Articles | Volume 8, issue 2
https://doi.org/10.5194/soil-8-733-2022
https://doi.org/10.5194/soil-8-733-2022
Original research article
 | 
07 Dec 2022
Original research article |  | 07 Dec 2022

Delineating the distribution of mineral and peat soils at the landscape scale in northern boreal regions

Anneli M. Ågren, Eliza Maher Hasselquist, Johan Stendahl, Mats B. Nilsson, and Siddhartho S. Paul

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Cited articles

Ågren, A. M., Larson, J., Paul, S. S., Laudon, H., and Lidberg, W.: Use of multiple LIDAR-derived digital terrain indices and machine learning for high-resolution national-scale soil moisture mapping of the Swedish forest landscape, Geoderma, 404, 115280, https://doi.org/10.1016/j.geoderma.2021.115280, 2021. 
Arrouays, D., Grundy, M. G., Hartemink, A. E., Hempel, J. W., Heuvelink, G. B. M., Hong, S. Y., Lagacherie, P., Lelyk, G., McBratney, A. B., McKenzie, N. J., Mendonca-Santos, M. d. L., Minasny, B., Montanarella, L., Odeh, I. O. A., Sanchez, P. A., Thompson, J. A., and Zhang, G.-L.: Chapter Three – GlobalSoilMap: Toward a Fine-Resolution Global Grid of Soil Properties, in: Advances in Agronomy, edited by: Sparks, D. L., Academic Press, 93–134, https://doi.org/10.1016/B978-0-12-800137-0.00003-0, 2014. 
Astrup, R., Bernier, P. Y., Genet, H., Lutz, D. A., and Bright, R. M.: A sensible climate solution for the boreal forest, Nat. Clim. Change, 8, 11–12, https://doi.org/10.1038/s41558-017-0043-3, 2018. 
Barthelmes, A., Couwenberg, J., Risager, M., Tegetmeyer, C., and Joosten, H.: Peatlands and Climate in a Ramsar Context: A Nordic-Baltic Perspective, Nordic Council of Ministers, ISBN 978-92-893-4196-7, 2015. 
Beaulne, J., Garneau, M., Magnan, G., and Boucher, E.: Peat deposits store more carbon than trees in forested peatlands of the boreal biome, Sci. Rep.-UK, 11, 2657, 2021. 
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Short summary
Historically, many peatlands in the boreal region have been drained for timber production. Given the prospects of a drier future due to climate change, wetland restorations are now increasing. Better maps hold the key to insights into restoration targets and land-use management policies, and maps are often the number one decision-support tool. We use an AI-developed soil moisture map based on laser scanning data to illustrate how the mapping of peatlands can be improved across an entire nation.
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