PDF
Abstract
This study was conducted in a fire-prone region in the Greater Xing’an Mountains, the primary forested area of northeastern China. We measured soil respiration and the affecting soil factors, i.e., soil microbial biomass and soil moisture, within an experimental plot of Larix gmelinii Rupr. A low-intensity, prescribed fire was applied as the treatment. Traditional descriptive statistics and geostatistics were used to analyze the spatial heterogeneity of soil respiration and the response of respiration to fire disturbance. Coefficients of variation (CVs) for pre-fire and post-fire soil respiration were 23.4 and 32.0 %, respectively. CVs for post-fire soil respiration increased significantly, with a moderate variation of all CVs. Soil respiration pre-fire was significantly correlated with soil microbial biomass carbon, biomass nitrogen, and soil moisture (W); post-fire soil respiration was not correlated with these factors. From the geostatistical analyses, the C 0 + C (sill) for post-fire soil respiration increased significantly, indicating that the post-fire spatial heterogeneity of soil respiration increased significantly. The nugget effect (n c) of soil respiration and the affecting factors pre-fire and post-fire disturbance were in the range of 12.5–50 %, with strong spatial autocorrelation. Fire disturbance changed the components of spatial heterogeneity, and the proportion of functional heterogeneity increased significantly post-fire. The ranges (a) for pre-fire and post-fire soil respiration were 81.0 and 68.2 m, respectively. The homogeneity of the distribution of post-fire soil respiration decreased and the spatial heterogeneity increased, thus the range for post-fire soil respiration decreased significantly. The fractal dimension (D) for soil respiration increased post-fire, the spatial heterogeneity of soil respiration affected by random components increased, indicating that the change in spatial heterogeneity of post-fire soil respiration should be considered within the scale of the forest stand. Following Kriging interpolation, the increase in the patchiness of post-fire soil respiration was illustrated using a contour map. Based on these preliminary results, the change in the spatial heterogeneity of post-fire soil respiration was likely caused by changes in the distribution of soil moisture and microbial activity within the experimental plot at the scale of the forest stand.
Keywords
Prescribed fire
/
Soil respiration
/
Spatial heterogeneity
/
Larix gmelinii forest
Cite this article
Download citation ▾
Haiqing Hu, Tongxin Hu, Long Sun.
Spatial heterogeneity of soil respiration in a Larix gmelinii forest and the response to prescribed fire in the Greater Xing′an Mountains, China.
Journal of Forestry Research, 2016, 27(5): 1153-1162 DOI:10.1007/s11676-016-0215-4
| [1] |
Adachi M, Ishida A, Bunyavejchewin S, Okuda T. Spatial and temporal variation in soil respiration in a seasonally dry tropical forest, Thailand. J Trop Ecol, 2009, 25: 531-539.
|
| [2] |
Aiken RM, Jawson MD, Grahammer K, Polymenopoulos AD. Positional, spatially correlated and random components of variability in carbon dioxide efflux. J Environ Qual, 1991, 20: 301-308.
|
| [3] |
Allaire SE, Lange SF, Lafond JA, Pelletier B, Cambouris AN, Dutilleul P. Multiscale spatial variability of CO2 emissions and correlations with physico-chemical soil properties. Geoderma, 2012, 170: 251-260.
|
| [4] |
Burgess TM, Webster R. Optimal interpolation and isarithmic mapping of soil properties. ii. block kriging. J Soil Sci, 1980, 32: 643-659.
|
| [5] |
Cambardella CA, Moorman TB, Parkin TB, Karlen DL, Novak JM, Turco RF, Konopka AE. Field-scale variability of soil properties in central Iowa soils. Soil Sci Soc Am J, 1994, 58: 1501-1511.
|
| [6] |
Davidson EA, Janssens IA, Luo Y. On the variability of respiration in terrestrial ecosystems: moving beyond Q10. Glob Change Biol, 2006, 12: 154-164.
|
| [7] |
Debouzie D, Bendjedid A, Bensid T, Gautier N. Stipa tenacissima aerial biomass estimated at regional scale in an Algerian steppe, using geostatistical tools. Plant Ecol, 1996, 124: 173-181.
|
| [8] |
Dore S, Fry DL, Stephens SL. Spatial heterogeneity of soil co2 efflux after harvest and prescribed fire in a California mixed conifer forest. For Ecol Manag, 2014, 319: 150-160.
|
| [9] |
Dormann CF, McPherson JM, Araújo BM, Bivand R, Bolliger J. Methods to account for spatial autocorrelation in the analysis of species distributional data: a review. Ecography, 2007, 30: 609-628.
|
| [10] |
Dumontet S, Dinel H, Scopa A, Mazzatura A. Post-fire soil microbial biomass and nutrient content of a pine forest soil from a dunal Mediterranean environment. Soil Biol Biochem, 1996, 28: 1467-1475.
|
| [11] |
Epron D, Nouvellon Y, Roupsard O, Mouvondy W, Mabiala A, Saint-André L, Hamel O. Spatial and temporal variations of soil respiration in a Eucalyptus plantation in Congo. For Ecol Manag, 2004, 202: 149-160.
|
| [12] |
Fang C, Moncrieff JB, Gholz HL, Clark KL. Soil CO2 efflux and its spatial variation in a Florida slash pine plantation. Plant Soil, 1998, 205: 135-146.
|
| [13] |
Flannigan MD, Krawchuk MA, de Groot WJ, Wotton BM. Implications of changing climate for global wildland fire. Int J Wildland Fire, 2009, 18: 483-507.
|
| [14] |
French NH, Goovaerts P, Kasischke ES. Uncertainty in estimating carbon emissions from boreal forest fires. J Geophys Res, 2004, 109(D14S08): 1-12.
|
| [15] |
Guo D, Mou P, Jones RH, Mitchell RJ. Temporal changes in spatial patterns of soil moisture following disturbance: an experimental approach. J Ecol, 2002, 90: 338-347.
|
| [16] |
Halvorson JJ, Bolton H Jr, Smith JL. Geostatistical analysis of resource islands under Artemisia tridentata in the shrub-steppe. West North Am Nat, 1994, 54: 313-328.
|
| [17] |
Hanson PJ, Wullschleger SD, Bohlman SA, Todd DE. Seasonal and topographic patterns of forest floor CO2 efflux from an upland oak forest. Tree Physiol, 1993, 13: 1-15.
|
| [18] |
Herbst M, Prolingheuer N, Graf A, Huisman JA, Weihermüller L, Vanderborght J. Characterization and understanding of bare soil respiration spatial variability at plot scale. Vadose Zone J, 2009, 8: 762-771.
|
| [19] |
Hinzman LD, Fukuda M, Sandberg DV, Chapin FS III. Frostfire: an experimental approach to predicting the climate feedbacks from the changing boreal fire regime. J Geophys Res, 2003, 108 FFR-9
|
| [20] |
Högberg P. Is tree root respiration more sensitive than heterotrophic respiration to changes in soil temperature. New Phytol, 2010, 188: 9-10.
|
| [21] |
Hu HQ, Wei SJ. Estimation of carbon emissions due to forest fire in Daxing’ an Mountian from 1965 to 2010. Chin J Plant Ecol, 2012, 36: 629-644.
|
| [22] |
Hungate BA, Hart SC, Selmants PC. Soil responses to management, increased precipitation, and added nitrogen in ponderosa pine forests. Ecol Appl, 2007, 17: 1352-1365.
|
| [23] |
IPCC Climate change 1995. The Science of Climate Change. 1996, Cambridge: Cambridge University Press, 572.
|
| [24] |
Isaaks EH, Srivastava RM. An introduction to applied geostatistics. 1989, New York: Oxford University Press, 34.
|
| [25] |
Jiang R, Sun L, Hu HQ. The seasonal dynamics of soil microbial biomass of a Larix gmelinii forest after wildfire. Afr J Microbiol Res, 2012, 6: 2328-2337.
|
| [26] |
Jordan A, Jurasinski G, Glatzel S. Small scale spatial heterogeneity of soil respiration in an old growth temperate deciduous forest. Biogeosci Discuss, 2009, 6: 9977-10005.
|
| [27] |
Kasischke ES, Johnstone JF. Variation in postfire organic layer thickness in a black spruce forest complex in interior Alaska and its effects on soil temperature and moisture. Can J For Res, 2005, 35: 2164-2177.
|
| [28] |
Katayama A, Kume T, Komatsu H. Effect of forest structure on the spatial variation in soil respiration in a Bornean tropical rainforest. Agric For Meteorol, 2009, 149: 1666-1673.
|
| [29] |
Kelsey KC, Wickland KP, Striegl RG, Neff JC. Variation in soil carbon dioxide efflux at two spatial scales in a topographically complex boreal forest. Arct Antarct Alp Res, 2012, 44: 457-468.
|
| [30] |
Khomik M, Arain MA, McCaughey JH. Temporal and spatial variability of soil respiration in a boreal mixedwood forest. Agric For Meteorol, 2006, 140: 244-256.
|
| [31] |
Kobziar LN, Stephens SL. The effects of fuels treatments on soil carbon respiration in a Sierra Nevada pine plantation. Agric For Meteorol, 2006, 141: 161-178.
|
| [32] |
Kosugi Y, Mitani T, Itoh M, Noguchi S. Spatial and temporal variation in soil respiration in a Southeast Asian tropical rainforest. Agric For Meteorol, 2007, 147: 35-47.
|
| [33] |
Lavoie M, Mack MC. Spatial heterogeneity of understory vegetation and soil in an Alaskan upland boreal forest fire chronosequence. Biogeochemistry, 2012, 107: 227-239.
|
| [34] |
Lee H, Schuur EA, Vogel JG, Lavoie M, Bhadra D, Staudhammer CL. A spatially explicit analysis to extrapolate carbon fluxes in upland tundra where permafrost is thawing. Glob Change Biol, 2011, 17: 1379-1393.
|
| [35] |
Loehman RA, Reinhardt E, Riley KL. Wildland fire emissions, carbon, and climate: seeing the forest and the trees—a cross-scale assessment of wildfire and carbon dynamics in fire-prone, forested ecosystems. For Ecol Manag, 2014, 317: 9-19.
|
| [36] |
Luan J, Liu S, Zhu X, Wang J. Roles of biotic and abiotic variables in determining spatial variation of soil respiration in secondary oak and planted pine forests. Soil Biol Biochem, 2012, 44: 143-150.
|
| [37] |
Lundegårdh H. Carbon dioxide evolution of soil and crop growth. Soil Sci, 1927, 23: 417-453.
|
| [38] |
Martin JG, Bolstad PV. Variation of soil respiration at three spatial scales: components within measurements, intra-site variation and patterns on the landscape. Soil Biol Biochem, 2009, 41: 530-543.
|
| [39] |
Mary B, Recous S, Robin D. A model for calculating nitrogen fluxes in soil using 15N tracing. Soil Biol Biochem, 1998, 30: 1963-1979.
|
| [40] |
Matheron G. Principles of geostatistics. Econ Geol, 1963, 58: 1246-1266.
|
| [41] |
Metcalfe DB, Meir P, Aragao LEOC, Malhi Y, Da Costa ACL, Braga A, Williams M. Factors controlling spatio-temporal variation in carbon dioxide efflux from surface litter, roots, and soil organic matter at four rain forest sites in the eastern Amazon. J Geophys Res, 2007, 112(G04001): 1-9.
|
| [42] |
Morris SJ. Spatial distribution of fungal and bacterial biomass in southern Ohio hardwood forest soils: fine scale variability and microscale patterns. Soil Biol Biochem, 1999, 31: 1375-1386.
|
| [43] |
Neary DG, Klopatek CC, DeBano LF. Fire effects on belowground sustainability: a review and synthesis. For Ecol Manag, 1999, 122: 51-71.
|
| [44] |
Ngao J, Epron D, Delpierre N, Bréda N, Granier A, Longdoz B. Spatial variability of soil CO2 efflux linked to soil parameters and ecosystem characteristics in a temperate beech forest. Agric For Meteorol, 2012, 154: 136-146.
|
| [45] |
Nilsson KS, Hyvönen R, Agren GI. Using the continuous-quality theory to predict microbial biomass and soil organic carbon following organic amendments. Eur J Soil Sci, 2005, 56: 397-406.
|
| [46] |
Ohashi M, Kumagai TO, Kume T, Gyokusen K, Saitoh TM, Suzuki M. Characteristics of soil CO2 efflux variability in a seasonal tropical rainforest in Borneo Island. Biogeochemistry, 2008, 90: 275-289.
|
| [47] |
O’Neill K, Kasischke E, Richter D. Environmental controls on soil CO2 flux following fire in black spruce, white spruce, and aspen stands of interior Alaska. Can J For Res, 2002, 32: 1525-1541.
|
| [48] |
Phillips JD. Measuring complexity of environmental gradients. Plant Ecol, 1986, 64: 95-102.
|
| [49] |
Piao SL, Ciais P, Friedlingstein P, Peylin P, Reichstein M, Luyssaert S, Margolis H, Fang JY, Barr A, Chen AP, Grelle A, Hollinger DY, Laurila T, Lindroth A, Richardson AD, Vesala T. Net carbon dioxide losses of northern ecosystems in response to autumn warming. Nature, 2008, 451: 49-52.
|
| [50] |
Pringle MJ, Lark RM. Spatial analysis of model error, illustrated by soil carbon dioxide emissions. Vadose Zone J, 2006, 5: 168-183.
|
| [51] |
Prolingheuer N, Scharnagl B, Graf A, Vereecken H, Herbst M. Spatial and seasonal variability of heterotrophic and autotrophic soil respiration in a winter wheat stand. Biogeosci Discuss, 2010, 7: 9137-9173.
|
| [52] |
Rayment M, Jarvis P. Temporal and spatial variation of soil CO2 efflux in a Canadian boreal forest. Soil Biol Biochem, 2000, 32: 35-45.
|
| [53] |
Ricardo A. Optimal contour mapping using universal kriging. J Geophys Res, 1974, 79: 695-702.
|
| [54] |
Rocha AV, Shaver GR. Burn severity influences postfire CO2 exchange in arctic tundra. Ecol Appl, 2011, 21: 477-489.
|
| [55] |
Rochette P, Desjardins RL, Pattey E. Spatial and temporal variability of soil respiration in agricultural fields. Can J Soil Sci, 1991, 71: 189-196.
|
| [56] |
Rodríguez A, Durán J, Fernández-Palacios JM, Gallardo A. Wildfire changes the spatial pattern of soil nutrient availability in Pinus canariensis forests. Ann For Sci, 2009, 66: 1-7.
|
| [57] |
Rossi RE, Mulla DJ, Franz EH. Geostatistical tools for modeling and interpreting ecological spatial dependence. Ecol Monogr, 1992, 62: 277-314.
|
| [58] |
Ruehr NK, Knohl A, Buchmann N. Environmental variables controlling soil respiration on diurnal, seasonal and annual time-scales in a mixed mountain forest in Switzerland. Biogeochemistry, 2010, 98: 153-170.
|
| [59] |
Russell CA, Voroney RP. Carbon dioxide efflux from the floor of a boreal aspen forest. I. Relationship to environmental variables and estimates of C respired. Can J Soil Sci, 1998, 78: 301-310.
|
| [60] |
Schlesinger WH. Biogeochemistry: an analysis of global change. 1997, Waltham: Academic press, 353.
|
| [61] |
Schwendenmann L, Veldkamp E, Brenes T, O’Brien JJ. Spatial and temporal variation in soil CO2 efflux in an old-growth neotropical rain forest, La Selva, Costa Rica. Biogeochemistry, 2003, 64: 111-128.
|
| [62] |
Scott-Denton LE, Sparks KL, Monson RK. Spatial and temporal controls of soil respiration rate in a high-elevation, subalpine forest. Soil Biol Biochem, 2003, 35: 525-534.
|
| [63] |
Shi B, Jin G, Wang Z. Temporal and spatial variability in soil respiration in five temperature forests in Xiaoxing’ an Mountains, China. Acta Ecol Sin, 2012, 32: 5416-5428.
|
| [64] |
Smithwick EAH, Mack MC, Turner MG, Iii FSC, Zhu J. Spatial heterogeneity and soil nitrogen dynamics in a burned black spruce forest stand: distinct controls at different scales. Biogeochemistry, 2005, 76: 517-537.
|
| [65] |
Søe AR, Buchmann N. Spatial and temporal variations in soil respiration in relation to stand structure and soil parameters in an unmanaged beech forest. Tree Physiol, 2005, 25: 1427-1436.
|
| [66] |
Song QH, Tan ZH, Zhang YP, Cao M, Sha LQ, Tang Y, Deng XB. Spatial heterogeneity of soil respiration in a seasonal rainforest with complex terrain. iFor Biogeosci For, 2013, X1: 65-72.
|
| [67] |
Stoyan H, De-Polli H, Böhm S, Robertson GP. Spatial heterogeneity of soil respiration and related properties at the plant scale. Plant Soil, 2000, 222: 203-214.
|
| [68] |
Tedeschi V, Rey ANA, Manca G, Valentini R, Jarvis PG, Borghetti M. Soil respiration in a Mediterranean oak forest at different developmental stages after coppicing. Glob Change Biol, 2006, 12: 110-121.
|
| [69] |
Van den Pol-van Dasselaar A, Corre WJ, Prieme A, Klemedtsson ÅK, Weslien P, Klemedtsson L, Oenema O. Spatial variability of methane, nitrous oxide, and carbon dioxide emissions from drained grasslands. Soil Sci Soc Am J, 1998, 62: 810-817.
|
| [70] |
Wang ZQ. Geostatistics and its application in ecology. 1999, Beijing: Science Press, 97.
|
| [71] |
Wang C, Yang J, Zhang Q. Soil respiration in six temperate forests in China. Glob Change Biol, 2006, 12: 2103-2114.
|
| [72] |
Webster R. Stewart BA. Quantitative spatial analysis of soil in the field. Advances in soil science. 1985, New York: Springer, 1 70
|
| [73] |
Xu M, Qi Y. Spatial and seasonal variations of Q10 determined by soil respiration measurements at a Sierra Nevadan forest. Glob Biogeochem Cycles, 2001, 15: 687-696.
|
| [74] |
Yim MH, Joo SJ, Shutou K, Nakane K. Spatial variability of soil respiration in a larch plantation: estimation of the number of sampling points required. For Ecol Manag, 2003, 175: 585-588.
|
| [75] |
You W, Wei W, Zhang H, Yan T, Xing Z. Temporal patterns of soil CO2 efflux in a temperate Korean Larch (Larix olgensis Herry) plantation, Northeast China. Trees, 2013, 27: 1417-1428.
|
| [76] |
Zhang M, Hu HQ. The effect of forest on microorganism in soil. J Northeast For Univ, 2002, 30: 44-46.
|
| [77] |
Zhang YH, Li HJ, Rong YM. Study on spatial heterogeneity of soil respiration in Taiyuan Basin. Acta Ecol Sin, 2010, 30: 6606-6612.
|