Chapter Two. Hierarchical Modeling of Lek Habitats of Greater Prairie-Chickens

A. Gregory, Lance B. McNew, Thomas J. Prebyl, B. Sandercock, S. Wisely
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引用次数: 9

Abstract

Greater Prairie-Chickens ( Tympanuchus cupido) are a lek-mating prairie grouse of the central Great Plains. Males gather each spring at communal display grounds or leks to compete for mating opportunities with females, and lek sites are essential for the reproductive biology of prai- rie-chickens. We obtained geographic coordinates for 166 active leks located in eastern Kansas. Using GIS analysis, we developed a spatially explicit model to identify landcover and geomorphological variables associated with lek locations. We used a hierarchical approach to model selection to iden- tify the best predictor variables at three spatial scales (0 m, 200 m, and 5 km), and then combined factors from the best models into a global multi- scale model. We found that a synthetic variable, weighted elevation or the point elevation stand- ardized by the elevation of the surrounding land- scape, best explained lek occurrence at a lek point scale of 0 m. At broader spatial scales of 200 m and 5 km, avoidance of agricultural, urban, and forest habitats, avoidance of high densities of roads, and a preference for grassland cover were the best predictors of lek site locations. Next, we created an entropy model based on factors from our minimum Bayesian Information Criterion global model to create an index of suitable lek hab- itat across the Flint Hills, Smoky Hills, and Osage Plains ecoregions of eastern Kansas. The entropy model showed that 85% of lek sites were in hab- itat strata that comprised 20% of the regional landscape, suggesting that prairie-chickens may be utilizing areas that are of marginal quality. Our research results have important implications for conservation because Kansas prairies are the core of extant distribution of Greater Prairie-Chickens and include the largest remaining intact grass- lands in the United States.
第二章。大草原鸡Lek生境的分层模型
大草原鸡(学名:Tympanuchus cupido)是大平原中部的一种杂交草原松鸡。每年春天,雄性聚集在公共展示场地或韭葱上,与雌性竞争交配机会,韭葱地点对草原鸡的生殖生物学至关重要。我们获得了位于堪萨斯州东部的166个活动区域的地理坐标。利用GIS分析,我们开发了一个空间显式模型来识别与泄漏位置相关的土地覆盖和地貌变量。我们采用分层模型选择方法,在3个空间尺度(0 m、200 m和5 km)上确定最佳预测变量,然后将最佳模型中的因子组合成一个全球多尺度模型。我们发现,一个综合变量,加权高程或由周围景观高程划分的点高程,最好地解释了在0 m的点尺度上的漏水现象。在200 m和5 km的较宽空间尺度上,避开农业、城市和森林生境,避开高密度的道路,以及偏好草地覆盖是lek站点位置的最佳预测因子。接下来,我们根据最小贝叶斯信息标准全球模型中的因素创建了一个熵模型,以创建堪萨斯州东部弗林特山、斯莫基山和奥塞奇平原生态区适宜韭草栖息地的指数。熵模型表明,85%的草原鸡址位于生境层,而生境层占区域景观的20%,这表明草原鸡可能正在利用边缘质量的区域。我们的研究结果对保护具有重要意义,因为堪萨斯草原是大草原鸡现存分布的核心,包括美国最大的完整草地。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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