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Updated: Jun 21, 2025

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使用近距离碰撞,人工智能和机器学习来预测海上事故:美国海岸警卫队的一项案例研究

Peter M Madsen1, Robin L Dillon2, Evan T Morris3

  • 1Marriott School of Business, Brigham Young University, Provo, Utah, USA.

Risk analysis : an official publication of the Society for Risk Analysis
|July 15, 2024
PubMed
概括

差点失误事件数据可以预测未来的事故. 人工智能 (AI) 和机器学习 (ML) 模型准确预测高风险的水道,提高美国海岸警卫队 (USCG) 和其他行业的安全.

关键词:
机器学习预测模型的模型.海上风险 海洋风险附近的小姐姐.

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Applications of GIS: Disaster Management and Emergency Response01:29

Applications of GIS: Disaster Management and Emergency Response

Geographic Information System (GIS) technology is essential for risk identification, action prioritization, and resource optimization in critical situations like flooding and earthquakes. By integrating spatial and demographic data, GIS provides a comprehensive framework for emergency response.GIS integrates data layers, like rainfall intensity, topography, elevation profiles, and river levels, to model high-risk flood zones. These layers assess areas susceptible to flooding based on their...
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