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Regional mapping of species‐level continuous foliar cover: beyond categorical vegetation mapping
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What this work says
Outgoing claims: the papers this work cites, builds on, or argues with.
inferredcites →https://doi.org/10.1002/eap.2081openalex-snapshot
Regional mapping of species‐level continuous foliar cover: beyond categorical vegetation mapping
inferredcites →https://doi.org/10.1002/ecs2.2461openalex-snapshot
NDVI exhibits mixed success in predicting spatiotemporal variation in caribou summer forage quality and quantity
inferredcites →https://doi.org/10.1007/978-0-387-84858-7openalex-snapshot
The Elements of Statistical Learning: Data Mining, Inference, and Prediction
inferredcites →https://doi.org/10.1007/978-1-4614-6849-3openalex-snapshot
Applied Predictive Modeling
inferredcites →https://doi.org/10.1007/978-4-431-87771-4_2openalex-snapshot
Space and Time in Ecology: Noise or Fundamental Driver?
inferredcites →https://doi.org/10.1007/978-4-431-87771-4_3openalex-snapshot
The Problem of Ecological Scaling in Spatially Complex, Nonequilibrium Ecological Systems
inferredcites →https://doi.org/10.1007/978-4-431-87771-4_5openalex-snapshot
The Gradient Paradigm: A Conceptual and Analytical Framework for Landscape Ecology
inferredcites →https://doi.org/10.1007/s00442-015-3265-yopenalex-snapshot
Experimental evidence that ptarmigan regulate willow bud production to their own advantage
inferredcites →https://doi.org/10.1007/s10021-014-9783-3openalex-snapshot
Warming-Induced Shrub Expansion and Lichen Decline in the Western Canadian Arctic
inferredcites →https://doi.org/10.1007/s10021-015-9858-9openalex-snapshot
Trends in NDVI and Tundra Community Composition in the Arctic of NE Alaska Between 1984 and 2009
inferredcites →https://doi.org/10.1007/s10021-017-0165-5openalex-snapshot
Seasonal and Long-Term Changes to Active-Layer Temperatures after Tall Shrubland Expansion and Succession in Arctic Tundra
inferredcites →https://doi.org/10.1007/s10980-009-9341-0openalex-snapshot
Gradient modeling of conifer species using random forests
inferredcites →https://doi.org/10.1007/s10980-013-9902-0openalex-snapshot
Representativeness-based sampling network design for the State of Alaska
inferredcites →https://doi.org/10.1016/0034-4257(79)90013-0openalex-snapshot
Red and photographic infrared linear combinations for monitoring vegetation
inferredcites →https://doi.org/10.1016/0034-4257(95)00137-popenalex-snapshot
Development of methods for mapping global snow cover using moderate resolution imaging spectroradiometer data
inferredcites →https://doi.org/10.1016/j.actao.2007.02.001openalex-snapshot
Threshold criteria for conversion of probability of species presence to either–or presence–absence
inferredcites →https://doi.org/10.1016/j.ecolind.2016.09.034openalex-snapshot
A comparison of cover calculation techniques for relating point-intercept vegetation sampling to remote sensing imagery
inferredcites →https://doi.org/10.1016/j.ecolmodel.2014.08.018openalex-snapshot
Understanding and quantifying landscape structure – A review on relevant process characteristics, data models and landscape metrics
inferredcites →https://doi.org/10.1016/j.gecco.2016.07.006openalex-snapshot
Examining climate-biome (“cliome”) shifts for Yukon and its protected areas
inferredcites →https://doi.org/10.1016/j.rse.2004.05.004openalex-snapshot
Mapping of continuous floristic gradients in grasslands using hyperspectral imagery
inferredcites →https://doi.org/10.1016/j.rse.2004.10.012openalex-snapshot
Comparison of time series tasseled cap wetness and the normalized difference moisture index in detecting forest disturbances
inferredcites →https://doi.org/10.1016/j.rse.2007.09.008openalex-snapshot
Relationship between satellite-derived land surface temperatures, arctic vegetation types, and NDVI
inferredcites →https://doi.org/10.1016/j.rse.2008.06.006openalex-snapshot
Development of a two-band enhanced vegetation index without a blue band
inferredcites →https://doi.org/10.1016/j.rse.2009.01.007openalex-snapshot
Summary of current radiometric calibration coefficients for Landsat MSS, TM, ETM+, and EO-1 ALI sensors
inferredcites →https://doi.org/10.1016/j.rse.2011.05.011openalex-snapshot
Combining Isomap ordination and imaging spectroscopy to map continuous floristic gradients in a heterogeneous landscape
inferredcites →https://doi.org/10.1016/j.rse.2015.01.029openalex-snapshot
Hyperspectral remote sensing of peatland floristic gradients
inferredcites →https://doi.org/10.1016/j.rse.2017.06.031openalex-snapshot
Google Earth Engine: Planetary-scale geospatial analysis for everyone
inferredcites →https://doi.org/10.1016/j.rse.2019.03.031openalex-snapshot
Imaging spectrometry-derived estimates of regional ecosystem composition for the Sierra Nevada, California
inferredcites →https://doi.org/10.1016/s0034-4257(96)00067-3openalex-snapshot
NDWI—A normalized difference water index for remote sensing of vegetation liquid water from space
inferredcites →https://doi.org/10.1016/s0167-9473(01)00065-2openalex-snapshot
Stochastic gradient boosting
inferredcites →https://doi.org/10.1017/cbo9780511614415.013openalex-snapshot
The gradient concept of landscape structure
inferredcites →https://doi.org/10.1029/2001jd000986openalex-snapshot
Phytomass, LAI, and NDVI in northern Alaska: Relationships to summer warmth, soil pH, plant functional types, and extrapolation to the circumpolar Arctic
inferredcites →https://doi.org/10.1038/nclimate1858openalex-snapshot
Shifts in Arctic vegetation and associated feedbacks under climate change
inferredcites →https://doi.org/10.1038/sdata.2018.58openalex-snapshot
Tundra landform and vegetation productivity trend maps for the Arctic Coastal Plain of northern Alaska
inferredcites →https://doi.org/10.1046/j.1365-2486.2000.06010.xopenalex-snapshot
Hierarchical subdivision of Arctic tundra based on vegetation response to climate, parent material and topography
inferredcites →https://doi.org/10.1073/pnas.0901650106openalex-snapshot
Hutchinson's duality: The once and future niche
inferredcites →https://doi.org/10.1080/014311699211543openalex-snapshot
Landsat MSS-derived land-cover map of northern Alaska: Extrapolation methods and a comparison with photo-interpreted and AVHRR-derived maps
inferredcites →https://doi.org/10.1080/02693799508902047openalex-snapshot
Soil-landscape modelling and spatial prediction of soil attributes
inferredcites →https://doi.org/10.1088/1748-9326/aaaa9aopenalex-snapshot
Tundra plant above-ground biomass and shrub dominance mapped across the North Slope of Alaska
inferredcites →https://doi.org/10.1109/tpami.2009.187openalex-snapshot
Sensitivity Analysis of k-Fold Cross Validation in Prediction Error Estimation
inferredcites →https://doi.org/10.1111/gcb.12568openalex-snapshot
Predicted responses of arctic and alpine ecosystems to altered seasonality under climate change
inferredcites →https://doi.org/10.1111/gcb.12761openalex-snapshot
Greater shrub dominance alters breeding habitat and food resources for migratory songbirds in Alaskan arctic tundra
inferredcites →https://doi.org/10.1111/gcb.13058openalex-snapshot
Novel wildlife in the A rctic: the influence of changing riparian ecosystems and shrub habitat expansion on snowshoe hares
inferredcites →https://doi.org/10.1111/j.0030-1299.2004.13250.xopenalex-snapshot
Rethinking plant community theory
inferredcites →https://doi.org/10.1111/j.0906-7590.2005.03957.xopenalex-snapshot
Selecting thresholds of occurrence in the prediction of species distributions
inferredcites →https://doi.org/10.1111/j.1365-2486.2006.01128.xopenalex-snapshot
The evidence for shrub expansion in Northern Alaska and the Pan‐Arctic
inferredcites →https://doi.org/10.1111/j.1365-2486.2011.02451.xopenalex-snapshot
TRY – a global database of plant traits
inferredcites →https://doi.org/10.1111/j.1469-185x.1967.tb01419.xopenalex-snapshot
GRADIENT ANALYSIS OF VEGETATION*
inferredcites →https://doi.org/10.1111/j.1469-8137.2010.03284.xopenalex-snapshot
Remote sensing of plant functional types
inferredcites →https://doi.org/10.1111/j.1654-1103.2002.tb02087.xopenalex-snapshot
Equations for potential annual direct incident radiation and heat load
inferredcites →https://doi.org/10.1111/j.1654-1103.2005.tb02365.xopenalex-snapshot
The Circumpolar Arctic vegetation map
inferredcites →https://doi.org/10.1111/nph.12210openalex-snapshot
Next‐generation dynamic global vegetation models: learning from community ecology
inferredcites →https://doi.org/10.1111/nph.13655openalex-snapshot
The hidden season: growing season is 50% longer below than above ground along an arctic elevation gradient
inferredcites →https://doi.org/10.1127/0340-269x/2014/0044-0522openalex-snapshot
Balsam poplar (Populus balsamifera L.) communities on the Arctic Slope of Alaska
inferredcites →https://doi.org/10.1127/phyto/2017/0192openalex-snapshot
Circumpolar Arctic Vegetation Classification
inferredcites →https://doi.org/10.1130/0016-7606(1971)82[1079:erhiag]2.0.co;2openalex-snapshot
Elevation-Relief Ratio, Hypsometric Integral, and Geomorphic Area-Altitude Analysis
inferredcites →https://doi.org/10.1162/089976601750264965openalex-snapshot
Estimating the Support of a High-Dimensional Distribution
inferredcites →https://doi.org/10.14430/arctic1292openalex-snapshot
Identification of Tundra Land Cover near Teshekpuk Lake, Alaska Using SPOT Satellite Data
inferredcites →https://doi.org/10.14430/arctic2openalex-snapshot
Remote Sensing of Arctic Vegetation: Relations between the NDVI, Spatial Resolution and Vegetation Cover on Boothia Peninsula, Nunavut
inferredcites →https://doi.org/10.1525/9780520345003-025openalex-snapshot
Presence and Absence of Animals
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/10.2111/1551-501x-33.4.14openalex-snapshot
Consistent Indicators and Methods and a Scalable Sample Design to Meet Assessment, Inventory, and Monitoring Information Needs Across Scales
inferredcites →https://doi.org/10.2307/2479933openalex-snapshot
The Individualistic Concept of the Plant Association
inferredcites →https://doi.org/10.2737/pnw-gtr-286openalex-snapshot
The Alaska vegetation classification.
inferredcites →https://doi.org/10.2737/rmrs-rp-84openalex-snapshot
Toward Gleasonian landscape ecology: From communities to species, from patches to pixels
inferredcites →https://doi.org/10.3133/70159084openalex-snapshot
Arctic National Wildlife Refuge land cover mapping project user's guide
inferredcites →https://doi.org/10.32614/cran.package.rasteropenalex-snapshot
raster: Geographic Data Analysis and Modeling
inferredcites →https://doi.org/10.3390/rs61010232openalex-snapshot
The Spectral Response of the Landsat-8 Operational Land Imager
inferredcites →https://doi.org/10.3390/rs8090733openalex-snapshot
Mapping Arctic Plant Functional Type Distributions in the Barrow Environmental Observatory Using WorldView-2 and LiDAR Datasets
inferredcites →https://doi.org/10.3390/rs9101024openalex-snapshot
Regional Quantitative Cover Mapping of Tundra Plant Functional Types in Arctic Alaska
inferredcites →https://doi.org/10.48550/arxiv.1201.0490openalex-snapshot
Scikit-learn: Machine Learning in Python
inferredcites →https://doi.org/10.48550/arxiv.1505.01627openalex-snapshot
Bayesian Optimization for Synthetic Gene Design
inferredcites →https://doi.org/10.5281/zenodo.2589814openalex-snapshot
accs-uaa/vegetation-cover-modeling: North Slope Vegetation Foliar Cover Modeling
inferredcites →https://doi.org/10.5281/zenodo.2590670openalex-snapshot
Code Repository for the AKVEG Database: Harmonized vegetation field observations from Alaska and adjacent Canada
inferredcites →https://doi.org/10.5555/1756006.1859921openalex-snapshot
On Over-fitting in Model Selection and Subsequent Selection Bias in Performance Evaluation
inferredcites →https://doi.org/10.7557/2.13.5.1057openalex-snapshot
Range Ecology of the Porcupine Caribou Herd in Canada
What points at this work
Incoming claims: where this work appears in other papers’ reference lists and arguments.
inferred← citeshttps://doi.org/10.2139/ssrn.4851321openalex-extracted
Revealing Dynamics of Carbon Storage and Sequestration in Forest Ecosystems: A Downscaling Approach to Support Monitoring Progress Towards Sustainable Management
inferred← citeshttps://doi.org/10.1007/s11252-026-01948-yopenalex-snapshot
Sensitivity of habitat suitability-derived connectivity models to three-dimensional measures of urban landscape structure
inferred← citeshttps://doi.org/10.1016/j.apgeog.2024.103249openalex-snapshot
Satellite-based Machine Learning modelling of Ecosystem Services indicators: A review and meta-analysis
inferred← citeshttps://doi.org/10.1016/j.ecolmodel.2025.111096openalex-snapshot
Harnessing the power of categorical maps for spatial modelling – a case study for soil type using Maxent
inferred← citeshttps://doi.org/10.1016/j.jag.2025.104892openalex-snapshot
Mapping wall-to-wall fractional cover of Arctic tundra plant functional types in Alaska using 20-m spatial resolution satellite imagery and harmonized plot observations
inferred← citeshttps://doi.org/10.1016/j.sajb.2025.09.005openalex-snapshot
Predicting plant community change using satellite remote sensing in the Greater Cape Floristic Region
inferred← citeshttps://doi.org/10.1029/2022jg007195openalex-snapshot
Multi‐Source Mapping of Peatland Types Using Sentinel‐1, Sentinel‐2, and Terrain Derivatives—A Comparison Between Five High‐Latitude Landscapes
inferred← citeshttps://doi.org/10.1038/s41597-025-05326-9openalex-snapshot
PAVC: The foundation for a Pan-Arctic Vegetation Cover database
inferred← citeshttps://doi.org/10.1080/15230430.2025.2546175openalex-snapshot
Comparative use of alder, birch, and upright willow shrubs by passerines in above–tree line regions of Arctic and sub-Arctic Alaska
inferred← citeshttps://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
inferred← citeshttps://doi.org/10.1088/1748-9326/ac9d50openalex-snapshot
Plant functional type aboveground biomass change within Alaska and northwest Canada mapped using a 35-year satellite time series from 1985 to 2020
inferred← citeshttps://doi.org/10.1088/1748-9326/ad8766openalex-snapshot
Lidar-derived estimates of boreal shrub biomass in Southcentral Alaska
inferred← citeshttps://doi.org/10.1111/1365-2656.14109openalex-snapshot
A taste of space: Remote animal observations and discrete‐choice models provide new insights into foraging and density dynamics for a large subarctic herbivore
inferred← citeshttps://doi.org/10.1139/as-2021-0044openalex-snapshot
Mapping tundra ecosystem plant functional type cover, height and aboveground biomass in Alaska and northwest Canada using unmanned aerial vehicles
inferred← citeshttps://doi.org/10.1186/s40462-021-00276-4openalex-snapshot
Quantifying effects of snow depth on caribou winter range selection and movement in Arctic Alaska
inferred← citeshttps://doi.org/10.2139/ssrn.7287483openalex-snapshot
Ecological organisation revealed by Earth Observation foundation-model embeddings
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