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Investigation of winter habitat selection by woodland caribou in relation to forage abundance and snow accumulation

机译:林地驯鹿冬季栖息地选择与牧草丰度和积雪的关系研究

摘要

Imprecision and misclassification of land cover types are two issues commonlyencountered in habitat selection studies using satellite land cover classifications andtelemetry data. Here, the utility of broad land cover types is explored in a study of habitatselection by woodland caribou (Rangifer tarandus caribou). Broad land cover types havepotential to reduce the misclassification error associated with finer land cover types,while remaining relevant to the factors influencing habitat selection in the species ofinterest. Lichen abundance and snow accumulation are two factors important inexplaining the selection of land cover types by woodland caribou in winter, and they areused here to predict the probability of occupation by caribou of land cover types in threeregions of the boreal forest in Eastern Canada. Land cover types were initiallycategorized using Landsat EOSD land cover data, and field surveys were conducted tomeasure terrestrial and arboreal lichen abundance in each land cover type. The relativeaccumulation of snow was modeled for land cover types using documented patterns ofsnow distribution in the boreal forest as well as data collected in the Greater Gros MorneEcosystem, Newfoundland, and the C?te-Nord region, Quebec. Subsequently, land covertypes were collapsed into three (dense forest, sparse-open forest, and non forest) thatreflected differences in lichen abundance and snow accumulation while reducingmisclassification errors. Resource selection functions were estimated using logisticregression where GPS and Argos satellite telemetry data existed for caribou in theGreater Gros Morne Ecosystem and Middle Ridge regions of Newfoundland and theC?te-Nord region of Quebec. In all regions, telemetry-monitored caribou selected nonforested areas, where lichen abundance was high and snow accumulation was low, more than expected by chance. The similarities in selection of non-forested areas acrossregions despite variation in landscape composition indicates that there are congruenciesboth in the factors influencing winter habitat selection and in the relative value of landcover types on a given landscape. These findings support the argument that resourceselection functions with parameters based on broadly defined land cover types areapplicable among different regions of caribou occurrence and are therefore a valuabletool for understanding patterns of space use in caribou throughout the boreal forest.
机译:土地覆盖类型的不精确和分类错误是在使用卫星土地覆盖分类和遥测数据进行生境选择研究中经常遇到的两个问题。在这里,在林地驯鹿(Rangifer tarandus驯鹿)的栖息地选择研究中,探索了广泛的土地覆盖类型的效用。广泛的土地覆被类型有潜力减少与更精细的土地覆被类型有关的分类错误,同时仍与影响所关注物种的生境选择的因素有关。地衣的丰度和积雪是解释冬季林地驯鹿选择土地覆盖类型的两个重要因素,在这里它们被用来预测加拿大东部北方森林的三个区域中驯鹿被土地覆盖类型占用的可能性。最初使用Landsat EOSD土地覆盖数据对土地覆盖类型进行分类,并进行了实地调查以测量每种土地覆盖类型中的陆生和乔木地衣丰度。使用记录的北方森林中雪分布模式以及在纽芬兰的格罗斯莫恩生态系统和魁北克的科特诺德地区收集的数据,针对土地覆盖类型模拟了相对积雪。随后,土地覆盖类型被分解为三种(密林,疏林和非林),这反映了地衣丰度和积雪的差异,同时减少了分类错误。利用Logistic回归估计资源选择功能,其中GPS和Argos卫星遥测数据存在于大格罗斯莫恩生态系统和纽芬兰的中脊地区以及魁北克的科特诺德地区。在所有地区,遥测监测的驯鹿都选择了非森林地区,这些地区的地衣含量很高,积雪很低,这超出了偶然的预期。尽管景观组成变化,但跨区域非森林地区的选择相似,这表明在影响冬季栖息地选择的因素和给定景观上土地覆盖类型的相对价值上都存在一致性。这些发现支持这样的论点,即具有基于广泛定义的土地覆盖类型的参数的资源选择功能适用于北美驯鹿产地的不同区域,因此是了解整个北方森林中北美驯鹿空间利用方式的宝贵工具。

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    MacNearney Douglas;

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  • 年度 2014
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