Automated extraction of map symbology from nineteenth century topographical maps by convolutional neural networks for understanding long-term changes in the extent and distribution of wetlands
Rob O'Hara
Teagasc Food Research Centre, Spatial Analysis Unit, Ireland
Richa Marwaha
Trinity College Dublin, Department of Botany, Ireland
Jesko Zimmerman
Teagasc Food Research Centre, Spatial Analysis Unit, Ireland
Matthew Saunders
Trinity College Dublin, Department of Botany, Ireland
Stuart Green
Teagasc Food Research Centre, Spatial Analysis Unit, Ireland
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Amey Tilak, Alina Premrov, Ruchita Ingle, Nigel Roulet, Benjamin R. K. Runkle, Matthew Saunders, Avni Malhotra, and Kenneth Byrne
EGUsphere, https://doi.org/10.5194/egusphere-2024-3852, https://doi.org/10.5194/egusphere-2024-3852, 2024
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For the future model users, 16 peatland and wetland models reviewed to identify individual model operational scale (spatial and temporal), stabilization timeframes of different carbon pools, model specific advantages and limitations, common and specific model driving inputs, critical inputs of individual models impacting CH4 plant mediated, CH4 diffusion and CH4 ebullition. Finally, we qualitatively ranked the process representations in each model for CH4 production, oxidation and transport.
Michael M. Swenson, Shane Regan, Dirk T. H. Bremmers, Jenna Lawless, Matthew Saunders, and Laurence W. Gill
Biogeosciences, 16, 713–731, https://doi.org/10.5194/bg-16-713-2019, https://doi.org/10.5194/bg-16-713-2019, 2019
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Abbeyleix Bog in the Irish Midlands contains areas that were historically harvested for peat and then abandoned as well as areas that were never harvested. This study measured the carbon balance for both harvested locations and unharvested locations at Abbeyleix Bog. Measurements were conducted in the field over 2 years. This was carried out to understand how the historic harvesting and later abandonment of peat affect greenhouse gas emissions.
R. R. E. Artz, S. J. Chapman, M. Saunders, C. D. Evans, and R. B. Matthews
Biogeosciences, 10, 7623–7630, https://doi.org/10.5194/bg-10-7623-2013, https://doi.org/10.5194/bg-10-7623-2013, 2013