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灰熊的栖息地选择取决于尺度。

Grizzly bear habitat selection is scale dependent.

作者信息

Ciarniello Lana M, Boyce Mark S, Seip Dale R, Heard Douglas C

机构信息

Department of Biological Sciences, University of Alberta, Edmonton, Alberta T6G 2E9, Canada.

出版信息

Ecol Appl. 2007 Jul;17(5):1424-40. doi: 10.1890/06-1100.1.

Abstract

The purpose of our study is to show how ecologists' interpretation of habitat selection by grizzly bears (Ursus arctos) is altered by the scale of observation and also how management questions would be best addressed using predetermined scales of analysis. Using resource selection functions (RSF) we examined how variation in the spatial extent of availability affected our interpretation of habitat selection by grizzly bears inhabiting mountain and plateau landscapes. We estimated separate models for females and males using three spatial extents: within the study area, within the home range, and within predetermined movement buffers. We employed two methods for evaluating the effects of scale on our RSF designs. First, we chose a priori six candidate models, estimated at each scale, and ranked them using Akaike Information Criteria. Using this method, results changed among scales for males but not for females. For female bears, models that included the full suite of covariates predicted habitat use best at each scale. For male bears that resided in the mountains, models based on forest successional stages ranked highest at the study-wide and home range extents, whereas models containing covariates based on terrain features ranked highest at the buffer extent. For male bears on the plateau, each scale estimated a different highest-ranked model. Second, we examined differences among model coefficients across the three scales for one candidate model. We found that both the magnitude and direction of coefficients were dependent upon the scale examined; results varied between landscapes, scales, and sexes. Greenness, reflecting lush green vegetation, was a strong predictor of the presence of female bears in both landscapes and males that resided in the mountains. Male bears on the plateau were the only animals to select areas that exposed them to a high risk of mortality by humans. Our results show that grizzly bear habitat selection is scale dependent. Further, the selection of resources can be dependent upon the availability of a particular vegetation type on the landscape. From a management perspective, decisions should be based on a hierarchical process of habitat selection, recognizing that selection patterns vary across scales.

摘要

我们研究的目的是展示生态学家对灰熊(棕熊)栖息地选择的解释如何因观察尺度而改变,以及如何使用预先确定的分析尺度来最好地解决管理问题。我们使用资源选择函数(RSF)研究了可利用空间范围的变化如何影响我们对栖息在山区和高原景观中的灰熊栖息地选择的解释。我们使用三个空间范围为雌性和雄性分别估计模型:研究区域内、家域内以及预先确定的移动缓冲区内。我们采用两种方法来评估尺度对我们的RSF设计的影响。首先,我们事先选择六个候选模型,在每个尺度上进行估计,并使用赤池信息准则对它们进行排名。使用这种方法,雄性的结果在不同尺度间有所变化,而雌性则没有。对于雌性灰熊,包含全套协变量的模型在每个尺度上对栖息地利用的预测效果最佳。对于居住在山区的雄性灰熊,基于森林演替阶段的模型在研究范围和家域范围内排名最高,而包含基于地形特征的协变量的模型在缓冲区内排名最高。对于高原上的雄性灰熊,每个尺度估计出不同的排名最高的模型。其次,我们检查了一个候选模型在三个尺度上模型系数的差异。我们发现系数的大小和方向都取决于所检查的尺度;结果在景观、尺度和性别之间有所不同。反映茂密绿色植被的绿度是两个景观中雌性灰熊以及居住在山区的雄性灰熊出现的有力预测指标。高原上的雄性灰熊是唯一选择使其面临高人类致死风险区域的动物。我们的结果表明,灰熊的栖息地选择取决于尺度。此外,资源选择可能取决于景观上特定植被类型的可利用性。从管理角度来看,决策应基于栖息地选择的分层过程,认识到选择模式在不同尺度上有所不同。

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