Changing grizzly bear space use and functional connectivity in response to human disturbance in the southern Canadian Rocky Mountains

IF 2.8 2区 环境科学与生态学 Q1 BIODIVERSITY CONSERVATION
Eric C. Palm, Clayton D. Apps, Tal Avgar, Melanie Dickie, Bruce N. McLellan, Joseph M. Northrup, Michael A. Sawaya, Julie W. Turner, Jesse Whittington, Erin L. Landguth, Katherine A. Zeller, Clayton T. Lamb
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Abstract

Understanding wildlife responses to human disturbance is essential for developing effective conservation and management strategies. Grizzly bears in the southern Canadian Rocky Mountains face increasing habitat alteration from roads, forest harvest, human settlements, and mining, which can alter the way animals move through the landscape. Deleterious effects on genetic exchange, demographic connectivity, and access to key resources can occur if movements are dramatically altered. We used integrated step-selection functions (iSSF) to model movement and habitat selection for 109 GPS-collared grizzly bears across an 85,000 km2 multi-use landscape in southeastern British Columbia and southwestern Alberta. We then simulated individual grizzly bear movements from fitted iSSFs to predict changes in population-level space use and functional connectivity under the following scenarios: (1) without current levels of human disturbance, (2) under current conditions, and (3) with a defined increase in human disturbance. Bears avoided crossing highways but were attracted to areas alongside highways in areas with relatively low forage availability at a broad spatial scale, such as in Banff National Park and the Kananaskis region. Females generally avoided moving through towns in spring and summer, while males were more likely to do so. Additional footprints of proposed mines and expanded human settlements in a potential future scenario were predicted to further decrease functional connectivity for grizzly bears on top of prior connectivity losses from existing human disturbance. Our study builds upon existing work simulating animal space use from fitted iSSFs by incorporating individual-level variation into population-level simulations and by fitting functional responses that help capture broad-scale variation in behavior and improve model transferability to new areas. Our results provide insights into grizzly bear movement and connectivity in an area of high conservation importance, and our predictive maps can be used to directly inform transboundary management actions and conservation planning.

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加拿大南部落基山脉人类干扰下灰熊空间利用和功能连通性的变化
了解野生动物对人类干扰的反应对于制定有效的保护和管理策略至关重要。加拿大南部落基山脉的灰熊面临着越来越多的栖息地改变,包括道路、森林采伐、人类住区和采矿,这些都改变了动物在这片土地上移动的方式。如果人口流动发生巨大变化,就可能对遗传交换、人口连通性和获取关键资源产生有害影响。在不列颠哥伦比亚省东南部和阿尔伯塔省西南部85,000平方公里的多用途景观中,利用综合阶梯选择函数(iSSF)对109只gps项圈灰熊的运动和栖息地选择进行了建模。然后,我们从拟合的issf中模拟个体灰熊的运动,以预测以下情景下种群水平空间利用和功能连通性的变化:(1)没有当前水平的人类干扰,(2)在当前条件下,(3)在人类干扰增加的情况下。熊避免穿越高速公路,但在广阔的空间尺度上,在饲料供应相对较低的地区,如班夫国家公园和卡纳纳斯基地区,它们被吸引到高速公路旁的地区。在春夏两季,女性通常会避免在城镇里走动,而男性则更有可能这样做。在潜在的未来情景中,拟议的矿山和扩大的人类住区的额外足迹预计将进一步降低灰熊的功能连通性,除了现有人类干扰造成的先前连通性损失之外。我们的研究建立在现有工作的基础上,通过拟合的issf模拟动物空间利用,将个体水平的变化纳入种群水平的模拟,并通过拟合功能反应,帮助捕捉行为的大范围变化,提高模型在新领域的可转移性。我们的研究结果提供了对高保护重要性地区灰熊运动和连通性的见解,我们的预测地图可用于直接通知跨界管理行动和保护规划。
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来源期刊
Conservation Science and Practice
Conservation Science and Practice BIODIVERSITY CONSERVATION-
CiteScore
5.50
自引率
6.50%
发文量
240
审稿时长
10 weeks
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