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48 B 17 4 Annuals of Disas. Prev. Res. Inst., Kyoto Univ., No. 48 B, 2005 (CO 2 ) (2003) Sim-CYCLE(Ito and Oikawa, 2000) CO 2 CO 2 Figure 1 CO 2 0 (Denning et al., 1995) CO 2 (2004) Sim-CYCLE CO 2 CO 2 3 (Sim-CYCLE) 2 3 (, 1999) CO 2 Sim-CYCLE(Ito and Oikawa, 2000)

Figure 1: Long term trend and seasonal variation of CO 2 value at Ryori, Japan. ECMWF /TOGA DATA Atmospheric Data 3D Atmospheric Transport Model CO2 Flux NASA /GISS DATA CO2 Concentration CO2 Flux NCEP /NCAR DATA Atmospheric Data Sim-CYCLE Ecosystem Model Figure 2: Construction of models and data sets for the simulation.

Sim-CYCLE CO 2 CO 2 Sim-CYCLE Sim-CYCLE NCEP/NCAR ECMWF/ TOGA CO 2 NASA/GISS Fung Figure 2 1990 1 WMO/WDCGG CO 2 (2004) (Figure 3,4) Sim-CYCLE 1.4GtC Figure 3 (2004) Figure 5 Sim-CYCLE NASA/ GISS (Fung et al., 1987) Figure 6 Figure 5 Sim-CYCLE CO 2 Figure 5 6 CO 2 Figure 7 (a) Ryori(39N, 141.8E), (b) Cape St. James(51.9N, 131W), (c) Alert(82.5N, 62.5W), (d) K-puszta(47N, 19.6E), (e) Kyzylcha(40.9N, 66.2E), (f) Niwot Ridge(40.1N, 105.6W), 6 Figure 7 (a) (c) Figure 5 Figure 7 (d) (f) 3 (d) (d) (e) 4 5 NASA/GISS 6 Figure 8 Figure 6 Figure 8(a) (c) Sim-CYCLE NASA/GISS (Figure 9) Sim-CYCLE NASA/GISS

Figure 3: Annual mean CO 2 distribution interpolated from observed data (left) and simulated values at the positions of the observation stations (right). Figure 4: Zonal mean of CO 2 distribution shown in Figure 3. The solid line is simulation and the broken line is observation.

Figure 5: Monthly and zonal mean of CO 2 distributions. The solid line is result of the simulation using the combined model, and the broken line is observation.

Figure 6: Monthly and zonal mean of CO 2 distributions. The solid line is result of the simulation using the transport model and NASA/GISS carbon flux data set, and the broken line is observation.

Figure 7: Monthly CO 2 values at (a) Ryori(39N, 141.8E), (b) Cape St. James(51.9N, 131W), (c) Alert(82.5N, 62.5W), (d) K-puszta(47N, 19.6E), (e) Kyzylcha(40.9N, 66.2E), (f) Niwot Ridge(40.1N, 105.6W). The solid line is result of the simulation using the combined model, and the broken line is observation. Figure 8: Monthly CO 2 values at 6 stations same as Figure 7. The solid line is result of the simulation using the transport model and NASA/GISS carbon flux data set, and the broken line is observation.

Figure 9: Latitude-month distribution of CO2 flux. The left side is simulation by Sim-CYCLE, and the right side is NASA/ GISS data set. Figure 10: Conponents of Figure 9. The upper is Temperate evergreen needleleaf, and the lower is Temperate deciduous.

Figure 10 (continued): Conponents of Figure 9; woodland (upper), glassland (middle), and Tundra (lower).

Figure 10 Sim-CYCLE 1 1 Figure 9 Figure 10 NASA/GISS Sim-CYCLE Matthews(1983) Figure 10 Sim-CYCLE CO 2 Sim-CYCLE NASA/GISS Figure 6 Sim-CYCLE CO 2 2 NASA/GISS Sim-CYCLE Sim-CYCLE CO 2 NASA/ GISS (2004) CO 2 Sim-CYCLE CO 2 CO 2 Sim-CYCLE ECMWF/TOGA NCEP/NCAR NASA/ GISS CO 2 WMO/WDCGG (DCL-5.2) COLA/IGES GrADS 1999 3 CO 2,, 42, B-1, pp. 385-395. 2003 CO 2,, 46, B, pp. 361-372. 2004,, 47, B, pp. 349-364. Denning, A.S., I. Fung, and D. Randall (1995): Strong simulated meridional gradient of atmospheric CO2 due to seasonal exchange with the terrestrial biota, Nature, 376, pp.240-242. Fung, I. Y., C. J. Tucker, and K. C. Prentice (1987): Application of advanced very high resolution radiometer vegetation index to study atmosphere- biosphere exchange of CO 2, Journal of Geophysical Research, 92, D3, pp.2999-3015. Itoh, A. and T. Oikawa (2000): The large carbon emission from terrestrial ecosystems in 1998: a model simulation, Journal of the Meteorological Society of Japan, Vol. 78, pp. 103-110. Matthews, E. (1983): Global vegetation and land use: New high resolution data bases for climate studies; J. Clim. App. Meteor., 22, 474-487.

A study of seasonal variation of carbon flux from the biosphere using the global models (2) : Seasonal variation at mid-high latitudes in the Northern Hemisphere Takao IGUCHI and Hideji KIDA * * Department of Geophysics, Graduate school of Science, Kyoto University Synopsis 1990 s atmospheric CO 2 distribution was simulated using global terrestrial ecosystem model (Sim- CYCLE) and three-dimensional transport model. The calculated CO 2 value had some discrepancies with observation as for its seasonal variation at middle and high latitudes in the Northern Hemisphere. This is due to the carbon flux computed by Sim-CYCLE, and detail analysis of the flux showed longer and weaker absorption of the model compared with real terrestrial ecosystem. Keywords: CO 2, carbon cycle, biosphere, vegetation