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Improved mapping of Arctic fractional land cover and land cover change from multi-resolution optical remote sensing

https://doi.org/10.2139/ssrn.6210409
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The Harmonized Landsat and Sentinel-2 surface reflectance data set
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Recent trends and remaining challenges for optical remote sensing of Arctic tundra vegetation: A review and outlook
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Arctic shrub expansion revealed by Landsat-derived multitemporal vegetation cover fractions in the Western Canadian Arctic
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TIF: A time-series-based image fusion algorithm
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Random Forests
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Challenges in Detecting High‐Arctic Shrub Expansion From Optical Remote Sensing: Implications for Albedo and Climate Forcing
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Integrating Characteristic Arctic Vegetation in a Land Surface Model Improves Representation of Carbon Dynamics Across a Tundra Landscape
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Increased plant growth in the northern high latitudes from 1981 to 1991
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Plot-scale evidence of tundra vegetation change and links to recent summer warming
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Summer warming explains widespread but not uniform greening in the Arctic tundra biome
inferredcites →https://doi.org/10.1038/s41558-019-0688-1openalex-snapshot
Complexity revealed in the greening of the Arctic
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Disturbance suppresses the aboveground carbon sink in North American boreal forests
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Arctic riparian shrub expansion indicates a shift from streams gaining water to those that lose flow
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The Arctic has warmed nearly four times faster than the globe since 1979
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Bias-corrected random forests in regression
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Derivation of a tasselled cap transformation based on Landsat 8 at-satellite reflectance
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Acceleration of thaw slump activity in glaciated landscapes of the Western Canadian Arctic
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Tundra plant above-ground biomass and shrub dominance mapped across the North Slope of Alaska
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Arctic tundra shrubification: a review of mechanisms and impacts on ecosystem carbon balance
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Landscape-scale characterization of Arctic tundra vegetation composition, structure, and function with a multi-sensor unoccupied aerial system
inferredcites →https://doi.org/10.1088/1748-9326/ac6965openalex-snapshot
Time-series maps reveal widespread change in plant functional type cover across Arctic and boreal Alaska and Yukon
inferredcites →https://doi.org/10.1088/1748-9326/ac98d7openalex-snapshot
Disturbances in North American boreal forest and Arctic tundra: impacts, interactions, and responses
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20 cm resolution mapping of tundra vegetation communities provides an ecological baseline for important research areas in a changing Arctic environment
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Spectral unmixing
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Remote sensing from unoccupied aerial systems: Opportunities to enhance Arctic plant ecology in a changing climate
inferredcites →https://doi.org/10.1111/gcb.15451openalex-snapshot
Divergent shrub‐cover responses driven by climate, wildfire, and permafrost interactions in Arctic tundra ecosystems
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Beyond “greening” and “browning”: Trends in grassland ground cover fractions across Eurasia that account for spatial and temporal autocorrelation
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Relative impacts of disturbance and temperature: persistent changes in microenvironment and vegetation in retrogressive thaw slumps
inferredcites →https://doi.org/10.1111/j.1365-2486.2009.02047.xopenalex-snapshot
Russian Arctic warming and ‘greening’ are closely tracked by tundra shrub willows
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Satellite‐based evidence for shrub and graminoid tundra expansion in northern Q uebec from 1986 to 2010
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Role of Land-Surface Changes in Arctic Summer Warming
inferredcites →https://doi.org/10.1126/science.aam5962openalex-snapshot
Tropical forests are a net carbon source based on aboveground measurements of gain and loss
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Unprecedented fire activity above the Arctic Circle linked to rising temperatures
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UAV photogrammetry for mapping vegetation in the low-Arctic
inferredcites →https://doi.org/10.1139/as-2020-0041openalex-snapshot
The tundra phenology database: more than two decades of tundra phenology responses to climate change
inferredcites →https://doi.org/10.1139/as-2022-0050openalex-snapshot
Influence of tundra fire severity on vegetation recovery in the Northwest Territories
inferredcites →https://doi.org/10.1139/cjfr-2018-0293openalex-snapshot
Fire-regime changes in Canada over the last half century
inferredcites →https://doi.org/10.1139/juvs-2018-0018openalex-snapshot
Vegetation monitoring using multispectral sensors — best practices and lessons learned from high latitudes
inferredcites →https://doi.org/10.1364/ol.33.000156openalex-snapshot
Efficient subpixel image registration algorithms
inferredcites →https://doi.org/10.1657/1523-0430(2004)036[0001:tfavca]2.0.co;2openalex-snapshot
Tundra Fire and Vegetation Change along a Hillslope on the Seward Peninsula, Alaska, U.S.A
inferredcites →https://doi.org/10.1657/1938-4246-43.3.355openalex-snapshot
Shrub Cover on the North Slope of Alaska: a circa 2000 Baseline Map
inferredcites →https://doi.org/10.1890/150063openalex-snapshot
Arctic tundra fires: natural variability and responses to climate change
inferredcites →https://doi.org/10.3389/fenvs.2025.1525574openalex-snapshot
The changing face of the Arctic: four decades of greening and implications for tundra ecosystems
inferredcites →https://doi.org/10.3389/fpls.2019.01099openalex-snapshot
Alder Distribution and Expansion Across a Tundra Hillslope: Implications for Local N Cycling
inferredcites →https://doi.org/10.5194/bg-17-4261-2020openalex-snapshot
Linking tundra vegetation, snow, soil temperature, and permafrost
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A synthesized field survey database of vegetation and active-layer properties for the Alaskan tundra (1972–2020)
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