Bridging hydraulics and graph signal processing: A new perspective to estimate water distribution network pressures

•Unknown nodal heads can be reconstructed from a few available measurements.•Good results are achieved with no need for accurate hydraulic parameters.•New indicators bridge network hydraulics to measure the similarity of adjacent heads.•Bridging hydraulics with signal processing enables better robustness and accuracy.