Research output per year
Research output per year
Personal profile
Research
I work on ecosystem modelling and land–atmosphere greenhouse-gas (GHG) dynamics. My current focus is Bayesian data assimilation and model optimisation to improve parameterisation in process-based models such as LPJ-GUESS. I also use inverse modelling (e.g., LUMIA) to constrain source-level atmospheric GHG emissions. Overall, I study how ecosystems respond to environmental change and how those responses shape regional GHG budgets.
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- 1 Similar Profiles
Collaborations the last five years
Recent external collaboration on country/territory level. Dive into details by clicking on the dots or
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CH4 emissions from Northern Europe wetlands: compared data assimilation approaches
Monteil, G., Kallingal, J. T. & Scholze, M., 2025 Oct, In: Atmospheric Chemistry and Physics. 25, 21, p. 14251-14277 27 p.Research output: Contribution to journal › Article › peer-review
Open Access -
Assimilating multi-site eddy-covariance data to calibrate the wetland CH4 emission module in a terrestrial ecosystem model
Kallingal, J. T., Scholze, M., Miller, P. A., Lindström, J., Rinne, J., Aurela, M., Vestin, P. & Weslien, P., 2025 Aug 25, In: Biogeosciences. 22, 16, p. 4061-4086 26 p.Research output: Contribution to journal › Article › peer-review
Open Access -
Predict with Confidence: Application of a Bayesian-Based Assimilation Framework to Optimise Wetland CH4 Emissions from a Terrestrial Ecosystem
Theanutti, J., 2024 Nov 1, Lund : Lund University. 229 p.Research output: Thesis › Doctoral Thesis (compilation)
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Optimising CH4 simulations from the LPJ-GUESS model v4.1 using an adaptive Markov chain Monte Carlo algorithm
Kallingal, J. T., Lindström, J., Miller, P. A., Rinne, J., Raivonen, M. & Scholze, M., 2024 Mar 20, In: Geoscientific Model Development. 17, 6, p. 2299-2324 26 p.Research output: Contribution to journal › Article › peer-review
Open Access
Projects
- 4 Finished
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Upscaling Carbon Fluxes from Hudson Bay Lowland Wetlands
Theanutti, J. (Researcher)
2025/07/01 → 2025/09/30
Project: Research
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Predict with Confidence Application of a Bayesian-Based Assimilation Framework to Optimise Wetland CH4 Emissions from a Terrestrial Ecosystem Model
Theanutti, J. (Research student), Scholze, M. (Supervisor), Rinne, J. (Assistant supervisor), Miller, P. (Researcher) & Lindström, J. (Assistant supervisor)
2019/08/01 → 2024/10/31
Project: Dissertation
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CH4DAS: Model-Data Fusion for improving quantification of methane fluxes from wetlands with LPJ-GUESS
Scholze, M. (Researcher), Lindström, J. (Researcher), Rinne, J. (Researcher), Holst, J. (Researcher), Monteil, G. (Researcher) & Theanutti, J. (Research student)
2018/12/01 → 2023/11/30
Project: Research
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How do we know the climate is changing?
Björkman, M. P. (Presenter), Linderholm , H. W. (Presenter) & Theanutti, J. (Presenter)
2024 Feb 8Activity: Other › Media participation
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POSTER: A multisite data assimilation framework for Optimising the CH4 simulations from LPJ-GUESS
Theanutti, J. (Presenter)
2022 Sept 13Activity: Talk or presentation › Presentation
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POSTER: Optimising the CH4 simulations from LPJ-GUESS for the Scandinavian wetlands
Theanutti, J. (Presenter)
2022 May 16Activity: Talk or presentation › Presentation
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ClimBEco graduate research school winter meeting 2022: Navigating the forest - role play on the Swedish forestry debate
Sjöström, C. (Organiser), Lindberg, H. G. (Organiser), Akselsson, C. (Invited speaker), Zanchi, G. (Invited speaker), Bakx, T. (Organiser), Jadav, A. (Presenter), Larsson, C. (Presenter), Tájmel, D. (Presenter), Zani, D. (Presenter), Theanutti, J. (Presenter), Bergkvist, J. (Presenter), Winberg, J. (Presenter), Holmberg, K. (Presenter), Garson, K. (Presenter), Deshmukh, A. (Presenter), Nilsson, L. (Presenter), Karlsson, M. (Presenter), Mafla Endara, P. M. (Presenter), Müller, M. (Presenter), Rosero, P. (Presenter), López I Losada, R. (Presenter), Bergqvist, S. (Presenter), Ullström, S. (Presenter), Winterfeldt, S. (Presenter), Störling, T. (Presenter), Quan, Y. (Presenter), Nolen, Z. (Presenter), Sovann, C. (Presenter) & Waman, D. (Presenter)
2022 Feb 17 → 2022 Feb 18Activity: Participating in or organising an event › Organisation of workshop/ seminar/ course
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Optimising the CH4 simulations from the LPJ-GUESS model using adaptive MCMC
Theanutti, J. (Speaker)
2021 Nov 25Activity: Talk or presentation › Presentation