests. J Anim Ecol 89(2):334–346

    Article  PubMed  Google Scholar 

  • Monk CD (1966) An ecological significance of evergreenness. Ecology 47:504–505

    Article  Google Scholar 

  • Negrete-Yankelevich S, Fragoso C, Newton AC, Russell G, Heal OW (2008) Species-specific characteristics of trees can determine the litter macroinvertebrate community and decomposition process below their canopies. Plant Soil 307:83–97

    Article  CAS  Google Scholar 

  • Oksanen FJ, Simpson GL, Blanchet FG, Kindt R, Legendre P, Minchin PR, O'Hara RB, Solymos P, Stevens MHH, Szoecs E, Wagner H, Barbour M, Bedward M, Bolker B, Borcard D, Carvalho G, Chirico M, De Caceres M, Durand S, Evangelista HBA, John RF, Friendly M, Furneaux B, Hannigan G, Hill MO, Lahti L, McGlinn D, Ouellette MH, Cunha ER, Smith T, Stier A, Ter Braak CJF, Weedon J (2017) Vegan: community ecology package. R package Version 2.4–3. https://CRAN.R-project.org/package=vegan

  • Parkinson JA, Allen SE (1975) A wet oxidation procedure suitable for determination of nitrogen and mineral nutrients in biological material. Commun Soil Sci Plan 6:1–11

    Article  CAS  Google Scholar 

  • Pellens R, Garay I (1999) Edaphic macroarthropod communities in fast-growing plantations of Eucalyptus grandis Hill ex Maid (Myrtaceae) and Acacia mangium Wild (Leguminosae) in Brazil. Eur J Soil Biol 35:77–89

    Article  Google Scholar 

  • Pereira A, Andrade P, Bini D, Durrer A, Robin A, Bouillet JP, Andreote FD, Cardoso E (2017) Shifts in the bacterial community composition along deep soil profiles in monospecific and mixed stands of Eucalyptus grandis and Acacia mangium. PLoS One 12(7):0180371

    Article  Google Scholar 

  • Petersen H, Luxton M (1982) A comparative analysis of soil fauna populations and their role in decomposition processes. Oikos 39:287–388

    Article  Google Scholar 

  • Pielou EC (1966) The measurement of diversity in different types of biological collections. J Theor Biol 13:131–144

    Article  Google Scholar 

  • Pontégnie M, de Warnaffe GDB, Lebrun P (2005) Impacts of silvicultural practices on the structure of hemi-edaphic macrofauna community. Pedobiologia 49:199–210

    Article  Google Scholar 

  • Pospiech N, Skalski T (2006) Factors influencing earthworm communities in post-industrial area of Krakow Soda works. Eur J Soil Biol 42:S278–S283

    Article  Google Scholar 

  • Potapov AM, Klarner B, Sandmann D, Widyastuti R, Scheu S (2019) Linking size spectrum, energy flux and trophic multifunctionality in soil food webs of tropical land-use systems. J Anim Ecol 88(12):1845–1859

    Article  PubMed  Google Scholar 

  • R Core Team (2013) R: a language and environment for statistical computing. R Foundation for Statistical Computing, Vienna, Austria. Website https://www.R-project.org.

  • Reich PB, Oleksyn J, Modrzynski J, Mrozinski P, Hobbie SE, Eissenstat DM, Chorover J, Chadwick OA, Hale CM, Tjoelker MG (2005) Linking litter calcium, earthworms and soil properties: a common garden test with 14 tree species. Ecol Lett 8(8):811–818

    Article  Google Scholar 

  • Rija AA (2022) Local habitat characteristics determine butterfly diversity and community structure in a threatened Kihansi Gorge forest, Southern Udzungwa mountains, Tanzania. Ecol Process 11(1):1–15

    Article  Google Scholar 

  • Rizqulloh MN, Drescher J, Hartke TR, Potapov A, Widyastuti R (2021) Effects of rainforest transformation to monoculture cash crops on soil living ants (formicidae) in jambi province, sumatra, indonesia. IOP Conf Ser Earth Environ Sci 771(1):012031

    Article  Google Scholar 

  • Robertson GP (1987) Geostatistics in ecology: interpolating with known variance. Ecology 68:744–748

    Article  Google Scholar 

  • Rossi JP, Blanchart E (2005) Seasonal and land-use induced variations of soil macrofauna composition in the Western Ghats, Southern India. Soil Biol Biochem 37(6):1093–1104

    Article  CAS  Google Scholar 

  • Rousseau L, Venier L, Fleming R, Hazlett P, Handa IT (2018) Long-term effects of biomass removal on soil mesofaunal communities in Northeastern Ontario (Canada) jack pine (Pinus banksiana) stands. Forest Ecol Manag 421:72–83

    Article  Google Scholar 

  • Rusek J (2001) Microhabitats of Collembola (Insecta: Entognatha) in beech and spruce forests and their influence on biodiversity. Eur J Soil Biol 37:237–244

    Article  Google Scholar 

  • Russell MC, Lambrinos J, Records E, Ellen G (2017) Seasonal shifts in ground beetle (Coleoptera: Carabidae) species and functional composition maintain prey consumption in Western Oregon agricultural landscapes. Biol Control 106:54–63

    Article  Google Scholar 

  • Salamon JA, Zaitsev A, GaRtner S, Wolters V (2008) Soil macrofaunal response to forest conversion from pure coniferous stands into semi-natural montane forests. Appl Soil Ecol 40(3):491–498

    Article  Google Scholar 

  • Salmon S, Jérome M, Frizzera L, Zanella A (2006) Changes in humus forms and soil animal communities in two developmental phases of Norway spruce on an acidic substrate. For Ecol Manag 237(1–3):47–56

    Article  Google Scholar 

  • Sayad E, Hosseini SM, Hosseini V, Salehe-Shooshtari MH (2012) Soil macrofauna in relation to soil and leaf litter properties in tree plantations. J for Sci 58(4):170–180

    Article  Google Scholar 

  • Schaefer M, Schauermann J (1990) The soil fauna of beech forests, comparison between a mull and a moder soil. Pedobiologia (jena) 34:299–314

    Google Scholar 

  • Scheu S, Albers D, Alphei J, Buryn R, Klages U, Migge S, Platner C, Salamon JA (2003) The soil fauna community in pure and mixed stands of beech and spruce of different age, trophic structure and structuring forces. Oikos 101:225–238

    Article  Google Scholar 

  • Shannon CE (1948) A mathematical theory of communication. Bel Syst Tech J 27(379–423):623–656

    Article  Google Scholar 

  • Swift MJ, Heal OW, Anderson JM (1979) Decomposition in terrestrial ecosystems. Blackwell. Ed.

  • Tajik S, Ayoubi S, Khajehali J, Shataee S (2019a) Effects of tree species composition on soil properties and invertebrates in a deciduous forest. Arab J Geosci 12(11):368

    Article  Google Scholar 

  • Tajik S, Ayoubi S, Shirani H, Zeraatpisheh M (2019b) Digital mapping of soil invertebrates using environmental attributes in a deciduous forest ecosystem. Geoderma 353:252–263

    Article  CAS  Google Scholar 

  • Tsukamoto J, Sabang J (2005) Soil macro-fauna in an Acacia mangium plantation in comparison to that in a primary mixed dipterocarp forest in the lowlands of Sarawak, Malaysia. Pedobiologia 49:69–80

    Article  Google Scholar 

  • Tyurin IV (1931) A new modification of the volumetric method of determining soil organic matter by means of cromic acid. Pochvovedenie 26:36–47

    Google Scholar 

  • Walmsley A, Pavla V, Hlava J (2019) Tree species identity governs the soil macrofauna community composition and soil development at reclaimed post-mining sites on calcium–rich clays. Eur J For Res 138(4):753–761

    Article  CAS  Google Scholar 

  • Wang ZQ, Guo DL, Wang XR, Gu JC, Mei L (2006) Fine root architecture, morphology, and biomass of different branch orders of two Chinese temperate tree species. Plant Soil 288:155–171

    Article  CAS  Google Scholar 

  • Wang Y, Chen L, Xiang WH, Ouyang S, Zhang TD, Zhang XL, Zeng YL, Hu YT, Luo GW, Kuzyakov Y (2021) Forest conversion to plantations: a meta-analysis of consequences for soil and microbial properties and functions. Global Chang Biol 27(21):5643–5656

    Article  CAS  Google Scholar 

  • Wardle DA, Yeates GW, Williamson W, Bonner KI (2003) The response of a three trophic level soil food web to the identity and diversity of plant species and functional groups. Oikos 102:45–56

    Article  Google Scholar 

  • Warren MW, Zou X (2002) Soil macrofauna and litter nutrients in three tropical tree plantations on a disturbed site in puertorico. For Ecol Manag 170(1–3):161–171

    Article  Google Scholar 

  • Wickham H (2016) ggplot2: elegant graphics for data analysis. Springer, New York

    Book  Google Scholar 

  • Wu PF, Liu SR, Liu XL (2012) Composition and spatio-temporal changes of soil macroinvertebrates in the biodiversity hotspot of Northern Hengduanshan Mountains. China Plant Soil 357(1–2):321–338

    Article  CAS  Google Scholar 

  • Yang YS, Guo JF, Chen GS, Xie JS, Gao R, Li Z, Jin Z (2005) Litter production, seasonal pattern and nutrient return in seven natural forests compared with a plantation in Southern China. Forestry 78(4):403–415

    Article  Google Scholar 

  • Yin WY (1998) Pictorial keys to soil animals of China. Science Press, Beijing

    Google Scholar 

  • Yin X, Ma C, He H, Wang Z, Li X, Fu G, Liu J, Zheng Y (2018) Distribution and diversity patterns of soil fauna in different salinization habitats of Songnen grasslands, China. Appl Soil Ecol 123:375–383

    Article  Google Scholar 

  • Yoshikawa Y, Kawano K, Tsukamoto J (2021) Litter quantity controls soil macro-invertebrate biomass in warm temperate broad-leaved forests of Southwestern Japan. Appl Soil Ecol 161:103870

    Article  Google Scholar 

  • Zagatto M, Pereira A, Souza A, Pereira RF, Cardoso E (2019) Interactions between mesofauna, microbiological and chemical soil attributes in pure and intercropped Eucalyptus grandis and Acacia mangium plantations. For Ecol Manag 433:240–247

    Article  Google Scholar 

  • Zarif N, Khan A, Wang Q (2020) Linking soil acidity top fractions and exchangeable base cations under increased N and P fertilization of mono and mixed plantations in Northeast China. Forests 11(12):1274

    Article  Google Scholar 

  • Zhang J, Zhang JW, Yang LX (2021) A long-term effect of Larix monocultures on soil physicochemical properties and microbes in Northeast China. Eur J Soil Biol 96:103149

    Article  Google Scholar 

  • Zhong JM (1990) Larva taxonomy. Agriculture Press, Beijing

    Google Scholar 

Download references

Acknowledgements

We thank Hongli Li, Jianghong Zhang, Jiajing Duan, Rui Gong, Junyi Yu, and Kaiyue Zhu for their precious help during sampling and lab analysis. We also appreciate the field assistance of staff at the Maoershan Research Forests involved in the sampling assignments. Thank to Dr. Yehan Tian for help on statistical analysis and Dr. Nowsherwan Zarif for help with revising grammar and language. We thank two anonymous reviewers for comments that helped to improve the manuscript.

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The work was supported by the Fundamental Research Funds for the Central Universities (572017PZ03,2572020DR04 and 2572019CP16).

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Ma, S., Wang, Q., Zhang, Y. et al. Effects of natural forest conversion and plantation tree species composition on soil macrofauna communities in Northeast China mountains. J. For. Res. 34, 1475–1489 (2023). https://doi.org/10.1007/s11676-022-01581-3

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