AIS东南沿海水域船舶轨迹训练数据集

AIS东南沿海水域船舶轨迹训练数据集（AIS Southeast Coastal Vessel Trajectory Dataset）聚焦中国东南沿海重点海域船舶运行监测与轨迹分析需求，基于公开接收的AIS船舶自动识别系统历史数据整理形成，主要覆盖福建沿海及部分东海近岸水域。
数据集围绕船舶位置轨迹、航行状态及作业行为等核心信息构建，包含去敏感化船舶编号、经纬度坐标、航速、航向、时间戳、船舶类型及作业方式等关键字段。

AIS Southeast Coastal Vessel Trajectory Dataset focuses on the demands of vessel operation monitoring and trajectory analysis in key sea areas along the southeast coast of China. It is compiled based on publicly available historical Automatic Identification System (AIS) data, and mainly covers the coastal waters of Fujian Province and part of the nearshore waters of the East China Sea. This dataset is constructed around core information such as vessel position trajectories, navigation states and operational behaviors, and includes key fields including desensitized vessel identification numbers, longitude and latitude coordinates, ship speed, course, timestamps, vessel types and operation modes.

搜集汇总

背景与挑战

背景概述

该数据集基于AIS历史数据整理，覆盖中国东南沿海水域，重点包括福建沿海和东海近岸区域。它包含船舶轨迹、航行状态及作业行为等关键字段，适用于船舶轨迹预测、渔船行为识别和异常航行检测等海事分析任务。