Forced and unforced variability of twentieth century North American droughts and pluvials
Research on the forcing of drought and pluvial events over North America is dominated by general circulation model experiments that often have operational limitations (e.g., computational expense, ability to simulate relevant processes, etc). We use a statistically based modeling approach to investi...
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ftcolumbiauniv:oai:academiccommons.columbia.edu:10.7916/D87H1V20 2024-09-15T18:24:10+00:00 Forced and unforced variability of twentieth century North American droughts and pluvials Cook, Benjamin I. Cook, Edward R. Anchukaitis, Kevin Seager, Richard Miller, Ronald L. 2010 https://doi.org/10.7916/D87H1V20 English eng https://doi.org/10.7916/D87H1V20 Climatology Hydrologic cycle Droughts Pluvial periods Climatic changes Articles 2010 ftcolumbiauniv https://doi.org/10.7916/D87H1V20 2024-08-23T04:10:25Z Research on the forcing of drought and pluvial events over North America is dominated by general circulation model experiments that often have operational limitations (e.g., computational expense, ability to simulate relevant processes, etc). We use a statistically based modeling approach to investigate sea surface temperature (SST) forcing of the twentieth century pluvial (1905-1917) and drought (1932-1939, 1948-1957, 1998-2002) events. A principal component (PC) analysis of Palmer Drought Severity Index (PDSI) from the North American Drought Atlas separates the drought variability into five leading modes accounting for 62% of the underlying variance. Over the full period spanning these events (1900-2005), the first three PCs significantly correlate with SSTs in the equatorial Pacific (PC 1), North Pacific (PC 2), and North Atlantic (PC 3), with spatial patterns (as defined by the empirical orthogonal functions) consistent with our understanding of North American drought responses to SST forcing. We use a large ensemble statistical modeling approach to determine how successfully we can reproduce these drought/pluvial events using these three modes of variability. Using Pacific forcing only (PCs 1-2), we are able to reproduce the 1948-1957 drought and 1905-1917 pluvial above a 95% random noise threshold in over 90% of the ensemble members; the addition of Atlantic forcing (PCs 1-2-3) provides only marginal improvement. For the 1998-2002 drought, Pacific forcing reproduces the drought above noise in over 65% of the ensemble members, with the addition of Atlantic forcing increasing the number passing to over 80%. The severity of the drought, however, is underestimated in the ensemble median, suggesting this drought intensity can only be achieved through internal variability or other processes. Pacific only forcing does a poor job of reproducing the 1932-1939 drought pattern in the ensemble median, and less than one third of ensemble members exceed the noise threshold (28%). Inclusion of Atlantic forcing improves ... Article in Journal/Newspaper North Atlantic Columbia University: Academic Commons |
institution |
Open Polar |
collection |
Columbia University: Academic Commons |
op_collection_id |
ftcolumbiauniv |
language |
English |
topic |
Climatology Hydrologic cycle Droughts Pluvial periods Climatic changes |
spellingShingle |
Climatology Hydrologic cycle Droughts Pluvial periods Climatic changes Cook, Benjamin I. Cook, Edward R. Anchukaitis, Kevin Seager, Richard Miller, Ronald L. Forced and unforced variability of twentieth century North American droughts and pluvials |
topic_facet |
Climatology Hydrologic cycle Droughts Pluvial periods Climatic changes |
description |
Research on the forcing of drought and pluvial events over North America is dominated by general circulation model experiments that often have operational limitations (e.g., computational expense, ability to simulate relevant processes, etc). We use a statistically based modeling approach to investigate sea surface temperature (SST) forcing of the twentieth century pluvial (1905-1917) and drought (1932-1939, 1948-1957, 1998-2002) events. A principal component (PC) analysis of Palmer Drought Severity Index (PDSI) from the North American Drought Atlas separates the drought variability into five leading modes accounting for 62% of the underlying variance. Over the full period spanning these events (1900-2005), the first three PCs significantly correlate with SSTs in the equatorial Pacific (PC 1), North Pacific (PC 2), and North Atlantic (PC 3), with spatial patterns (as defined by the empirical orthogonal functions) consistent with our understanding of North American drought responses to SST forcing. We use a large ensemble statistical modeling approach to determine how successfully we can reproduce these drought/pluvial events using these three modes of variability. Using Pacific forcing only (PCs 1-2), we are able to reproduce the 1948-1957 drought and 1905-1917 pluvial above a 95% random noise threshold in over 90% of the ensemble members; the addition of Atlantic forcing (PCs 1-2-3) provides only marginal improvement. For the 1998-2002 drought, Pacific forcing reproduces the drought above noise in over 65% of the ensemble members, with the addition of Atlantic forcing increasing the number passing to over 80%. The severity of the drought, however, is underestimated in the ensemble median, suggesting this drought intensity can only be achieved through internal variability or other processes. Pacific only forcing does a poor job of reproducing the 1932-1939 drought pattern in the ensemble median, and less than one third of ensemble members exceed the noise threshold (28%). Inclusion of Atlantic forcing improves ... |
format |
Article in Journal/Newspaper |
author |
Cook, Benjamin I. Cook, Edward R. Anchukaitis, Kevin Seager, Richard Miller, Ronald L. |
author_facet |
Cook, Benjamin I. Cook, Edward R. Anchukaitis, Kevin Seager, Richard Miller, Ronald L. |
author_sort |
Cook, Benjamin I. |
title |
Forced and unforced variability of twentieth century North American droughts and pluvials |
title_short |
Forced and unforced variability of twentieth century North American droughts and pluvials |
title_full |
Forced and unforced variability of twentieth century North American droughts and pluvials |
title_fullStr |
Forced and unforced variability of twentieth century North American droughts and pluvials |
title_full_unstemmed |
Forced and unforced variability of twentieth century North American droughts and pluvials |
title_sort |
forced and unforced variability of twentieth century north american droughts and pluvials |
publishDate |
2010 |
url |
https://doi.org/10.7916/D87H1V20 |
genre |
North Atlantic |
genre_facet |
North Atlantic |
op_relation |
https://doi.org/10.7916/D87H1V20 |
op_doi |
https://doi.org/10.7916/D87H1V20 |
_version_ |
1810464484058202112 |