Gilbertson Marie L J, Ketz Alison C, Hunsaker Matthew, Jarosinski Dana, Ellarson Wesley, Walsh Daniel P, Storm Daniel J, Turner Wendy C
Wisconsin Cooperative Wildlife Research Unit, Department of Forest and Wildlife Ecology, University of Wisconsin-Madison, 1630 Linden Dr, 53706, Madison, WI, USA.
Wisconsin Department of Natural Resources, 1500 N Johns St, 53533, Dodgeville, WI, USA.
Mov Ecol. 2022 Oct 26;10(1):43. doi: 10.1186/s40462-022-00342-5.
Dispersal is a fundamental process to animal population dynamics and gene flow. In white-tailed deer (WTD; Odocoileus virginianus), dispersal also presents an increasingly relevant risk for the spread of infectious diseases. Across their wide range, WTD dispersal is believed to be driven by a suite of landscape and host behavioral factors, but these can vary by region, season, and sex. Our objectives were to (1) identify dispersal events in Wisconsin WTD and determine drivers of dispersal rates and distances, and (2) determine how landscape features (e.g., rivers, roads) structure deer dispersal paths.
We developed an algorithmic approach to detect dispersal events from GPS collar data for 590 juvenile, yearling, and adult WTD. We used statistical models to identify host and landscape drivers of dispersal rates and distances, including the role of agricultural land use, the traversability of the landscape, and potential interactions between deer. We then performed a step selection analysis to determine how landscape features such as agricultural land use, elevation, rivers, and roads affected deer dispersal paths.
Dispersal predominantly occurred in juvenile males, of which 64.2% dispersed, with dispersal events uncommon in other sex and age classes. Juvenile male dispersal probability was positively associated with the proportion of the natal range that was classified as agricultural land use, but only during the spring. Dispersal distances were typically short (median 5.77 km, range: 1.3-68.3 km), especially in the fall. Further, dispersal distances were positively associated with agricultural land use in potential dispersal paths but negatively associated with the number of proximate deer in the natal range. Lastly, we found that, during dispersal, juvenile males typically avoided agricultural land use but selected for areas near rivers and streams.
Land use-particularly agricultural-was a key driver of dispersal rates, distances, and paths in Wisconsin WTD. In addition, our results support the importance of deer social environments in shaping dispersal behavior. Our findings reinforce knowledge of dispersal ecology in WTD and how landscape factors-including major rivers, roads, and land-use patterns-structure host gene flow and potential pathogen transmission.
扩散是动物种群动态和基因流动的一个基本过程。在白尾鹿(Odocoileus virginianus)中,扩散也日益成为传染病传播的一个相关风险因素。在其广泛的分布范围内,白尾鹿的扩散被认为是由一系列景观和宿主行为因素驱动的,但这些因素可能因地区、季节和性别而异。我们的目标是:(1)识别威斯康星州白尾鹿的扩散事件,并确定扩散速率和距离的驱动因素;(2)确定景观特征(如河流、道路)如何构建鹿的扩散路径。
我们开发了一种算法方法,用于从590只幼年、一岁和成年白尾鹿的GPS项圈数据中检测扩散事件。我们使用统计模型来识别扩散速率和距离的宿主和景观驱动因素,包括农业土地利用的作用、景观的可穿越性以及鹿之间的潜在相互作用。然后,我们进行了步长选择分析,以确定农业土地利用、海拔、河流和道路等景观特征如何影响鹿的扩散路径。
扩散主要发生在幼年雄性白尾鹿中,其中64.2%的个体发生了扩散,在其他性别和年龄组中扩散事件并不常见。幼年雄性白尾鹿的扩散概率与被归类为农业土地利用的出生地范围比例呈正相关,但仅在春季如此。扩散距离通常较短(中位数为5.77公里,范围:1.3 - 68.3公里),尤其是在秋季。此外,扩散距离与潜在扩散路径中的农业土地利用呈正相关,但与出生地范围内附近鹿的数量呈负相关。最后,我们发现,在扩散过程中,幼年雄性白尾鹿通常会避开农业土地利用区域,但会选择靠近河流和溪流的区域。
土地利用,尤其是农业用地,是威斯康星州白尾鹿扩散速率、距离和路径的关键驱动因素。此外,我们的结果支持了鹿的社会环境在塑造扩散行为方面的重要性。我们的发现加强了对白尾鹿扩散生态学的认识,以及景观因素(包括主要河流、道路和土地利用模式)如何构建宿主基因流动和潜在病原体传播。