Analysis of the Mediterranean Precipitation Associated with the North Atlantic Oscillation (NAO) Index via Hilbert-Huang Transformation
The state of the atmosphere is governed by the classical laws of fluid motion and exhibits a great deal of correlations in various spatial and temporal scales. The correlations are crucial to understand short and long-term variability in climate. The most significant correlations are recognized as t...
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ftciteseerx:oai:CiteSeerX.psu:10.1.1.325.8010 2023-05-15T17:32:04+02:00 Analysis of the Mediterranean Precipitation Associated with the North Atlantic Oscillation (NAO) Index via Hilbert-Huang Transformation Hasan Tatli The Pennsylvania State University CiteSeerX Archives application/pdf http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.325.8010 http://balwois.com/balwois/administration/full_paper/ffp-791.pdf en eng http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.325.8010 http://balwois.com/balwois/administration/full_paper/ffp-791.pdf Metadata may be used without restrictions as long as the oai identifier remains attached to it. http://balwois.com/balwois/administration/full_paper/ffp-791.pdf Empirical mode decomposition Hilbert-Huang Intrinsic Mode Functions Mediterranean precipitation NAO index text ftciteseerx 2016-09-04T00:29:24Z The state of the atmosphere is governed by the classical laws of fluid motion and exhibits a great deal of correlations in various spatial and temporal scales. The correlations are crucial to understand short and long-term variability in climate. The most significant correlations are recognized as teleconnection patterns. One of those connections is the North Atlantic Oscillation (NAO) which is associated with anomalous weather patterns in eastern United States, Western Europe and Mediterranean. Although, there is a consensus on physically relationship between the NAO index and precipitation series, the results of statistical analysis drawbacks such strong correlation. The gap between the physical and statistically approach might be filled by integrating through the time of the NAO index and precipitation. After transforming both of the NAO index and precipitation series, each of them behaves as the output of a low-order dynamical system. In this study, Empirical Mode Decomposition (EMD) method of Huang is employed to cut up the total NAO index data into different narrow-band frequency components, and then studying each of the components with a resolution harmonized to its scale of which are called Intrinsic Mode Functions (IMFs) of the underlying physical dynamics having advantages over traditional Fourier analysis in analyzing physical situations, where the signal contains discontinuities and sharp spikes in a domain of non-linear and non-stationary space case. The EMD method is performed to extract oscillatory modes in the total NAO index in order to reduce the relationship between the each of the IMFs and large-scale precipitation comparing with the embedding method of non-linear dynamical systems approach. The results show that the total NAO index exhibits substantial organized and correlated structures with precipitation variability over the Mediterranean. Text North Atlantic North Atlantic oscillation Unknown |
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English |
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Empirical mode decomposition Hilbert-Huang Intrinsic Mode Functions Mediterranean precipitation NAO index |
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Empirical mode decomposition Hilbert-Huang Intrinsic Mode Functions Mediterranean precipitation NAO index Hasan Tatli Analysis of the Mediterranean Precipitation Associated with the North Atlantic Oscillation (NAO) Index via Hilbert-Huang Transformation |
topic_facet |
Empirical mode decomposition Hilbert-Huang Intrinsic Mode Functions Mediterranean precipitation NAO index |
description |
The state of the atmosphere is governed by the classical laws of fluid motion and exhibits a great deal of correlations in various spatial and temporal scales. The correlations are crucial to understand short and long-term variability in climate. The most significant correlations are recognized as teleconnection patterns. One of those connections is the North Atlantic Oscillation (NAO) which is associated with anomalous weather patterns in eastern United States, Western Europe and Mediterranean. Although, there is a consensus on physically relationship between the NAO index and precipitation series, the results of statistical analysis drawbacks such strong correlation. The gap between the physical and statistically approach might be filled by integrating through the time of the NAO index and precipitation. After transforming both of the NAO index and precipitation series, each of them behaves as the output of a low-order dynamical system. In this study, Empirical Mode Decomposition (EMD) method of Huang is employed to cut up the total NAO index data into different narrow-band frequency components, and then studying each of the components with a resolution harmonized to its scale of which are called Intrinsic Mode Functions (IMFs) of the underlying physical dynamics having advantages over traditional Fourier analysis in analyzing physical situations, where the signal contains discontinuities and sharp spikes in a domain of non-linear and non-stationary space case. The EMD method is performed to extract oscillatory modes in the total NAO index in order to reduce the relationship between the each of the IMFs and large-scale precipitation comparing with the embedding method of non-linear dynamical systems approach. The results show that the total NAO index exhibits substantial organized and correlated structures with precipitation variability over the Mediterranean. |
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The Pennsylvania State University CiteSeerX Archives |
format |
Text |
author |
Hasan Tatli |
author_facet |
Hasan Tatli |
author_sort |
Hasan Tatli |
title |
Analysis of the Mediterranean Precipitation Associated with the North Atlantic Oscillation (NAO) Index via Hilbert-Huang Transformation |
title_short |
Analysis of the Mediterranean Precipitation Associated with the North Atlantic Oscillation (NAO) Index via Hilbert-Huang Transformation |
title_full |
Analysis of the Mediterranean Precipitation Associated with the North Atlantic Oscillation (NAO) Index via Hilbert-Huang Transformation |
title_fullStr |
Analysis of the Mediterranean Precipitation Associated with the North Atlantic Oscillation (NAO) Index via Hilbert-Huang Transformation |
title_full_unstemmed |
Analysis of the Mediterranean Precipitation Associated with the North Atlantic Oscillation (NAO) Index via Hilbert-Huang Transformation |
title_sort |
analysis of the mediterranean precipitation associated with the north atlantic oscillation (nao) index via hilbert-huang transformation |
url |
http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.325.8010 http://balwois.com/balwois/administration/full_paper/ffp-791.pdf |
genre |
North Atlantic North Atlantic oscillation |
genre_facet |
North Atlantic North Atlantic oscillation |
op_source |
http://balwois.com/balwois/administration/full_paper/ffp-791.pdf |
op_relation |
http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.325.8010 http://balwois.com/balwois/administration/full_paper/ffp-791.pdf |
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Metadata may be used without restrictions as long as the oai identifier remains attached to it. |
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1766129996358746112 |