The resuspension and transportation of sediments affect the nutrient or contaminants cycles in water column. Therefore,hurricane-induced sedimentresuspension in coastal watersmay cause environment impacts on coastal ecosystems. In this study, field observed data during a hurricane event from the Rookery Bay National Estuarine Research Reserve (Rookery Bay NERR), Florida, were studied. Based on the relationship between sediment and turbidity, variations of turbidityin the Rookery Bay NERRwere discussed in this paper under the impact of the Hurricane Isaac in 2012. Time series analysis indicates thatHurricane Isaac causesthe substantialincrease of turbidity. Traditional direct regression analysis with raw data wasfound to result in poor correlation (R 2 <0.41) between wind speed and turbiditydue to the impacts of multi-factors in coastal waters of study region duringhurricane. Then Hanning Filterwas used to remove tidal effect, which shows some improvement of correlations (R 2 >0.6) between wind speed and turbidity. Further improvement was made by introducing a phase factor to account for the © 2016. This manuscript version is made available under the Elsevier user license http://www.elsevier.com/open-access/userlicense/1.0/ 2 lag time between the peak turbidity and peak wind speed, which lead to further improvement of the regression equation between wind speed and turbidity.By using Hanning Filter and phase factor, the regression equation between turbidity and wind speed fits wellwith observations (R 2 >0.96).Different lag time between wind speed and turbidityat different locations illustrated that wind had different effects on turbidity due to the locations and water depth.Based on the approximate empirical relationship between turbidity and sediment concentration,a regression equation between wind speed and sedimentconcentration wasderived approximately. The equation could be applied to approximately estimate the sediment concentration using wind speed during hurricane, especially with the strong wind speed above 4m/s.It can be used to provide technical supports for sediment assessment and coastal zoneresearch under extreme clime in the study region.