Characterization of the Interannual Variability of Precipitation and Streamflow in Tensift and Ksob Basins (Morocco) and Links with the NAO

International audience The aim of this study is to understand the inter-annual hydrological variability (precipitation and streamflow) in the basins of the High Atlas in Morocco and to determine how climate fluctuations (represented by the North Atlantic Oscillation (NAO) climate index) are expresse...

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Published in:Atmosphere
Main Authors: Zamrane, Zineb, Turki, Imen, Laignel, Benoît, B., Mahe, Gil, Laftouhi, Nour-Eddine
Other Authors: Hydrosciences Montpellier (HSM), Institut de Recherche pour le Développement (IRD)-Institut national des sciences de l'Univers (INSU - CNRS)-Université de Montpellier (UM)-Centre National de la Recherche Scientifique (CNRS), 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), Faculté des Sciences Semlalia Marrakech, Université Cadi Ayyad Marrakech (UCA)
Format: Article in Journal/Newspaper
Language:English
Published: HAL CCSD 2016
Subjects:
NAO
Online Access:https://hal.science/hal-01551134
https://hal.science/hal-01551134/document
https://hal.science/hal-01551134/file/atmosphere-07-00084.pdf
https://doi.org/10.3390/atmos7060084
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spelling ftnormandieuniv:oai:HAL:hal-01551134v1 2024-04-14T08:15:57+00:00 Characterization of the Interannual Variability of Precipitation and Streamflow in Tensift and Ksob Basins (Morocco) and Links with the NAO Zamrane, Zineb Turki, Imen Laignel, Benoît, B. Mahe, Gil Laftouhi, Nour-Eddine Hydrosciences Montpellier (HSM) Institut de Recherche pour le Développement (IRD)-Institut national des sciences de l'Univers (INSU - CNRS)-Université de Montpellier (UM)-Centre National de la Recherche Scientifique (CNRS) 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) Faculté des Sciences Semlalia Marrakech Université Cadi Ayyad Marrakech (UCA) 2016 https://hal.science/hal-01551134 https://hal.science/hal-01551134/document https://hal.science/hal-01551134/file/atmosphere-07-00084.pdf https://doi.org/10.3390/atmos7060084 en eng HAL CCSD MDPI info:eu-repo/semantics/altIdentifier/doi/10.3390/atmos7060084 hal-01551134 https://hal.science/hal-01551134 https://hal.science/hal-01551134/document https://hal.science/hal-01551134/file/atmosphere-07-00084.pdf doi:10.3390/atmos7060084 http://creativecommons.org/licenses/by-nd/ info:eu-repo/semantics/OpenAccess ISSN: 2073-4433 EISSN: 2073-4433 Atmosphere https://hal.science/hal-01551134 Atmosphere, 2016, 7 (6), ⟨10.3390/atmos7060084⟩ precipitation Tensift basin wavelet analysis coherence analysis Morocco hydrological variability Ksob basin NAO [SDE.MCG]Environmental Sciences/Global Changes [SDU.STU.CL]Sciences of the Universe [physics]/Earth Sciences/Climatology info:eu-repo/semantics/article Journal articles 2016 ftnormandieuniv https://doi.org/10.3390/atmos7060084 2024-03-21T16:47:51Z International audience The aim of this study is to understand the inter-annual hydrological variability (precipitation and streamflow) in the basins of the High Atlas in Morocco and to determine how climate fluctuations (represented by the North Atlantic Oscillation (NAO) climate index) are expressed in the hydrological system. To reach this objective, time series of precipitation and streamflow are processed as standardized anomalies and studied by continuous wavelet analysis and wavelet coherence analysis, which are particularly suitable for the study of unsteady processes. Wet and dry periods vary from one basin to another between three and five years. The wavelet analysis shows the existence of many bands of energy in most of the sub-basins, from annual to inter-annual scales regarding the precipitation and streamflow time series. These bands correspond to intervals of one year, 2-4 years, 4-8 years and 8-12 years. The wavelet coherence analysis shows a strong coherence between NAO/streamflow and precipitation/NAO identified at the inter-annual scale. Non-stationarity can be observed in the late 1980s, 1990s and 2000s. The contribution of the NAO is different from one basin to another ranging between 67% and 77%. Article in Journal/Newspaper North Atlantic North Atlantic oscillation Normandie Université: HAL Atmosphere 7 6 84
institution Open Polar
collection Normandie Université: HAL
op_collection_id ftnormandieuniv
language English
topic precipitation
Tensift basin
wavelet analysis
coherence analysis
Morocco
hydrological variability
Ksob basin
NAO
[SDE.MCG]Environmental Sciences/Global Changes
[SDU.STU.CL]Sciences of the Universe [physics]/Earth Sciences/Climatology
spellingShingle precipitation
Tensift basin
wavelet analysis
coherence analysis
Morocco
hydrological variability
Ksob basin
NAO
[SDE.MCG]Environmental Sciences/Global Changes
[SDU.STU.CL]Sciences of the Universe [physics]/Earth Sciences/Climatology
Zamrane, Zineb
Turki, Imen
Laignel, Benoît, B.
Mahe, Gil
Laftouhi, Nour-Eddine
Characterization of the Interannual Variability of Precipitation and Streamflow in Tensift and Ksob Basins (Morocco) and Links with the NAO
topic_facet precipitation
Tensift basin
wavelet analysis
coherence analysis
Morocco
hydrological variability
Ksob basin
NAO
[SDE.MCG]Environmental Sciences/Global Changes
[SDU.STU.CL]Sciences of the Universe [physics]/Earth Sciences/Climatology
description International audience The aim of this study is to understand the inter-annual hydrological variability (precipitation and streamflow) in the basins of the High Atlas in Morocco and to determine how climate fluctuations (represented by the North Atlantic Oscillation (NAO) climate index) are expressed in the hydrological system. To reach this objective, time series of precipitation and streamflow are processed as standardized anomalies and studied by continuous wavelet analysis and wavelet coherence analysis, which are particularly suitable for the study of unsteady processes. Wet and dry periods vary from one basin to another between three and five years. The wavelet analysis shows the existence of many bands of energy in most of the sub-basins, from annual to inter-annual scales regarding the precipitation and streamflow time series. These bands correspond to intervals of one year, 2-4 years, 4-8 years and 8-12 years. The wavelet coherence analysis shows a strong coherence between NAO/streamflow and precipitation/NAO identified at the inter-annual scale. Non-stationarity can be observed in the late 1980s, 1990s and 2000s. The contribution of the NAO is different from one basin to another ranging between 67% and 77%.
author2 Hydrosciences Montpellier (HSM)
Institut de Recherche pour le Développement (IRD)-Institut national des sciences de l'Univers (INSU - CNRS)-Université de Montpellier (UM)-Centre National de la Recherche Scientifique (CNRS)
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)
Faculté des Sciences Semlalia Marrakech
Université Cadi Ayyad Marrakech (UCA)
format Article in Journal/Newspaper
author Zamrane, Zineb
Turki, Imen
Laignel, Benoît, B.
Mahe, Gil
Laftouhi, Nour-Eddine
author_facet Zamrane, Zineb
Turki, Imen
Laignel, Benoît, B.
Mahe, Gil
Laftouhi, Nour-Eddine
author_sort Zamrane, Zineb
title Characterization of the Interannual Variability of Precipitation and Streamflow in Tensift and Ksob Basins (Morocco) and Links with the NAO
title_short Characterization of the Interannual Variability of Precipitation and Streamflow in Tensift and Ksob Basins (Morocco) and Links with the NAO
title_full Characterization of the Interannual Variability of Precipitation and Streamflow in Tensift and Ksob Basins (Morocco) and Links with the NAO
title_fullStr Characterization of the Interannual Variability of Precipitation and Streamflow in Tensift and Ksob Basins (Morocco) and Links with the NAO
title_full_unstemmed Characterization of the Interannual Variability of Precipitation and Streamflow in Tensift and Ksob Basins (Morocco) and Links with the NAO
title_sort characterization of the interannual variability of precipitation and streamflow in tensift and ksob basins (morocco) and links with the nao
publisher HAL CCSD
publishDate 2016
url https://hal.science/hal-01551134
https://hal.science/hal-01551134/document
https://hal.science/hal-01551134/file/atmosphere-07-00084.pdf
https://doi.org/10.3390/atmos7060084
genre North Atlantic
North Atlantic oscillation
genre_facet North Atlantic
North Atlantic oscillation
op_source ISSN: 2073-4433
EISSN: 2073-4433
Atmosphere
https://hal.science/hal-01551134
Atmosphere, 2016, 7 (6), ⟨10.3390/atmos7060084⟩
op_relation info:eu-repo/semantics/altIdentifier/doi/10.3390/atmos7060084
hal-01551134
https://hal.science/hal-01551134
https://hal.science/hal-01551134/document
https://hal.science/hal-01551134/file/atmosphere-07-00084.pdf
doi:10.3390/atmos7060084
op_rights http://creativecommons.org/licenses/by-nd/
info:eu-repo/semantics/OpenAccess
op_doi https://doi.org/10.3390/atmos7060084
container_title Atmosphere
container_volume 7
container_issue 6
container_start_page 84
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