面向北极生态航行的自主GeoAI智能体
原标题：An Autonomous GeoAI Agent for Arctic Eco-Navigation
AI 摘要
研究者提出一个面向北极生态航行的自主 GeoAI 多智能体系统，采用人在回路方式，将运营、物理、生态和社区标准整合进统一航线规划框架。多个专用智能体协同完成地理空间数据获取与准备、多目标航线生成以及基于 skyline 的决策支持，其中生态标准明确考虑对敏感区域的暴露，包括关键鱼类栖息地和海豹关键栖息地。该系统通过将价值判断保留给人类，支持更安全、更透明且更具社会责任感的北极航行，项目页面与代码已公开。
正文节选
An Autonomous GeoAI Agent for Arctic Eco-Navigation Abstract. Arctic maritime navigation is becoming increasingly important as changing sea-ice conditions expand seasonal accessibility while simultaneously introducing substantial operational, environmental, and community risks. Arctic route planning is inherently a multi-criteria problem: routes that improve vessel safety or efficiency may increase exposure to sea ice, sensitive ecosystems, or nearby communities. Existing routing methods priorit