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长期收集数据在保护中的应用:日本青羊死亡率的时空格局。

Application of long-term collected data for conservation: Spatio-temporal patterns of mortality in Japanese serow.

机构信息

The United Graduate School of Veterinary Sciences, Gifu University, 1-1 Yanagito, Gifu, Gifu 501-1193, Japan.

Faculty of Applied Biological Sciences, Gifu University, 1-1 Yanagito, Gifu, Gifu 501-1193, Japan.

出版信息

J Vet Med Sci. 2021 Mar 5;83(2):349-357. doi: 10.1292/jvms.20-0393. Epub 2020 Dec 21.

Abstract

Monitoring the mortality of wildlife provides basic demographic information to support management plan preparation. The utility of mortality records for conservation measures was investigated in the Japanese serow, focusing on temporal trends and spatial distribution. Using the mortality records of Japanese serow from 2006 to 2018 in Gifu prefecture, cause-specific mortality was categorized into five groups (disease, accident, vehicle collision, parapoxvirus infection, and unknown), and the sex ratios were examined. A state space model was used to analyze the time series for the monthly mortalities, and kernel estimation was used for the spatial distribution of the parapoxvirus infection. Land cover type around the detection point was also reported. Disease, accident, and vehicle collision mortality were similar, and 30% of mortality was of anthropogenic origin. The number of mortality records for males was higher, and the larger home range of males could account for this. The state space model showed moderate increases in monthly mortalities over time and a seasonal variation with the highest level in spring and lowest in winter. Land cover analysis demonstrated a temporal increase in the proportion of human settlement areas, suggesting the change of the Japanese serow habitat. The proximity of Japanese serow to human settlements contributed to increase in mortality records. The point pattern analysis indicated spatial clustering for parapoxvirus infection in the area where an epidemic had occurred in the past. Several measures are recommended; however, mortality records can help develop improved conservation plan.

摘要

监测野生动物的死亡率为支持管理计划的准备提供了基本的人口统计学信息。本研究以日本青羊为例,探讨了死亡率记录在保护措施中的效用,重点关注了时间趋势和空间分布。使用岐阜县 2006 年至 2018 年期间日本青羊的死亡率记录,将特定原因的死亡率分为五类(疾病、事故、车辆碰撞、副痘病毒感染和未知原因),并检查了性别比例。使用状态空间模型分析了每月死亡率的时间序列,并使用核估计法分析了副痘病毒感染的空间分布。还报告了检测点周围的土地覆盖类型。疾病、事故和车辆碰撞导致的死亡率相似,30%的死亡率是人为原因造成的。雄性的死亡率记录数量较高,这可能是由于雄性的活动范围较大所致。状态空间模型显示,每月死亡率随时间呈中度增加,季节性变化表现为春季最高,冬季最低。土地覆盖分析表明,人类居住区域的比例随时间呈增加趋势,这表明日本青羊的栖息地发生了变化。日本青羊靠近人类住区可能导致死亡率记录的增加。点格局分析表明,过去发生过疫情的地区副痘病毒感染存在空间聚类。建议采取多种措施,但死亡率记录有助于制定改进的保护计划。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/dcea/7972871/5e2464ecb3bc/jvms-83-349-g001.jpg

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