Marine litter detection based on satellite remote sensing is becoming a reality but the current state of the art is not mature. An idea proposed through ESA's Open Space Innovation Platform (OSIP) has been implemented into a research study that will use the expertise in artificial intelligence solutions based on space technology to simulate and perform a plastic concentration forecast which would then be studied with more details thanks to the multispectral data from the Copernicus Sentinel-2 mission.