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Determination of the gas exchange phenology in an evergreen coniferous forest from 7 years of eddy covariance flux data using an extended big-leaf analysis

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Ecological Research

Abstract

We defined gas exchange phenology as the seasonality of the gas exchange characteristics of a forest canopy, and investigated how the gas exchange phenology could be directly detected from an eddy covariance (EC) dataset and its influence on the canopy fluxes within an evergreen Japanese cypress forest. For the detection of gas exchange phenology, we derived three bulk parameters of the extended big-leaf model (Kosugi et al. 2005) inversely from EC flux data over a 7-year period: surface conductance (g c), maximum rate of carboxylation of the “big leaf” (V CMAX), and intercellular CO2 concentration of the “big leaf” (C I). The relationship between g c and the vapor pressure deficit declined in winter and spring. The relationship between the daily ecosystem respiration and air temperature was greater in the spring than in the other seasons. The temperature dependence curve of V CMAX decreased substantially in the winter and was different from that of an evergreen broadleaved forest. A decrease in C I was occasionally coupled with the decrease in canopy gross primary production during April and August, indicating that stomatal closure was responsible for a decline in canopy photosynthesis. Gas exchange phenology should be quantified when understanding the determining factors of the seasonality of canopy fluxes at evergreen coniferous forests.

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References

  • Aubinet M, Grelle A, Ibrom A, Rannik U, Moncrieff J, Foken T, Kowalski AS, Martin PH, Berbigier P, Bernhofer Ch, Clement R, Elbers J, Granier A, Grunwald T, Morgenstern K, Pilegaard K, Rebmann C, Snijders W, Valentini R, Vesala T (2000) Estimates of the annual net carbon and water exchange of forests: the EUROFLUX methodology. Adv Ecol Res 30:113–175

    Article  CAS  Google Scholar 

  • Baldocchi D, Meyers T (1998) On using eco-physiological, micrometeorological and biochemical theory to evaluate carbon dioxide, water vapor and trace gas fluxes over vegetation: a perspective. Agric For Meteorol 90:1–25

    Article  Google Scholar 

  • Carle J, Vuorinen P, Lungo AD (2002) Status and trends in global forest plantation development. For Prod J 52:2–13

    Google Scholar 

  • Dai Y, Dickinson R, Wang Y-P (2004) A two-big-leaf model for canopy temperature, photosynthesis, and stomatal conductance. J Clim 17:2281–2299

    Article  Google Scholar 

  • Depury DG, Farquhar GD (1997) Simple scaling of photosynthesis from leaves to canopies without the errors of big-leaf models. Plant Cell Environ 20:537–557

    Article  Google Scholar 

  • Falge E, Tenhunen J, Baldocchi D, Aubinet M, Bakwin P, Berbigier P, Bernhofer C, Bonnefond JM, Burba G, Clement R, Davis KJ, Elbers JA, Falk M, Goldstein AH, Grelle A, Granier A, Grnűwald T, Guðmundsson J, Hollinger D, Janssens IA, Keronen P, Kowalski AS, Katul G, Law BE, Malhi Y, Mayers T, Monson RK, Moors E, Munger JW, Oechel W, Paw UKT, Pilegaard K, Rannik Ü, Rebmann C, Suyker A, Thorgeirsson H, Tirone G, Turnipseed A, Wilson K, Wofsy S (2002) Phase and amplitude of ecosystem carbon release and uptake potentials as derived from FLUXNET measurements. Agric For Meteorol 113:75–95

    Article  Google Scholar 

  • Farquhar GD, von Caemmerer S, Berry JA (1980) A biochemical model of photosynthetic CO2 assimilation in leaves of C3 species. Planta 149:78–90

    Article  CAS  Google Scholar 

  • Foken T, Wichura B (1996) Tools for quality assessment of surface-based flux measurements. Agric Meteorol 78:83–105

    Article  Google Scholar 

  • Friend A (2002) Modelling canopy CO2 fluxes: are “big-leaf” simplifications justified? Global Ecol Biogeogr 10:603–619

    Article  Google Scholar 

  • Harley PC, Thomas RB, Reynolds JF, Strain BR (1992) Modelling photosynthesis of cotton grown in elevated CO2. Plant Cell Environment 15:271–282

    Article  CAS  Google Scholar 

  • Kosugi Y, Katsuyama M (2007) Evapotranspiration over a Japanese cypress forest. II. Comparison of the eddy covariance and water budget methods. J Hydrol 334:305–311

    Article  Google Scholar 

  • Kosugi Y, Matsuo N (2006) Seasonal fluctuations and temperature dependence of leaf gas exchange parameters of co-occurring evergreen and deciduous trees in a temperate broad-leaved forest. Tree Physiol 26:1173–1184

    Article  PubMed  Google Scholar 

  • Kosugi Y, Shibata S, Kobashi S (2003) Parameterization of the CO2 and H2O gas exchange of several temperate deciduous broad-leaved trees at the leaf scale considering seasonal changes. Plant Cell Environment 26:285–301

    Article  Google Scholar 

  • Kosugi Y, Tanaka H, Takanashi S, Matsuo N, Ohte N, Shibata S, Tani M (2005) Three years of carbon and energy fluxes from Japanese evergreen broad-leaved forest. Agric For Meteorol 132:329–343

    Article  Google Scholar 

  • Kosugi Y, Takanashi S, Matsuo N, Tanaka K, Tanaka H (2006) Impact of leaf physiology on gas exchange in a Japanese evergreen broad-leaved forest. Agric For Meteorol 139:182–199

    Article  Google Scholar 

  • Kosugi Y, Takanashi S, Tanaka H, Ohkubo S, Tani M, Yano M, Katayama T (2007) Evapotranspiration over a Japanese cypress forest. I. Eddy covariance fluxes and surface conductance characteristics for three years. J Hydrol 337:269–283

    Article  Google Scholar 

  • Lai CT, Katul G, Ellsworth D, Oren R (2000) Modelling vegetation-atmosphere CO2 exchange by a coupled Eulerian–Lagrangian approach. Bound Layer Meteorol 95:91–122

    Article  Google Scholar 

  • Lohammer T, Larsson S, Linder S, Falk SO (1980) FAST-simulation models of gaseous exchange in Scots Pine. Ecol Bull 32:505–523

    Google Scholar 

  • Matsumoto K, Kosugi Y, Katsuyama M, Tani M, Ohkubo S, Takanashi S (2011) Estimation of bedrock infiltration on a weathered granitic mountain covered by Japanese cypress forest using water-budget and eddy covariance methods. Int J Eros Control Eng 4:10–20

    Google Scholar 

  • McNaughton KG, Jarvis PG (1991) Effects of spatial scale on stomatal control of transpiration. Agric For Meteorol 54:279–302

    Article  Google Scholar 

  • Miyama T, Kominami Y, Tamai K, Nobuhiro T, Goto Y (2003) Automated foliage chamber method for long-term measurement of CO2 flux in the uppermost canopy. Tellus B 55:322–330

    Article  Google Scholar 

  • Miyamoto K, Okuda S, Inagaki Y, Noguchi M, Itou T (2012) Within- and between-site variations in leaf longevity in hinoki cypress (Chamaecyparis obtusa) plantations in southwestern Japan. J For Res. doi:10.1007/s10310-012-0346-1

    Google Scholar 

  • Monteith JL, Unsworth MH (1990) Principles of environmental physics. Edward Arnold, London

    Google Scholar 

  • Ohkubo S, Kosugi Y (2007) Amplitude and seasonality of storage fluxes for CO2, heat and water vapor in a temperate Japanese cypress forest. Tellus B60:11–20

    Google Scholar 

  • Ohkubo S, Kosugi Y, Takanashi S, Mitani T, Tani M (2007) Comparison of the eddy covariance and automated closed chamber methods for evaluating nocturnal CO2 exchange in a Japanese cypress forest. Agric For Meteorol 142:50–65

    Article  Google Scholar 

  • Raulier F, Bernier PY, Ung C-H (1999) Canopy photosynthesis of sugar maple (Acer saccharum): comparing big-leaf and multilayer extrapolations of leaf-level measurements. Tree Physiol 19:407–420

    Article  PubMed  Google Scholar 

  • Reichstein M, Tenhunen JD, Roupsard O, Ourcival JM, Rambel S, Miglietta F, Peressotti A, Pecchiari M, Tirone G, Valentini R (2002) Severe drought effects on ecosystem CO2 and H2O fluxes at three Mediterranean evergreen sites: revision of current hypotheses? Global Change Biol 8:999–1017

    Article  Google Scholar 

  • Richardson AD, Black TA, Ciais P, Delbart N, Friedl M, Gobron N, Hollinger DY, Kutsch WL, Longdoz B, Luyssaert S, Migliavacca M, Montagnani L, Munger JW, Moors E, Piao S, Rebmann C, Reichstein M, Saigusa N, Tomelleri E, Vargas R, Varlagin A (2010) Influence of spring and autumn phenological transitions on forest ecosystem productivity. Phil Trans R Soc B 365:3227–3246

    Article  PubMed  Google Scholar 

  • Saigusa N, Yamamoto S, Murayama S, Kondo H (2005) Inter-annual variability of carbon budget components in an AsiaFlux forest site estimated by long-term flux measurements. Agric For Meteorol 134:4–16

    Article  Google Scholar 

  • Saigusa N, Yamamoto S, Hirata R, Ohtani Y, Ide R, Asanuma J, Gamo M, Hirano T, Kondo H, Kosugi Y, Li SG, Nakai Y, Takagi K, Tani M, Wang H (2008) Temporal and spatial variations in the seasonal patterns of CO2 flux in boreal, temperate, and tropical forests in East Asia. Agric For Meteorol 148:700–713

    Article  Google Scholar 

  • Schuepp PH, Leclerc MY, MacPherson JI, Desjardins RL (1990) Footprint prediction of scalar fluxes from analytical solutions of the diffusion equation. Bound Layer Meteorol 50:335–373

    Article  Google Scholar 

  • Sharpe PJH, DeMichele DW (1977) Reaction kinetics of poikilotherm development. J Theor Biol 64:649–670

    Article  PubMed  CAS  Google Scholar 

  • Suni T, Berninger F, Vesala T, Markkanen T, Hari P, Mäkelä A, Ilvesniemi H, Hänninen H, Nikinmaa E, Huttula T, Laurilaş T, Aurelaş M, Shibistova O, Lloyd J (2003) Air temperature triggers the recovery of evergreen boreal forest photosynthesis in spring. Global Change Biol 9:1410–1426

    Article  Google Scholar 

  • Takagi K, Fukuzawa K, Liang N, Kayama M, Nomura M, Hojyo H, Sugata S, Shibata H, Fukazawa T, Takahashi Y, Nakaji T, Oguma H, Mano M, Akibayashi Y, Murayama T, Koike T, Sasa K, Fujinuma Y (2009) Change in CO2 balance under a series of forestry activities in a cool-temperate mixed forest with dense undergrowth. Global Change Biol 15:1275–1288

    Article  Google Scholar 

  • Takanashi S, Kosugi Y, Tanaka Y, Yano M, Katayama T, Tanaka H, Tani M (2005) CO2 exchange in a temperate Japanese cypress forest compared with that in a cool-temperate deciduous broad-leaved forest. Ecol Res 20:313–324

    Article  Google Scholar 

  • Ueyama M, Kai A, Ichii K, Hamotani K, Kosugi Y, Monji N (2011) The sensitivity of carbon sequestration to harvesting and climate conditions in a temperate cypress forest: observations and modeling. Ecol Model 222:3216–3225

    Article  Google Scholar 

  • Wade TG, Riitters KH, Wickham JD, Jones KB (2003) Distribution and causes of global forest fragmentation. Conserv Ecol 7. http://www.consecol.org/vol7/iss2/art7/

  • Wang YP, Leuning R, Cleugh HA, Coppin PA (2001) Parameter estimation in surface exchange models using nonlinear inversion: how many parameters can we estimate and which measurements are most useful? Global Change Biol 7:495–510

    Article  Google Scholar 

  • Wilson KB, Baldocchi DD (2000) Seasonal and interannual variability of energy fluxes over a broadleaved temperate deciduous forest in North America. Agric For Meteorol 100:1–18

    Article  Google Scholar 

  • Yu GR, Wen XF, Sun XM, Tanner BD, Lee X, Chen JY (2006) Overview of ChinaFLUX and evaluation of its eddy covariance measurement. Agric For Meteorol 137:125–137

    Article  Google Scholar 

Download references

Acknowledgments

Eddy covariance and meteorological observations were conducted along with Mr. Masato Yano, Mr. Tatsuya Katayama, Mr. Takumi Wada, Mr. Tomonori Mitani, Mr. Yusuke Fukui, Ms. Rie Fukui, Mr. Naoto Yokoyama, Ms. Chika Soda, Mr. Takuya Matsumoto, Mr. Ryoji Nakagawa, and Mr. Shuhei Kanemitsu. This research was partially supported both by a Grant-in-Aids for Scientific Research from the Ministry of Education, Science, Sports and Culture, Japan, and by the Mitsui & Co., Ltd. Environment Fund.

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Correspondence to Yoshiko Kosugi.

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Kosugi, Y., Takanashi, S., Ueyama, M. et al. Determination of the gas exchange phenology in an evergreen coniferous forest from 7 years of eddy covariance flux data using an extended big-leaf analysis. Ecol Res 28, 373–385 (2013). https://doi.org/10.1007/s11284-012-1019-4

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  • DOI: https://doi.org/10.1007/s11284-012-1019-4

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