This study addresses the prominent bias of existing heat flux products under high wind speed condition. By adopting the wind speed profile within the tropical cyclone (TC) region proposed by Willoughby to reconstruct the TC wind speed in reanalysis dataset, the pre-prepared datasets input into the bulk algorithm version 3.6 to obtain a new heat flux dataset. The results of comparing with other heat flux datasets indicate that there is considerable improvement compared with other three products.