Rethinking connectivity modeling for high-mobility ungulates: insights from a globally endangered equid

IF 4 2区 环境科学与生态学 Q1 ECOLOGY
Azita Rezvani, Mahmoud-Reza Hemami, Jacob R. Goheen, Petra Kaczensky, Saeid Pourmanafi, Sima Fakheran, Saeideh Esmaeili
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引用次数: 0

Abstract

Context

Maintaining connectivity is crucial for wildlife conservation in human-occupied landscapes. Structural connectivity modeling (SCM) attempts to quantify the degree to which physical features facilitate or impede movement of individuals and has been widely used to identify corridors, but its accuracy is rarely validated against empirical data.

Objectives

We evaluated SCM’s ability to identify suitable habitat and corridors for onagers (Equus hemionus onager) through a comparison with functional connectivity (i.e., actual movement of individuals) using satellite tracking data.

Methods

We used MaxEnt to predict suitable habitat and evaluated the ability of three SCM approaches: circuit theory, factorial least cost path, and landscape corridors approaches to identify corridors. The performance of the three SCM approaches was validated against independently collected GPS telemetry data.

Results

Onagers selected water sources and dense vegetation while avoiding areas grazed intensely by livestock. The three approaches to SCMs identified similar movement corridors, which were interrupted by roads, affecting major high-flow movement corridors. The SCMs overlapped with functional connectivity by about 21%.

Conclusion

Movement corridors derived from SCMs did not align with the locations or intensity of corridors identified using the functional connectivity model. This finding suggests that SCMs might have a tendency to overestimate landscape resistance in areas with low habitat suitability. Therefore, SCM may not adequately capture individual decisions about habitat selection and movement. To protect corridors linking suitable habitat, data on functional connectivity (i.e., telemetry data) can be coupled with SCM to better understand habitat selection and movements of populations as a consequence of landscape features.

Abstract Image

重新思考高移动性有蹄类动物的连通性建模:一种全球濒危马科动物的启示
背景在人类占据的景观中,保持连通性对保护野生动物至关重要。结构连通性建模(SCM)试图量化物理特征促进或阻碍个体移动的程度,并已被广泛用于识别走廊,但其准确性很少得到经验数据的验证、方法我们使用 MaxEnt 预测合适的栖息地,并评估了三种单片机方法(电路理论、因子最小成本路径和景观走廊方法)识别走廊的能力。根据独立收集的 GPS 遥测数据验证了三种 SCM 方法的性能。三种 SCM 方法确定了类似的移动走廊,但这些走廊被道路中断,影响了主要的高流量移动走廊。结论:根据单因子模式得出的移动走廊与使用功能连通性模型确定的走廊位置或强度并不一致。这一发现表明,在栖息地适宜性较低的地区,单因子模式可能倾向于高估景观阻力。因此,单因子模式可能无法充分反映个体对栖息地选择和移动的决策。为了保护连接适宜栖息地的走廊,可将功能连通性数据(即遥测数据)与 SCM 结合使用,以更好地了解景观特征对栖息地选择和种群移动的影响。
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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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