Authors simulate a fire crisis in a certain location and a set of participants who are within the vicinity of the crisis. The participants sense the air temperature using their sensor devices from different locations and time. In addition to the temperature, each contribution attaches the spatial-temporal of the sensed data and the participant’s metadata. This dataset consists of two parts, sensors dataset and participants dataset. The sensors dataset considers the crisis environment and sensor data, i.e., temperature, date, time and location of sensing. The participants dataset deliberates participants personal data, i.e., age, gender, height, weight and health condition.