The wind-induced acceleration responses at the top of the Guangzhou West Tower (GZWT; 432 m) and the wind speed and direction at the top of Guangzhou Tower (532 m), which is located across the GZWT, were measured during the passage of Typhoon Mangkhut. The two buildings are separated by a river. The variation characteristics of the first two natural frequencies and damping ratios of the GZWT under strong vibrations are obtained by using random decrement technique (RDT) and modified Bayesian spectral density approach (MBSDA). Finally, field measurements of the maximum peak accelerations are compared with wind tunnel test results. The damping ratios identified by MBSDA are found to be greater than the results obtained by RDT. The natural frequencies decrease with increasing maximum acceleration of the corresponding acceleration segment. Besides, they decrease firstly and then increase with time elapses, reaching a minimum value at the maximum mean wind speed. The damping ratios are completely discrete, and no obvious linear correlation exists between the damping ratios and maximum acceleration of the corresponding acceleration segment. The peak accelerations at the top of the GZWT obtained from wind tunnel experiment agree well with that of full-scale measurements. K E Y W O R D S acceleration, full-scale measurement, parameter identification, super high-rise building, typhoon, wind tunnel experiment 1 | INTRODUCTION Due to developments in society and economy coupled with the limitation of modern urban land resources, the number of super high-rise buildings being built or under construction in core urban areas is increasing. These buildings are characterized by light weight, high flexibility, low damping, and low self-vibration frequency, among others; thus, they are sensitive to wind loads, which are often considered in the design of such structures. Field measurements are the most direct and reliable method to obtain the actual dynamic characteristics and evaluate the effects of wind on high-rise buildings. Some full-scale measurements of wind effects on supertall buildings have been conducted worldwide. However, due to the large manpower and material resources the endeavor entails, the cooperation and support of the building's owner are necessary and there were many restrictions on the installation of instruments and layout of circuits. Research involving systematic field measurements on large and complex structures, such as super high-rise buildings, are scarce. Littler and Ellis, [1] for example, conducted a full-scale study of wind effects on a 23-story high-rise building in east London, then the wind tunnel test results exhibited percentage differences similar to those obtained at full-scale winds. Previous works [2-9] 9 ] carried out long-term monitoring of a number of super high-rise buildings, namely, Shanghai Jin Mao Building (421 m),