面向岛礁海域的真实海洋环境数据时空环境场构建与应用

Construction and Application of a Spatiotemporal Environmental Field for Island-Reef Waters Based on Real Ocean Environmental Data

  • 摘要:目的】针对岛礁海域标准海图、潮汐、海流、海浪和风场等多源海洋环境数据在空间基准、时间分辨率、数据结构和语义表达等方面存在明显异构性,导致复杂海域环境难以统一表征和动态重构的问题,提出一种面向岛礁海域的真实海洋环境数据时空环境场构建方法。【方法】以标准海图中的岸线、岛礁、障碍物和水深等静态要素为基础,融合潮汐、海流、海浪和风场等真实海洋环境数据,通过坐标统一、时间对齐、空间重采样和语义映射等处理,构建统一时空参考框架下的岛礁海域时空环境场;在此基础上,结合潮汐修正动态水深、风浪流环境属性和动态可航行区域生成方法,实现复杂海域静态地理约束与动态海洋环境过程的统一表达。【结果】以 Aleutian Islands 和 Prince William Sound 典型岛礁海域为例进行验证,结果表明,所构建的时空环境场能够反映潮位变化引起的动态水深和可航行边界变化,并能够统一表达海流、海浪和风场等环境扰动的时空分布特征。进一步在 Aleutian Islands 海域开展路径规划实证,结果表明,基于时空环境场生成的环境感知路径较基准路径具有更好的环境适应性,能够更充分利用有利流场并降低累计能耗。【结论】本文方法实现了岛礁海域多源真实海洋环境数据的统一组织与动态重构,可为复杂海域环境建模及路径规划等下游任务提供更加符合真实海洋环境约束的基础环境输入。

     

    Abstract: Objectives To address the pronounced heterogeneity of multi-source marine environmental data in island-reef waters, including standard nautical charts, tides, ocean currents, waves, and wind fields, in terms of spatial reference, temporal resolution, data structure, and semantic representation, a spatiotemporal environmental field construction method based on real ocean environmental data is proposed. Methods Based on static elements such as coastlines, reefs, obstacles, and water depths extracted from standard nautical charts, real ocean environmental data including tides, ocean currents, waves, and wind fields are integrated. Through coordinate unification, temporal alignment, spatial resampling, and semantic mapping, a spatiotemporal environmental field for island-reef waters is constructed under a unified spatiotemporal reference framework. On this basis, the integrated representation of static geographic constraints and dynamic marine environmental processes is realized by combining tidal-corrected dynamic water depth, wind-wave-current environmental attributes, and a dynamic navigable region generation method. Results Validation in typical island-reef waters, including the Aleutian Islands and Prince William Sound, shows that the constructed spatiotemporal environmental field can effectively represent tidal-induced variations in dynamic water depth and navigable boundaries, and can uniformly describe the spatiotemporal distribution of environmental disturbances such as ocean currents, waves, and wind fields. Further path-planning experiments in the Aleutian Islands area demonstrate that the environment-aware route generated on the basis of the spatiotemporal environmental field has better environmental adaptability than the baseline route, making better use of favorable currents while reducing cumulative energy consumption. Conclusions The proposed method realizes the unified organization and dynamic reconstruction of multi-source real ocean environmental data in island-reef waters, and can provide fundamental environmental input more consistent with real marine constraints for complex marine environment modeling and downstream tasks such as path planning.

     

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