High-resolution digital mapping of soil organic carbon in permafrost terrain using machine learning: a case study in a sub-Arctic peatland environment

• Published in: Biogeosciences
• Main Author: M. B. Siewert
• Format: Article in Journal/Newspaper
• Language: English
• Published: Copernicus Publications 2018
• Subjects: Ecology; QH540-549.5; Life; QH501-531; Geology; QE1-996.5; Arctic; Abisko; Northern Sweden; Peat; permafrost
• Online Access: https://doi.org/10.5194/bg-15-1663-2018; https://doaj.org/article/34b3804717a14a4cab70adca9c19f9da

Soil organic carbon (SOC) stored in northern peatlands and permafrost-affected soils are key components in the global carbon cycle. This article quantifies SOC stocks in a sub-Arctic mountainous peatland environment in the discontinuous permafrost zone in Abisko, northern Sweden. Four machine-learni...