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. The Mediterranean region is one of the climate hotspots where the climatechange impacts are both pronounced and documented. The HyMeX(Hydrometeorological Mediterranean eXperiment) aims to improve ourunderstanding of the water cycle from the meteorological to climate scales.However, monitoring the water cycle with Earth observations (EO) is still achallenge: EO products are multiple, and their utility is degraded by largeuncertainties and incoherences among the products. Over the Mediterraneanregion, these difficulties are exacerbated by the coastal/mountainous regionsand the small size of the hydrological basins. Therefore, merging/integrationtechniques have been developed to reduce these issues. We introduce here animproved methodology that closes not only the terrestrial but also theatmospheric and ocean budgets. The new scheme allows us to impose a spatialand temporal multi-scale budget closure constraint. A new approach is alsoproposed to downscale the results from the basin to pixel scales (at theresolution of 0.25 ∘ ). The provided Mediterranean WC budget is, forthe first time, based mostly on observations such as the GRACE water storageor the netflow at the Gibraltar Strait. The integrated dataset is in betteragreement with in situ measurements, and we are now able to estimate theBosporus Strait annual mean netflow.

Integrating multiple satellite observations into a coherent dataset to monitor the full water cycle – application to the Mediterranean region