Published August 29, 2025 | Version v1

Data and R code for global uncertainty analysis and calibration of a chemistry transport model for tropospheric ozone and OH

  • 1. Lancaster University
  • 2. University of Manchester

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