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

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 s...

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Published in:Atmosphere
Main Authors: Zineb Zamrane, Imen Turki, Benoit Laignel, Gil Mahé, Nour-Eddine Laftouhi
Format: Text
Language:English
Published: Multidisciplinary Digital Publishing Institute 2016
Subjects:
NAO
Online Access:https://doi.org/10.3390/atmos7060084
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spelling ftmdpi:oai:mdpi.com:/2073-4433/7/6/84/ 2023-08-20T04:08:24+02:00 Characterization of the Interannual Variability of Precipitation and Streamflow in Tensift and Ksob Basins (Morocco) and Links with the NAO Zineb Zamrane Imen Turki Benoit Laignel Gil Mahé Nour-Eddine Laftouhi agris 2016-06-17 application/pdf https://doi.org/10.3390/atmos7060084 EN eng Multidisciplinary Digital Publishing Institute https://dx.doi.org/10.3390/atmos7060084 https://creativecommons.org/licenses/by/4.0/ Atmosphere; Volume 7; Issue 6; Pages: 84 hydrological variability precipitation NAO wavelet analysis coherence analysis Morocco Tensift basin Ksob basin Text 2016 ftmdpi https://doi.org/10.3390/atmos7060084 2023-07-31T20:54:18Z 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%. Text North Atlantic North Atlantic oscillation MDPI Open Access Publishing Atmosphere 7 6 84
institution Open Polar
collection MDPI Open Access Publishing
op_collection_id ftmdpi
language English
topic hydrological variability
precipitation
NAO
wavelet analysis
coherence analysis
Morocco
Tensift basin
Ksob basin
spellingShingle hydrological variability
precipitation
NAO
wavelet analysis
coherence analysis
Morocco
Tensift basin
Ksob basin
Zineb Zamrane
Imen Turki
Benoit Laignel
Gil Mahé
Nour-Eddine Laftouhi
Characterization of the Interannual Variability of Precipitation and Streamflow in Tensift and Ksob Basins (Morocco) and Links with the NAO
topic_facet hydrological variability
precipitation
NAO
wavelet analysis
coherence analysis
Morocco
Tensift basin
Ksob basin
description 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%.
format Text
author Zineb Zamrane
Imen Turki
Benoit Laignel
Gil Mahé
Nour-Eddine Laftouhi
author_facet Zineb Zamrane
Imen Turki
Benoit Laignel
Gil Mahé
Nour-Eddine Laftouhi
author_sort Zineb Zamrane
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 Multidisciplinary Digital Publishing Institute
publishDate 2016
url https://doi.org/10.3390/atmos7060084
op_coverage agris
genre North Atlantic
North Atlantic oscillation
genre_facet North Atlantic
North Atlantic oscillation
op_source Atmosphere; Volume 7; Issue 6; Pages: 84
op_relation https://dx.doi.org/10.3390/atmos7060084
op_rights https://creativecommons.org/licenses/by/4.0/
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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