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Topography and functional traits shape the distribution of key shrub plant functional types in low-Arctic tundra

Journal Article · · Frontiers in Plant Science
 [1];  [2];  [3];  [4];  [5];  [6];  [6];  [7];  [8];  [9];  [10];  [7];  [11]
  1. Oak Ridge National Laboratory (ORNL), Oak Ridge, TN (United States); Brookhaven National Laboratory (BNL), Upton, NY (United States); Stony Brook Univ., NY (United States)
  2. Univ. of Maine, Orono, ME (United States); WSL Institute for Snow and Avalanche Research SLF, Davos (Switzerland)
  3. Brookhaven National Laboratory (BNL), Upton, NY (United States); Stony Brook Univ., NY (United States); American Forests, Washington, WA (United States)
  4. Univ. of Toulouse (France); Centre National de la Recherche Scientifique (CNRS), Toulouse (France). Centre de Recherche sur la Biodiversité et l’Environnement (CRBE); IRD, Toulouse (France); National Polytechnic Institute of Toulouse (Toulouse INP) (France); Univ. Toulouse 3 – Paul Sabatier (UT3) (France)
  5. Univ. of California, Merced, CA (United States)
  6. Oak Ridge National Laboratory (ORNL), Oak Ridge, TN (United States)
  7. Brookhaven National Laboratory (BNL), Upton, NY (United States); Lawrence Berkeley National Laboratory (LBNL), Berkeley, CA (United States)
  8. California Institute of Technology (CalTech), Pasadena, CA (United States)
  9. Univ. of Maine, Orono, ME (United States)
  10. Stony Brook Univ., NY (United States)
  11. Brookhaven National Laboratory (BNL), Upton, NY (United States); Stony Brook Univ., NY (United States); NASA Goddard Space Flight Center (GSFC), Greenbelt, MD (United States)
The expansion of shrubs in the Arctic tundra fundamentally modifies land-atmosphere interactions. However, it remains unclear how shrub distribution and expansion differ across key species due to challenges with discriminating tundra plant species at regional scales. Here, we combined multi-scale, multi-platform remote sensing and in situ trait measurements to elucidate the distribution patterns and primary controls of two representative deciduous-tall-shrub (DTS) genera, Alnus and Salix, in low-Arctic tundra. We show that topographic features were a key control on DTSs, creating heterogeneous, but predictable distributions of Alnus and Salix fractional cover (fCover). Alnus was more tolerant of elevation and slope and was found on hilly uplands (slope >10°) within a specific elevational band (200–400 m above sea level [MSL]). In contrast, Salix occurred at lower elevations (50–300 m MSL) on gentler slopes (3-10°) and required adequate soil moisture associated with its profligate water use. We also show that niche differentiation between Alnus and Salix changed with patch size, where larger patches were more specialized in resource requirements than individual plants of Alnus and Salix. To understand what constrains the growth of DTSs at locations with low fCover, we developed environmental limiting factor models, which showed that topography limits the upper bound of Alnus and Salix fCover in 69.2% and 48.7% of the landscape, respectively. These findings highlight a critical need to better understand and represent topography-controlled processes and functional traits in regulating shrub distribution, as well as a need for more detailed species classification to predict shrubification in the Arctic.
Research Organization:
Lawrence Berkeley National Laboratory (LBNL), Berkeley, CA (United States); Oak Ridge National Laboratory (ORNL), Oak Ridge, TN (United States)
Sponsoring Organization:
National Aeronautics and Space Administration (NASA); USDOE Office of Science (SC), Biological and Environmental Research (BER)
Grant/Contract Number:
AC02-05CH11231; AC05-00OR22725
Other Award/Contract Number:
80NSSC22K1296
80NM0018D0004
OSTI ID:
3013519
Alternate ID(s):
OSTI ID: 3022495
Journal Information:
Frontiers in Plant Science, Journal Name: Frontiers in Plant Science Vol. 16; ISSN 1664-462X
Publisher:
Frontiers Research FoundationCopyright Statement
Country of Publication:
United States
Language:
English

References (129)

Arctic terrestrial hydrology: A synthesis of processes, regional effects, and research challenges: Arctic Terrestrial Hydrology journal March 2016
Interactive effects between plant functional types and soil factors on tundra species diversity and community composition journal October 2016
Collinearity in ecological niche modeling: Confusions and challenges journal August 2019
Permafrost condition determines plant community composition and community‐level foliar functional traits in a boreal peatland journal July 2021
Effects of permafrost degradation on woody vegetation at arctic treeline on the Seward Peninsula, Alaska journal January 2003
Consideration of Scale in Remote Sensing of Biodiversity book January 2020
Competition causes regular spacing of alder in Alaskan shrub tundra journal May 1989
A biochemical model of photosynthetic CO2 assimilation in leaves of C3 species journal June 1980
Summer temperature—but not growing season length—influences radial growth of Salix arctica in coastal Arctic tundra journal July 2022
Landscape Heterogeneity of Shrub Expansion in Arctic Alaska journal April 2012
Watershed Alnus cover alters N:P stoichiometry and intensifies P limitation in subarctic streams journal March 2021
Shrub expansion in the Arctic may induce large‐scale carbon losses due to changes in plant‐soil interactions journal March 2021
Expansion of Canopy-Forming Willows Over the Twentieth Century on Herschel Island, Yukon Territory, Canada journal August 2011
The influence of topography on meteorogical variables and surface-atmosphere interactions journal March 1997
Impacts of climate-induced permafrost degradation on vegetation: A review journal February 2021
Arctic soil development under changing climate conditions journal June 2025
The fragmented nature of tundra landscape journal April 2014
Remote sensing of vegetation and land-cover change in Arctic Tundra Ecosystems journal February 2004
Quantifying spatial heterogeneity at the landscape scale using variogram models journal July 2006
Mapping northern land cover fractions using Landsat ETM+ journal April 2007
Limitations on maximum tree density using hyperspatial remote sensing and environmental gradient analysis journal January 2009
Atmospheric correction for global mapping spectroscopy: ATREM advances for the HyspIRI preparatory campaign journal September 2015
A raster version of the Circumpolar Arctic Vegetation Map (CAVM) journal October 2019
Multi-scale integration of satellite remote sensing improves characterization of dry-season green-up in an Amazon tropical evergreen forest journal September 2020
Integrating very-high-resolution UAS data and airborne imaging spectroscopy to map the fractional composition of Arctic plant functional types in Western Alaska journal March 2023
Will plant movements keep up with climate change? journal August 2013
Patterns and dynamics of treeline advance on the Seward Peninsula, Alaska journal November 2002
Changing snow and shrub conditions affect albedo with global implications journal January 2005
Self‐Amplifying Feedbacks Accelerate Greening and Warming of the Arctic journal July 2018
Modeling Present and Future Permafrost Distribution at the Seward Peninsula, Alaska journal August 2020
Topographical Controls on Hillslope‐Scale Hydrology Drive Shrub Distributions on the Seward Peninsula, Alaska journal February 2021
The Impact of Sea‐Ice Loss on Arctic Climate Feedbacks and Their Role for Arctic Amplification journal August 2021
Topography Controls Variability in Circumpolar Permafrost Thaw Pond Expansion journal September 2024
A bidirectional reflectance model of the Earth's surface for the correction of remote sensing data journal January 1992
Toward a Generalization of the TOPMODEL Concepts: Topographic Indices of Hydrological Similarity journal July 1996
Estimating effects of constraints on plant performance with regression quantiles journal November 2000
Increasing shrub abundance in the Arctic journal May 2001
Long-term warming restructures Arctic tundra without changing net soil carbon storage journal May 2013
Climate change and the permafrost carbon feedback journal April 2015
Optimal stomatal behaviour around the world journal March 2015
Climate sensitivity of shrub growth across the tundra biome journal July 2015
Summer warming explains widespread but not uniform greening in the Arctic tundra biome journal September 2020
New climate models reveal faster and larger increases in Arctic precipitation than previously projected journal November 2021
Dispersal and fire limit Arctic shrub expansion journal July 2022
Positive rhizosphere priming accelerates carbon release from permafrost soils journal April 2025
Fine-scale tundra vegetation patterns are strongly related to winter thermal conditions journal September 2020
Airborne imaging spectroscopy surveys of Arctic and boreal Alaska and northwestern Canada 2017–2023 journal April 2025
The prevalence of nonlinearity and detection of ecological breakpoints across a land use gradient in streams journal March 2019
Cryogenic land surface processes shape vegetation biomass patterns in northern European tundra journal October 2021
Nitrogen fixing shrubs advance the pace of tall-shrub expansion in low-Arctic tundra journal November 2023
A suite of global, cross-scale topographic variables for environmental and biodiversity modeling journal March 2018
Response of subarctic vegetation to transient climatic change on the Seward Peninsula in north-west Alaska journal June 2000
Hierarchical subdivision of Arctic tundra based on vegetation response to climate, parent material and topography journal December 2000
Decreasing snow cover alters functional composition and diversity of Arctic tundra journal August 2020
A physically based, variable contributing area model of basin hydrology / Un modèle à base physique de zone d'appel variable de l'hydrologie du bassin versant journal March 1979
The Evolution of Plant Functional Variation: Traits, Spectra, and Strategies journal May 2003
Greater effect of increasing shrub height on winter versus summer soil temperature journal August 2016
The response of Arctic vegetation to the summer climate: relation between shrub cover, NDVI, surface albedo and temperature journal July 2011
Detecting long-term changes to vegetation in northern Canada using the Landsat satellite image archive journal October 2011
Permafrost response to increasing Arctic shrub abundance depends on the relative influence of shrubs on local soil cooling versus large-scale climate warming journal October 2011
Relationships between Arctic shrub dynamics and topographically derived hydrologic characteristics journal October 2011
Shrub expansion in tundra ecosystems: dynamics, impacts and research priorities journal October 2011
Shrub expansion and climate feedbacks in Arctic tundra journal January 2012
Recent expansion of erect shrubs in the Low Arctic: evidence from Eastern Nunavik journal July 2012
Patterned-ground facilitates shrub expansion in Low Arctic tundra journal March 2013
Shrub growth and expansion in the Arctic tundra: an assessment of controlling factors using an evidence-based approach journal August 2017
An overview of ABoVE airborne campaign data acquisitions and science opportunities journal July 2019
A narrow window of summer temperatures associated with shrub growth in Arctic Alaska journal October 2020
Drone data reveal heterogeneity in tundra greenness and phenology not captured by satellites journal November 2020
Shallow soils are warmer under trees and tall shrubs across Arctic and Boreal ecosystems journal December 2020
Arctic tundra shrubification: a review of mechanisms and impacts on ecosystem carbon balance journal April 2021
Landscape-scale characterization of Arctic tundra vegetation composition, structure, and function with a multi-sensor unoccupied aerial system journal July 2021
Spatial heterogeneity of climate variation and vegetation response for Arctic and high-elevation regions from 2001–2018 journal January 2020
An algorithm for the retrieval of albedo from space using semiempirical BRDF models journal March 2000
Global persistent SAR sampling with the NASA-ISRO SAR (NISAR) mission conference May 2017
SCS+C: a modified Sun-canopy-sensor topographic correction in forested terrain journal September 2005
Thermal segregation drives patterns of alder and willow expansion in a montane ecosystem subject to climate warming journal February 2017
Implications of evergreen shrub expansion in the Arctic journal October 2018
How does spatial heterogeneity affect inter‐ and intraspecific growth patterns in tundra shrubs? journal October 2021
Remote sensing from unoccupied aerial systems: Opportunities to enhance Arctic plant ecology in a changing climate journal August 2022
Landscape patterns of shrubification in the Siberian Low Arctic: A machine learning perspective journal August 2025
Bacterial community structure and soil properties of a subarctic tundra soil in Council, Alaska journal August 2014
Hypervolume concepts in niche- and trait-based ecology journal September 2017
Topography shapes the structure, composition and function of tropical forest landscapes journal April 2018
Arctic shrub growth trajectories differ across soil moisture levels journal March 2017
Wildlife species benefitting from a greener Arctic are most sensitive to shrub cover at leading range edges journal September 2017
Divergent shrub‐cover responses driven by climate, wildfire, and permafrost interactions in Arctic tundra ecosystems journal December 2020
Reducing model uncertainty of climate change impacts on high latitude carbon assimilation journal November 2021
Arctic‐alpine vegetation biomass is driven by fine‐scale abiotic heterogeneity journal December 2014
The evidence for shrub expansion in Northern Alaska and the Pan-Arctic journal April 2006
Russian Arctic warming and ‘greening’ are closely tracked by tundra shrub willows journal May 2010
Reconciling the optimal and empirical approaches to modelling stomatal conductance: RECONCILING OPTIMAL AND EMPIRICAL STOMATAL MODELS journal January 2011
Response of green alder (Alnus viridis subsp. fruticosa) patch dynamics and plant community composition to fire and regional temperature in north-western Canada: Response of vegetation to fire and regional climate journal May 2010
Interactions among shrub cover and the soil microclimate may determine future Arctic carbon budgets journal September 2012
Recent vegetation changes at the high‐latitude tree line ecotone are controlled by geomorphological disturbance, productivity and diversity journal June 2010
The Circumpolar Arctic vegetation map journal February 2005
Population structure and dynamics of Arctic willow ( Salix arctica ) in the High Arctic journal June 2014
The unseen iceberg: plant roots in arctic tundra journal September 2014
Terrestrial biosphere models underestimate photosynthetic capacity and CO 2 assimilation in the Arctic journal September 2017
Plant traits inform predictions of tundra responses to global change journal November 2018
Role of Land-Surface Changes in Arctic Summer Warming journal October 2005
Riparian willow communities on the Arctic Slope of Alaska and their environmental relationships: A classification and ordination analysis journal June 2002
Mechanisms of Maintenance of Species Diversity journal November 2000
Landscape Ecology: The Effect of Pattern on Process journal November 1989
Snow–Shrub Interactions in Arctic Tundra: A Hypothesis with Climatic Implications journal February 2001
Quantifying Environmental Limiting Factors on Tree Cover Using Geospatial Data journal February 2015
Environmental Limits of Tall Shrubs in Alaska’s Arctic National Parks journal September 2015
Mapping Above- and Below-Ground Carbon Pools in Boreal Forests: The Case for Airborne Lidar journal October 2015
Handling Correlations in Random Forests: which Impacts on Variable Importance and Model Interpretability? conference January 2021
Winter Biological Processes Could Help Convert Arctic Tundra to Shrubland journal January 2005
Are Frost Boils Important for the Recruitment of Arctic-Alpine Plants? journal May 2006
Consequences of Treeline Shifts for the Diversity and Function of High Altitude Ecosystems journal November 2014
Trajectory of the Arctic as an integrated system journal December 2013
Effects of arctic shrub expansion on biophysical vs. biogeochemical drivers of litter decomposition journal July 2014
Diets of Overwintering Caribou, Rangifer tarandus, Track Decadal Changes in Arctic Tundra Vegetation journal October 2007
Production: Biomass Relationships and Element Cycling in Contrasting Arctic Vegetation Types journal February 1991
pdp: An R Package for Constructing Partial Dependence Plots journal January 2017
Alder Distribution and Expansion Across a Tundra Hillslope: Implications for Local N Cycling journal October 2019
Impacts of Arctic Shrubs on Root Traits and Belowground Nutrient Cycles Across a Northern Alaskan Climate Gradient journal December 2020
A Multi-Sensor Unoccupied Aerial System Improves Characterization of Vegetation Composition and Canopy Properties in the Arctic Tundra journal August 2020
Mapping Arctic Tundra Vegetation Communities Using Field Spectroscopy and Multispectral Satellite Data in North Alaska, USA journal November 2016
Regional Quantitative Cover Mapping of Tundra Plant Functional Types in Arctic Alaska journal October 2017
Local variability in growth and reproduction of Salix arctica in the High Arctic journal January 2016
A Simple and Effective Model-Based Variable Importance Measure preprint January 2018
Linking tundra vegetation, snow, soil temperature, and permafrost journal January 2020
A history of TOPMODEL journal February 2021
A distributed temperature profiling method for assessing spatial variability in ground temperatures in a discontinuous permafrost region of Alaska journal January 2019
High nitrate variability on an Alaskan permafrost hillslope dominated by alder shrubs journal January 2022
Spatial patterns of snow distribution in the sub-Arctic journal August 2022

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