使用全球风险评分评估野生鸟类传播的空间风险
Hong-Dar Isaac Wu1, Day-Yu Chao2,3,4
1Department of Applied Mathematics and Graduate Institute of Statistics, National Chung Hsing University, Taichung, 402, Taiwan.
Scientific reports
|September 2, 2025
概括
迁徙鸟类传播高致病性禽流感病毒 (HPAIV). 新的全球风险评分 (GRS) 有效预测家禽养殖场的疫情,有助于监测和预防HPAIV传播.
科学领域:
- 兽医流行病学
- 疾病生态学
- 野生动物健康
背景情况:
- 迁徙野生鸟类是传播高致病性禽流感病毒 (HPAIV) 的关键因素.
- 有效的监测对于了解HPAIV传播和防止对家禽的传播至关重要.
- 识别野生鸟类和家禽之间的接口对于管理物种间传播风险至关重要.
研究的目的:
- 调查迁徙鸟类引入HPAIV导致家禽养殖场爆发的风险.
- 为预测HPAIV疫情制定和评估全球风险评分 (GRS).
- 评估野生鸟类和环境因素对HPAIV传播的影响.
主要方法:
- 条件概率与流行病学研究设计的整合.
- 使用台湾公民科学家的数据集进行野生鸟类观测.
- 使用全球风险评分 (GRS) 在不同显著程度下评估预测准确性.
主要成果:
- 在P < 0. 1的显著性水平下,对HPAIV家禽养殖场爆发的最佳预测准确性得到了实现.
- 在所有研究的鸟类种类中,农业湿地与HPAIV爆发有着强烈的积极关联.
- 调整后的GRS包括54种野生鸟类,其灵敏度为0.81和特异性为0.77.
结论:
- 开发的GRS框架为加强野生鸟类的HPAIV监测提供了有效的工具.
- 这项研究强调了在风险评估中考虑野生鸟类和环境因素的重要性.
- 该GRS模型可在不同国家适应,以减轻HPAIV的传播.
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