An artificial intelligence approach to remotely assess pale lichen biomass

Leveraging Deep Neural Networks to Map Caribou Lichen in High-Resolution Satellite Images Based on a Small-Scale, Noisy UAV-Derived Map

(2021) Shahab Jozdani et al.   Remote Sensing

Spatial cross-validation is not the right way to evaluate map accuracy

(2021) Alexandre M.J.-C. Wadoux et al.   ECOLOGICAL MODELLING

Integration of multi-scale remote sensing data for reindeer lichen fractional cover mapping in Eastern Canada

(2021) Liming He et al.   REMOTE SENSING OF ENVIRONMENT

Lichen cover mapping for caribou ranges in interior Alaska and Yukon

(2020) Matthew J Macander et al.   Environmental Research Letters

Changes in mountain birch forests and reindeer management: Comparing different knowledge systems in Sápmi, northern Fennoscandia

(2020) Bruce C. Forbes et al.   POLAR RECORD

Assessment of Landsat-based terricolous macrolichen cover retrieval and change analysis over caribou ranges in northern Canada and Alaska

(2020) Blair Kennedy et al.   REMOTE SENSING OF ENVIRONMENT

Spatial validation reveals poor predictive performance of large-scale ecological mapping models

(2020) Pierre Ploton et al.   Nature Communications

Drought sensitivity of Empetrum nigrum shrub growth at the species’ southern lowland distribution range margin

(2020) Nils Hein et al.   PLANT ECOLOGY

What is global photosynthesis? History, uncertainties and opportunities

(2019) Youngryel Ryu et al.   REMOTE SENSING OF ENVIRONMENT

Uncovering Ecological Patterns with Convolutional Neural Networks

(2019) Philip G. Brodrick et al.   TRENDS IN ECOLOGY & EVOLUTION

Data and resolution requirements in mapping vegetation in spatially heterogeneous landscapes

(2019) Aleksi Räsänen et al.   REMOTE SENSING OF ENVIRONMENT

Imaging lichen water content with visible to mid-wave infrared (400–5500 nm) spectroscopy

(2018) Lars Granlund et al.   REMOTE SENSING OF ENVIRONMENT

Random forest as a generic framework for predictive modeling of spatial and spatio-temporal variables

(2018) Tomislav Hengl et al.   PeerJ

Estimating changes in lichen mat volume through time and related effects on barren ground caribou (Rangifer tarandus groenlandicus) movement

(2017) Gregory J. M. Rickbeil et al.   PLoS One

Cloud detection algorithm comparison and validation for operational Landsat data products

(2017) Steve Foga et al.   REMOTE SENSING OF ENVIRONMENT

Google Earth Engine: Planetary-scale geospatial analysis for everyone

(2017) Noel Gorelick et al.   REMOTE SENSING OF ENVIRONMENT

Warming-Induced Shrub Expansion and Lichen Decline in the Western Canadian Arctic

(2014) Robert H. Fraser et al.   ECOSYSTEMS

A survey of remote sensing-based aboveground biomass estimation methods in forest ecosystems

(2014) Dengsheng Lu et al.   International Journal of Digital Earth

The fragmented nature of tundra landscape

(2013) Tarmo Virtanen et al.   International Journal of Applied Earth Observation and Geoinformation

Effect of reindeer grazing on snowmelt, albedo and energy balance based on satellite data analyses

(2013) Juval Cohen et al.   REMOTE SENSING OF ENVIRONMENT

Estimating lichen volume and reindeer winter pasture quality from Landsat imagery

(2013) Tobias Falldorf et al.   REMOTE SENSING OF ENVIRONMENT

Temperature, Heat Flux, and Reflectance of Common Subarctic Mosses and Lichens under Field Conditions: Might Changes to Community Composition Impact Climate-Relevant Surface Fluxes?

(2012) Paul C. Stoy et al.   ARCTIC ANTARCTIC AND ALPINE RESEARCH

Contribution of cryptogamic covers to the global cycles of carbon and nitrogen

(2012) Wolfgang Elbert et al.   Nature Geoscience

Rapid recovery of recently overexploited winter grazing pastures for reindeer in northern Norway

(2011) Hans Tømmervik et al.   Fungal Ecology

Fire, grazing history, lichen abundance, and winter distribution of caribou in Alaska's taiga

(2011) William B. Collins et al.   JOURNAL OF WILDLIFE MANAGEMENT

Winter habitat selection by caribou in relation to lichen abundance, wildfires, grazing, and landscape characteristics in northwest Alaska

(2010) Kyle Joly et al.   ECOSCIENCE

Lichen Recovery Following Heavy Grazing by Reindeer Delayed by Climate Warming

(2009) David R. Klein et al.   AMBIO

Confusion among three common plant cover definitions may result in data unsuited for comparison

(2009) Jeffrey S. Fehmi   JOURNAL OF VEGETATION SCIENCE

Long-term primary succession: a comparison of non-spatial and spatially explicit inferential techniques

(2009) Nick Cutler   PLANT ECOLOGY

Above ground biomass changes in the mountain birch forests and mountain heaths of Finnmarksvidda, northern Norway, in the period 1957–2006

(2008) H. Tømmervik et al.   FOREST ECOLOGY AND MANAGEMENT