Multi‐Decadal Skill Variability in Predicting the Spatial Patterns of ENSO Events
Seasonal hindcasts have previously been demonstrated to show multi‐decadal variability in skill across the twentieth century in indices describing El‐Niño Southern Oscillation (ENSO), which drives global seasonal predictability. Here, we analyze the skill of predicting ENSO events' magnitude an...
| Main Authors: | , , |
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| Format: | Journal article |
| Language: | English |
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Wiley Open Access
2024
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| _version_ | 1811139769228328960 |
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| author | Wright, MJ Weisheimer, A Woollings, T |
| author_facet | Wright, MJ Weisheimer, A Woollings, T |
| author_sort | Wright, MJ |
| collection | OXFORD |
| description | Seasonal hindcasts have previously been demonstrated to show multi‐decadal variability in skill across the twentieth century in indices describing El‐Niño Southern Oscillation (ENSO), which drives global seasonal predictability. Here, we analyze the skill of predicting ENSO events' magnitude and spatial pattern, in the CSF‐20C coupled seasonal hindcasts in 1901–2010. We find minima in the skill of predicting the first (in 1930–1950) and second (in 1940–1960) principal components of sea‐surface temperature (SST) in the tropical Pacific. This minimum is also present in the spatial correlation of SSTs, in 1930–1960. The skill reduction is explained by lower ENSO magnitude and variance in 1930–1960, as well as decreased SST persistence. The SST skill minima project onto surface winds, leading to worse predictions in coupled hindcasts compared to hindcasts using prescribed SSTs. Questions remain about the offset between the first and second principal components' skill minima, and how the skill minima impact the extra‐tropics. |
| first_indexed | 2024-09-25T04:11:21Z |
| format | Journal article |
| id | oxford-uuid:ed10c584-35c2-494e-a2f0-71c77a2381b7 |
| institution | University of Oxford |
| language | English |
| last_indexed | 2024-09-25T04:11:21Z |
| publishDate | 2024 |
| publisher | Wiley Open Access |
| record_format | dspace |
| spelling | oxford-uuid:ed10c584-35c2-494e-a2f0-71c77a2381b72024-06-14T20:05:27ZMulti‐Decadal Skill Variability in Predicting the Spatial Patterns of ENSO EventsJournal articlehttp://purl.org/coar/resource_type/c_dcae04bcuuid:ed10c584-35c2-494e-a2f0-71c77a2381b7EnglishJisc Publications RouterWiley Open Access2024Wright, MJWeisheimer, AWoollings, TSeasonal hindcasts have previously been demonstrated to show multi‐decadal variability in skill across the twentieth century in indices describing El‐Niño Southern Oscillation (ENSO), which drives global seasonal predictability. Here, we analyze the skill of predicting ENSO events' magnitude and spatial pattern, in the CSF‐20C coupled seasonal hindcasts in 1901–2010. We find minima in the skill of predicting the first (in 1930–1950) and second (in 1940–1960) principal components of sea‐surface temperature (SST) in the tropical Pacific. This minimum is also present in the spatial correlation of SSTs, in 1930–1960. The skill reduction is explained by lower ENSO magnitude and variance in 1930–1960, as well as decreased SST persistence. The SST skill minima project onto surface winds, leading to worse predictions in coupled hindcasts compared to hindcasts using prescribed SSTs. Questions remain about the offset between the first and second principal components' skill minima, and how the skill minima impact the extra‐tropics. |
| spellingShingle | Wright, MJ Weisheimer, A Woollings, T Multi‐Decadal Skill Variability in Predicting the Spatial Patterns of ENSO Events |
| title | Multi‐Decadal Skill Variability in Predicting the Spatial Patterns of ENSO Events |
| title_full | Multi‐Decadal Skill Variability in Predicting the Spatial Patterns of ENSO Events |
| title_fullStr | Multi‐Decadal Skill Variability in Predicting the Spatial Patterns of ENSO Events |
| title_full_unstemmed | Multi‐Decadal Skill Variability in Predicting the Spatial Patterns of ENSO Events |
| title_short | Multi‐Decadal Skill Variability in Predicting the Spatial Patterns of ENSO Events |
| title_sort | multi decadal skill variability in predicting the spatial patterns of enso events |
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