The manuscript entitled “Extent of detection of hidden relationships among different hydrological variables during floods using data-driven models" by Al Sawaf*, M. B. & Kawanisi, K. , Jlilati, M. N., Xiao, C., Bahreinimotlagh, M has been accepted for publication in Environmental Monitoring and Assessment Journal.