Published April 27, 2021 | Version v1
Dataset Embargoed

PCA - Analysis for spatial variability of forward modelled attenuated backscatter in clear-sky conditions over a megacity: Implications for observation network design

Authors/Creators

  • 1. Met Office
  • 2. University of Reading
  • 3. IPSL

Description

Spatial variability of forward modelled attenuated backscatter in clear-sky conditions over a megacity: Implications for observation network design  ( paper in review May 2021)

Elliott Warren1,2, Cristina Charlton-Perez3, Humphrey Lean3, Simone Kotthaus4, Sue Grimmond1*

  1. 1 Department of Meteorology, University of Reading, UK
  2. 2 Met Office, Exeter, UK
  3. 3 Met Office@Reading, UK
  4. 4 Institut Pierre Simon Laplace (IPSL), CNRS, École Polytechnique, Institut Polytechnique de Paris, 91128 Palaiseau Cedex, France
  5. *Corresponding authors: elliott.warren@metoffice.gov.uk, c.s.grimmond@reading.ac.uk

 

PCA analysis

The following are related datasets and code:

  • (1) ceilometer:  10.5281/zenodo.4723564
  • (2) UKV: 10.5281/zenodo.4723576
  • (3) London Model: 10.5281/zenodo.4723582
  • 4) Principal Component Analysis results: 10.5281/zenodo.4723806
  • Python  code used in analysis available at: https://github.com/elliottwarren/improveNetworks. 

Files

Embargoed

The files will be made publicly available on April 1, 2027.

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