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Spatial patterns of soil respiration in a spruce-fir valley forest, Northeast China

  • Soils, Sec 1 • Soil Organic Matter Dynamics and Nutrient Cycling • Research Article
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Abstract

Purpose

The quantification of spatial patterns of soil respiration (RS) is an important step in modelling soil carbon budgets. This study aims to characterise the spatial variability of RS using traditional and geostatistical analyses in a mature temperate forest during the growing season, with emphases on temporal variation in the spatial patterns and soil properties and stand structural parameters driving the variability of RS.

Materials and methods

RS, soil temperature and soil water content were sampled at 780 positions in a 9.12-ha permanent plot in a spruce-fir valley forest in the spring, summer and autumn of 2015. Furthermore, edaphic properties were measured adjacent to each sampling point, and all trees with DBH (diameter at breast height of tree) greater than 1 cm were mapped in the plot.

Results and discussion

RS showed strong spatial variation across the three measurement campaigns, with the autocorrelation length ranging from 10 to 17 m. The spatial variability of RS in the spring period was relatively higher than that of summer and autumn. Soil water content was confirmed to be the primary factor driving spatial RS, followed by soil temperature, soil organic carbon, total nitrogen, C:N, pH and the maximum DBH within radius of 4 m of sampling points. The multiple regression model fitted by soil properties and stand structural parameters could account for 11–32% of the spatial variation of RS. However, the involved factors in the regression model varied with season, and soil temperature was more important in controlling the spatial variability of RS in the spring period.

Conclusions

The study highlights that soil water content and soil temperature play the most important role in determining the spatial patterns of RS across the growing season.

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References

  • ArchMiller AA, Samuelson LJ, Li Y (2016) Spatial variability of soil respiration in a 64-year-old longleaf pine forest. Plant Soil 403:419–435

    Article  CAS  Google Scholar 

  • Bond-Lamberty B, Thomson A (2010) Temperature-associated increases in the global soil respiration record. Nature 464:579–582

    Article  CAS  Google Scholar 

  • Borchard N, Schirrmann M, Cv H, Schmidt M, Baatz R, Firbank L, Vereecken H, Herbst M (2015) Spatio-temporal drivers of soil and ecosystem carbon fluxes at field scale in an upland grassland in Germany. Agric Ecosyst Environ 211:84–93

    Article  Google Scholar 

  • Cambardella CA, Elliott ET (1994) Carbon and nitrogen dynamics of soil organic matter fractions from cultivated grassland soils. Soil Sci Soc Am J 58:123

    Article  Google Scholar 

  • Dai S, Li L, Ye R, Zhu Barker X, Horwath WR (2017) The temperature sensitivity of organic carbon mineralization is affected by exogenous carbon inputs and soil organic carbon content. Eur J Soil Biol 81:69–75

    Article  CAS  Google Scholar 

  • Darenova E, Pavelka M, Macalkova L (2016) Spatial heterogeneity of CO2 efflux and optimization of the number of measurement positions. Eur J Soil Biol 75:123–134

    Article  Google Scholar 

  • Das Gupta S, Mackenzie MD (2016) Spatial patterns of soil respiration links above and belowground processes along a boreal aspen fire chronosequence. PLoS One 11:e0165602

    Article  CAS  Google Scholar 

  • Dore S, Fry DL, Stephens SL (2014) Spatial heterogeneity of soil CO2 efflux after harvest and prescribed fire in a California mixed conifer forest. For Ecol Manag 319:150–160

    Article  Google Scholar 

  • Farrar J, Hawes M, Jones D, Lindow S (2003) How roots control the flux of carbon to the rhizosphere. Ecology 84:827–837

    Article  Google Scholar 

  • Ferré C, Castrignanò A, Comolli R (2015) Assessment of multi-scale soil-plant interactions in a poplar plantation using geostatistical data fusion techniques: relationships to soil respiration. Plant Soil 390:95–109

    Article  CAS  Google Scholar 

  • González-Real MM, Egea G, Martin-Gorriz B, Nortes PA, Baille A (2017) Spatial variability of soil CO2 efflux in drip-irrigated old and young citrus orchards and its dependence on biotic and abiotic factors. Geoderma 294:29–37

    Article  CAS  Google Scholar 

  • Greenway H, Gibbs J (2003) Review: mechanisms of anoxia tolerance in plants. II. Energy requirements for maintenance and energy distribution to essential processes. Funct Plant Biol 30:999–1036

    Article  CAS  Google Scholar 

  • Grimshaw H, Allen S, Parkinson J (1989) Nutrient elements. In: Allen S (ed) Chemical analysis of ecological materials. Blackwell Scientific Publications, Oxford, pp 81-159

  • Han G, Zhou G, Xu Z, Yang Y, Liu J, Shi K (2007) Biotic and abiotic factors controlling the spatial and temporal variation of soil respiration in an agricultural ecosystem. Soil Biol Biochem 39:418–425

    Article  CAS  Google Scholar 

  • Han M, Shi B, Jin G (2016) Temporal variations of soil respiration at multiple timescales in a spruce-fir valley forest, northeastern China. J Soils Sediments 16:2385–2394

    Article  CAS  Google Scholar 

  • Hanpattanakit P, Leclerc MY, McMillan AMS, Limtong P, Maeght J-L, Panuthai S, Inubushi K, Chidthaisong A (2015) Multiple timescale variations and controls of soil respiration in a tropical dry dipterocarp forest, western Thailand. Plant Soil 390:167–181

    Article  CAS  Google Scholar 

  • Herbst M, Bornemann L, Graf A, Welp G, Vereecken H, Amelung W (2011) A geostatistical approach to the field-scale pattern of heterotrophic soil CO2 emission using covariates. Biogeochemistry 111:377–392

    Article  CAS  Google Scholar 

  • Hill PW, Garnett MH, Farrar J, Iqbal Z, Khalid M, Soleman N, Jones DL (2015) Living roots magnify the response of soil organic carbon decomposition to temperature in temperate grassland. Glob Chang Biol 21:1368–1375

    Article  Google Scholar 

  • Jin G, Liu Z, Cai H, Tai B, Jiang X, Liu Y (2009) Coarse woody debris (CWD) in a spruce-fir valley forest in Xiao xingan mountains, China (in Chinese with English abstract). J Nat Resour 24:1256–1266

    Google Scholar 

  • Jing Z, Chen R, Wei S, Feng Y, Zhang J, Lin X (2017) Response and feedback of C mineralization to P availability driven by soil microorganisms. Soil Biol Biochem 105:111–120

    Article  CAS  Google Scholar 

  • Jurasinski G, Jordan A, Glatzel S (2012) Mapping soil CO2 efflux in an old-growth forest using regression kriging with estimated fine root biomass as ancillary data. For Ecol Manag 263:101–113

    Article  Google Scholar 

  • Katayama A, Kume T, Komatsu H, Ohashi M, Nakagawa M, Yamashita M, Otsuki K, Suzuki M, Kumagai TO (2009) Effect of forest structure on the spatial variation in soil respiration in a Bornean tropical rainforest. Agric For Meteorol 149:1666–1673

    Article  Google Scholar 

  • Kukumägi M, Ostonen I, Uri V, Helmisaari HS, Kanal A, Kull O, Lõhmus K (2016) Variation of soil respiration and its components in hemiboreal Norway spruce stands of different ages. Plant Soil 414:265–280

    Article  CAS  Google Scholar 

  • Li D, Fan J, Zhang X, Xu X, He N, Wen X, Sun X, Blagodatskaya E, Kuzyakov Y (2017) Hydrolase kinetics to detect temperature-related changes in the rates of soil organic matter decomposition. Eur J Soil Biol 81:108–115

    Article  CAS  Google Scholar 

  • Liu C, Liu Y, Jin G (2014) Seasonal dynamics of soil microbial biomass in six forest types in Xiaoxing’an mountains, China (in Chinese with English abstract). Acta Ecol Sin 34:1–9

    Article  Google Scholar 

  • Luan J, Liu S, Zhu X, Wang J, Liu K (2012) Roles of biotic and abiotic variables in determining spatial variation of soil respiration in secondary oak and planted pine forests. Soil Biol Biochem 44:143–150

    Article  CAS  Google Scholar 

  • Luo Y, Zhou X (2006) Soil respiration and the environment. Academic Press/Elsevier, San Diego

  • Martin JG, Bolstad PV (2009) Variation of soil respiration at three spatial scales: components within measurements, intra-site variation and patterns on the landscape. Soil Biol Biochem 41:530–543

    Article  CAS  Google Scholar 

  • Meyer N, Welp G, Bornemann L, Amelung W (2017) Microbial nitrogen mining affects spatio-temporal patterns of substrate-induced respiration during seven years of bare fallow. Soil Biol Biochem 104:175–184

    Article  CAS  Google Scholar 

  • Moyes AB, Bowling DR (2012) Interannual variation in seasonal drivers of soil respiration in a semi-arid Rocky Mountain meadow. Biogeochemistry 113:683–697

    Article  Google Scholar 

  • Ngao J, Epron D, Delpierre N, Bréda N, Granier A, Longdoz B (2012) Spatial variability of soil CO2 efflux linked to soil parameters and ecosystem characteristics in a temperate beech forest. Agric For Meteorol 154-155:136–146

    Article  Google Scholar 

  • Prolingheuer N, Scharnagl B, Graf A, Vereecken H, Herbst M (2014) On the spatial variation of soil rhizospheric and heterotrophic respiration in a winter wheat stand. Agric For Meteorol 195:24–31

    Article  Google Scholar 

  • Pu X, Zhu Y, Jin G (2017) Effects of local biotic neighbors and habitat heterogeneity on seedling survival in a spruce-fir valley forest, northeastern China. Ecol Evol 7:4582–4591

    Article  Google Scholar 

  • Raich JW, Potter CS, Bhagawati D (2002) Interannual variability in global soil respiration, 1980-94. Glob Chang Biol 8:800–812

    Article  Google Scholar 

  • Reichstein M, Rey A, Freibauer A, Tenhunen J, Valentini R, Banza J, Casals P, Cheng Y, Grünzweig JM, Irvine J, Joffre R, Law BE, Loustau D, Miglietta F, Oechel W, Ourcival JM, Pereira JS, Peressotti A, Ponti F, Qi Y, Rambal S, Rayment M, Romanya J, Rossi F, Tedeschi V, Tirone G, Xu M, Yakir D (2003) Modeling temporal and large-scale spatial variability of soil respiration from soil water availability, temperature and vegetation productivity indices. Glob Biogeochem Cycles 17:1104

    Article  CAS  Google Scholar 

  • Savage K, Davidson EA, Tang J (2013) Diel patterns of autotrophic and heterotrophic respiration among phenological stages. Glob Chang Biol 19:1151–1159

    Article  CAS  Google Scholar 

  • Schiedung H, Tilly N, Hütt C, Welp G, Brüggemann N, Amelung W (2017) Spatial controls of topsoil and subsoil organic carbon turnover under C3–C4 vegetation change. Geoderma 303:44–51

    Article  CAS  Google Scholar 

  • Schliemann SA, Bockheim JG (2014) Influence of gap size on carbon and nitrogen biogeochemical cycling in northern hardwood forests of the upper peninsula, Michigan. Plant Soil 377:323–335

    Article  CAS  Google Scholar 

  • Schmidt MW, Torn MS, Abiven S, Dittmar T, Guggenberger G, Janssens IA, Kleber M, Kogel-Knabner I, Lehmann J, Manning DA, Nannipieri P, Rasse DP, Weiner S, Trumbore SE (2011) Persistence of soil organic matter as an ecosystem property. Nature 478:49–56

    Article  CAS  Google Scholar 

  • Shi B, Gao W, Cai H, Jin G (2016) Spatial variation of soil respiration is linked to the forest structure and soil parameters in an old-growth mixed broadleaved-Korean pine forest in northeastern China. Plant Soil 400:263–274

    Article  CAS  Google Scholar 

  • Smith KA, Ball T, Conen F, Dobbie KE, Massheder J, Rey A (2003) Exchange of greenhouse gases between soil and atmosphere: interactions of soil physical factors and biological processes. Eur J Soil Sci 54:779–791

    Article  Google Scholar 

  • Søe ARB, Buchmann N (2005) Spatial and temporal variations in soil respiration in relation to stand structure and soil parameters in an unmanaged beech forest. Tree Physiol 25:1427–1436

    Article  Google Scholar 

  • Soil Survey Staff (2014) Keys to soil taxonomy, 12th edn. USDA Natural Resources Conservation Service, Washington, DC

    Google Scholar 

  • Suchewaboripont V, Ando M, Iimura Y, Yoshitake S, Ohtsuka T (2015) The effect of canopy structure on soil respiration in an old-growth beech-oak forest in central Japan. Ecol Res 30:867–877

    Article  Google Scholar 

  • Suchewaboripont V, Ando M, Yoshitake S, Iimura Y, Hirota M, Ohtsuka T (2017) Spatial upscaling of soil respiration under a complex canopy structure in an old-growth deciduous forest, central Japan. Forests 8:36

    Article  Google Scholar 

  • Vitousek PM, Porder S, Houlton BZ, Chadwick OA (2010) Terrestrial phosphorus limitation: mechanisms, implications, and nitrogen–phosphorus interactions. Ecol Appl 20:5–15

    Article  Google Scholar 

  • Wang C, Yang J, Zhang Q (2006) Soil respiration in six temperate forests in China. Glob Chang Biol 12:2103–2114

    Article  Google Scholar 

  • Xu M, Qi Y (2001) Soil-surface CO2 efflux and its spatial and temporal variations in a young ponderosa pine plantation in northern California. Glob Chang Biol 7:667–677

    Article  Google Scholar 

  • Zhou L, Zhou X, Shao J, Nie Y, He Y, Jiang L, Wu Z, Hosseini Bai S (2016) Interactive effects of global change factors on soil respiration and its components: a meta-analysis. Glob Chang Biol 22:3157–3169

    Article  Google Scholar 

  • Zhou Z, Wang C, Jin Y (2017) Stoichiometric responses of soil microflora to nutrient additions for two temperate forest soils. Biol Fertil Soils 53:397–406

    Article  CAS  Google Scholar 

  • Zhu B, Gutknecht JLM, Herman DJ, Keck DC, Firestone MK, Cheng W (2014) Rhizosphere priming effects on soil carbon and nitrogen mineralization. Soil Biol Biochem 76:183–192

    Article  CAS  Google Scholar 

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Acknowledgements

This work was financially supported by Fundamental Research Funds for Central Universities (2572017EA02) and the Program for Changjiang Scholars and Innovative Research Team in Universities (IRT_15R09). We are grateful to the comments and suggestions from the editor and two anonymous reviewers. We would like to express gratitude to our colleagues who provided assistance with the field work.

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Correspondence to Guangze Jin.

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Responsible editor: Yongfu Li

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Han, M., Shi, B. & Jin, G. Spatial patterns of soil respiration in a spruce-fir valley forest, Northeast China. J Soils Sediments 19, 10–22 (2019). https://doi.org/10.1007/s11368-018-2018-z

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