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The amplification of human senses has been in the focus of contemporary research for the past decades. Apart from the replication of human organs, the functionality of the human body has been enhanced. While many approaches aim to augment existing sensory channels, our research purpose is to explore the creation of a new sense, namely a sense for weather awareness. For this, we present our concept which is based on the presentation of thermal stimuli. Hence, we initially explored the perception and suitability of thermal feedback stimuli to communicate weather information, and particularly precipitation in an experiment comprising 16 participants. From the qualitative and quantitative results we derive important findings helping us to advance the realization of our concept in future research involving a field study to further evaluate the creation of a sense for weather awareness.