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Filtering by: Keyword Gaussian process regression Resource type Dataset Discipline Engineering

Big Ship Data: Pre- and Post-Processed Spatiotemporal Data for 2006-2014 for Great Lakes Air Temperature, Dew Point, Surface Water Temperature, and Wind Speed

Creator:

Fries, Kevin J.

Description:

This data is in support of the WRR paper by Fries and Kerkez: Big Ship Data: Using Vessel Measurements to Improve Estimates of Temperature and Wind Speed on the Great Lakes Code is also provided

Keyword:

Gaussian process regression, Data integration, Wind speed, Water surface temperature, Air temperature, and student-friendly

Citation to related publication:

Fries, K., and B. Kerkez (2017), Big Ship Data: Using vessel measurements to improve estimates of temperature and wind speed on the Great Lakes, Water Resour. Res., 53, 3662–3679, http://doi.org/10.1002/2016WR020084.

Discipline:

Engineering