首页|基于Python的海洋气象数据可视化技术研究

基于Python的海洋气象数据可视化技术研究

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针对现有可视化方法在展示海洋气象数据时,存在可视化覆盖范围小、可视化数据量少的问题,文章提出基于Python的海洋气象数据可视化技术研究.对来自不同数据源、不同类型、不同格式的多源异构海洋气象数据,采用清洗、格式转换等方式实现同一化处理;绘制海洋气象数据体,并对其进行三维立体分割;利用Python技术,实现非结构化数据与结构化数据的可视化展现.实验结果表明,所提可视化方法可以实现对更大范围、更多数量的海洋气象数据的展示,具备更加理想的可视化效果.
Research on Visualization Technology of Marine Meteorological Data Based on Python
This article proposes a Python based research on ocean meteorological data visualization technology to address the problems of small visualization coverage and limited visualization data volume when existing visualization methods are used to display ocean meteorological data.Using methods such as cleaning and format conversion to achieve homogenization of multi-source heterogeneous marine meteorological data from different data sources,types,and formats;Draw a marine meteorological data volume and perform three-dimensional segmentation on it;Utilize Python technology to visualize unstructured and structured data.The experimental results show that the proposed visualization method can achieve a more ideal visualization effect by displaying a larger range and quantity of marine meteorological data.

pythonmarine meteorologydata visualizationthree-dimensional

钟克超、徐路桥、邓蔓芹

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海南热带海洋学院计算机科学与技术学院,海南三亚 572022

Python 海洋气象 数据可视化 三维立体

2021年国家大学生创新创业训练计划国家级项目

202111100020

2024

信息与电脑
北京电子控股有限责任公司

信息与电脑

影响因子:1.143
ISSN:1003-9767
年,卷(期):2024.36(3)
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