Nature Communications · 2020 · 62 citations · 79 references
Natural SciencesEarth SciencesEcologyGeomorphologySoil Carbon DynamicsTerrestrial EcologyBiogeochemical Cycle ModelingCarbon CycleLand Surface ModelingLand Surface ProcessesSoil - Vegetation InteractionsTundra EcologyArctic Carbon BudgetBiogeochemical Process ModelingCluster AnalysisHierarchical Cluster AnalysisSimulation UncertaintySoil Organic Carbon DynamicsSpatial Scale EffectsSubgrid Heterogeneity Representation
Abstract In northern Alaska nearly 65% of the terrestrial surface is composed of polygonal ground, where geomorphic tundra landforms disproportionately influence carbon and nutrient cycling over fine spatial scales. Process-based biogeochemical models used for local to Pan-Arctic projections of ecological responses to climate change typically operate at coarse-scales (1km 2 –0.5°) at which fine-scale (<1km 2 ) tundra heterogeneity is often aggregated to the dominant land cover unit. Here, we evaluate the importance of tundra heterogeneity for representing soil carbon dynamics at fine to coarse spatial scales. We leveraged the legacy of data collected near Utqiaġvik, Alaska between 1973 and 2016 for model initiation, parameterization, and validation. Simulation uncertainty increased with a reduced representation of tundra heterogeneity and coarsening of spatial scale. Hierarchical cluster analysis of an ensemble of 21 st -century simulations reveals that a minimum of two tundra landforms (dry and wet) and a maximum of 4km 2 spatial scale is necessary for minimizing uncertainties (<10%) in regional to Pan-Arctic modeling applications.
79
Permafrost is warming at a global scale
Boris K. Biskaborn, Sharon L. Smith, Jeannette Noetzli et al. · Nature Communications · 2019 · 2.1K citations · Full text
Natural Sciences, Earth Sciences, Environmental Sciences +17
Global climate change and terrestrial net primary production
Jerry M. Melillo, A. David McGuire, David W. Kicklighter et al. · Nature · 1993 · 2K citations
Natural Sciences, Earth Sciences, Environmental Sciences +14
Carbon release through abrupt permafrost thaw
Merritt R. Turetsky, Benjamin W. Abbott, Miriam C. Jones et al. · Nature Geoscience · 2020 · 965 citations
Natural Sciences, Earth Sciences, Environmental Sciences +14