EN4: Quality controlled ocean temperature and salinity profiles and monthly objective analyses with uncertainty estimates
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Abstract
We present version 4 of the Met Office Hadley Centre “EN” series of data sets of global quality controlled ocean temperature and salinity profiles and monthly objective analyses, which covers the period 1900 to present. We briefly describe the EN4 data sources, processing, quality control procedures, and the method of generating the analyses. In particular, we highlight improvements relative to previous versions, which include a new duplicate profile removal procedure and the inclusion of three new quality control checks. We discuss in detail a novel method for providing uncertainty estimates for the objective analyses and improving the background error variance estimates used by the analysis system. These…
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3Topics & keywords
Topics
Keywords
- Variance (accounting)
- Statistics
- Temperature salinity diagrams
- Quality (philosophy)
- Econometrics
- Computer science
- Environmental science
- Climatology
UN Sustainable Development Goals
- Life below water
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