资源环境科技发展态势分析平台

Clouds contribute very large uncertainties to our understanding of Earth's climate system. This is partly attributed to the insufficient predictive abilities of ice formation processes in clouds and the ramifications for the hydrological cycle and climate. To improve predictions of ice particle concentrations in clouds, a better understanding of the relative contributions of ice nucleating particles and secondary ice processes (SIPs) is needed. To address this challenging question, we combine ice nucleation measurements via immersion freezing of particles filtered from rainwater, with satellite-retrieved cloud top glaciation temperatures (T-g) of the same clouds, while considering the chemical composition of the rainwater, the particles, and the particles' mass loads. In addition, laboratory-derived ice nucleation parameterization of K-feldspar was implemented in an ice nucleation model in order to reconstruct T-g considering primary ice nucleation only. We show that the observed T-g does not correlate with the median freezing temperature of the drops from the laboratory measurements froze (T-50), and are significantly warmer than the model prediction. This suggests that SIP play a major role in glaciating the investigated clouds system. Furthermore, we show that the difference between T-g and T-50 best correlates with the size of the cloud droplets at -5 degrees C, indicating that SIP is controlled by cloud droplet sizes. Hence, our results suggest that the effect of SIP on T-g, and therefore on Earth's radiation budget, may be significant.