“…Ship energy consumption and emission are not only related to the ship parameters, but also related to navigational environment (Fan et al, 2021), sailing state (Lu et al, 2015), ship loading (Tran, 2020), hull fouling (Adland et al, 2018), applied antifouling coating (Farkas et al, 2021;Seok and Park, 2020), etc. Therefore, the related data are diverse and huge (Lensu and Goerlandt, 2019;Wang et al, 2016a), and the data types are complex and diverse (Zhu et al, 2021).…”