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Abstract Are winters getting warmer
ARTICLE IN PRESS
DTD 5
/locate/envsoft
Environmental Modelling Software -- (2004) ---–---Are winters getting warmer?
Timothy J. Vogelsanga,),1, Philip Hans Fransesb
aDepartment of Economics, Uris Hall, Cornell University, Ithaca, NY 14853-7601, USA
bEconometric Institute, Erasmus University Rotterdam, P.O. box 1738, NL-3000 DR Rotterdam, The Netherlands
Received 18 December 2003; received in revised form 4 June 2004; accepted 24 September 2004
Abstract
We examine whether any trends in monthly temperatures are the same through-out the year for various lengthy series. The data
concern the world, the northern and southern hemispheres, and about three centuries of data for the United Kingdom and the
Netherlands. For the empirical exercise, we rely on new and accurate tests which have been recently developed. These tests do not
have standard distributions, so that critical values have to be tabulated. The empirical findings include significant worldwide
temperature increases, differences across months for the northern hemisphere, and warming winters for the UK and the
Netherlands.
2004 Elsevier Ltd. All rights reserved.
Keywords: Deterministic trends; Hypothesis testing; Monthly temperatures1. Introduction
There seems to be a consensus amongst scientists and
politicians that temperatures on Earth are systematically
on the rise. Depending on the type of data, the degree of
aggregation, and the statistical method used, a general
finding is that annual temperature series going back to
the mid 1800’s display positive upward trends, see
Bloomfeld (1992), Fomby and Vogelsang (2002), Wood-
ward and Gray (1993), and Zheng and Basher (1999),
while Singer (2001) provides an alternative view based
on more recent data.
A question that is rarely addressed concerns whether
the increase in temperatures is the same across the
months. Indeed, if there is seasonal variation in
warming, or perhaps if there is cooling in some months,
one may want to re-address theoretical explanations fo
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