Assessing the expression of large-scale climatic fluctuations in the hydrological variability of daily Seine river flow (France) between 1950 and 2008 using Hilbert–Huang Transform

International audience Daily Seine river flow variability from 1950 to 2008 was analyzed and compared to the winter-months North-Atlantic Oscillation (NAO) using Hilbert–Huang Transform (HHT). For the last 10 years, HHT has proven its efficiency for the analysis of transient oscillatory signals. HHT...

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Published in:Journal of Hydrology
Main Authors: Massei, Nicolas, Fournier, Matthieu
Other Authors: Morphodynamique Continentale et Côtière (M2C), Université de Caen Normandie (UNICAEN), Normandie Université (NU)-Normandie Université (NU)-Institut national des sciences de l'Univers (INSU - CNRS)-Université de Rouen Normandie (UNIROUEN), Normandie Université (NU)-Centre National de la Recherche Scientifique (CNRS), Université de Rouen Normandie (UNIROUEN), Normandie Université (NU)
Format: Article in Journal/Newspaper
Language:English
Published: HAL CCSD 2012
Subjects:
Online Access:https://hal.science/hal-02327398
https://hal.science/hal-02327398/document
https://hal.science/hal-02327398/file/Massei2012.pdf
https://doi.org/10.1016/j.jhydrol.2012.04.052
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spelling ftnormandieuniv:oai:HAL:hal-02327398v1 2024-04-14T08:15:34+00:00 Assessing the expression of large-scale climatic fluctuations in the hydrological variability of daily Seine river flow (France) between 1950 and 2008 using Hilbert–Huang Transform Massei, Nicolas Fournier, Matthieu Morphodynamique Continentale et Côtière (M2C) Université de Caen Normandie (UNICAEN) Normandie Université (NU)-Normandie Université (NU)-Institut national des sciences de l'Univers (INSU - CNRS)-Université de Rouen Normandie (UNIROUEN) Normandie Université (NU)-Centre National de la Recherche Scientifique (CNRS) Université de Rouen Normandie (UNIROUEN) Normandie Université (NU) 2012-07 https://hal.science/hal-02327398 https://hal.science/hal-02327398/document https://hal.science/hal-02327398/file/Massei2012.pdf https://doi.org/10.1016/j.jhydrol.2012.04.052 en eng HAL CCSD Elsevier info:eu-repo/semantics/altIdentifier/doi/10.1016/j.jhydrol.2012.04.052 hal-02327398 https://hal.science/hal-02327398 https://hal.science/hal-02327398/document https://hal.science/hal-02327398/file/Massei2012.pdf doi:10.1016/j.jhydrol.2012.04.052 info:eu-repo/semantics/OpenAccess ISSN: 0022-1694 Journal of Hydrology https://hal.science/hal-02327398 Journal of Hydrology, 2012, 448-449, pp.119-128. ⟨10.1016/j.jhydrol.2012.04.052⟩ Ensemble Empirical Mode Decomposition Hilbert–Huang Transform Seine river flow North-Atlantic Oscillation Hydrological variability Climate fluctuations [SDE.MCG]Environmental Sciences/Global Changes [SDE.BE]Environmental Sciences/Biodiversity and Ecology [SDE.ES]Environmental Sciences/Environment and Society [STAT.AP]Statistics [stat]/Applications [stat.AP] info:eu-repo/semantics/article Journal articles 2012 ftnormandieuniv https://doi.org/10.1016/j.jhydrol.2012.04.052 2024-03-21T16:26:03Z International audience Daily Seine river flow variability from 1950 to 2008 was analyzed and compared to the winter-months North-Atlantic Oscillation (NAO) using Hilbert–Huang Transform (HHT). For the last 10 years, HHT has proven its efficiency for the analysis of transient oscillatory signals. HHT provides an interesting alternative to other techniques for time-frequency or time scale analysis of non-stationary signals. In this study we aimed at delineating the different components characterizing daily flow of the Seine river, on the short-term, intra-seasonal, annual and interannual time scales and eventually interpret them in the context of regional North-Atlantic climate regime fluctuations. HHT results highlighted the existence of similar scales of variability beard by internal components of each NAO or river flow signal at interannual scales. Hypotheses on a possible link between the Madden–Julian Oscillation pattern and intra-seasonal variability of river flow could be also proposed, which would highlight linkages between river flow variability and global climate oscillations. Finally, all oscillating components were found to increase in amplitude in both climatic and hydrological signals in the end of the 1950–2008 period of study, with a first step in the late 1960s–early 1970s and a second step in the early 1990s, which demonstrated the capabilities of HHT to handle non-stationarity of natural processes and to help interpreting hydrological variability in a context of climate changes. Article in Journal/Newspaper North Atlantic North Atlantic oscillation Normandie Université: HAL Journal of Hydrology 448-449 119 128
institution Open Polar
collection Normandie Université: HAL
op_collection_id ftnormandieuniv
language English
topic Ensemble Empirical Mode Decomposition
Hilbert–Huang Transform
Seine river flow
North-Atlantic Oscillation
Hydrological variability
Climate fluctuations
[SDE.MCG]Environmental Sciences/Global Changes
[SDE.BE]Environmental Sciences/Biodiversity and Ecology
[SDE.ES]Environmental Sciences/Environment and Society
[STAT.AP]Statistics [stat]/Applications [stat.AP]
spellingShingle Ensemble Empirical Mode Decomposition
Hilbert–Huang Transform
Seine river flow
North-Atlantic Oscillation
Hydrological variability
Climate fluctuations
[SDE.MCG]Environmental Sciences/Global Changes
[SDE.BE]Environmental Sciences/Biodiversity and Ecology
[SDE.ES]Environmental Sciences/Environment and Society
[STAT.AP]Statistics [stat]/Applications [stat.AP]
Massei, Nicolas
Fournier, Matthieu
Assessing the expression of large-scale climatic fluctuations in the hydrological variability of daily Seine river flow (France) between 1950 and 2008 using Hilbert–Huang Transform
topic_facet Ensemble Empirical Mode Decomposition
Hilbert–Huang Transform
Seine river flow
North-Atlantic Oscillation
Hydrological variability
Climate fluctuations
[SDE.MCG]Environmental Sciences/Global Changes
[SDE.BE]Environmental Sciences/Biodiversity and Ecology
[SDE.ES]Environmental Sciences/Environment and Society
[STAT.AP]Statistics [stat]/Applications [stat.AP]
description International audience Daily Seine river flow variability from 1950 to 2008 was analyzed and compared to the winter-months North-Atlantic Oscillation (NAO) using Hilbert–Huang Transform (HHT). For the last 10 years, HHT has proven its efficiency for the analysis of transient oscillatory signals. HHT provides an interesting alternative to other techniques for time-frequency or time scale analysis of non-stationary signals. In this study we aimed at delineating the different components characterizing daily flow of the Seine river, on the short-term, intra-seasonal, annual and interannual time scales and eventually interpret them in the context of regional North-Atlantic climate regime fluctuations. HHT results highlighted the existence of similar scales of variability beard by internal components of each NAO or river flow signal at interannual scales. Hypotheses on a possible link between the Madden–Julian Oscillation pattern and intra-seasonal variability of river flow could be also proposed, which would highlight linkages between river flow variability and global climate oscillations. Finally, all oscillating components were found to increase in amplitude in both climatic and hydrological signals in the end of the 1950–2008 period of study, with a first step in the late 1960s–early 1970s and a second step in the early 1990s, which demonstrated the capabilities of HHT to handle non-stationarity of natural processes and to help interpreting hydrological variability in a context of climate changes.
author2 Morphodynamique Continentale et Côtière (M2C)
Université de Caen Normandie (UNICAEN)
Normandie Université (NU)-Normandie Université (NU)-Institut national des sciences de l'Univers (INSU - CNRS)-Université de Rouen Normandie (UNIROUEN)
Normandie Université (NU)-Centre National de la Recherche Scientifique (CNRS)
Université de Rouen Normandie (UNIROUEN)
Normandie Université (NU)
format Article in Journal/Newspaper
author Massei, Nicolas
Fournier, Matthieu
author_facet Massei, Nicolas
Fournier, Matthieu
author_sort Massei, Nicolas
title Assessing the expression of large-scale climatic fluctuations in the hydrological variability of daily Seine river flow (France) between 1950 and 2008 using Hilbert–Huang Transform
title_short Assessing the expression of large-scale climatic fluctuations in the hydrological variability of daily Seine river flow (France) between 1950 and 2008 using Hilbert–Huang Transform
title_full Assessing the expression of large-scale climatic fluctuations in the hydrological variability of daily Seine river flow (France) between 1950 and 2008 using Hilbert–Huang Transform
title_fullStr Assessing the expression of large-scale climatic fluctuations in the hydrological variability of daily Seine river flow (France) between 1950 and 2008 using Hilbert–Huang Transform
title_full_unstemmed Assessing the expression of large-scale climatic fluctuations in the hydrological variability of daily Seine river flow (France) between 1950 and 2008 using Hilbert–Huang Transform
title_sort assessing the expression of large-scale climatic fluctuations in the hydrological variability of daily seine river flow (france) between 1950 and 2008 using hilbert–huang transform
publisher HAL CCSD
publishDate 2012
url https://hal.science/hal-02327398
https://hal.science/hal-02327398/document
https://hal.science/hal-02327398/file/Massei2012.pdf
https://doi.org/10.1016/j.jhydrol.2012.04.052
genre North Atlantic
North Atlantic oscillation
genre_facet North Atlantic
North Atlantic oscillation
op_source ISSN: 0022-1694
Journal of Hydrology
https://hal.science/hal-02327398
Journal of Hydrology, 2012, 448-449, pp.119-128. ⟨10.1016/j.jhydrol.2012.04.052⟩
op_relation info:eu-repo/semantics/altIdentifier/doi/10.1016/j.jhydrol.2012.04.052
hal-02327398
https://hal.science/hal-02327398
https://hal.science/hal-02327398/document
https://hal.science/hal-02327398/file/Massei2012.pdf
doi:10.1016/j.jhydrol.2012.04.052
op_rights info:eu-repo/semantics/OpenAccess
op_doi https://doi.org/10.1016/j.jhydrol.2012.04.052
container_title Journal of Hydrology
container_volume 448-449
container_start_page 119
op_container_end_page 128
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