Modelling space-time varying ENSO teleconnections to droughts in North America

Inkyung Choi, Bo Li, Hao Zhang, Yun Li

Research output: Contribution to journalArticle

Abstract

Teleconnection in atmospheric science refers to a significant correlation between climate anomalies in widely separated regions (typically thousands of kilometres), and it is often considered to be responsible for extreme weather conditions occurring simultaneously over large distances. In this paper, we study the influence of El Niño-Southern Oscillation teleconnection on meteorological droughts represented by the Palmer severity drought index across North America from 1870 to 1990. We develop a flexible statistical framework based on spatial random effects to model the covariance (teleconnection) between winter (October-March) sea surface temperature in the tropical Pacific and summer (June-August) droughts in North America. Our model allows us to analyse the dynamic pattern of teleconnection over space and time, and results indicate that the influence of El Niño-Southern Oscillation teleconnections on droughts varies spatially and temporally across North America. We further provide the time-varying teleconnection estimates with their uncertainties for 12 subregions in North America.

Original languageEnglish (US)
Pages (from-to)140-156
Number of pages17
JournalStat
Volume4
Issue number1
DOIs
StatePublished - May 15 2015

Fingerprint

Drought
Space-time
Modeling
Oscillation
Sea Surface Temperature
Random Effects
Climate
Weather
Anomaly
Time-varying
Extremes
Vary
Uncertainty
Model
Estimate
Influence

Keywords

  • Drought
  • Sea surface temperature
  • Space-time varying
  • Spatial random effects
  • Teleconnection

ASJC Scopus subject areas

  • Statistics and Probability
  • Statistics, Probability and Uncertainty

Cite this

Modelling space-time varying ENSO teleconnections to droughts in North America. / Choi, Inkyung; Li, Bo; Zhang, Hao; Li, Yun.

In: Stat, Vol. 4, No. 1, 15.05.2015, p. 140-156.

Research output: Contribution to journalArticle

Choi, Inkyung ; Li, Bo ; Zhang, Hao ; Li, Yun. / Modelling space-time varying ENSO teleconnections to droughts in North America. In: Stat. 2015 ; Vol. 4, No. 1. pp. 140-156.
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