Premrov, Alina, Yeluripati, Jagadeesh, Slevin, Richard, Bates, Adam, Matysek, Magdalena, Barry, Stephen, Byrne, Kenneth A., Fealy, Rowan, Hyde, Bernard, Lanigan, Gary, McCorry, Mark, Murphy, Rachael, Renou-Wilson, Florence, Tilak, Amey, Wilson, David and Saunders, Matthew (2025) Introducing ‘miniRECgap’ R package for simple gap-filling of missing eddy covariance CO2 flux measurements with classic nonlinear environmental response functions via GUI-supported R-scripts (case-study: In-sample gap-filling with ‘miniRECgap’ vs. MDS and an optimised shallow ANN in a ‘challenging’ peatland ecosystem). Environmental Modelling and Software, 193. p. 106611. ISSN 1364-8152
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Abstract
Item Type: | Article |
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Additional Information: | This work has been performed under the CO2PEAT Research Project entitled “Improving methodologies for reporting and verifying terrestrial CO2 removals and emissions from Irish peatlands” (CO2PEAT, 2024). The authors are grateful to the Irish Environmental Protection Agency for funding the CO2PEAT project 2022-CE-1100 under the EPA Research Programme 2021–2030. The EPA Research Programme is a Government of Ireland initiative funded by the Department of the Environment, Climate and Communications. Thanks also to the SmartBoG Project (2018-CCRP-LS.2) funded by Irish Environmental Protection Agency (EPA) under the EPA Research Programme 2014–2020 and the Terrain-AI project co-funded by Science Foundation Ireland and by Microsoft (20/SPP/3705). We would also like to thank Tadhg O’Mahony from Irish Environmental Protection Agency, Strategic Environmental Assessment Unit, Office of Evidence & Assessment, Inniscarra, Co. Cork, Ireland. Thanks also to the staff members from Trinity Innovation and Enterprise, Trinity College Dublin, Ireland for their advice and support with ‘miniRECgap’ package/software licensing and related policies. |
Keywords: | Eddy covariance gap-filling and flux-partitioning; CO2 fluxes; ‘miniRECgap’ R-package Nonlinear environmental response functions; Artificial neural networks; |
Academic Unit: | Faculty of Social Sciences > Geography Faculty of Social Sciences > Research Institutes > Irish Climate Analysis and Research Units, ICARUS |
Item ID: | 20608 |
Identification Number: | 10.1016/j.envsoft.2025.106611 |
Depositing User: | Corinne Voces |
Date Deposited: | 26 Sep 2025 10:06 |
Journal or Publication Title: | Environmental Modelling and Software |
Publisher: | Elsevier |
Refereed: | Yes |
Related URLs: | |
URI: | https://mural.maynoothuniversity.ie/id/eprint/20608 |
Use Licence: | This item is available under a Creative Commons Attribution Non Commercial Share Alike Licence (CC BY-NC-SA). Details of this licence are available here |
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