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  High-resolution remote sensing and machine-learning-based upscaling of methane fluxes: a case study in the Western Canadian tundra

Ivanova, K., Virkkala, A.-M., Brovkin, V., Stacke, T., Widhalm, B., Bartsch, A., et al. (2025). High-resolution remote sensing and machine-learning-based upscaling of methane fluxes: a case study in the Western Canadian tundra. EGUsphere. doi:10.5194/egusphere-2025-3968.

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Item Permalink: https://hdl.handle.net/21.11116/0000-0011-B72E-C Version Permalink: https://hdl.handle.net/21.11116/0000-0011-B72F-B
Genre: Preprint

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egusphere-2025-3968.pdf (Preprint), 6MB
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egusphere-2025-3968.pdf
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Copyright Date:
2025
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© The Authors
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http://creativecommons.org/licenses/by/4.0/

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https://doi.org/10.5281/zenodo.15399084 (Code)
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https://doi.org/10.5281/zenodo.15753253 (Research data)
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OA-Status:
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 Creators:
Ivanova, Kseniia, Author
Virkkala, Anna-Maria, Author
Brovkin, Victor1, Author                 
Stacke, Tobias2, Author                 
Widhalm, Barbara, Author
Bartsch, Annett, Author
Voigt, Carolina, Author
Sonnentag, Oliver , Author
Göckede, Mathias, Author
Affiliations:
1Climate-Biosphere Interaction, Department Climate Dynamics, MPI for Meteorology, Max Planck Society, ou_3520498              
2Climate-Biogeosphere Interaction, Department Climate Dynamics, MPI for Meteorology, Max Planck Society, ou_3520498              

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Language(s): eng - English
 Dates: 2025-08-28
 Publication Status: Published online
 Pages: 33
 Publishing info: -
 Table of Contents: -
 Rev. Type: Peer
 Identifiers: DOI: 10.5194/egusphere-2025-3968
BibTex Citekey: IvanovaVirkkalaEtAl2025
 Degree: -

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Project name : Q-Arctic
Grant ID : 951288
Funding program : -
Funding organization : -
Project name : -
Grant ID : 8414
Funding program : -
Funding organization : Gordon and Betty Moore Foundation
Project name : Permafrost Pathways
Grant ID : -
Funding program : TED Audacious Project
Funding organization : -
Project name : MUFFIN
Grant ID : 32196
Funding program : -
Funding organization : Research Council of Finland
Project name : COLDSPOT
Grant ID : -
Funding program : -
Funding organization : European Research Council
Project name : -
Grant ID : CRC-2018-00259
Funding program : -
Funding organization : Canada Research Chair
Project name : -
Grant ID : -
Funding program : NSERC Discovery Grants program
Funding organization : -
Project name : ArcticNet
Grant ID : P216
Funding program : -
Funding organization : -
Project name : Northern Water Futures
Grant ID : -
Funding program : Canada First Research Excellence Fund’s Global Water Futures program
Funding organization : -
Project name : -
Grant ID : -
Funding program : Polar Continental Shelf Program (608-20, 602-21)
Funding organization : -

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Title: EGUsphere
Source Genre: Web Page
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