Under field conditions, environmental factors, e.g. temperature, light and humidity, are dynamically fluctuating. On the other hand, molecular mechanisms of plants have been investigated under simple laboratory conditions. It is difficult to predict plant responses to fluctuating environment only from knowledge obtained in laboratories. In this review, we focused on gene expression analysis under the fields. Integrative analysis between gene expression data and meteorological data tell us novel features of plant environmental responses.