Pacific SST influence on spring precipitation in Addis Ababa, Ethiopia. (24th June 2013)
- Record Type:
- Journal Article
- Title:
- Pacific SST influence on spring precipitation in Addis Ababa, Ethiopia. (24th June 2013)
- Main Title:
- Pacific SST influence on spring precipitation in Addis Ababa, Ethiopia
- Authors:
- Eden, Jonathan M.
Widmann, Martin
Evans, Gavin R. - Abstract:
- <abstract abstract-type="main" id="joc3759-abs-0001"> <title>ABSTRACT</title> <p id="joc3759-para-0001">Recent periods of drought in Ethiopia and other parts of East Africa have highlighted the growing importance of producing reliable forecasts of seasonal precipitation. Key in deriving such forecasts is a good understanding of the atmospheric and oceanic drivers of different precipitation regimes. In Ethiopia and other parts of East Africa, interannual variability of precipitation depends on variations in sea surface temperature (SST) and atmospheric circulation on both regional and global scales. Links between summer precipitation in Ethiopia and large‐scale modes of climate variability such as El Niño Southern Oscillation (ENSO) have previously been established but the influence of global SST on spring precipitation has not yet been fully explored. Here, we analyse the links between Pacific SST and precipitation in Addis Ababa, Ethiopia for a century‐long period (1900–2004). A tripole correlation pattern between spring precipitation and SST in the Pacific basin is found. We develop regression‐based models to estimate spring precipitation from Pacific SST with a lead time of two to three months. When subject to cross‐validation, models based on principal component multiple linear regression (PC‐MLR) calibrated on Pacific SST during December show substantial skill in reproducing observed temporal variability in Addis Ababa precipitation during February<abstract abstract-type="main" id="joc3759-abs-0001"> <title>ABSTRACT</title> <p id="joc3759-para-0001">Recent periods of drought in Ethiopia and other parts of East Africa have highlighted the growing importance of producing reliable forecasts of seasonal precipitation. Key in deriving such forecasts is a good understanding of the atmospheric and oceanic drivers of different precipitation regimes. In Ethiopia and other parts of East Africa, interannual variability of precipitation depends on variations in sea surface temperature (SST) and atmospheric circulation on both regional and global scales. Links between summer precipitation in Ethiopia and large‐scale modes of climate variability such as El Niño Southern Oscillation (ENSO) have previously been established but the influence of global SST on spring precipitation has not yet been fully explored. Here, we analyse the links between Pacific SST and precipitation in Addis Ababa, Ethiopia for a century‐long period (1900–2004). A tripole correlation pattern between spring precipitation and SST in the Pacific basin is found. We develop regression‐based models to estimate spring precipitation from Pacific SST with a lead time of two to three months. When subject to cross‐validation, models based on principal component multiple linear regression (PC‐MLR) calibrated on Pacific SST during December show substantial skill in reproducing observed temporal variability in Addis Ababa precipitation during February (<italic>r</italic> = 0.48) and March (<italic>r</italic> = 0.40), and the period spanning February to April (<italic>r</italic> = 0.44). Our findings suggest that the inclusion of Pacific SST in predictive models may benefit drought forecasting across Ethiopia.</p> </abstract> … (more)
- Is Part Of:
- International journal of climatology. Volume 34:Number 4(2014)
- Journal:
- International journal of climatology
- Issue:
- Volume 34:Number 4(2014)
- Issue Display:
- Volume 34, Issue 4 (2014)
- Year:
- 2014
- Volume:
- 34
- Issue:
- 4
- Issue Sort Value:
- 2014-0034-0004-0000
- Page Start:
- 1223
- Page End:
- 1235
- Publication Date:
- 2013-06-24
- Subjects:
- Climatology -- Periodicals
Climat -- Périodiques
Climatologie -- Périodiques
551.605 - Journal URLs:
- http://onlinelibrary.wiley.com/ ↗
- DOI:
- 10.1002/joc.3759 ↗
- Languages:
- English
- ISSNs:
- 0899-8418
- Deposit Type:
- Legaldeposit
- View Content:
- Available online (eLD content is only available in our Reading Rooms) ↗
- Physical Locations:
- British Library DSC - 4542.168000
British Library DSC - BLDSS-3PM
British Library STI - ELD Digital store - Ingest File:
- 3448.xml