Release of data repository "ADELE" (A grounDwatEr data assimiLation bEnchmark) associated to the article "Conditioning multi-Gaussian groundwater flow parameters to transient hydraulic head and flowrate data with iterative ensemble smoothers: a synthetic case study" accepted for publication in Frontiers in Earth Science (DOI: 10.3389/feart.2020.00202).