This dataset includes asphalt temperature measurements and weather data of CyPaTs test track located at Campus Groenenborger, University of Antwerp, Antwerp, Belgium. The recorded asphalt temperature measurements and weather data is between March 17th, 2021, and March 14th, 2022. There are five sheets in each excel file, containing asphalt temperatures at various depths (near-surface, 4cm, 7cm and 10 below asphalt surface), and corresponding weather data. The total number of data points is 371707, with each of these data points including information on weather parameters and 45 sensors embedded in different layers of the asphalt pavement. Date (time): time of the recorded data TC_x-x: label of the temperature sensor embedded in asphalt pavement, in °C Ta: ambient air temperature, in °C RH: relative humidity, in % FF: wind speed, in m/s SR: solar radiation, in W/m2