<p>Over the last decades, the exploration of our Solar System carried out by automatic probes allowed a huge leap in our understanding of the planets, their main satellites and minor bodies such as asteroids and comets. However, despite the large number of diverse datasets available nowadays, comparative studies of different bodies are still poorly addressed in several cases, in particular for airless bodies.</p><p>The primary goal of our two-year project, selected in the framework of the &#8220;ISSI/ISSI-BJ Joint Call for Proposals 2019 for International Teams in Space and Earth Sciences&#8221;, is to quantify similarities and differences in the surface mineralogy of Vesta, Mercury and the Moon, substantially enhancing the scientific return of individual instrumental datasets and/or individual space missions. Here, we give an overview of our project, we clarify what is the status after the first team meeting held in March 2020.</p><p>Our project focuses on two specific questions:</p><ol><li>Why do chemical changes induced by space weathering in the surface regolith appear to be different on Vesta, Mercury and the Moon, and what is the role and importance of mineralogy and composition? To address this question, irradiation experiments will be carried out on selected HED meteorite samples to directly simulate space weathering effects on Vesta.</li>
<li>Olivine has been identified on the Moon, it was reported on Vesta, although with some uncertainties, and it was not found on Mercury. What are the implications for all of these three planetary bodies? We will specifically address the ambiguous case of Vesta: Is olivine really present only in a limited number of specific sites, or is it rather widespread with a relatively low volumetric abundance? An answer to this question requires a precise identification of olivine in the most up-to-date spectroscopic datasets, and understanding the relationship existing between olivine and other associated mineral phases.</li>
</ol><p>Our overall approach is to apply various techniques of analysis on hyper- and multispectral data sets that are publicly available, such as those on acquired by the Dawn mission at Vesta, MESSENGER datasets obtained at Mercury and Chandrayaan-1 data for the Moon.</p><p>This work is supported by the International Space Science Institute (ISSI) and by INAF-IAPS.</p>