Biogeochemical Cycle Modeling and Analysis Section

The Biogeochemical Cycle Modeling and Analysis Section mainly conducts simulations and data analysis using numerical models to elucidate the global dynamics of greenhouse gases. It is one of the leading laboratories in Japan that widely covers the atmosphere, land, and water in model research. We also develop and apply various models used in the GOSAT project.

Staff

Research Projects

Results

Publications

Emergent constraints on future Amazon climate change-induced carbon loss using past global warming trends
Melnikova, I., Yokohata, T., Ito A., Nishina, K., Tachiiri, K., & Shiogama, H.
Nature Communications, 15, 7623 (2024)
Monsoon Asia Rice Calendar (MARC): a gridded rice calendar in monsoon Asia based on Sentinel-1 and Sentinel-2 images
Zhao, X., Nishina, K., Izumisawa, H., Masutomi, Y., Osako, S., & Yamamoto, S.
Earth System Science Data, 16, 3893–3911 (2024)
Impact of the 2015 El Niño event on Borneo: Detection of drought damage using solar- induced chlorophyll fluorescence
Murakami, K., Saito, M., Noda, H. M., Oshio, H., Yoshida, Y., Ichii, K., & Matsunaga, T.
Journal of Agricultural Meteorology, 80, 3, 69-78 (2024)
The Greenhouse Gas Budget of Terrestrial Ecosystems in East Asia Since 2000
Wang, X., Gao, Y., Jeong, S., Ito, A., Bastos, A., Poulter, B., Wang, Y., Ciais, P., Tian, H., Yuan, W., Chandra, N., Chevallier, F., Fan, L., Hong, S., Lauerwald, R., Li, W., Lin, Z., Pan, N., Patra, P. K., Peng, S., Ran, L., Sang, Y., Sitch, S., Takashi, M., Thompson, R. L., Wang, C., Wang, K., Wang, T., Xi, Y., Xu, L., Yan, Y., Yun, J., Zhang, Y., Zhang, Y., Zhang, Z., Zheng, B., Zhou, F., Tao, S., Canadell, J. G., & Piao, S.
Global Biogeochemical Cycles, 38, e2023GB007865 (2024)
Assessment of methane emissions from oil, gas and coal sectors across inventories and atmospheric inversions
Tibrewal, K., Ciais, P., Saunois, M., Martinez, A., Lin, X., Thanwerdas, J., Deng, Z., Chevallier, F., Giron, C., Albergel, C., Tanaka, K., Patra, P., Tsuruta, A., Zheng, B., Belikov, D., Niwa, Y., Janardanan, R., Maksyutov, S., Segers, A., Tzompa-Sosa, Z. A., Bousquet, P., & Sciare, J.
Communications Earth & Environment, 5:26 (2024)
Anthropogenic CO2 emission estimates in the Tokyo metropolitan area from ground-based CO2 column observations
Ohyama, H., Frey, M. M., Morino, I., Shiomi, K., Nishihashi, M., Miyauchi, T., Yamada, H., Saito, M., Wakasa, M., Blumenstock, T., & Hase, F.
Atmospheric Chemistry and Physics, 23, 23, 15097–15119 (2023)
Divergent data-driven estimates of global soil respiration
Hashimoto, S., Ito, A., & Nishina, K.
Commun Earth Environ 4, 460 (2023)
Global Carbon Budget 2023
Friedlingstein, P., O'Sullivan, M., Jones, M. W., Andrew, R. M., Bakker, D. C. E., Hauck, J., Landschützer, P., Le Quéré, C., Luijkx, I. T., Peters, G. P., Peters, W., Pongratz, J., Schwingshackl, C., Sitch, S., Canadell, J. G., Ciais, P., Jackson, R. B., Alin, S. R., Anthoni, P., Barbero, L., Bates, N. R., Becker, M., Bellouin, N., Decharme, B., Bopp, L., Brasika, M., Cadule , P., Chamberlain, M. A., Chandra, N., Chau, T.-T.-T., Chevallier, F., Chini, L. P., Cronin, M., Dou, X., Enyo, K., Evans, W., Falk, S., Feely, R. A., Feng, L., Ford, D. J., Gasser, T., Ghattas, J., Gkritzalis, T., Grassi, G., Gregor, L., Gruber, N., Gürses, Ö., Harris, I., Heinke, J., Houghton, R. A., Hurtt, G. C., Iida, Y., Ilyina, T., Jacobson, A. R., Jain, A., Jarníková, T., Jersild, A., Jiang, F., Jin, Z., Joos, F., Kato, E., Keeling, R. F., Kennedy, D., Goldewijk, K. K., Knauer, J., Körtzinger, A., Lefèvre, N., Li, H., Liu, J., Liu, Z., Ma, L., Mayot, N., McGuire, P., McKinley, G. A., Meyer, G., Morgan, E. J., Munro, D. R., Nakaoka, S.-I., Niwa, Y., O'Brien, K. M., Olsen, A., Omar, A. M., Ono, T., Paulsen, M. E., Pierrot, D., Pocock, K., Poulter, B., Powis, C., Rehder, G., Resplandy, L., Robertson, E., Rödenbeck, C., Rosan, T. M., Schwinger, J., Séférian, R., Smallman, L., Smith, S., Sospedra-Alfonso, R., Sun, Q., Sutton, A. J., Sweeney, C., Takao, S., Tian, H., Tilbrook, B., Tsujino, H., Tubiello, F., van der Werf, G., van Ooijen, E., Wanninkhof, R., Watanabe, M., Wimart-Rousseau, C., Yang, D., Yang, X., Yuan, W., Yue, X., Zaehle, S., Zeng, J., & Zheng, B.
Earth System Science Data, 15, 5301–5369 (2023)
Global termite methane emissions have been affected by climate and land-use changes
Ito, A.
Scientific Reports, 13, 17195, 10.1038/s41598-023-44529-1 (2023)
Intercomparison of Atmospheric Carbonyl Sulfide (TransCom-COS): 2. Evaluation of Optimized Fluxes Using Ground-Based and Aircraft Observations
Ma, J., Remaud, M., Peylin, P., Patra, P., Niwa, Y., Rodenbeck, C., Cartwright, M., Harrison, J. J., Chipperfield, M. P., Pope, R. J., Wilson, C., Belviso, S., Montzka, S. A., Vimont, I., Moore, F., Atlas, E. L., Schwartz, E., & Krol, M. C.
Journal of Geophysical Research: Atmospheres, 128, e2023JD039198 (2023)
Cold-season methane fluxes simulated by GCP-CH4 models
Ito, A., Li, T., Qin, Z., Melton, J. R., Tian, H., Kleinen, T., Zhang, W., Zhang, Z., Joos, F., Ciais, P., Hopcroft, P. O., Beerling, D. J., Liu, X., Zhuang, Q., Zhu, Q., Peng, C., Chang, K.-Y., Fluet-Chouinard, E., McNicol, G., Patra, P., Poulter, B., Sitch, S., Riley, W., & Zhu, Q.
Geophys. Res. Lett., 50, e2023GL103037 (2023)
Bottom-up Evaluation of the Methane Budget in Asia and its Subregions
Ito, A., Patra, P. K., & Umezawa, T.
Global Biogeochemical Cycles, 37, e2023GB007723 (2023)
Estimation of spatio-temporal distribution of 137Cs concentrations in litter layer of forest ecosystems in Fukushima using FoRothCs model
Nishina, K., Hayashi, S., Hashimoto, S., & Matsuura, T.
Environmental Pollution, 328, 121605 (2023)
Near-real-time estimation of fossil fuel CO2 emissions from China based on atmospheric observations on Hateruma and Yonaguni Islands, Japan
Tohjima, Y., Niwa, Y., Patra, P. K., Mukai, H., Machida, T., Sasakawa, M., Tsuboi, K., Saito, K., & Ito, A.
Progress in Earth and Planetary Science, 10:10 (2023)
Intercomparison of Atmospheric Carbonyl Sulfide (TransCom-COS; Part One): Evaluating the Impact of Transport and Emissions on Tropospheric Variability Using Ground-Based and Aircraft Data
Remaud, M., Ma, J., Krol, M., Abadie, C., Cartwright, M. P., Patra, P., Niwa, Y., Rodenbeck, C., Belviso, S., Kooijmans, L., Lennartz, S., Maignan, F., Chevallier, F., Chipperfield, M. P., Pope, R. J., Harrison, J. J., Vimont, I., Wilson, C., & Peylin, P.
Journal of Geophysical Research: Atmospheres, 128, e2022JD037817 (2023)
Feature-based algorithm for large-scale rice phenology detection based on satellite images
Zhao, X., Nishina, K., Akitsu, T. K., Jiang, L., Masutomi, Y., & Nasahara, K. N.
Agricultural and Forest Meteorology, 329, 109283 (2023)
Dissolved N2O concentrations in oil palm plantation drainage in a peat swamp of Malaysia
Nishina, K., Melling, L., Toyoda, S., Itoh, M., Terajima, K., Waili, J. W. B., Wong, G. X., Kiew, F., Aeries, E. B., Hirata, R., Takahashi, Y., & Onodera, T.
Science of the Total Environment, 872, 162062 (2023)
N2O emission factors for organic amendments in Japan from measurement campaign and systematic review
Akiyama, H., Sano, T., Nishina, K., Sudo, S., Oura, N., Fujimori, M., Uezono, I., Yano, S., Ohkoshi, S., Fujita, Y., Shiratori, Y., Tsuji, M., Hasukawa, H., Suzue, Y., Yamada, Y., Mizukami, H., Matsumoto, T., & Yagi, K.
Science of The Total Environment, 864, 161088 (2022)
Estimation of a Posterior Error Covariance Matrix Using Conjugate Vectors and the BFGS Formula (in Japanese)
Niwa, Y., & Fujii, Y.
Proceedings of the Institute of Statistical Mathematics Vol.70, No.2, 195-208 (2022)
Global Carbon Budget 2022
Friedlingstein, P., O’Sullivan, M., Jones, M. W., Andrew, R. M., Gregor, L., Hauck, J., Le Quéré, C., Luijkx, I. T., Olsen, A., Peters, G. P., Peters, W., Pongratz, J., Schwingshackl, C., Sitch, S., Canadell, J. G., Ciais, P., Jackson, R. B., Alin, S., Alkama, R., Arneth, A., Arora, V. K., Bates, N. R., Becker, M., Bellouin, N., Bittig, H. C., Bopp, L., Chevallier, F., Chini, L. P., Cronin, M., Evans, W., Falk, S., Feely, R. A., Gasser, T., Gehlen, M., Gkritzalis, T., Gloege, L., Grassi, G., Gruber, N., Gürses, Ö., Harris, I., Hefner, M., Houghton, R. A., C. Hurtt, G. C., Iida, Y., Ilyina, T., Jain, A. K., Jersild, A., Kadono, K., Kato, E., Kennedy, D., Goldewijk, K. K., Knauer, J., Korsbakken, J. I., Landschützer, P., Lefèvre, N., Lindsay, K., Liu, J., Liu, Z., Marland, G., Mayot, N., McGrath, M. J., Metzl, N., Monacci, N. M., Munro, D. R., Nakaoka, S.-I., Niwa, Y., O'Brien, K., Ono, T., Palmer, P. I., Pan, N., Pierrot, D., Pocock, K., Poulter, B., Resplandy, L., Robertson, E., Rödenbeck, C., Rodriguez, C., Rosan, T. M., Schwinger, J., Séférian, R., Shutler, J. D., Skjelvan, I., Steinhoff, T., Sun, Q., Sutton, A. J., Sweeney, C., Takao, S., Tanhua, T., Tans, P. P., Tian, X., Tian, H., Tilbrook, B., Tsujino, H., Tubiello, F., van der Werf, G. R., P. Walker, A. P., Wanninkhof, R., Whitehead, C., Wranne, A. W., Wright, R., Yuan, W., Yue, C., Yue, X., Zaehle, S., Zeng, J., & Zheng, B.
Earth Syst. Sci. Data, 14, 4811–4900 (2022)
Estimating impact likelihoods from probabilistic projections of climate and socio-economic change using impact response surfaces
Fronzek, S., Honda, Y., Ito, A., Nunes, J. P., Pirttioja, N., Räisänen, J., Takahashi, K., Terämä, E., Yoshikawa, M., & Carter, T. R.
Climate Risk Management, 38, 100466 (2022)
Atmospheric Observations Suggest Methane Emissions in North-east China Growing with Natural Gas Use
Wang, F., Maksyutov, S., Janardanan, R., Tsuruta, A., Ito, A., Morino, I., Yoshida, Y., Tohjima, Y., Kaiser, J. W., Lan, X., Zhang, Y., Mammarella, I., Lavric, J. V., & Matsunaga, T.
Scientific Reports, 12 (2022)
How quickly would we see the effects of changing greenhouse gas emissions?
Chandra, N., & Niwa, Y.
Front. Young Minds., 10:695527 (2022)
Toward a long-term atmospheric CO2 inversion for elucidating natural carbon fluxes: technical notes of NISMON-CO2 v2021.1
Niwa, Y., Ishijima, K., Ito, A., & Iida, Y.
Progress in Earth and Planetary Science, 9:42 (2022)
Greenhouse gases and ozone depleting substances (in Japanese)
梅澤拓,丹羽洋介,斉藤拓也,齋藤尚子,豊田栄
Archives of Atmospheric Chemistry Research, 47, 047A02 (2022)
Terrestrial Ecosystem and Atmospheric Chemistry (in Japanese)
持田陸宏,伊藤昭彦,松田和秀,谷晃
Archives of Atmospheric Chemistry Research, 47, 047A05 (2022)
Global Carbon Budget 2021
Friedlingstein, P., Jones, M. W., O'Sullivan, M., Andrew, R. M., Bakker, D. C. E., Hauck, J., Le Quéré, C., Peters, G. P., Peters, W., Pongratz, J., Sitch, S., Canadell, J. G., Ciais, P., Jackson, R. B., Alin, S. R., Anthoni, P., Bates, N. R., Becker, M., Bellouin, N., Bopp, L., Chau, T. T. T., Chevallier, F., Chini, L. P., Cronin, M., Currie, K. I., Decharme, B., Djeutchouang, L. M., Dou, X., Evans, W., Feely, R. A., Feng, L., Gasser, T., Gilfillan, D., Gkritzalis, T., Grassi, G., Gregor, L., Gruber, N., Gürses, Ö., Harris, I., Houghton, R. A., Hurtt, G. C., Iida, Y., Ilyina, T., Luijkx, I. T., Jain, A., Jones, S. D., Kato, E., Kennedy, D., Klein Goldewijk, K., Knauer, J., Korsbakken, J. I., Körtzinger, A., Landschützer, P., Lauvset, S. K., Lefèvre, N., Lienert, S., Liu, J., Marland, G., McGuire, P. C., Melton, J. R., Munro, D. R., Nabel, J. E. M. S., Nakaoka, S.-I., Niwa, Y., Ono, T., Pierrot, D., Poulter, B., Rehder, G., Resplandy, L., Robertson, E., Rödenbeck, C., Rosan, T. M., Schwinger, J., Schwingshackl, C., Séférian, R., Sutton, A. J., Sweeney, C., Tanhua, T., Tans, P. P., Tian, H., Tilbrook, B., Tubiello, F., van der Werf, G. R., Vuichard, N., Wada, C., Wanninkhof, R., Watson, A. J., Willis, D., Wiltshire, A. J., Yuan, W., Yue, C., Yue, X., Zaehle, S., & Zeng, J.
Earth Syst. Sci. Data, 14, 1917–2005 (2022)
Understanding Temporal Variations of Atmospheric Radon-222 around Japan Using Model Simulations
Ishijima, K., Tsuboi, K., Matsueda, H., Tanaka, Y., Maki, T., Nakamura, T., Niwa, Y., & Hirao, S.
J. Meteor. Soc. Japan, 100(2), 343-359 (2022)
Sensitivity of biomass burning emissions estimates to land surface information
Saito, M., Shiraishi, T., Hirata, R., Niwa, Y., Saito, K., Steinbacher, M., Worthy, D., & Matsunaga, T.
Biogeosciences, 19, 2059–2078 (2022)
Model-based evaluation of methane emissions from paddy fields in East Asia
Ito, A., Inoue, S., & Inatomi, M.
Journal of Agricultural Meteorology, 78(2), 56‑65 (2022)
Did Atmospheric CO2 and CH4 Observation at Yonagunijima Detect Fossil-Fuel CO2 Reduction due to COVID-19 Lockdown?
Tohjima, Y., Niwa, Y., Tsuboi, K., & Saito, K.
Journal of the Meteorological Society of Japan, 100(2), 437-444, (2022)
Deficiencies of Phenology Models in Simulating Spatial and Temporal Variations in Temperate Spring Leaf Phenology
Li, S., Wang, Y., Ciais, P., Sitch, S., Sato, H., Shen, M., Chen, X., Ito, A., Wu, C., Kucharik, C. J., & Yuan, W.
Journal of Geophysical Research: Biogeosciences, 127, e2021JG006421 (2022)
Inference of Parameters for a Global Hydrological Model: Identifiability and Predictive Uncertainties of Climate-Based Parameters
Yoshida, T., Hanasaki, N., Nishina, K., Boulange, J., Okada, M., & Troch, P. A.
Water Resources Research, 58, e2021WR030660 (2022)
New ammonia demand: ammonia fuel as a decarbonization tool and a new source of reactive nitrogen
Nishina, K.
Environ. Res. Lett., 17, 021003 (2022)
Assessment of Waterfront Office Redevelopment Plan on Optimal Building Arrangements with Rooftop Photovoltaics: A Case Study for Shinagawa, Tokyo
Choi, Y., Kobashi, T., Yamagata, Y., & Murayama, A.
Energies, 15(3), 883 (2022)
Regional trends and drivers of the global methane budget
Stavert, A. R., Saunois, M., Canadell, J. G., Poulter, B., Jackson, R.B,, Regnier, P., Lauerwald, R., Raymond, P. A., Allen, G. H., Patra, P. K., Bergamaschi, P., Bousquet, P., Chandra, N., Ciais, P., Gustafson, A., Ishizawa, M., Ito, A., Kleinen, T., Maksyutov, S., McNorton, J., Melton, J.R., Muller, J., Niwa, Y., Peng, S., Riley, W. J., Segers, A., Tian, H., Tsuruta, A., Yin, Y., Zhang, Z., Zheng, B., & Zhuang, Q.
Global Change Biology 28: 182-200 (2022)
Rapid rise of decarbonization potentials of photovoltaics plus electric vehicles in residential houses over commercial districts
Kobashi, T., Choi, Y., Hirano, Y., Yamagata, Y., & Say, K.
Applied Energy, 306, 118142 (2022)
Progress of earth system model evaluation in terms of global carbon cycle (in Japanese)
Hajima, T., Ito, A., & Noguchi, M.
Overall Structure of Climate Risk Interconnections and Importance of Climate Risk Communication (in Japanese)
Yokohata, T., Takahashi, K., Emori, S., Nishina, K., Tanaka, K., Iseri, Y., Honda, Y., Kiguchi, M., Kanae, S., Okamoto, A., Iwasaki, A., Maeda, N., & Oki, T.
環境科学会誌, 34, 5, 214-230 (2021)
Magnitude and Uncertainty of Nitrous Oxide Emissions From North America Based on Bottom-Up and Top-Down Approaches: Informing Future Research and National Inventories
Xu, R., Tian, H., Pan, N., Thompson, R. L., Canadell, J. G., Davidson, E. A., Nevison, C., Winiwarter, W., Shi, H., Pan, S., Chang, J., Ciais, P., Dangal, S. R. S., Ito, A., Jackson, R. B., Joos, F., Lauerwald, R., Lienert, S., Maavara, T., Millet, D. B., Raymond, P. A., Regnier, P., Tubiello, F. N., Vuichard, N., Wells, K. C., Wilson, C., Yang, J., Yao, Y., Zaehle, S., & F. Zhou, F.
Geophysical Research Letters, 48, e2021GL095264 (2021)
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
Ito, A.
Polar Science, 27, 100558 (2021)
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
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Journal of Agricultural Meteorology 77: 81-95 (2021)
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Earth Syst. Sci. Data, 12, 3269-3340 (2020)
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Environ. Res. Lett., 15: 124061 (2020)
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Ecol. Model. 440, 109404 (2020)
Biomass burning spatiotemporal variations over South and Southeast Asia
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Environment International, 145, 106153 (2020)
MIROC-INTEG-LAND version 1: a global biogeochemical land surface model with human water management, crop growth, and land-use chnge
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Geoscience Model Development, 13, 4713-4747 (2020)
The Global Methane Budget 2000-2017
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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
Ito, A.
Scientific Reports 10:4304 (2020)
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
Nakayama, T.
Hydrological Processes 34, 662-678 (2019)
Disequilibrium of terrestrial ecosystem CO2 budget caused by disturbance-induced emissions and non-CO2 carbon export flows: a global model assessment
Ito, A.
Earth System Dynamics 10, 685-709 (2019)
Methane emission from pan-Arctic natural wetlands estimated using a process-based model, 1901-2016
Ito, A.
Polar Science 21, 26-36 (2019)
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
Koide, D. & Ito, A.
Ecol. Res. 33, 1275-1287 (2018)
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
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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
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Environ. Res. Lett. 12, 105005 (2017)
Variability and quasi-decadal changes in the methane budget over the period 2000-2012
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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
Ito, A. & Wagai, R.
Scientific Data 4(170103) (2017)
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
伊藤昭彦, 小出大, 中河嘉明
天気6月号, 409-427 (2017)
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
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A meta-analysis of leaf nitrogen distribution within plant canopies
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