A　porous　β-cyclodextrin　modified　cellulose　nano-fiber　membrane　(CA-P-CDP)　was　fabricated　and　employed　to　treat　the　trace　bisphenol　pollutants　(bisphenol　A　(BPA),　bisphenol　S　(BPS),　and　bisphenol　F　(BPF))　in　water.　The　characterization　highlighted　the　porous　structure,　stable　crystal　structure,　good　thermal　stability　of　the　obtained　CA-P-CDP,　as　well　as　abundant　functional　groups,　which　could　greatly　improve　the　adsorption　of　bisphenol　pollutants　and　recovery.　During　the　static　adsorption　process,　the　adsorbents　dosage,　temperature　and　pH　showed　significant　influence　on　the　adsorption　performance.　At　the　selected　conditions　(25　°C,　7.0　of　pH　and　0.1　g　L-1　of　CA-P-CDP　dosage),　the　BPA/BPS/BPF　adsorption　on　CA-P-CDP　could　rapidly　reached　the　equilibrium　in　15　min　by　following　the　pseudo-second-order　kinetic　model,　and　the　maximum　adsorption　capacities　were　50.37,　48.52　and　47.25　mg　g−1,　respectively,　according　to　Liu　isotherm　model.　The　mechanisms　between　the　bisphenol　pollutants　and　CA-P-CDP　mainly　involved　the　synergism　of　hydrophobic　effects,　hydrogen-bonding　interactions　and　π-π　stacking　interactions.　Besides,　the　dynamic　adsorption　data　showed　that　the　volume　of　treated　water　for　CA-P-CDP　(0.58　L)　was　14.5　times　larger　than　that　of　pristine　cellulose　membrane　(0.04　L),　revealing　satisfactory　adsorption　performance　of　trace　BPA　in　water.　Furthermore,　during　the　treatment　of　real　water　samples　(lake　water　and　river　water)　with　trace　bisphenol　pollutants,　the　complete　removal　of　the　pollutants　were　evidently　observed,　which　strongly　verified　the　possibility　of　CA-P-CDP　for　the　practical　application.　©　2020　Elsevier　B.V.