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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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 |
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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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