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Cross-species validation: Reindeer as an ecological validator of a satellite-based lichen cover map

https://doi.org/10.2139/ssrn.6434883
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Outgoing claims: the papers this work cites, builds on, or argues with.

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Remote sensing and spectroscopy of lichens
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Woodland caribou habitat selection patterns in relation to predation risk and forage abundance depend on reproductive state
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Animal movement tools (amt): R package for managing tracking data and conducting habitat selection analyses
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The 4th Dimension in Animal Movement: The Effect of Temporal Resolution and Landscape Configuration in Habitat‐Selection Analyses
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From ecology to remote sensing: using animals to map land cover
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/10.1007/978-0-387-87458-6openalex-snapshot
Mixed effects models and extensions in ecology with R
inferredcites →https://doi.org/10.1007/s00300-014-1499-5openalex-snapshot
Do human activity and infrastructure disturb domesticated reindeer? The need for the reindeer’s perspective
inferredcites →https://doi.org/10.1007/s10980-024-01873-5openalex-snapshot
Rethinking connectivity modeling for high-mobility ungulates: insights from a globally endangered equid
inferredcites →https://doi.org/10.1007/s13280-015-0759-0openalex-snapshot
On the decline of ground lichen forests in the Swedish boreal landscape: Implications for reindeer husbandry and sustainable forest management
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A review of assessing the accuracy of classifications of remotely sensed data
inferredcites →https://doi.org/10.1016/j.biocon.2014.06.016openalex-snapshot
Development and validation of an expert-based habitat suitability model to support boreal caribou conservation
inferredcites →https://doi.org/10.1016/j.ecolind.2012.09.014openalex-snapshot
Remote sensing for conservation monitoring: Assessing protected areas, habitat extent, habitat condition, species diversity, and threats
inferredcites →https://doi.org/10.1016/j.ecolind.2018.08.008openalex-snapshot
Modelling occurrence and status of mat-forming lichens in boreal forests to assess the past and current quality of reindeer winter pastures
inferredcites →https://doi.org/10.1016/j.eswa.2025.131082openalex-snapshot
Comparison of generalised additive models and neural networks in applications: A systematic review
inferredcites →https://doi.org/10.1016/j.foreco.2009.07.045openalex-snapshot
Of forest, snow and lichen: Sámi reindeer herders’ knowledge of winter pastures in northern Sweden
inferredcites →https://doi.org/10.1016/j.rse.2012.09.005openalex-snapshot
Spatial analysis of remote sensing image classification accuracy
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.2022.113201openalex-snapshot
An artificial intelligence approach to remotely assess pale lichen biomass
inferredcites →https://doi.org/10.1016/j.tree.2018.08.001openalex-snapshot
Outstanding Challenges in the Transferability of Ecological Models
inferredcites →https://doi.org/10.1016/s0169-5347(03)00070-3openalex-snapshot
Remote sensing for biodiversity science and conservation
inferredcites →https://doi.org/10.1016/s0304-3800(00)00354-9openalex-snapshot
Predictive habitat distribution models in ecology
inferredcites →https://doi.org/10.1017/cbo9780511617461.004openalex-snapshot
Living in a seasonal environment
inferredcites →https://doi.org/10.1038/s41467-020-18321-yopenalex-snapshot
Spatial validation reveals poor predictive performance of large-scale ecological mapping models
inferredcites →https://doi.org/10.1038/s41467-022-29838-9openalex-snapshot
Machine learning-based global maps of ecological variables and the challenge of assessing them
inferredcites →https://doi.org/10.1080/01431160903474962openalex-snapshot
Mapping ground lichens using forest inventory and optical satellite data
inferredcites →https://doi.org/10.1080/01431161.2024.2421949openalex-snapshot
The role of remote sensing in species distribution models: a review
inferredcites →https://doi.org/10.1080/22797254.2020.1760733openalex-snapshot
Mapping ultramafic complexes using airborne imaging spectroscopy and spaceborne data in Arctic regions with abundant lichen cover, a case study from the Niaqornarssuit complex in South West Greenland
inferredcites →https://doi.org/10.1111/1365-2656.12275openalex-snapshot
‘You shall not pass!’: quantifying barrier permeability and proximity avoidance by animals
inferredcites →https://doi.org/10.1111/1365-2656.13087openalex-snapshot
Accounting for individual‐specific variation in habitat‐selection studies: Efficient estimation of mixed‐effects models using Bayesian or frequentist computation
inferredcites →https://doi.org/10.1111/1365-2656.13441openalex-snapshot
A ‘How to’ guide for interpreting parameters in habitat‐selection analyses
inferredcites →https://doi.org/10.1111/1365-2664.12768openalex-snapshot
Characterizing wildlife behavioural responses to roads using integrated step selection analysis
inferredcites →https://doi.org/10.1111/2041-210x.12528openalex-snapshot
Integrated step selection analysis: bridging the gap between resource selection and animal movement
inferredcites →https://doi.org/10.1111/2041-210x.12998openalex-snapshot
Transferring biodiversity models for conservation: Opportunities and challenges
inferredcites →https://doi.org/10.1111/2041-210x.13107openalex-snapshot
block CV : An r package for generating spatially or environmentally separated folds for k ‐fold cross‐validation of species distribution models
inferredcites →https://doi.org/10.1111/2041-210x.14263openalex-snapshot
Simulating animal space use from fitted integrated Step‐Selection Functions ( iSSF )
inferredcites →https://doi.org/10.1111/ecog.02881openalex-snapshot
Cross‐validation strategies for data with temporal, spatial, hierarchical, or phylogenetic structure
inferredcites →https://doi.org/10.1111/geb.70184openalex-snapshot
The Performance and Potential of Deep Learning for Predicting Species Distributions
inferredcites →https://doi.org/10.1111/j.1600-0587.2013.00205.xopenalex-snapshot
Where is positional uncertainty a problem for species distribution modelling?
inferredcites →https://doi.org/10.1111/j.2041-210x.2011.00170.xopenalex-snapshot
Assessing transferability of ecological models: an underappreciated aspect of statistical validation
inferredcites →https://doi.org/10.1126/science.aaa2478openalex-snapshot
Terrestrial animal tracking as an eye on life and planet
inferredcites →https://doi.org/10.1186/2051-3933-2-4openalex-snapshot
Applications of step-selection functions in ecology and conservation
inferredcites →https://doi.org/10.1890/08-0874.1openalex-snapshot
Accounting for animal movement in estimation of resource selection functions: sampling and data analysis
inferredcites →https://doi.org/10.2307/1937156openalex-snapshot
The Comparison of Usage and Availability Measurements for Evaluating Resource Preference
inferredcites →https://doi.org/10.3354/meps10156openalex-snapshot
Mapping spatial resources with GPS animal telemetry: foraging manatees locate seagrass beds in the Ten Thousand Islands, Florida, USA
inferredcites →https://doi.org/10.4324/9781003118565-3openalex-snapshot
Reindeer pastoralism in Fennoscandia
inferredcites →https://doi.org/10.4324/9781003118565-6openalex-snapshot
Reindeer behavioural ecology and use of pastures in pastoral livelihoods
inferredcites →https://doi.org/10.7557/2.19.4.1603openalex-snapshot
Kan vi beregne hvor mange rein beitene tåler?
inferredcites →https://doi.org/10.7557/2.27.1.196openalex-snapshot
Multivariate characterisation of environmental conditions for reindeer husbandry in Sweden
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