Variations of the Snow Water Equivalent in the Ourika Catchment (Morocco) over 2000–2018 Using Downscaled MERRA-2 Data

The Ourika River is an important tributary of the Tensift River in the water-stressed region of Marrakesh (Morocco). The Ourika river flow is dominated by the snow melt contribution from the High Atlas mountains. Despite its importance in terms of water resources, the snow water equivalent (SWE) is...

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Main Authors: Mohamed Wassim Baba, Simon Gascoin, Lionel Jarlan, Vincent Simonneaux, Lahoucine Hanich
Format: Article
Language:English
Published: MDPI AG 2018-08-01
Series:Water
Subjects:
Online Access:http://www.mdpi.com/2073-4441/10/9/1120
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spelling doaj-18fdc4b485b145d7bbcc164b9485da662020-11-24T21:47:55ZengMDPI AGWater2073-44412018-08-01109112010.3390/w10091120w10091120Variations of the Snow Water Equivalent in the Ourika Catchment (Morocco) over 2000–2018 Using Downscaled MERRA-2 DataMohamed Wassim Baba0Simon Gascoin1Lionel Jarlan2Vincent Simonneaux3Lahoucine Hanich4Centre d’Etudes Spatiales de la Biosphère, Université de Toulouse, CNRS/CNES/IRD/UPS, 31400 Toulouse, FranceCentre d’Etudes Spatiales de la Biosphère, Université de Toulouse, CNRS/CNES/IRD/UPS, 31400 Toulouse, FranceCentre d’Etudes Spatiales de la Biosphère, Université de Toulouse, CNRS/CNES/IRD/UPS, 31400 Toulouse, FranceCentre d’Etudes Spatiales de la Biosphère, Université de Toulouse, CNRS/CNES/IRD/UPS, 31400 Toulouse, FranceLaboratoire Géoressources-Département des Sciences de la Terre, Faculté des Sciences et Techniques Guéliz, Université Cadi Ayyad, Av. A. Khattabi, BP 549, 40000 Marrakech, MoroccoThe Ourika River is an important tributary of the Tensift River in the water-stressed region of Marrakesh (Morocco). The Ourika river flow is dominated by the snow melt contribution from the High Atlas mountains. Despite its importance in terms of water resources, the snow water equivalent (SWE) is poorly monitored in the Ourika catchment. Here, we used MERRA-2 data to run a distributed energy-balance snowpack model (SnowModel) over 2000–2018. MERRA-2 data were downscaled to 250-m spatial resolution using a digital elevation model. The model outputs were compared to in situ measurements of snow depth, precipitation, river flow and remote sensing observations of the snow cover area from MODIS. The results indicate that the model provides an overall acceptable representation of the snow cover dynamics given the coarse resolution of the MERRA-2 forcing. Then, we used the model output to analyze the spatio-temporal variations of the SWE in the Ourika catchment for the first time. We suggest that MERRA-2 data, which are routinely available with a delay of a few weeks, can provide valuable information to monitor the snow resource in high mountain areas without in situ measurements.http://www.mdpi.com/2073-4441/10/9/1120snow water equivalentsemi-arid climateMODISMERRA-2
collection DOAJ
language English
format Article
sources DOAJ
author Mohamed Wassim Baba
Simon Gascoin
Lionel Jarlan
Vincent Simonneaux
Lahoucine Hanich
spellingShingle Mohamed Wassim Baba
Simon Gascoin
Lionel Jarlan
Vincent Simonneaux
Lahoucine Hanich
Variations of the Snow Water Equivalent in the Ourika Catchment (Morocco) over 2000–2018 Using Downscaled MERRA-2 Data
Water
snow water equivalent
semi-arid climate
MODIS
MERRA-2
author_facet Mohamed Wassim Baba
Simon Gascoin
Lionel Jarlan
Vincent Simonneaux
Lahoucine Hanich
author_sort Mohamed Wassim Baba
title Variations of the Snow Water Equivalent in the Ourika Catchment (Morocco) over 2000–2018 Using Downscaled MERRA-2 Data
title_short Variations of the Snow Water Equivalent in the Ourika Catchment (Morocco) over 2000–2018 Using Downscaled MERRA-2 Data
title_full Variations of the Snow Water Equivalent in the Ourika Catchment (Morocco) over 2000–2018 Using Downscaled MERRA-2 Data
title_fullStr Variations of the Snow Water Equivalent in the Ourika Catchment (Morocco) over 2000–2018 Using Downscaled MERRA-2 Data
title_full_unstemmed Variations of the Snow Water Equivalent in the Ourika Catchment (Morocco) over 2000–2018 Using Downscaled MERRA-2 Data
title_sort variations of the snow water equivalent in the ourika catchment (morocco) over 2000–2018 using downscaled merra-2 data
publisher MDPI AG
series Water
issn 2073-4441
publishDate 2018-08-01
description The Ourika River is an important tributary of the Tensift River in the water-stressed region of Marrakesh (Morocco). The Ourika river flow is dominated by the snow melt contribution from the High Atlas mountains. Despite its importance in terms of water resources, the snow water equivalent (SWE) is poorly monitored in the Ourika catchment. Here, we used MERRA-2 data to run a distributed energy-balance snowpack model (SnowModel) over 2000–2018. MERRA-2 data were downscaled to 250-m spatial resolution using a digital elevation model. The model outputs were compared to in situ measurements of snow depth, precipitation, river flow and remote sensing observations of the snow cover area from MODIS. The results indicate that the model provides an overall acceptable representation of the snow cover dynamics given the coarse resolution of the MERRA-2 forcing. Then, we used the model output to analyze the spatio-temporal variations of the SWE in the Ourika catchment for the first time. We suggest that MERRA-2 data, which are routinely available with a delay of a few weeks, can provide valuable information to monitor the snow resource in high mountain areas without in situ measurements.
topic snow water equivalent
semi-arid climate
MODIS
MERRA-2
url http://www.mdpi.com/2073-4441/10/9/1120
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