Sample-size considerations for a study of shorebird nest survival in the 1002 Area, Arctic National Wildlife Refuge, Alaska

E. Weiser
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引用次数: 1

Abstract

Authorization of lease sales for oil development in the 1002 Area of the Arctic National Wildlife Refuge has highlighted gaps in information about biological communities in the area. The U.S. Fish and Wildlife Service, which is planning a study to evaluate spatial variation in the nest survival of tundra-breeding shorebirds to identify hotspots with high nest survival, sought advice from the U.S. Geological Survey on how to predict which sampling designs might be successful in achieving the study goals. I used previously obtained data on nest survival from Alaska’s North Slope to develop a simulation study that explored the statistical consequences of various sampling designs in the context of expected ranges of values of biological parameters. Of all sampling parameters, the number of nests per plot had the strongest influence on the ability to detect hotspots, followed by number of years of monitoring and the age at which nests were found. The benefit of sampling 98 plots instead of 68 was relatively small. Ages of nests cannot be predicted a priori, so I developed a field reference chart to identify when further nest-searching would be useful for a given plot. This simulation study used the best available information, but values of biological parameters will become better defined following subsequent data collection in the 1002 Area. Data from upcoming field seasons could be used to refine this analysis and improve estimation of the expected results of the field study, thus maximizing the likelihood that data from the 1002 Area nest survival study will meet the monitoring goals.
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阿拉斯加北极国家野生动物保护区1002地区滨鸟巢穴生存研究的样本量考虑
北极国家野生动物保护区1002地区石油开发租赁销售授权凸显了该地区生物群落信息的空白。美国鱼类和野生动物管理局正计划进行一项研究,评估苔原繁殖的滨鸟巢穴存活率的空间变化,以确定巢穴存活率高的热点地区,并向美国地质调查局寻求建议,以预测哪种抽样设计可能成功实现研究目标。我使用先前从阿拉斯加北坡获得的巢穴存活率数据来进行模拟研究,探索在生物参数值的预期范围内各种抽样设计的统计结果。在所有采样参数中,每个地块的巢数对发现热点的能力影响最大,其次是监测年数和发现巢的年龄。抽样98个地块而不是68个地块的好处相对较小。巢的年龄不能先验地预测,所以我开发了一个实地参考图表,以确定何时进一步的巢搜索将对给定的地块有用。该模拟研究使用了最好的可用信息,但生物参数的值将在1002区域的后续数据收集后得到更好的定义。来自即将到来的野外季节的数据可以用来完善这一分析,并改进对野外研究预期结果的估计,从而最大限度地提高1002地区巢生存研究数据满足监测目标的可能性。
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