AUTHOR=Goldsmit Jesica , Schlegel Robert W. , Filbee-Dexter Karen , MacGregor Kathleen A. , Johnson Ladd E. , Mundy Christopher J. , Savoie Amanda M. , McKindsey Christopher W. , Howland Kimberly L. , Archambault Philippe TITLE=Kelp in the Eastern Canadian Arctic: Current and Future Predictions of Habitat Suitability and Cover JOURNAL=Frontiers in Marine Science VOLUME=8 YEAR=2021 URL=https://www.frontiersin.org/journals/marine-science/articles/10.3389/fmars.2021.742209 DOI=10.3389/fmars.2021.742209 ISSN=2296-7745 ABSTRACT=
Climate change is transforming marine ecosystems through the expansion and contraction of species’ ranges. Sea ice loss and warming temperatures are expected to expand habitat availability for macroalgae along long stretches of Arctic coastlines. To better understand the current distribution of kelp forests in the Eastern Canadian Arctic, kelps were sampled along the coasts for species identifications and percent cover. The sampling effort was supplemented with occurrence records from global biodiversity databases, searches in the literature, and museum records. Environmental information and occurrence records were used to develop ensemble models for predicting habitat suitability and a Random Forest model to predict kelp cover for the dominant kelp species in the region –