Machine learning allows for large-scale habitat prediction of a wide-ranging carnivore across diverse ecoregions

IF 4 2区 环境科学与生态学 Q1 ECOLOGY Landscape Ecology Pub Date : 2024-05-15 DOI:10.1007/s10980-024-01903-2
W. C. O’Malley, L. Elbroch, Katherine A. Zeller, Paul Beier, Meghan M. Beale, R. Beausoleil, Brian N. Kertson, Kyle Knopff, Kryan Kunkel, Benjamin T. Maletzke, Quinton Martins, M. Matchett, C. Wilmers, H. Wittmer, Winston Vickers, Kim Sager-Fradkin, H. Robinson
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通过机器学习,可对一种食肉动物在不同生态区域的栖息地进行大规模预测
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来源期刊
Landscape Ecology
Landscape Ecology 环境科学-地球科学综合
CiteScore
8.30
自引率
7.70%
发文量
164
审稿时长
8-16 weeks
期刊介绍: Landscape Ecology is the flagship journal of a well-established and rapidly developing interdisciplinary science that focuses explicitly on the ecological understanding of spatial heterogeneity. Landscape Ecology draws together expertise from both biophysical and socioeconomic sciences to explore basic and applied research questions concerning the ecology, conservation, management, design/planning, and sustainability of landscapes as coupled human-environment systems. Landscape ecology studies are characterized by spatially explicit methods in which spatial attributes and arrangements of landscape elements are directly analyzed and related to ecological processes.
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