Data and R code for global uncertainty analysis and calibration of a chemistry transport model for tropospheric ozone and OH
Description
Data and R code for the manuscript "Quantifying and addressing the uncertainties in tropospheric ozone and OH in a global chemistry transport model" submitted to Atmospheric Chemistry and Physics.
The study explores the uncertainty in atmospheric composition and chemistry as represented by a tropospheric chemistry transport model (CTM) associated with uncertainty in the governing processes (emissions, chemistry, transport and deposition). It applies Gaussian process emulation to generate a surrogate of the CTM, permitting global sensitivity analysis and an exploratory calibration of the model using atmospheric measurements of ozone from surface stations and ozonesondes from around the globe.
Files
README.md
Files
(241.8 MB)
| Name | Size | Download all |
|---|---|---|
|
md5:c08e52d1744c066c8ac43c5a708de1d8
|
49.5 kB | Preview Download |
|
md5:7f7e0167b70f8eed165bb08f760726d3
|
10.0 kB | Preview Download |
|
md5:90edfd921f787d5401abf815107f97b6
|
10.0 kB | Preview Download |
|
md5:f83c7efcd700f392ac4821666f6071ba
|
110.5 MB | Download |
|
md5:5457f833ec10a96967d0dd50e7beb5fa
|
8.7 MB | Download |
|
md5:56cdba4a8340db91717c15fae71ba762
|
110.5 MB | Download |
|
md5:a35049614d0c55a30cd4ff239df1271a
|
8.7 MB | Download |
|
md5:b3fe6de0765b7649fed360dd98412ba6
|
4.3 kB | Preview Download |
|
md5:593ccf1ffd9c7f2711f4efa8504d80dc
|
3.0 MB | Preview Download |
|
md5:214f85da38cbff2dc9fc991351270e82
|
51.7 kB | Preview Download |
|
md5:7fe16416a4e1296de1ef2d62f3f9643b
|
5.2 kB | Preview Download |
|
md5:4861f8bdb933876da94bfb27038322e4
|
97.1 kB | Preview Download |
|
md5:fc94662160e7f9015390cfed1ac3185d
|
82.2 kB | Preview Download |
|
md5:54787d522da3d675a44c64ceb83e9bbe
|
4.0 kB | Download |
|
md5:322a97a036a49ea7c290e3c84119beea
|
4.4 kB | Download |
|
md5:9ab10598e2853541f0029066a43418d0
|
2.3 kB | Download |
|
md5:51d829f54dc1c0355837f3bb60c1842c
|
810 Bytes | Download |
|
md5:618d9de59172be7c0936f3de40130a94
|
4.3 kB | Preview Download |
|
md5:f533d46659f04263d1c81681c1e1a392
|
1.9 kB | Download |
|
md5:f7d82644b37b4babe3120a8b2ddec9e9
|
2.5 kB | Download |
Additional details
Funding
- UK Research and Innovation
- Quantifying and Reducing Uncertainty in the Processes Controlling Tropospheric Ozone and OH NE/N003411/1