Abstract
We investigated carbon dioxide (CO2) exchange and its environmental response during two years with contrasting climate (2006 and 2007) in a cool-temperate mixed evergreen coniferous forest dominated by Japanese cedar (Cryptomeria japonica) and Japanese cypress (Chamaecyparis obtusa). The study, which was conducted in a mountainous region of central Japan, used the eddy-covariance technique. Our results (crosschecked using the common u * approach and van Gorsel’s alternative approach) showed that annual gross primary production (GPP) and ecosystem respiration (RE) were at least 6% higher in the dry year than in the wet year, whereas net ecosystem exchange (NEE) was similar in both years. Without soil water stress, strong light stress or seasonality of plant area index during most of the study period, the forest had high metabolic activity. GPP and RE differed greatly between the two years, especially in spring (April–May) and summer (July–September), respectively. The spring GPP difference (>20%) was influenced by different winter air temperatures and snow melt timing, which controlled photosynthetic capacity in spring, and by different spring light intensities. The annual NEE differed depending on the evaluation method used, but the mean 2-year NEE estimated by the u * threshold approach [−3.39 ± 0.11 (SD) MgC ha−1 year−1] appears more reasonable in comparison with results from other forests.
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References
Aires MLI, Pio CA, Pereira JS (2008) Carbon dioxide exchange above a Mediterranean C3/C4 grassland during two climatologically contrasting years. Glob Change Biol 14:539–555
Aubinet M, Chermanne B, Vandenhaute M, Longdoz B, Yernaux M, Laitat E (2001) Long term carbon dioxide exchange above a mixed forest in the Belgian Ardennes. Agric For Meteorol 108:293–315
Baldocchi DD (2003) Assessing the eddy covariance technique for evaluating carbon dioxide exchange rates of ecosystems: past, present and future. Glob Change Biol 9:479–492
Baldocchi DD (2008) ‘Breathing’ of the terrestrial biosphere: lessons learned from a global network of carbon dioxide flux measurement systems. Aust J Bot 56:1–26
Baldocchi DD, Falge E, Gu LH, Olson R, Hollinger D, Running S, Anthoni P, Bernhofer C, Davis K, Evans R, Fuentes J, Goldstein A, Katul G, Law B, Lee XH, Malhi Y, Meyers T, Munger W, Oechel W, Paw UKT, Pilegaard K, Schmid HP, Valentini R, Verma S, Vesala T, Wilson K, Wofsy S (2001) FLUXNET: A new tool to study the temporal and spatial variability of ecosystem-scale carbon dioxide, water vapor, and energy flux densities. Bull Am Meteorol Soc 82:2415–2434
Barford CC, Wofsy SC, Goulden ML, Munger JW, Pyle EH, Urbanski SP, Hutyra L, Saleska SR, Fitzjarrald D, Moore K (2001) Factors controlling long- and short-term sequestration of atmospheric CO2 in a mid-latitude forest. Science 294:1688–1691
Black TA, Hartog GD, Neumann HH, Blanken PD, Yang PC, Russell C, Nesic Z, Lee X, Chen SG, Staebler R, Novak MD (1996) Annual cycles of water vapour and carbon dioxide fluxes in and above a boreal aspen forest. Glob Change Biol 2:219–229
Black TA, Chen WJ, Barr AG, Arain MA, Chen Z, Nesic Z, Hogg EH, Neumann HH, Yang PC (2000) Increased carbon sequestration by a boreal deciduous forest in years with a warm spring. Geophys Res Lett 27:1271–1274
Black K, Bolger AT, Davis AP, Nieuwenhuis AM, Reidy B, Saiz AG, Tobin AB, Osborne AB (2007) Inventory and eddy covariance-based estimates of annual carbon sequestration in a Sitka spruce (Picea sitchensis (Bong.) Carr.) forest ecosystem. Eur J For Res 126:167–178
Curtis PS, Hanson PJ, Bolstad P, Barford C, Randolph JC, Schmid HP, Wilson KB (2002) Biometric and eddy-covariance based estimates of annual carbon storage in five eastern North American deciduous forests. Agric For Meteorol 113:3–19
Ehman JL, Schmid HP, Grimmond CSB, Randolph JC, Hanson PJ, Wayson CA, Cropley FD (2002) An initial intercomparison of micrometeorological and ecological inventory estimates of carbon sequestration in a mid-latitude deciduous forest. Glob Change Biol 8:575–589
Falge E, Baldocchi D, Olson R, Anthoni P, Aubinet M, Bernhofer C, Burba G, Ceulemans R, Clement R, Dolman H, Granier A, Gross P, Grunwald T, Hollinger D, Jensen NO, Katul G, Keronen P, Kowalski A, Lai CT, Law BE, Meyers T, Moncrieff J, Moors E, Munger JW, Pilegaard K, Rannik U, Rebmann C, Suyker A, Tenhunen J, Tu K, Verma S, Vesala T, Wilson K, Wofsy S (2001) Gap filling strategies for defensible annual sums of net ecosystem exchange. Agric For Meteorol 107:43–69
Gough CM, Vogel CS, Schmid HP, Su H-B, Curtis PS (2008) Multi-year convergence of biometric and meteorological estimates of forest carbon storage. Agric For Meteorol 148:158–170
Goulden ML, Daube BC, Fan S-M, Sutton DJ, Bazzaz A, Munger JW, Wofsy SC (1997) Physiological responses of a black spruce forest to weather. J Geophys Res 102:28987–28996
Granier A, Ceschia E, Damesin C, Dufrene E, Epron D, Gross P, Lebaube S, Dantec VL, Goff NL, Lemoine D, Lucot E, Ottorini JM, Pontailler JY, Saugier B (2000) The carbon balance of a young beech forest. Funct Ecol 14:312–325
Hanson PJ, Edwards NT, Garten CT, Andrews JA (2000) Separating root and soil microbial contributions to soil respiration: a review of methods and observations. Biogeochemistry 48:115–146
Hirano T, Hirata R, Fujinuma Y, Saigusa N, Yamamoto S, Harazono Y, Takada M, Inukai K, Inoue G (2003) CO2 and water vapor exchange of a larch forest in northern Japan. Tellus B 55:244–257
Hirata R, Hirano T, Saigusa N, Fujinuma Y, Inukai K, Kitamori Y, Yamamoto S (2007) Seasonal and inter-annual variations in carbon dioxide exchange of a temperate larch forest. Agric For Meteorol 147:110–124
Hirata R, Saigusa N, Yamamoto S, Ohtani Y, Ide R, Asanuma J, Gamo M, Hirano T, Kondo H, Kosugi Y, Li S-G, Nakai Y, Takagi K, Tani M, Wang H (2008) Spatial distribution of carbon balance in forest ecosystems across East Asia. Agric For Meteorol 148:761–775
Ito A (2008) The regional carbon budget of East Asia simulated with a terrestrial ecosystem model and validated using AsiaFlux data. Agric For Meteorol 148:738–747
Japan FAO Association (1997) Forests and forestry in Japan, 2nd edn. Japan FAO Association, Tokyo
Jarvis PG, Massheder JM, Hale SE, Moncrieff JB, Rayment M, Scott SL (1997) Seasonal variation of carbon dioxide, water vapor, and energy exchanges of a boreal black spruce forest. J Geophys Res 102:28953–28966
Jones HG (1992) Plants and microclimate, 2nd edn. Cambridge University Press, Cambridge
Kato T, Tang Y (2008) Spatial variability and major controlling factors of CO2 sink strength in Asian terrestrial ecosystems: evidence from eddy covariance data. Glob Change Biol 14:1–16
Kolari P, Pumpanen J, Rannik U, Ilvesniemi H, Hari P, Berninger F (2004) Carbon balance of different aged Scots pine forests in Southern Finland. Glob Change Biol 10:1106–1119
Kominami Y, Miyama T, Tamai K, Nobuhiro T, Goto Y (2003) Characteristics of CO2 flux over a forest on complex topography. Tellus B 55:313–321
Kominami Y, Jomura M, Dannoura M, Goto Y, Tamai K, Miyama T, Kanazawa Y, Kaneko S, Okumura M, Misawa N, Hamada S, Sasaki T, Kimura H, Ohtani Y (2008) Biometric and eddy-covariance-based estimates of carbon balance for a warm-temperate mixed forest in Japan. Agric For Meteorol 148:723–737
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
Kosugi Y, Takanashi S, Ohkubo S, Matsuo N, Tani M, Mitani T, Tsutsumi D, Nik AR (2008) CO2 exchange of a tropical rain forest at Pasoh in Peninsular Malaysia. Agric For Meteorol 148:439–452
Kumagai T, Tateishi M, Shimizu S, Otsuki K (2008) Transpiration and canopy conductance at two slope positions in a Japanese cedar forest watershed. Agric For Meteorol 148:1444–1455
Lee X, Finnigan J, Paw UKT (2004) Coordinate systems and flux bias error. In: Lee X, Massman W, Law B (eds) Handbook of micrometeorology: a guide for surface flux measurement and analysis Kluwer, Dordrecht, The Netherlands, pp 33–66
Lee M-S, Lee J-S, Koizumi H (2008) Temporal variation in CO2 efflux from soil and snow surfaces in a Japanese cedar (Cryptomeria japonica) plantation, central Japan. Ecol Res 23:777–785
Li S-G, Asanuma J, Kotani A, Eugster W, Davaa G, Oyunbaatar D, Sugita M (2005) Year-round measurements of net ecosystem CO2 flux over a montane larch forest in Mongolia. J Geophys Res 110:D09303. doi:10.1029/2004JD005453
Lloyd J, Taylor JA (1994) On the temperature dependence of soil respiration. Funct Ecol 8:315–323
Misson L, Baldocchi DD, Black TA, Blanken PD, Brunet Y, Curiel Yuste JC, Dorsey JR, Falk M, Granier A, Irvine MR, Jarosz N, Lamaud E, Launiainen S, Law BE, Longdoz B, Loustau D, McKay M, Paw UKT, Vesala T, Vickers D, Wilson KB, Goldstein AH (2007) Partitioning forest carbon fluxes with overstory and understory eddy-covariance measurements: a synthesis based on FLUXNET data. Agric For Meteorol 144:14–31
Mizoguchi Y, Miyata A, Ohtani Y, Hirata R, Yuta S (2009) A review of tower flux observation sites in Asia. J For Res 14:1–9
Monsi M, Saeki T (1953) Über den Lichtfaktor in den Pflanzengesellschaften und seine Bedeutung für die Stoffproduktion. Jpn J Bot 14:22–52
Muraoka H, Koizumi H (2009) Satellite Ecology (SATECO)-linking ecology, remote sensing and micrometeorology, from plot to regional scale, for the study of ecosystem structure and function. J Plant Res 122:3–20
Ohtsuka T, Mo W, Satomura T, Inatomi M, Koizumi H (2007) Biometric based carbon flux measurements and Net Ecosystem Production (NEP) in a temperate deciduous broad-leaved forest beneath a flux tower. Ecosystems 10:324–334
Ohtsuka T, Lee M-S, Yashiro Y, Negishi M, Koizumi H (2008) Net primary production and carbon allocation patterns in red pine, Japanese cedar, and broadleaved forests beneath flux towers. In: Proceedings of 2nd International Symposium of 21st Century COE Program “Satellite Ecology”. Gifu University, pp 61–64
Owen KE, Tenhunen J, Reichstein M, Wang Q, Falge E, Geyer R, Xiao X, Stoy P, Ammann C, Arain A, Aubinet M, Aurela M, Bernhofer C, Chojnicki BH, Granier A, Gruenwald T, Hadley J, Heinesch B, Hollinger D, Knohl A, Kutsch W, Lohila A, Meyers T, Moors E, Moureaux C, Pilegaard K, Saigusa N, Verma S, Vesala T, Vogel C (2007) Linking flux network measurements to continental scale simulations: ecosystem CO2 exchange capacity under non-water-stressed conditions. Glob Change Biol 13:734–760
Saigusa N, Yamamoto S, Murayama S, Kondo H, Nishimura S (2002) Gross primary production and net ecosystem exchange of a cool-temperate deciduous forest estimated by the eddy covariance method. Agric For Meteorol 112:203–215
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
Saigusa N, Yamamoto S, Hirata R, Ohtani Y, Ide R, Asanuma J, Gamo M, Hirano T, Kondo H, Kosugi Y, Li S-G, 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
Saitoh TM, Kumagai T, Sato Y, Suzuki M (2005) Carbon dioxide exchange over a Bornean tropical rainforest. J Agric Meteorol 60:553–556
Sawano S, Komatsu H, Suzuki M (2005) Differences in annual precipitation amounts between forested area, agricultural area, and urban area in Japan (in Japanese with English abstract). J Jpn Soc Hydrol Water Resour 18:435–440
Schelhaas MJ, Nabuurs GJ, Jans W, Moors E, Sabate S, Daamen WP (2004) Closing the carbon budget of a Scots pine forest in the Netherlands. Clim Change 67:309–328
Schuepp PH, Leclerc MY, MacPherson JI, Desjardins RL (1990) Footprint prediction of scalar fluxes from analytical solutions of the diffusion equation. Boundary Layer Meteorol 50:355–373
Spitters CJT, Toussaint HAJM, Goudriaan J (1986) Separating the diffuse and direct components of global radiation and its implications for modeling canopy photosynthesis part I. Components of incoming radiation. Agric For Meteorol 38:217–229
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
van Gorsel E, Leuning L, Cleugh HA, Keith H, Suni T (2007) Nocturnal carbon efflux: reconciliation of eddy covariance and chamber measurements using an alternative to the u *-threshold filtering technique. Tellus B 59:397–403
Wilson K, Goldsten A, Falge E, Aubinet M, Baldocchi D, Berbigier P, Ceulenmans R, Dolman H, Field C, Grelle A, Ibrom A, Law BE, Lowalski A, Meyers T, Moncrieff J, Monson R, Oechel W, Tenhinen J, Valentini R, Verma S (2002) Energy balance closure at FLUXNET sites. Agric For Meteorol 113:223–243
Yashiro Y, Lee N-Y, Ohtsuka T, Shizu Y, Saitoh TM, Koizumi H (2010) Biometric based estimation of net ecosystem production (NEP) in a mature Japanese cedar (Cryptomeria japonica) plantation beneath a flux tower. J Plant Res (submitted in this special issue)
Zhang JH, Han SJ, Yu GR (2006) Seasonal variation in carbon dioxide exchange over a 200-year-old Chinese broad-leaved Korean pine mixed forest. Agric For Meteorol 137:150–165
Acknowledgments
We thank Mr. K. Kurumado and Mr. Y. Miyamoto of the River Basin Research Center, Gifu University, for their support at the Takayama Field Station. Thanks are also due to Prof. T. Ohtsuka of Gifu University, Dr. H. Kondo of AIST, and anonymous reviewers for thoughtful suggestions. We also thank the forest owners at the TKC site for their permission to construct the flux tower and install various measurement systems. This work was supported by the JSPS 21st Century COE program “Satellite Ecology” at Gifu University and the JSPS-KOSEF-NSFC A3 Foresight Program. T.M.S. is grateful for the financial support received from the Ministry of Education, Culture, Sports, Science and Technology of Japan, Grant-in-Aid for Young Scientists (B), no. 18780113 to T.S. and Grant-in-Aid for Scientific Research (A), no. 21241009 to H.K.
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Saitoh, T.M., Tamagawa, I., Muraoka, H. et al. Carbon dioxide exchange in a cool-temperate evergreen coniferous forest over complex topography in Japan during two years with contrasting climates. J Plant Res 123, 473–483 (2010). https://doi.org/10.1007/s10265-009-0308-7
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DOI: https://doi.org/10.1007/s10265-009-0308-7