Hydratools,基于MATLAB/spl reg/的Sontek Hydra数据处理软件包

M. Martini, F. L. Lightsom, C. Sherwood, Jingping Xu, J. Lacy, A. Ramsey, R. Horwitz
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引用次数: 4

摘要

美国地质调查局(USGS)开发了一套MATLAB工具,用于处理和转换Sontek Hydra仪器收集的数据到netCDF, netCDF是USGS用于处理和存档海洋时间序列数据的格式。美国地质勘探局在距离海底1.5米的范围内进行高分辨率电流测量。这些数据与泥沙输运研究的其他仪器数据结合使用,以建立泥沙输运模型。仪器制造商提供输出唯一二进制数据格式的软件。多种数据格式很麻烦。USGS的解决方案是将数据流转换成通用的数据格式:netCDF。Hydratools工具箱用于创建遵循EPIC约定的netCDF格式文件,并包含嵌入的元数据。ADV和PCADP都接受数据。工具箱将检测和删除不良数据,必要时替换其他来源的航向和倾斜测量值,应用歧义校正,计算统计数据,返回有关数据质量的信息,并组织元数据。标准化处理和归档使这些数据更容易和常规地在本地和通过Internet访问。此外,工具箱中使用的技术的文档为使用这些数据的其他人提供了基准参考。
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Hydratools, a MATLAB/spl reg/ based data processing package for Sontek Hydra data
The U.S. Geological Survey (USGS) has developed a set of MATLAB tools to process and convert data collected by Sontek Hydra instruments to netCDF, which is a format used by the USGS to process and archive oceanographic time-series data. The USGS makes high-resolution current measurements within 1.5 meters of the bottom. These data are used in combination with other instrument data from sediment transport studies to develop sediment transport models. Instrument manufacturers provide software which outputs unique binary data formats. Multiple data formats are cumbersome. The USGS solution is to translate data streams into a common data format: netCDF. The Hydratools toolbox is written to create netCDF format files following EPIC conventions, complete with embedded metadata. Data are accepted from both the ADV and the PCADP. The toolbox will detect and remove bad data, substitute other sources of heading and tilt measurements if necessary, apply ambiguity corrections, calculate statistics, return information about data quality, and organize metadata. Standardized processing and archiving makes these data more easily and routinely accessible locally and over the Internet. In addition, documentation of the techniques used in the toolbox provides a baseline reference for others utilizing the data.
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