Mapping and Modeling Attributes of an Arctic-Boreal Biome Shift
Michelle Mack (Northern Arizona University), Brendan Rogers (Woods Hole Research Center), Peter Nelson (University of Maine), Matt Macander (ABR Inc. Environmental Research), Herman Shugart and Amanda Armstrong (University of Virginia), Adrianna Foster (NASA Goddard Space Flight Center), Ted Hogg (Canadian Forest Service), Margaret MacCluskie and Carl Roland (National Park Service)
Warming is happening faster at the poles than anywhere else on Earth. This has implications for vegetation dynamics in the boreal forest and arctic tundra and raises questions about the fate of these ecosystems. We are investigating the ecological gradient from boreal forest to arctic tundra and exploring the extent to which warming will lead to a biome shift whereby tree productivity decreases and mortality increases in the south, and habitat suitability for shrubs and trees increases in the north. We combine satellite and airborne remote sensing, field measurements, and species-specific modeling to investigate evidence for this shift and how it might progress over the next few decades.
In tundra ecosystems we are investigating how and where shrubs and lichen are changing. We use satellite imagery to create shrub and lichen maps, which are then used to monitor changes in shrub and lichen cover and distribution, as well as their relevance to wildlife habitat and forage. In boreal forest ecosystems we are investigating how well we can detect early warning signs of tree mortality using satellite remote sensing, including how tree characteristics detected with remote sensing are related to tree mortality patterns monitored on the ground. This allows us to quantify tree mortality across the landscape, monitor changes through time, identify potential climatic or biological causes of mortality, and ultimately predict where tree mortality is likely to occur over the next few decades.
A third component of the project is investigating how a warming Arctic creates conditions suitable for boreal tree species to expand their range northward. We are using and improving a forest dynamics model specific to boreal tree species and arctic climate and soils. This allows us to not only simulate species-specific patterns of mortality and productivity, based on local climate and site characteristics, but also to predict how these patterns are changing at both the southern and northern margins of the boreal forest.
NASA Terrestrial Ecology Program
- Armstrong, et al. The implications of scale across a heterogeneous boreal landscape using an individual based gap model, Biogeography (submitted – forthcoming).
- Berner, et al. Tundra plant above-ground biomass and shrub dominance mapped on the North Slope of Alaska, Environmental Research Letters (submitted – forthcoming).
- Fisher et al. Missing pieces to modeling the Arctic-Boreal puzzle, Environmental Research Letters (submitted – forthcoming).
- Foster, et al. Integrations of a fine-scale forest gap model with inventory and remote sensing data on forest structure: implications for vegetation-permafrost interactions. Ecological Modelling (submitted – forthcoming).
- Macander, M. J., Frost, G. V, Nelson, P. R., & Swingley, C. S. (2017). Regional Quantitative Cover Mapping of Tundra Plant Functional Types in Arctic Alaska. Remote Sensing, 9(10), 1024. doi:10.3390/rs9101024. http://doi.org/10.3390/rs9101024
- Rogers, et al. Detecting early warning signals of tree mortality in boreal North America using multi-scale satellite data, Global Change Biology (submitted – forthcoming).