The BEL-COLOUR project aims at improving the theoretical basis and software tools for applications of suspended matter and chlorophyll-based satellite data products in coastal waters. In addition to algorithm work and image processing BEL-COLOUR will participate in seaborne cruises for the purposes of calibration of algorithms and for validation of the end products.