This study investigates annual mean changes in 24-h weakening rates of western North Pacific tropical cyclones (TCs) and annual number of rapid weakening (RW) events from 1982 to 2019. There is a significant increasing trend in the mean weakening rate, which correlates with a significant increase in RW number. Because stronger TCs are more likely to experience greater weakening rates and thus undergo RW, the increase in the ratio of intense TCs to all TCs can cause an increase in the weakening rate and RW frequency. Furthermore, the weakening rate and the RW number significantly increase over the region of 25°N-35°N, 120°E-150°E from 1982-2000 to 2001-2019. Over this region, there are stronger sea surface temperature gradients in more recent years, likely contributing to a higher probability of TCs undergoing RW. Other environmental variables do not exhibit significant changes. Our study highlights inhomogeneous Pacific warming that may favor RW of TCs. Plain Language Summary Tropical cyclones (TCs) are among the most devastating global natural disasters, posing a significant threat to various coastal regions. Previous research has reported that ocean warming can induce increases in TC intensification rates. Our study finds significant increases in the TC weakening rate and the number of rapid weakening events over the western North Pacific from 1982 to 2019. These increases are likely driven by two factors. First, since a stronger TC usually exhibits a larger weakening rate and a higher probability of experiencing rapid weakening, the increasing ratio of stronger TCs to the total number of TCs can induce an increasing weakening rate and an increasing rapid weakening number. Second, there are significant increases in both the weakening rate and the number of TCs undergoing rapid weakening over the region of 25°N-35°N and 120°E-150°E from 1982-2000 to 2001-2019, where sea surface temperature gradients have significantly increased as a result of nonuniform ocean warming. Although other factors, such as lower sea surface temperatures, drier air, and stronger vertical wind shear can also induce rapid weakening, we find that these processes have likely had a minor impact on observed long-term trends in the rapid weakening number over the western North Pacific.