Published October 27, 2021
| Version v1.0
Dataset
Open
BNNOz - Infilled vertically resolved ozone dataset
Authors/Creators
Description
This vertical ozone dataset is a fusion of an existing ozone dataset (Bodeker Scientific) with chemistry-climate model output from the Chemistry-Climate modelling initiative.
The vertically and latitudinally resolved ozone dataset (zmo3_BNNOz.nc) has been produced by fusing the above data within a Bayesian neural network.
More information about this processing and the data can be found here.
In addition to the output product we include the training dataset of observed and modelled ozone as a python pickled dataframe. The code to use this training dataset can be found here.
This data submission supports a manuscript submission to ESSD.
Files
Files
(150.8 MB)
| Name | Size | Download all |
|---|---|---|
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md5:87f9094a12d5d1424bd2701e784820a3
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139.7 MB | Download |
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md5:bf8d917315aed025397bc24aa1afa4e2
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11.2 MB | Download |
Additional details
Funding
- UK Research and Innovation
- ENVISION: Developing next generation leaders in environmental science NE/L002604/1
- UK Research and Innovation
- Data Science of the Natural Environment EP/R01860X/1