物質循環モデリング・解析研究室では、主に温室効果ガスのグローバルな循環を解明するため、数値モデルによるシミュレーションやデータ解析を行っています。モデル研究において大気・陸域・水域を幅広く扱う国内有数の研究室です。GOSAT事業で使用される各種モデルの開発・応用も行っています。
物質循環モデリング・解析研究室
研究スタッフ
趙 昕 （チョウ キン）
ZHAO Xin
特別研究員
農地の温室効果ガス収支推定に関するモデル研究
髙木 宏志
TAKAGI Hiroshi
高度技能専門員
GOSAT衛星データを用いた二酸化炭素・メタンの吸収排出量推定と結果の解析
研究プロジェクト
研究成果
発表論文
Meteorological control of subtropical South American methane emissions estimated from GOSAT observations
Takagi, H., Ito, A., Kim, H.-S., Maksyutov, S., Saito, M., & Matsunaga, T.
SOLA, 17 (2021)
Global trends in land-atmosphere CO2 exchange fluxes: an analysis of a flux measurement dataset and comparison with terrestrial model simulations
Ito, A.
Journal of Agricultural Meteorology, 77(4), 211?223 (2021)
Saturation of Global Terrestrial Carbon Sink Under a High Warming Scenario
Shi, H., Tian, H., Pan, N., Reyer, C. P. O., Ciais, P., Chang, J., Forrest, M., Frieler, K., Fu, B., Gadeke, A., Hickler, T., Ito, A., Ostberg, S., Pan, S., Stevanovi?, M., & Yang, J.
Global Biogeochemical Cycles, 35, e2020GB006800 (2021)
Constraining models for methane oxidation based on long-term continuous chamber measurements in a temperate forest soil
Ueyama, M., Fujimoto, A., Ito, A., Takahashi, Y., & Ide, R.
Agricultural and Forest Meteorology, 310, 108654 (2021)
Intergenerational inequities in exposure to climate extremes
Thiery, W., Lange, S., Rogelj, J., Schleussner, C.-F., Gudmundsson, L., Seneviratne, S. I., Andrijevic, M., Frieler, K., Emanuel, K., Geiger, T., Bresch, D. N., Zhao, F., Willner, S. N., Büchner, M., Volkholz, J., Bauer, N., Chang, J., Ciais, P., Dury, M., François, L., Grillakis, M., Gosling, S. N., Hanasaki, N. a., Hickler, T., Huber, V., Ito, A., Jägermeyr, J., Khabarov, N., Koutroulis, A., Liu, W., Lutz, W., Mengel, M., Müller, C., Ostberg, S., Reyer, C. P. O., Stacke, T., & Wada, Y.
Science, 374, 158–160 (2021)
Dynamics of radiocaesium within forests in Fukushima—results and analysis of a model inter-comparison
Hashimoto, S., Tanaka, T., Komatsu, M., Gonze, M.-A., Sakashita, W., Kurikami, H., Nishina, K., Ota, M., Ohashi, S., Calmon, P., Coppin, F., Imamura, N., Hayashi, S., Hirai, K., Hurtevent, P., Koarashi, J., Manaka, T., Miura, S., Shinomiya, Y., Shaw, G., & Thiry, Y.
Journal of Environmental Radioactivity, 238–239, 106721 (2021)
Historical trends of riverine nitrogen loading from land to the East China Sea: a model-based evaluation
Nishina, K., Ito, A., Zhou, F., Yan, X., Hayashi, S., & Winiwarter, W.
Environ. Res. Commun. 3, 085005 (2021)
Estimation of fire-induced carbon emissions from Equatorial Asia in 2015 using in situ aircraft and ship observations
Niwa, Y., Sawa, Y., Nara, H., Machida, T., Matsueda, H., Umezawa, T., Ito, A., Nakaoka, S., Tanimoto, H., & Tohjima, Y.
Atmos. Chem. Phys., 21, 9455–9473 (2021)
Nitrogen budgets in Japan from 2000 to 2015: Decreasing trend of nitrogen loss to the environment and the challenge to further reduce nitrogen waste
Hayashi, K., Shibata, H., Oita, A., Nishina, K., Ito, A., Katagiri, K., Shindo, J., & Winiwarter, W.
Environmental Pollution, 286, 117559 (2021)
Tree manipulation experiment for the short-term effect of tree cutting on N2O emission: A evaluation using Bayesian hierarchical modeling
Nishina, K., Takenaka, C., Ishizuka, S., & Hashimoto, S.
Environmental Pollution, 288, 117725 (2021)
Quantification of global and national nitrogen budgets for crop production
Zhang, X., Zou, T., Lassaletta, L., Mueller, N. D., Tubiello, F. N., Lisk, M. D., Lu, C., Conant, R. T., Dorich, C. D., Gerber, J., Tian, H., Bruulsema, T., Maaz, T. M., Nishina, K., Bodirsky, B. L., Popp, A., Bouwman, L., Beusen, A., Chang, J., Havlík, P., Leclère, D., Canadell, J. P., & Robert B. Jackson, R. B., Heffer, P., Wanner, N., Zhang, W., & Davidson, E. A.
Nature Food (2021)
Evaluation of earth system model and atmospheric inversion using total column CO2 observations from GOSAT and OCO-2
Patra, P. K., Hajima, T., Saito, R., Chandra, N., Yoshida, Y., Ichii, K., Kawamiya, M., Kondo, M., Ito, A., & Crisp, D.
Progress in Earth and Planetary Science, 8:25 (2021)
How Will Deforestation and Vegetation Degradation Affect Global Fire Activity?
Park, C. Y., Takahashi, K., Takakura, J., Li, F., Fujimori, S., Hasegawa, T., Ito, A., & Lee, D. K.
Earth's Future, 9: e2020EF001786 (2021)
Comparing machine learning-derived global estimates of soil respiration and its components with those from terrestrial ecosystem models
Lu, H., Li, S., Ma, M., Bastrikov, V., Chen, X., Ciais, P., Dai, Y., Ito, A., Ju, W., Lienert, S., Lombardozzi, D., Lu, X., Maignan, F., Nakhavali, M., Quine, T., Schindlbacher, A., Wang, J., Wang, Y., Wårlind, D., & Yuan, W.
Environmental Research Letters 16: 054048 (2021)
Bottom-up evaluation of the regional methane budget of northern lands from 1980 to 2015
Interannual variability on methane emissions in monsoon Asia derived from GOSAT and surface observations
Wang, F., Maksyutov, S., Janardanan, R., Tsuruta, A., Ito, A., Morino, I., Yoshida, Y., Tohjima, Y., W Kaiser, J. W., Janssens-Maenhout, G., Lan, X., Mammarella, I., Lavric, J. V., & Matsunaga, T.
Environ. Res. Lett., 16 (2) (2021)
Seasonal variations of SF6, CO2, CH4, and N2O in the UT/LS region due to emissions, transport, and chemistry
Bisht, J. S. H., Machida, T., Chandra, N., Tsuboi, K., Patra, P. K., Umezawa, T., Niwa, Y., Sawa, Y., Morimoto, S., Nakazawa, T., Saitoh, N., & Takigawa, M.
Journal of Geophysical Research: Atmospheres, 126, e2020JD033541 (2021)
Methyl Chloroform Continues to Constrain the Hydroxyl (OH) Variability in the Troposphere
Patra, P. K., Krol, M. C., Prinn, R. G., Takigawa, M., Mühle, J., Montzka, S. A., Lal, S., Yamashita, Y., Naus, S., Chandra, N., Weiss, R. F., Krummel, P. B., Fraser, P. J., O'Doherty, S., & Elkins, J. W.
Journal of Geophysical Research: Atmospheres, 126, e2020JD033862 (2021)
Technical note: A high-resolution inverse modelling technique for estimating surface CO2 fluxes based on the NIES-TM-FLEXPART coupled transport model and its adjoint
Maksyutov, S., Oda, T., Saito, M., Janardanan, R., Belikov, D., Kaiser, J. E., Zhuravlev, R., Ganshin, A., Valsala, V. K., Andrews, A., Chmura, L., Dlugokencky, E., Haszpra, L., Langenfelds, R. L., Machida, T., Nakazawa, T., Ramonet, M., Sweeney, C., & Worthy, D.
Atmos. Chem. Phys., 21, 1245-1266 (2021)
Spatiotemporal variation and distribution characteristics of crop residue burning in China from 2001 to 2018
Yin, S., Guo, M., Wang, X., Yamamoto, H., & Ou, W.
Environmental Pollution, 268, 115849 (2021)
Emissions from the Oil and Gas Sectors, Coal Mining and Ruminant Farming Drive Methane Growth over the Past Three Decades
Chandra, N., Patra, P. K., Bisht, J. S. H., Ito, A., Umezawa, T., Saigusa, N., Morimoto, S., Aoki, S., Janssens-Maenhout, G., Fujita, R., Takigawa, M., Watanabe, S., Saitoh, N., & Canadell, J. G.
J. Meteorol. Soc. Jpn., 2021-015 (2021)
Terrestrial ecosystem model studies and their contributions to AsiaFlux
Ito, A., & Ichii, K.
Journal of Agricultural Meteorology 77: 81-95 (2021)
Global Carbon Budget 2020
Friedlingstein, P., O'Sullivan, M., Jones, M. W., Andrew, R. M., Hauck, J., Olsen, A., Peters, G. P., Peters, W., Pongratz, J., Sitch, S., Le Quéré, C., Canadell, J. G., Ciais, P., Jackson, R. B., Alin, S., Aragão, L. E. O. C., Arneth, A., Arora, V., Bates, N. R., Becker, M., Benoit-Cattin, A., Bittig, H. C., Bopp, L., Bultan, S., Chandra, N., Chevallier, F., Chini, L. P., Evans, W., Florentie, L., Forster, P. M., Gasser, T., Gehlen, M., Gilfillan, D., Gkritzalis, T., Gregor, L., Gruber, N., Harris, I., Hartung, K., Haverd, V., Houghton, R. A., Ilyina, T., Jain, A. K., Joetzjer, E., Kadono, K., Kato, E., Kitidis, V., Korsbakken, J. I., Landschützer, P., Lefèvre, N., Lenton, A., Lienert, S., Liu, Z., Lombardozzi, D., Marland, G., Metzl, N., Munro, D. R., Nabel, J. E. M. S., Nakaoka, S.-I., Niwa, Y., O'Brien, K., Ono, T., Palmer, P. I., Pierrot, D., Poulter, B., Resplandy, L., Robertson, E., Rödenbeck, C., Schwinger, J., Séférian, R., Skjelvan, I., Smith, A. J. P., Sutton, A. J., Tanhua, T., Tans, P. P., Tian, H., Tilbrook, B., van der Werf, G., Vuichard, N., Walker, A. P., Wanninkhof, R., Watson, A. J., Willis, D., Wiltshire, A. J., Yuan, W., Yue, X., and Zaehle, S.
Earth Syst. Sci. Data, 12, 3269-3340 (2020)
Soil carbon sequestration simulated in CMIP6-LUMIP models: implications for climatic mitigation
Ito, A., Hajima, T., Lawrence, D.M., Brovkin, V., Delire, C., Guenet, B., Jones, C.D., Malyshev, S., Materia, S., McDermid, S.P., Peano, D., Pongratz, J., Robertson, E., Shevliakova, E., Vuichard, N., Wårlind, D., Wiltshire, A., & Ziehn, T.
Environ. Res. Lett., 15: 124061 (2020)
Evaluation of spatio-temporal variations in water availability using a process-based eco-hydrology model in arid and semi-arid regions of Mongolia
Nakayama, T., Wang, Q., & Okadera, T.
Ecol. Model. 440, 109404 (2020)
Biomass burning spatiotemporal variations over South and Southeast Asia
MIROC-INTEG-LAND version 1: a global biogeochemical land surface model with human water management, crop growth, and land-use chnge
Yokohata, T., Kinoshita, T., Sakurai, G., Pokhrel, Y., Ito, A., Okada, M., Satoh, Y., Kato, E., Nitta, T., Fujimori, S., Felfelani, F., Masaki, Y., Iizumi, T., Nishimori, M., Hanasaki, N., Takahashi, K., Yamagata, Y., & Emori, S.
Geoscience Model Development, 13, 4713-4747 (2020)
The Global Methane Budget 2000-2017
Saunois, M., Stavert, A. R., Poulter, B., Bousquet, P., Canadell, J. G., Jackson, R. B., Raymond, P. A., Dlugokencky, E. J., Houweling, S., Patra, P. K., Ciais, P., Arora, V. K., Bastviken, D., Bergamaschi, P., Blake, D. R., Brailsford, G., Bruhwiler, L., Carlson, K. M., Carrol, M., Castaldi, S., Chandra, N., Crevoisier, C., Crill, P. M., Covey, K., Curry, C. L., Etiope, G., Frankenberg, C., Gedney, N., Hegglin, M. I., Hoglund-Isaksson, L., Hugelius, G., Ishizawa, M., Ito, A., Janssens-Maenhout, G., Jensen, K. M., Joos, F., Kleinen, T., Krummel, P. B., Langenfelds, R, L., Laruelle, G. G., Liu, L., Machida, T., Maksyutov, S., McDonald, K. C., McNorton, J., Miller, P. A., Melton, J. R., Morino, I., Muller, J., Murguia-Flores, F., Naik, V., Niwa, Y., Noce, S., O’Doherty, S., Parker, R. J., Peng, C., Peng, S., Peters, G. P., Prigent, C., Prinn, R., Ramonet, M., Regnier, P., Riley, W. J., Rosentreter, J. A., Segers, A., Simpson, I. J., Shi, H., Smith, S. J., Paul Steele, L., Thornton, B. F., Tian, H., Tohjima, Y., Tubiello, F. N., Tsuruta, A., Viovy, N., Voulgarakis, A., Weber, T. S., van Weele, M., van der Werf, G. R., Weiss, R. F., Worthy, D., Wunch, D., Yin, Y., Yoshida, Y., Zhang, W., Zhang, Z., Zhao, Y., Zheng, B., Zhu, Q., Zhu, Q., & Zhuang, Q.
Earth System Science Data 12, 1561-1623 (2020)
Development of the MIROC-ES2L Earth system model and the evaluation of biogeochemical processes and feedbacks
Hajima, T., Watanabe, M., Yamamoto, A., Tatebe, H., Noguchi, M. A., Abe, M., Ohgaito, R., Ito, A. N., Yamazaki, D., Okajima, H., Ito, A., Takata, K., Ogochi, K., Watanabe, S. & Kawamiya, M.
Geoscientific Model Development 13, 2197-2244 (2020)
Statistical characterization of urban CO2 emission signals observed by commercial airliner measurements
Umezawa, T., Matsueda, H., Oda, T., Higuchi, K., Sawa, Y., Machida, T., Niwa, Y. & Maksyutov, S.
Scientific Reports 10:7963 (2020)
Mapping paddy fields in Japan by using a Sentinel-1 SAR time series supplemented by Sentinel-2 images on Google Earth Engine
Inoue, S., Ito, A. & Yonezawa, C.
Remote Sensing 12(10), 1622 (2020)
Climate extreme versus carbon extreme: responses of terrestrial carbon fluxes to temperature and precipitation
Pan, S., Yang, J., Tian, H., Shi, H., Chang, J., Ciais, P., Francois, L., Frieler, K., Fu, B., Hickler, T., Ito, A., Nishida, K., Ostberg, S., Reyer, C. P. O., Schaphoff, S., Steinkamp, J. & Zhao, F.
Journal of Geophysical Research Biogeosciences: e2019JG005252 (2020)
Impacts of land use change and elevated CO2 on the interannual variations and seasonal cycles of gross primary productivity in China
Jia, B., Luo, X., Cai, X., Jain, A., Huntzinger, D. N., Xie, Z., Zeng, N., Mao, J., Shi, X., Ito, A., Wei, Y., Tian, H., Poulter, B., Hayes, D. & Schaefer, K.
Earth System Dynamics 11, 235-249 (2020)
Constraining size-dependence of vegetation respiration rates
Pronounced and unavoidable impacts of low-end global warming on northern high-latitude land ecosystems
Ito, A., Reyer, C. P. O., Gadeke, A., Ciais, P., Chang, J., Chen, M., Francois, L., Forrest, M., Hickler, T., Ostberg, S., Shi, H., Thiery, W. & Tian, H.
Environmental Research Letters 15: 044006 (2020)
Country-Scale Analysis of Methane Emissions with a High-Resolution Inverse Model Using GOSAT and Surface Observations
Janardanan, R., Maksyutov, S., Tsuruta, A., Wang, F., Tiwari, Y. K., Valsala, V., Ito, A., Yoshida, Y., Kaiser, J. W., Janssens-Maenhout, G., Arshinov, M., Sasakawa, M., Tohjima, Y., Worthy, D. E. J., Dlugokencky, E. J., Ramonet, M., Arduini, J., Lavric, J. V., Piacentino, S., Krummel, P. B., Langenfelds, R. L., Mammarella, I. & Matsunaga, T.
Remote Sensing 12(3), 375 (2020)
Influence of biomass burning on local air pollution in mainland Southeast Asia from 2001 to 2016
Yin, S., Wang, X., Zhang, X., Guo, M., Miura, M. & Xiao, Y.
Environmental Pollution 254, 112949 (2019)
Global vegetation biomass production efficiency constrained by models and observations
He, Y., Peng, S., Liu, Y., Li, X., Wang, K., Ciais, P., Arain, M. A., Fang, Y., Fisher, J. B., Goll, D., Hayes, D., Huntzinger, D. N., Ito, A., Jain, A., Janssens, I. A., Mao, J., Matteo, C., Michalak, A. M., Peng, C., Penuelas, J., Poulter, B., Qin, D., Ricciuto, D. M., Schaefer, K., Schwalm, C. R., Shi, X., Tian, H., Vicca, S., Wei, Y., Zeng, N. & Xhu, Q.
Global Change Biology 26: 1474-1484 (2019)
Inter-annual simulation of global carbon cycle variations in a terrestrial-aquatic continuum
Disequilibrium of terrestrial ecosystem CO2 budget caused by disturbance-induced emissions and non-CO2 carbon export flows: a global model assessment
Methane emission from pan-Arctic natural wetlands estimated using a process-based model, 1901-2016
Methane Emission Estimates by the Global High-Resolution Inverse Model Using National Inventories
Wang, F., Maksyutov, S., Tsuruta, A., Janardanan, R., Ito, A., Sasakawa, M., Machida, T., Morino, I., Yoshida, Y., Kaiser, J. W., Janssens-Maenhout, G., Dlugokencky, E., Mammarella, I., Lavric, J. V. & Matsunaga, T.
Remote Sensing 11(21), 2489
Field-experiment constrains on the enhancement of the terrestrial carbon sink by CO2 fertilization
Liu, Y., Piao, S., Gasser, T., Ciais, P., Yang, H., Wang, H., Keenan, T. F., Huang, M., Wan, S., Song, J., Wang, K., Janssens, I. A., Penuelas, J., Huntingford, C., Wang, X., Arain, M. A., Fang, Y., Fisher, J. B., Huang, M., Huntzinger, D. N., Ito, A., Jain, A. K., Mao, J., Michalak, A. M., Peng, C., Poulter, B., Schwalm, C., Shi, X., Tian, H., Wei, Y., Zeng, N., Zhu, Q. & Wang, T.
Nature Geoscience 12, 809-814 (2019)
Weakened growth of cropland-N2O emissions in China associated with nationwide policy interventions
Shang, Z., Zhou, F., Smith, P., Saikawa, E., Ciais, P., Chang, J., Tian, H., Del Grosso, S. J., Ito, A., Chen, M., Wang, Q., Bo, Y., Cui, X., Castaldi, S., Juszczak, R., Kasimir, A., Magliulo, V., Medinets, S., Medinets, V., Rees, R. M., Wohlfahrt, G. & Sabbatini, S.
Global Change Biology 25, 3706-3719 (2019)
Benchmark estimates for aboveground littrefall data derived from ecosystem models
Li, S., Yuan, W., Ciais, P., Viovy, N., Ito, A., Jia, B. & Zhu, D.
Environmental Research Letters 14, 084020 (2019)
Estimating carbon fixation of plant organs for afforestation monitoring using a process‐based ecosystem model and ecophysiological parameter optimization
Miyauchi, T., Machimura, T. & Saito, M.
Ecology and Evolution 9, 8025-8041 (2019)
Vegetation functional properties determine uncertainty of simulated ecosystem productivity: a traceability in the East Asian monsoon region
Cui, E., Huang, K., Arain, M. A., Fisher, J. B., Huntzinger, D. N., Ito, A., Luo, Y., Jain, A. K., Mao, J., Michalak, A. M., Niu, S., Parazoo, N. C., Peng, C., Peng, S., Poulter, B., Ricciuto, D. M., Schaefer, K. M., Schwalm, C. R., Shi, X., Tian, H., Wang, W., Wang, J., Wei, Y., Yan, E., Yan, L., Zeng, N., Zhu, Q. & Xia, J.
Global Biogeochemical Cycles 33, 668-689 (2019)
Fraction of nitrous oxide production in nitrification and its effect on total soil emission: a meta-analysis and global-scale sensitivity analysis using a process-based model
Inatomi, M., Hajima, T. & Ito, A.
PLoS ONE 14(7): e0219159 (2019)
Methane budget of East Asia, 1990-2015: A bottom-up evaluation
Ito, A., Tohjima, Y., Saito, T., Umezawa, T., Hajima, T., Hirata, R., Saito, M. & Terao, Y.
Science of the the Total Environment 676, 40-52 (2019)
Determining sectoral and regional sensitivity to climate and socio-economic change in Europe using impact response surface
Fronzek, S., Carter, T. R., Pirttioja, N., Alkemade, R., Audsley, E., Bugmann, H., Florke, M., Holman, I., Honda, Y., Ito, A., Janes-Bassett, V., Lafond, V., Leemans, R., Mokrech, M., Nunez, S., Sandars, D., Snell, R., Takahashi, K., Tanaka, A., Wimmer, F. & Yoshikawa, M.
Regional Environmental Change 19, 679-693 (2019)
State-of-the-art global models underestimate impacts from climate extremes
Schewe, J., Gosling, S. N., Reyer, C., Zhao, F., Ciais, P., Elliott, J., Francois, L., Huber, V., Lotze, H. K., Seneviratne, S. I., van Vliet, M. T. H., Vautard, R., Wada, Y., Breuer, L., Buchner, M., Carozza, D. A., Chang, J., Coll, M., Deryng, D., De Wit, A., Eddy, T. D., Folberth, C., Frieler, K., Friend, A. D., Gerten, D., Gudmundsson, L., Hanasaki, N., Ito, A., Khabarov, N., Kim, H., Lawrence, P., Morfopoulos, C., Muller, C., Schmied, H. M., Orth, R., Ostberg, S., Pokhrel, Y., Pugh, T. A. M., Sakurai, G., Satoh, Y., Schmid, E., Stacke, T., Steenbeek, J., Steinkamp, J., Tang, Q., Tian, H., Tittensor, D. P., Volkholz, J., Wang, X. & Warszawski, L.
Nature Communications 10, 1005 (2019)
Global soil nitrous oxide emissions since the pre-industrial era estimated by an ensemble of terrestrial biosphere models: Magnitude, attribution and uncertainty
Tian, H., Yang, J., Xu, R., Lu, C., Canadell, J. G., Davidson, E. A., Jackson, R. B., Arneth, A., Chang, J., Ciais, P., Gerber, S., Ito, A., Joos, F., Lienert, S., Messina, P., Olin, S., Pan, S., Peng, C., Saikawa, E., Thompson, R. L., Vuichard, N., Winiwarter, W., Zaehle, S. & Zhang, B.
Global Change Biology 25, 640-659 (2019)
Temporal changes in the relationship between tree-ring growth and net primary production in northern Japan: a novel approach to the estimation of seasonal photosynthate allocation to the stem
Application of process-based eco-hydrological model to broader northern Eurasia wetlands through coordinate transformation
Nakayama, T. & Maksyutov, S.
Ecohydrology & Hydrobiology 18, 269-277 (2018)
Impact of global major reservoirs on carbon cycle changes by using an advanced eco-hydrologic and biogeochemical coupling model
Nakayama, T. & Pelletier, G. J.
Ecological Modelling 387, 172-186 (2018)
Emissions of nitrous oxide (N2O) from soil surfaces and their historical changes in East Asia: a model-based assessment
Ito, A., Nishina, K., Ishijima, K., Hashimoto, S. & Inatomi, M.
Progress in Earth and Planetary Science 5, 55 (2018)
The global N2O Model Intercomparison Project
Tian, H., Yang, J., Lu, C., Xu, R., Canadell, J. G., Jackson, R. B., Arneth, A., Chang, J., Chen, G., Ciais, P., Gerber, S., Ito, A., Huang, Y., Joos, F., Lienert, S., Messina, P., Olin, S., Pan, S., Peng, C., Saikawa, E., Thompson, R. L., Vuichard, N., Winiwarter, W., Zaehle, S., Zhang, B., Zhang, K. & Zhu, Q.
Bulletin of the American Meteorological Society 99, 1231-1251 (2018)
Evapotranspiration simulations in ISIMIP2a-Evaluation of spatio-temporal characteristics with a comprehensive ensemble of independent datasets
Wartenburger, R., Seneviratne, S. I., Hirschi, M., Chang, J., Ciais, P., Deryng, D., Elliott, J., Folberth, C., Gosling, S. N., Gudmundsson, L., Henrot, A., Hickler, H., Ito, A., Khabarov, N., Kim, H., Leng, G., Liu, J., Liu, X., Masaki, Y., Morfopoulos, C., Muller, C., Schmied, H. M., Nishina, K., Orth, R., Pokhrel, Y. N., Pugh, T., Satoh, Y., Schaphoff, S., Schmid, E., Sheffield, J., Stacke, T., Steinkamp, J., Tang, O., Thiery, W., Wada, Y., Wang, X., Weedon, G. P., Yang, H. & Zhou, T.
Environ. Res. Lett. (2018)
Asymmetric responses of primary productivity to altered precipitation simulated by ecosystem models across three long-term grassland sites
Wu, D., Ciais, P., Viovy, N., Knapp, A. K., Wilcox, K., Bahn, M., Smith, M. D., Vicca, S., Fatichi, S., Zscheischler, J., He, Y., Li, X., Ito, A., Arneth, A., Harper, A., Ukkola, A., Paschalis, A., Poulter, B., Peng, C., Ricciuto, D., Reinthaler, D., Chen, G., Tian, H., Genet, H., Mao, J., Ingrisch, J., Nabel, J. E. M. S., Pongratz, J., Boysen, L. R., Kautz, M., Schmitt, M., Meir, P., Zhu, Q., Hasibeder, R., Sippel, S., Dangal, S. R. S., Sitch, S., Shi, X., Wang, Y., Luo, Y., Liu, Y. & Piao, S.
Biogeosciences 15, 3421-3437 (2018)
Land use change and El Nino-Southern Oscillation drive decadal carbon balance shifts in Southeast Asia
Kondo, M., Ichii, K., Patra, P. K., Canadell, J. G., Poulter, B., Sitch, S., Calle, L., Liu, Y. Y., van Dijk, A. I. J. M., Saeki, T., Saigusa, N., Friedlingstein, P., Arneth, A., Harper, A., Jain, A. K., Kato, E., Koven, C., Li, F., Pugh, T. A. M., Zaehle, S., Wiltshire, A., Chevallier, F., Maki, T., Nakamura, T., Niwa, Y. & Rodenbeck, C
Nature Communications 9, 1154 (2018)
Reliability ensemble averaging of 21st century projections of terrestrial net primary productivity reduces global and regional uncertainties
Exbrayat, J.-F., Bloom, A. A., Falloon, P., Ito, A., Smallman, T. L. & Williams, M.
Earth Syst. Dynam. 9, 153-165 (2018)
Missing pieces to modeling the Arctic-Boreal puzzle
Fisher, J. B., Hayes, D. J., Schwalm, C. R., Huntzinger, D. N., Stofferahn, E., Schaefer, K., Luo, Y., Wullschleger, S. D., Goetz, S., Miller, C. E., Griffith, P., Chadburn, S., Chatterjee, A., Ciais, P., Douglas, T. A., Genet, H., Ito, A., Neigh, C. S. R., Poulter, B., Rogers, B. M., Sonnetag, O., Tian, H., Wang, W., Xue, Y., Yang, Z.-L. & Zeng, N.
Environ. Res. Lett. 13, (2018)
Response of water use efficiency to global environmental change based on output from terrestrial biosphere models
Zhou, S., Yu, B., Schwalm, C. R., Ciais, P., Zhang, Y., Fisher, J. B., Michalak, A. M., Wang, W., Poulter, B., Huntzinger, D. N., Niu, S., Mao, J., Jain, A., Ricciuto, D. M., Shi, X., Ito, A., Wei, Y., Huang, Y. & Wang, G.
Global Biogeochemical Cycles 31 (2017)
Temporal Characteristics of CH4 Vertical Profiles Observed in the West Siberian Lowland Over Surgut From 1993 to 2015 and Novosibirsk From 1997 to 2015
Sasakawa, M., Machida, T., Ishijima, K., Arshinov, M., Patra, P. K., Ito, A., Aoki, S. & Petrov, V.
Journal of Geophysical Research: Atmospheres 122, 11,261-11,273 (2017)
Reconciliation of top-down and bottom-up CO2 fluxes in Siberia larch forest
Takata, K., Patra, P. K., Kotani, A., Mori, J., Belikov, D., Ichii, K., Saeki, T., Ohta, T., Saito, K., Ueyama, M., Ito, A., Maksyutov, S., Miyazaki, S., Burke, E. J., Ganshin, A., Iijima, Y., Ise, T., Machiya, H., Maximov, T. C., Niwa, Y., O’ishi, R., Park, H., Sasai, T., Sato, H., Tei, S., Zhuravlev, R., Machida, T., Sugimoto, A. & Aoki, S.
Environ. Res. Lett. (2017)
Regional contribution to variability and trends of global gross primary productivity
Chen, M., Rafique, R., Asrar, G. R., Bond-Lamberty, B., Ciais, P., Zhao, F., Reyer, C. P. O., Ostberg, S., Chang, J., Ito, A., Yang, J., Zeng, N., Kalnay, E., West, T., Leng, G., Francois, L., Munhoven, G., Henrot, A., Tian, H., Pan, S., Nishida, K., Viovy, N., Morfopoulos, C., Betts, R., Schaphoff, S., Steinkamp, J. & Hickler, T.
Environ. Res. Lett. 12, 105005 (2017)
Variability and quasi-decadal changes in the methane budget over the period 2000-2012
Saunois, M., Bousquet, P., Poulter, B., Peregon, A., Ciais, P., Canadell, J. G., Dlugokencky, E. J., Etiope, G., Bastviken, D., Houweling, S., Janssens-Maenhout, G., Tubiello, F. N., Castaldi, S., Jackson, R. B., Alexe, M., Arora, V. K., Beerling, D. J., Bergamaschi, P., Blake, D. R., Brailsford, G., Bruhwiler, L., Crevoisier, C., Crill, P., Covey, K., Frankenberg, C., Gedney, N., Hoglund-Isaksson, L., Ishizawa, M., Ito, A., Joos, F., Kim, H.-S., Kleinen, T., Krummel, P., Lamarque, J.-F., Langenfelds, R., Locatelli, R., Machida, T., Maksyutov, S., Melton, J. R., Morino, I., Naik, V., O’Doherty, S., Parmentier, F.-J. W., Patra, P. K., Peng, C., Peng, S., Peters, G. P., Pison, I., Prinn, R., Ramonet, M., Riley, W. J., Saito, M., Santini, M., Schroeder, R., Simpson, I. J., Spahni, R., Takizawa, A., Thornton, B. F., Tian, H., Tohjima, Y., Viovy, N., Voulgarakis, A., Weiss, R., Wilton, D. J., Wiltshire, A., Worthy, D., Wunch, D., Xu, X., Yoshida, Y., Zhang, B., Zhang, Z. & Zhu, Q.
Atmos. Chem.Phys. 17, 11135-11161 (2017)
Effectively tuning plant growth models with different spatial complexity: A statistical perspective
Nakagawa, Y., Yokozawa, M., Ito, A. & Hara, T.
Ecological Modelling 361, 95-112 (2017)
Assessment of anthropogenic methane emissions over large regions based on GOSAT observations and high resolution transport modeling
Janardanan, R., Maksyutov, S., Ito, A., Yoshida, Y. & Matsunaga, T.
Remote Sensing 9(9), 941 (2017)
Global wetland contribution to 2000-2012 atmospheric methane growth rate dynamics
Poulter, B., Bousquet, P., Canadell, J. G., Ciais, P., Peregon, A., Saunois, M., Arora, V. K., Beerling, D., Brovkin, V., Jones, C. D., Joos, F., Gedney, N., Ito, A., Kleinen, T., Koven, C., McDonald, K., Melton, J. R., Peng, C., Peng, S., Prigent, C., Schroder, R., Riley, W., Saito, M., Spahni, R., Tian, H., Taylor, L., Viovy, N., Wilton, D., Wiltshire, A., Xu, X., Zhang, B., Zhang, Z. & Zhu, Q.
Environ. Res. Lett. 12, 094013 (2017)
Global distribution of clay-size minerals on land surface for biogeochemical and climatological studies
Photosynthetic productivity and its efficiencies in ISIMIP2a biome models: benchmarking for impact assessment studies
Ito, A., Nishina, K., Reyer, C. P. O., Francois, L., Henrot, A.-J., Munhoven, G., Jacquemin, I., Tian, H., Yang, J., Pan, S., Morfopoulos, C., Betts, R., Hicklerv, T., Steinkamp, J., Ostberg, S., Schaphoff, S., Ciais, P., Chang, J., Rafique, R., Zeng, F. & Zhao, F.
Environ. Res. Lett. 12, 085001 (2017)
陸域生物圏モデルの開発と温暖化研究：最近の動向
Uncertainty in the response of terrestrial carbon sink to environmental drivers undermines carbon-climate feedback predictions
Huntzinger, D. N., Michalak, A. M., Schwalm, C., Ciais, P., King, A. W., Fang, Y., Schaefer, K., Wei, Y., Cook, R. B., Fisher, J. B., Hayes, D., Huang, M., Ito, A., Jain, A. K., Lei, H., Lu, C., Maignan, F., Mao, J., Parazoo, N., Peng, S., Poulter, B., Ricciuto, D., Shi, X., Tian, H., Wang, W., Zeng, N. & Zhao, F.
Scientific Reports 7, 4765 (2017)
Evaluation of climate-related carbon turnover processes in global vegetation models for boreal and temperate forests
Thurner, M., Beer, C., Ciais, P, Friend, A. D., Ito, A., Kleidon, A., Lomas, M. R., Quegan, S., Rademacher, T. T., Schaphoff, S., Tum, M., Wiltshire, A. & Carvalhais, N.
Global Change Biology 23, 3076-3091 (2017)
A 4D-Var inversion system based on the icosahedral grid model (NICAM-TM 4D-Var v1.0) - Part 2: Optimization scheme and identical twin experiment of atmospheric CO2 inversion
Niwa, Y., Fujii, Y., Sawa, Y., Iida, Y., Ito, A., Satoh, M., Imasu, R., Tsuboi, K., Matsueda, H. & Saigusa, N.
Geosci. Model Dev. 10, 2201-2219 (2017)
Global land carbon sink response to temperature and precipitation varies with ENSO phase
Fang, Y., Michalak, A. M., Schwalm, C. R., Huntzinger, D. N., Berry, J. A., Ciais, P., Piao, S., Poulter, B., Fisher, J. B., Cook, R. B., Hayes, D., Huang, M., Ito, A., Jain, A., Lei, H., Lu, C., Mao, J., Parazoo, N. C., Peng, S., Ricciuto, D. M., Shi, X., Tao, B., Tian, H., Wang, W., Wei, Y. & Yang, J.
Environ. Res. Lett. 12, 064007 (2017)
Current and future carbon budget at Takayama site, Japan, evaluated by a regional climate model and a process-based terrestrial ecosystem model
Kuribayashi, M., Noh, N.-K., Saitoh, T. M., Ito, A., Wakazuki, Y. & Muraoka, H.
Int. J. Biometeorol. 61, 989-1001 (2017)
Estimation of global soil respiration by accounting for land-use changes derived from remote sensing data
Adachi, M., Ito, A., Yonemura, S. & Takeuchi, W.
J Environ. Manage. 200, 97-104 (2017)
Scaled-dependence and seasonal variations of carbon cycle through development of an advanced eco-hydrologic and biogeochemical coupling model
Nakayama, T.
Ecological Modelling 356, 151-161 (2017)
Development of an advanced eco-hydrologic and biogeochemical coupling model aimed at clarifying the missing role of inland water in the global biogeochemical cycle
Solar radiation management and ecosystem functional responses
A decadal inversion of CO2 using the Global Eulerian-Lagrangian Coupled Atmospheric model (GELCA): sensitivity to the ground-based observation network
Shirai, T., Ishizawa, M., Zhuravlev, R., Ganshin, A., Belikov, D., Saito, M., Oda, T., Valsala, V., Gomez-Pelaez, A. J., Langenfelds, R. & Maksyutov, S.
Tellus B: Chemical and Physical Meteorology 69:1, 1291158 (2017)
Benchmarking carbon fluxes of the ISIMIP2a biome models
Chang, J., Ciais, P., Wang, X., Piao, S., Asrar, G., Betts, R., Chevallier, F., Dury, M., Francois, L., Frieler, K., Garcia Cantu Ros, A., Henrot, A.-J., Hickler, T., Ito, A., Morfopoulos, C., Munhoven, G., Nishina, K., Ostberg, S., Pan, S., Peng, S., Rafique, R., Reyer, C., Rodenbeck, C., Schaphoff, S., Steinkamp, J., Tian, H., Viovy, N., Yang, J., Zeng, N. & Zhao, F.
Environ. Res. Lett. 12, 045002 (2017)
Reconstruction of spatially detailed global map of NH4+ and NO3- application in synthetic nitrogen fertilizer
Nishina, K., Ito, A., Hanasaki, N. & Hayashi, S.
Earth Syst. Sc. Data 9, 149-162 (2017)
On the scaling of climate impact indicators with global mean temperature increase: a case study of terrestrial ecosystems and water resources
Tanaka, A., Takahashi, K., Shiogama, H., Hanasaki, N., Masaki, Y., Ito, A., Noda, H., Hijioka, Y. & Emori S.
Climatic Change Letters (2017)
Adjoint of the global Eulerian-Lagrangian coupled atmospheric transport model (A-GELCA v1.0): development and validation
Belikov, D. A., Maksyutov, S., Yaremchuk, A., Ganshin, A., Kaminski, T., Blessing, S., Sasakawa, M., Gomez-Pelaez, A. J. & Starchenko, A.
Geoscientific Model Development 9, 749-764 (2016)
Global land-use allocation model linked to an integrated assessment model
Hasegawa, T., Fujimori, S., Ito, A., Takahashi, K. & Masui, T.
Science of the Total Environment (2016)
The global methane budget 2000-2012
Saunois, M., Bousquet, P., Poulter, B., Peregon, A., Ciais, P., Canadell, J. G., Dlugokencky, E. J., Etiope, G., Bastviken, D., Houweling, S., Janssens-Maenhout, G., Tubiello, F. N., Castaldi, S., Jackson, R. B., Alexe, M., Arora, V. K., Beerling, D. J., Bergamaschi, P., Blake, D. R., Brailsford, G., Brovkin, V., Bruhwiler, L., Crevoisier, C., Crill, P., Covey, K., Curry, C., Frankenberg, C., Gedney, N., Hoglund-Isaksson, L., Ishizawa, M., Ito, A., Joos, F., Kim, H.-S., Kleinen, T., Krummel, P., Lamarque, J.-F., Langenfelds, R., Locatelli, R., Machida, T., Maksyutov, S., McDonald, K. C., Marshall, J., Melton, J. R., Morino, I., Naik, V., O’Doherty, S., Parmentier, F.-J. W., Patra, P. K., Peng, C., Peng, S., Peters, G. P., Pison, I., Prigent, C., Prinn, R., Ramonet, M., Riley, W. J., Saito, M., Santini, M., Schroeder, R., Simpson, I. J., Spahni, R., Steele, P., Takizawa, A., Thornton, B. F., Tian, H., Tohjima, Y., Viovy, N., Voulgarakis, A., van Weele, M., van der Werf, G. R., Weiss, R., Wiedinmyer, C., Wilton, D. J., Wiltshire, A., Worthy, D., Wunch, D., Xu, X., Yoshida, Y., Zhang, B., Zhang, Z. & Zhu, Q.
Earth Syst. Sci. Data 8, 697-751 (2016)
Enhanced Methane Emissions during Amazonian Drought by Biomass Burning
Saito, M., Kim, H.-S., Ito, A., Yokota, T. & Maksyutov, S.
PLOS ONE (2016)
Impacts of future climate change on the carbon budget of northern high-latitude terrestrial ecosystems: an analysis using ISI-MIP data
Ito, A., Nishina, K.& Noda, H. M.
Polar Science 10, 346-355 (2016)
Role of CO2, climate and land use in regulating the seasonal amplitude increase of carbon fluxes in terrestrial ecosystems: a multimodel analysis
Zhao, F., Zeng, N., Asrar, G., Friedlingstein, P., Ito, A., Jain, A., Kalnay, E., Kato, E., Koven, C. D., Poulter, B., Rafique, R., Sitch, S., Shu, S., Stocker, B., Viovy, N., Wiltshire, A. & Zaehle, S.
Biogeosciences 13, 5121-5137 (2016)
The effect of GOSAT observations on estimates of net CO2 flux in semi-arid regions of the Southern Hemisphere
Kondo, M., Saeki, T., Takagi, H., Ichii, K. & Ishijima, K.
SOLA 12, 181-186 (2016)
A meta-analysis of leaf nitrogen distribution within plant canopies
Hikosaka, K., Anten, N. P. R., Borjigidai, A., Kamiyama, C., Sakai, H., Hasegawa, T., Oikawa, S., Iio, A., Watanabe, M., Koike, T., Nishina, K. & Ito, A.
Annals of Botany 118, 239-247 (2016)
Regional carbon fluxes from land use and land cover change in Asia, 1980-2009
Calle, L., Canadell, J. G., Patra, P., Ciais, P., Ichii, K., Tian, H., Kondo, M., Piao, S., Arneth, A., Harper, A. B., Ito, A., Kato, E., Koven, C., Sitch, S., Stocker, B. D., Viovy, N., Wiltshire, A., Zaehle, S. & Poulter, B.
Environ. Res. Lett. 11, 074011 (2016)
Decadal trends in the seasonal-cycle amplitude of terrestrial CO2 exchange resulting from the ensemble of terrestrila biosphere models
Ito, A., Inatomi, M., Huntzinger, D. N., Schwalm, C., Michalak, A. M., Cook, R., King, A. W., Mao, J., Wei, Y., Post, W. M., Wang, W., Arain, M. A., Huang, M., Lei, H., Tian, H., Lu, C., Yang, J., Tao, B., Jain, A., Poulter, B., Peng, S., Ciais, P., Fisher, J. B., Parazoo, N., Schaefer, K., Peng, C., Zeng, N. & Zhao, F.
Tellus B. 68, 28968 (2016)
Evaluation of global warming impacts on the carbon budget of terrestrial ecosystems in monsoon Asia: a multi-model analysis
Ito, A., Nishina, K. & Noda, H. M.
Ecol. Res. 31, 459-474 (2016)
Regional methane emission estimation based on observed atmospheric concentrations (2002-2012)
Patra, P. K., Saeki, T., Dlugokencky, E. J., Ishijima, K., Umezawa, T., Ito, A., Aoki, S., Morimoto, S., Kort, E. A., Crotwell, A., Ravi Kumar, K. & Nakazawa, T.
J. Meteor. Soc. Japan 94(1), 91-113 (2016)