Mobile sensing for estimation of hydro-dynamic parameters for minimally gauged open channels

•Open-channel hydrodynamics estimated via Kalman filter using Lagrangian sensor.•Proposed framework improved estimates obtained from Eulerian sensors alone.•Real-world experiment on irrigation channel demonstrates improvement in estimation.•Lagrangian sensors reduce deployment cost, improve coverage and increase mobility.