Abstract
Purpose
We sought to identify the effects of elevationally (1560−2160 m) driven climate (mean annual air temperatures of + 4.0 to + 10 oC and mean annual precipitation of 900–1200 mm), forest type and soil property variations on soil greenhouse gas (GHG) fluxes in the Qinling Mountains, China.
Methods
Soil GHGs were monitored at five temperate forest sites using static chambers for two full years. The related edaphoclimatic parameters were also monitored.
Results
The cumulative soil CO2 and N2O emissions and the CH4 uptake from the five sites ranged between 3.82 to 7.48 t CO2-C ha−1 yr−1, 1.19 to 2.25 kg N2O-N ha−1 yr−1, and 0.89 to 5.67 kg CH4-C ha−1 year−1, respectively. Average soil CO2 emissions decreased with increasing site elevation, whereas CH4 and N2O fluxes showed no clear relationship with site elevation. All sites were net CH4 sinks. Occasionally, soils switched to net sources of CH4 during summer or autumn rainfall events at all sites. All sites were net N2O sources although short periods of soil N2O uptake were observed during freeze–thaw cycles and during summer rainfall. The source strength of N2O and CH4 differed during summer and winter and snowfall which had direct effects on soil water content.
Conclusions
Site elevation could be used as a predictive variable for constructing regional soil CO2 emissions budgets, whereas soil CH4 and N2O fluxes are driven by a more complex interplay of climatic and soil biochemical variables, which are more difficult to integrate on a regional scale.
Similar content being viewed by others
Data Availability
The code and data will be provided to anyone upon request. You can contact with the first author Junzhu Pang (pangjunzhu@126.com).
References
Angel R, Claus P, Conrad R (2012) Methanogenic archaea are globally ubiquitous in aerated soils and become active under wet anoxic conditions. ISME J 6:847–862
Baldos AP, Corre MD, Veldkamp AE (2015) Response of N cycling to nutrient inputs in forest soils across a 1000–3000 elevation gradient in the Ecuadorian Ands. Ecology 96(3):749–761
Bao SD (2000) Soil and Agricultural Chemistry Analysis (in Chinese), 3rd edn. Chinese Agricultural Press, Beijing
Barrena I, Menéndez S, Duñabeitia M, Merino P, Stange CF, Spott O, González-Murua C, Estavillo JM (2013) Greenhouse gas fluxes (CO2, N2O and CH4) from forest soils in the Basque Country: Comparison of different tree species and growth stages. For Ecol Manag 310:600–611
Borken W, Beese F (2006) Methane and nitrous oxide fluxes of soils in pure and mixed stands of European beech and Norway spruce. Eur J Soil Sci 57:617–625
Borken W, Savage K, Davidson EA, Trumbore SE (2006a) Effects of experimental drought on soil respiration and radiocarbon efflux from a temperate forest soil. Glob Chang Biol 12:177–193
Borken W, Davidson EA, Savage K, Sundquist ET, Steudler P (2006b) Effects of summer throughfall exclusion, summer drought and winter snow cover on methane fluxes in a temperate forest soil. Soil Biol Biochem 38:1388–1395
Borken W, Matzner E (2009) Reappraisal of drying and wetting effects on C and N mineralization and fluxes in soils. Glob Chang Biol 15:808–824
Bowden RD, Rullo G, Stevens GR, Steudler PA (2000) Soil fluxes of carbon dioxide, nitrous oxide and methane at a productive temperate deciduous forest. J Environ Qual 29:268–276
Breuer L, Butterbach-Bahl K (2005) Local temperature optimum of N2O production rates in tropical rain forest soils of Australia. Aust J Soil Res 43:689–694
Breuer L, Papen H, Butterbach-Bahl K (2000) N2O emission from tropical forest soils of Australia. J Geophys Res 105:26353–26367
Brewer PE, Calderón F, Vigil M, von Fischer JC (2018) Impacts of moisture, soil respiration, and agricultural practices on methanogenesis in upland soils as measured with stable isotope pool dilution. Soil Biol Biochem 127:239–251
Brumme R, Broken W, Finke S (1999) Hierarchical control on nitrous oxide emission in forest ecosystems. Glob Biogeochem Cycles 13:1137–1148
Butterbach-Bahl K (2002) CH4. In: Gasche R, Papen H, Renenberg H (eds) Trace gas exchange in forest ecosystem. Kluwer Academic Publishers, Netherland, pp 141–156
Butterbach-Bahl K, Baggs EM, Dannenmann M, Kiese R, Zechmeister-Boltenstern S (2013) Nitrous oxide emissions from soils: how well do we understand the processes and their controls? Phil Trans R Soc B 368:20130122
Chapin III FS, Matson PA, Vitousek PM (2011) Principles of Terrestrial Ecosystem Ecology, 2nd edn. Springer, New York
Chapuis-Lardy L, Wrage N, Metay A, Chottes JL, Bernouxs M (2007) Soils, a sink for N2O? a review. Glob Chang Biol 13:1–17
Conrad R (1996) Soil microorganisms as controllers of atmospheric trace gases (H2, CO, CH4, OCS, N2O and NO). Microbial Rev 60:609–640
Dalal RC, Allen DE (2008) Greenhouse gas fluxes from natural ecosystems. Aust J Bot 56:396–407
Dang KL, Zhang CL, Chen HB, Han FL, Yu QZ (2006) Spatial distribution and variation pattern of soil fertility at different altitude on south slope of Qinling Mountains. Sci Silva Sin 42(1):16–21 ((in Chinese))
Davidson EA, Belk E, Boone RD (1998) Soil water content and temperature as independent or confounded factors controlling soil respiration in a temperate mixed hardwood forest. Glob Chang Biol 4:217–227
Davidson EA, Eckert RW, Hart SC, Firestone MK (1989) Direct extraction of microbial biomass nitrogen from forest and grassland soils of California. Soil Biol Biochem 21:773–778
Davidson EA, Keller M, Erickson HE, Verchot LV, Veldkamp E (2000) Testing a conceptual model of soil emission of nitrous and nitric oxides. Bioscience 50:667–680
Erickson HE, Perakis SS (2014) Soil fluxes of methane, nitrous oxide and nitric oxide from aggrading forests in coastal Oregon. Soil Biol Biochem 76:268–277
Feng HL, Guo JH, Han MH, Wang WF, Peng CH, Jin JX, Song XZ, Yu SQ (2020) A review of the mechanisms and controlling factors of methane dynamics in forest ecosystems. Forest Ecol Manag 455:117702
Forestry Industry Standard of the People's Republic of China, HJ/T 166-2004 (2004) China Quality and Standards Publishing &Media. Beijing
Griffiths FP, Madritch MD, Swanson AK (2009) The effects of topography on forest soil characteristics in the Oregon Cascade Mountains (USA): Implications for the effects of climate change on soil properties. For Ecol Manag 257:1–7
Groffman PM, Brumme R, Butterbach-Bahl K, Dobbie KE, Mosier AR, Ojima D, Papen H, Parton WJ, Smith KA, Wagner-Riddle C (2000) Evaluating annual nitrous oxide fluxes at the ecosystem level. Glob Biogeochem Cycles 14:1061–1070
Groffman PM, Hardy JP, Fisk MC, Fahey TJ, Driscoll CT (2009) Climate variation and soil carbon and nitrogen cycling processes in a northern hardwood forest. Ecosystems 12:927–943
IPCC (2013) Climate Change 2013: The Physical Science Basis. Contribution of Working group I to the Fifth Assessment Report of the Intergovernmental Panel on Climate Change. Cambridge University Press, Cambridge, United Kingdom and New York, NY, USA
IPCC (2021) Climate Change 2021: The Physical Science Basis. Contribution of Working Group I to the Sixth Assessment Report of the Intergovernmental Panel on Climate Change. Cambridge University Press, Cambridge, United Kingdom and New York, NY, USA
Itoh M, Ohte N, Koba K (2009) Methane flux characteristics in forest soils under an East Asian monsoon climate. Soil Biol Biochem 41:388–395
Jauhiainen J, Alm J, Bjarnadottir B et al (2019) Reviews and syntheses: Greenhouse gas exchange data from drained organic forest soils – a review of current approaches and recommendations for future research. Biogeosciences 16:4687–4703
Kobler J, Zehetgruber B, Dirnböck T, Jandl R, Mirtl M, Schindlbacher A (2019) Effects of aspect and altitude on carbon cycling processes in a temperate mountain forest catchment. Landscape Ecol 34:325–340
Koh H-S, Ochs CA, Yu K (2009) Hydrologic gradient and vegetation controls on CH4 and CO2 fluxes in a spring-fed forested wetland. Hydrobiologia 630:271–286
Li YT, Pang JZ, Peng CH, Zhang SX, Hou L, Chen SJ, Wang XK, Zhang HX (2017) NO flux in forest soil at different elevation of Huoditang area in the Qinling Mountains. J Northeast For Univ 45(2):42–49 ((in Chinese))
Liu XQ, Zhang ZW, Shen BG, Wang YP (2012) Estimation of economic values of water conservation function by forest in Qinling national ecology function zone. Bull Soil Water Conserv 32(1):177–180 ((in Chinese))
Liu XP, Zhang WJ, Hu CS, Tang XG (2013) Soil greenhouse gas fluxes from different tree species on Taihang Mountain, North China. Biogeosci Discuss 10:11037–11076
Lohila A, Aalto T, Aurela M, Hatakka J (2016) Large contribution of boreal upland forest soils to a catchment–scale CH4 balance in a wet year. Geophys Res Lett 43 https://doi.org/10.1002/2016GL067718
Luo GJ, Brüggemann N, Wolf B, Gache R, Grote R, Butterbach-Bahl K (2012) Decadal variability of soil CO2, NO, N2O, and CH4 fluxes at the Höglwald Forest, Germany. Biogeosciences 9:1741–1763
Luo YQ, Zhou XH (2006) Soil Respiration and the Environment. Elsevier, San Diego
Medinets S, Gasche R, Skiba U, Schindlbacher A, Kiese R, Butterbach-Bah K (2016) Cold season soil NO fluxes from a temperate forest: drivers and contribution to annual budgets. Environ Res Lett 11(11):114012
Megonigal JP, Guenther AB (2008) Methane emission from upland forest soils and vegetation. Tree Physiol 28:491–498
Merino A, Perez-Batallon P, Macias F (2004) Responses of soil organic matter and greenhouse gas fluxes to soil management and land uses changes in a humid temperate region of southern European. Soil Biol Biochem 36:917–925
Montzka SA, Dlugokencky EJ, Butler JH (2011) Non-CO2 greenhouse gases and climate change. Nature 476(4):43–50
Neto ES, Carmo JB, Keller M, Martins SC, Alves LF, Vieira SA, Piccolo MC, Camargo P, Couto HTZ, Joly CA, Martinelli LA (2011) Soil – atmosphere exchange of nitrous oxide, methane and carbon dioxide in a gradient of elevation in the coastal Brazilian Atlantic forest. Biogeosciences 8:733–742
Pang JZ, Wang XK, Mu YJ, Ouyang ZY, Liu WZ (2009) Nitrous oxide emissions from an apple orchard soil in the semiarid Loess Plateau of China. Biol Fertil Soils 46:37–44
Pang JZ, Wang XK, Peng CH, Mu YJ, Ouyang ZY, Lu F, Zhang HX, Zhang SX, Liu WZ (2019) Nitrous oxide emissions from soils under traditional cropland and apple orchard in the semi-arid Loess Plateau of China. Agric Ecosyst Environ 269:116–124
Paustian K, Lehmann J, Ogle S, Reay D, Robertson GP, Smith P (2016) Climate – smart soils. Nature 532(7):49–57
Peichl M, Arain MA, Ullah S, Moore TR (2010) Carbon dioxide, methane, and nitrous oxide exchanges in an age-sequence of temperate pine forests. Glob Chang Biol 16:2198–2212
Pilegaard K (2013) Processes regulating nitric oxide emissions from soils. Phil Trans R Soc B 368(1621):20130126
Pilegaard K, Skiba U, Ambus P, Beier C, Brüggemann N, Butterbach-Bahl K, Dick J, Dorsey J, Duyzer J, Gallagher M, Gasche R, Horvath L, Kitzler B, Leip A, Pihlatie MK, Rosenkranz P, Seufert G, Vesala T, Westrate H, Zechmeister-Boltenstern S (2006) Factors controlling regional differences in forest soil emission of nitrogen oxides (NO and N2O). Biogeosciences 3:651–661
Prichard SJ, Peterson DL, Hammer DR (2000) Carbon distribution in subalpine forest and meadows of the Olympic Mountains, Washington. Soil Sci Soc Am J 64:1834–1845
Purbopuspito J, Veldkamp E, Brumme R, Murdiyarso D (2006) Trace gases fluxes and nitrogen cycling along an elevation sequence of tropical montane forests in central Sulwesi, Indonesia. Glob Biogeochem Cycles 20:GB3010 https://doi.org/10.1029/2005GB002516
Rosenkranz P, Brüggemann N, Papen H, Xu Z, Seufert G, Butterbach-Bahl K (2006) N2O, NO and CH4 exchange, and microbial N turnover over a Mediterranean pine forest soil. Biogeosciences 3:121–133
Ryan MG, Law BE (2005) Interpreting, measuring, and modeling soil respiration. Biogeochemistry 73:3–27
Saggar S, Tate TR, Giltrap DL, Singh J (2008) Soil – atmosphere exchange of nitrous oxide and methane in New Zealand terrestrial ecosystems and their mitigation options, a review. Plant Soil 309:25–42
Savage K, Moore TR, Crill PM (1997) Methane and carbon dioxide exchange between the atmosphere and northern boreal forest soils. J Geophys Res D 102:29279–29288
Schindlbacher A, Heinzle J, Gollobich G, Wanek W, Michel K, Kitzler B (2022) Soil greenhouse gas fluxes in floodplain forests of the Danube National Park: effects of flooding and soil microclimate. Biogeochemistry 159:193–213
Schindlbacher A, de Gonzalo C, Díaz‐Pinés E, Gorría P, Matthews B, Inclán R, Zechmeister-Boltenstern S, Rubio A, Jandl R (2010) Temperature sensitivity of forest soil organic matter decomposition along two elevation gradients. J Geophys Res Biogeosciences 115:G03108
Schlesinger WH (2013) An estimate of the global sink for nitrous oxide in soils. Glob Chang Biol 19:2929–2931
Schloter M, Bach HJ, Metz S, Sehy U, Munch JC (2003) Influence of precision farming on the microbial community structure and functions in nitrogen turnover. Agric Ecosyst Environ 98:295–304
Smith KA, Ball BC, Bakken LR, Sitaula BK, Hansen S, Borken W, Christensen S, Prieme A, Fowler D, Macdonald JA, Skiba U, Klemedtsson L, Kasimir-Klemedtsson A, Degorska A, Orlanski P, Dobbie KE (2000) Oxidation of atmospheric methane in Northern European soils, comparison with other ecosystems, and uncertainties in the global terrestrial sink. Glob Chang Biol 6:791–803
CT ECO Complete Resource Guide (2010) Soil drainage class. www.cteco.uconn.edu. Accessed 3 Sept 2022
Tang XL, Liu SG, Zhou GY, Zhang DQ, Zhou CY (2006) Soil-atmospheric exchange of CO2, CH4 and N2O in three subtropical forest ecosystems in southern China. Glob Chang Biol 12:546–560
Tian HQ, Lu CQ, Ciais P, Michalak AM, Canadell JG, Saikawa E, Huntzinger DN, Gurney KR, Sitch S, Zhang B, Yang J, Bousquet P, Bruhwiler L, Chen G, Dlugokencky E, Friedlingstein P, Melillo J, Pan S, Poulter B, Prinn R, Saunois M, Schwalm CR, Wofsy SC (2016) The terrestrial biosphere as a net source of greenhouse gases to the atmosphere. Nature 531:225–232
Ullah S, Moore TR (2011) Biogeochemical controls on methane, nitrous oxide, and carbon dioxide fluxes from deciduous forest soils in eastern Canada. J Geophys Res G: Biogeosci 116(G3):3010
Wang YF, Chen H, Zhu QA, Peng CH, Wu N, Yang G, Zhu D, Tian JQ, Tian LX, Kang XM, He YX, Gao YH, Zhao XQ (2014) Soil methane uptake by grasslands and forests in China. Soil Biol Biochem 74:70–81
Wolf B, Zheng XH, Brüggemann N, Chen WW, Dannenmann M, Han XG, Sutton MA, Wu HH, Yao ZS, Butterbach-Bahl K (2010) Grazing- induced reduction of natural nitrous oxide release from continental steppe. Nature 464:881–884
Wrage N, Velthof GL, van Beusichem ML, Oenema O (2001) Role of nitrifier denitrification in the production of nitrous oxide. Soil Biol Biochem 33(12):1723–1732
Wundrich S, Schulz C, Grimmeisen W, Borken W (2012) Carbon fluxes in coniferous and deciduous forest soils. Plant Soil 357:355–368
Wu X, Brüggemann N, Butterbach-Bahl K, Fu BJ, Liu GH (2014) Snow cover and soil moisture controls of freeze–thaw-related soil gas fluxes from a typical semi-arid grassland soil: a laboratory experiment. Biol Fertil Soils 50:295–306
Zhang JB, Müller C, Cai ZC (2015) Heterotrophic nitrification of organic N and its contribution to nitrous oxide emissions in soils. Soil Biol Biochem 84:199–209
Zhu B, Wang XP, Fang JY, Piao SL, Shen HH, Zhao SQ, Peng CH (2010) Altitudinal changes in carbon storage of temperate forests on Mt Changbai, Northeast China. J Plant Res 123:439–452
Acknowledgements
This work was supported by the National Natural Science Foundation of China (41101182), Fundamental Research Funds for the Central Universities (Z109021106), and by the Research Fund for the Doctoral Program of Higher Education of China (Z109021102). The authors would like to thank Tao Wang and Mingwang Yang for their assistance in the field. We are very grateful to Professor Klaus Butterbach-Bahl for providing helpful comments and suggestions during the revision process. We would also like to thank Elizabeth Tokarz at Yale University for her assistance with English language and grammatical editing of the manuscript.
Author information
Authors and Affiliations
Contributions
All authors contributed intellectual input, provided study assistance and prepared the manuscript.
Junzhu Pang, Changhui Peng and Shuoxin Zhang conceived the idea and designed the study. Junzhu Pang collected and analysed the data with help from all authors. Junzhu Pang wrote the manuscript with input from all authors.
Corresponding authors
Ethics declarations
Competing interest
The authors declare that they have no known competing financial interests or personal relationships that could have appeared to influence the work reported in this paper.
Additional information
Responsible Editor: Iain Paul Hartley.
Publisher's note
Springer Nature remains neutral with regard to jurisdictional claims in published maps and institutional affiliations.
Supplementary Information
Below is the link to the electronic supplementary material.
Rights and permissions
Springer Nature or its licensor (e.g. a society or other partner) holds exclusive rights to this article under a publishing agreement with the author(s) or other rightsholder(s); author self-archiving of the accepted manuscript version of this article is solely governed by the terms of such publishing agreement and applicable law.
About this article
Cite this article
Pang, J., Peng, C., Wang, X. et al. Soil-atmosphere exchange of carbon dioxide, methane and nitrous oxide in temperate forests along an elevation gradient in the Qinling Mountains, China. Plant Soil 488, 325–342 (2023). https://doi.org/10.1007/s11104-023-05967-y
Received:
Accepted:
Published:
Issue Date:
DOI: https://doi.org/10.1007/s11104-023-05967-y