As an example of quality modeling, we applied the well-known concept of 'shelf life' for dynamic temperature changes. Other factors, such as humidity or composition of the atmosphere, will be considered in the near future. The gaseous hormone ethylene has an especially important impact on the ripening process of agricultural products. Commercially available sensor systems are not sensitive enough to consistently monitor the degree of ripeness during transportation. In this domain advanced research and development is needed.