Loading [MathJax]/jax/output/HTML-CSS/fonts/TeX/fontdata.js
Articles | Volume 16, issue 7
https://doi.org/10.5194/gmd-16-1997-2023
https://doi.org/10.5194/gmd-16-1997-2023
Development and technical paper
 | 
12 Apr 2023
Development and technical paper |  | 12 Apr 2023

A machine learning emulator for Lagrangian particle dispersion model footprints: a case study using NAME

Elena Fillola, Raul Santos-Rodriguez, Alistair Manning, Simon O'Doherty, and Matt Rigby

Data sets

Sample dataset for "A machine learning emulator for Lagrangian particle dispersion model footprints" Elena Fillola https://doi.org/10.5281/zenodo.7254330

Operational Numerical Weather Prediction (NWP) Output from the UK Variable (UKV) Resolution Part of the Met Office Unified Model (UM) Met Office http://catalogue.ceda.ac.uk/uuid/292da1ccfebd650f6d123e53270016a8

Operational Numerical Weather Prediction (NWP) Output from the North Atlantic European (NAE) Part of the Met Office Unified Model (UM) Met Office http://catalogue.ceda.ac.uk/uuid/220f1c04ffe39af29233b78c2cf2699a

NWP-UKV: Met Office UK Atmospheric High Resolution Model data Met Office https://catalogue.ceda.ac.uk/uuid/f47bc62786394626b665e23b658d385f

NWP-UKV: Met Office UK Atmospheric High Resolution Model data Met Office https://catalogue.ceda.ac.uk/uuid/86df725b793b4b4cb0ca0646686bd783

The ALE/GAGE/AGAGE Data Base R. G. Prinn, R. F. Weiss, J. Arduini, et al. http://agage.mit.edu/data

UK DECC (Deriving Emissions linked to Climate Change) Network S. O'Doherty, D. Say, K. Stanley, et al. http://catalogue.ceda.ac.uk/uuid/f5b38d1654d84b03ba79060746541e4f

Model code and software

elenafillo/LPDM-emulation-trees: LPDM-emulation-trees v1.0 Elena Fillola https://doi.org/10.5281/zenodo.7254667

ACRG-Bristol/acrg: ACRG v0.2.0 (v0.2.0) Matt Rigby, Rachel Tunnicliffe, Luke Western, Hannah Chawner, Anita Ganesan, Alice Ramsden, Gareth Jones, Dickon Young, Rebecca Ward, Angharad Stell, Alecia Nickless, and Joe Pitt https://doi.org/10.5281/zenodo.6834888

Download
Short summary
Lagrangian particle dispersion models are used extensively for the estimation of greenhouse gas...