MLR data to "An Upper-branch Brewer Dobson Circulation index for attribution of stratospheric variability and improved ozone and temperature trend analysis"

Published: 12 December 2016| Version 1 | DOI: 10.17632/6v2nnhvzrg.1
Contributors:
Aleš Kuchař,
William Ball,
Fiona Tummon

Description

This dataset accompanies the paper "An Upper-branch Brewer Dobson Circulation index for attribution of stratospheric variability and improved ozone and temperature trend analysis". It contains these variables: Durbin-Watson test, coefficient of determination, adjusted coefficient of determination for our MLR model and p-values, confidence interval, and regression coefficient for the trend regressor included in our MLR model as a variable which we are focuded in our paper. All file variables express dependency on order of AR modeling and (not)including of UBDC proxy analyzed over the periods 1983-2005 for temperature (JRA-55, MERRA, SSU) time series or 1985-1997 and 1998-2012 for ozone (GOZCARDS, SBUV-Mer., SBUV-MOD, SWOOSH) time series. For particular temperature and ozone datasets see references in the accompanying paper.

Files

Steps to reproduce

Follow the methods described in the paper (10.5194/acp-2016-449; mainly about an MLR analysis using the UBDC index) will allow one to reproduce these files for anyone of the particular datasets outlined.

Categories

Atmospheric Science, Linear Regression, Upper Atmosphere, Climate Data

License