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• W2282091485 abstract "Availability of certain habitats or landscape configurations can cause differential habitat selection in animal species. Landscape complexity can affect foraging scales, home ranges and movement, but its effect on habitat selection is not well documented. We aimed to examine differences in colony site selection of herons and egrets in different regions. We studied whether landscape complexities could affect their scale of selection and habitat preferences. We used colony distribution data and land-use maps for two neighboring regions, Ibaraki and Chiba prefectures in Japan, to create random forest models for analyzing habitat preferences and important scales of selection. We did cross-validation of the models, adjusted for its respective region's land-use maps with changing scales. The scales that best explained colony distribution were 1-, 4-, 10- and 15-km in the Ibaraki region, and 1- and 10-km in the Chiba region. Evergreen forest was the most important variable for Ibaraki at 4-km and for the Chiba at 1-km. The importance of other variables differed for other models. Cross-validation showed that herons and egrets had the same habitat preferences at a 4-km scale in Ibaraki and at a 1-km scale in Chiba. The scale of selection was reduced in Chiba, where the main foraging resources for herons and egrets was more complex. Differences in landscape complexities did not affect habitat preferences but resulted in differences in the scale of selection. Habitat selection models created at the landscape level can be useful to study behavioral aspects difficult to describe with direct observation in detail." @default.
• W2282091485 created "2016-06-24" @default.
• W2282091485 creator A5054755116 @default.
• W2282091485 creator A5061831380 @default.
• W2282091485 creator A5078772645 @default.
• W2282091485 date "2015-12-01" @default.
• W2282091485 modified "2023-10-06" @default.
• W2282091485 title "Extrapolation of random forest models shows scale adaptation in egret colony site selection against landscape complexity" @default.
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• W2282091485 doi "https://doi.org/10.1016/j.ecocom.2015.08.002" @default.
• W2282091485 hasPublicationYear "2015" @default.
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