Riverine litter monitoring from multispectral fine pixel satellite images

•Detection and surface area quantification of riverine litter in multispectral satellite images.•Time series monitoring of riverine litter based on Skysat and PlanetScope imagery.•Waveband difference and spatial anomaly algorithm for very fine pixel imagery.•Transferability demonstration of algorithm to unique geographic areas.