Making the most of available monitoring data: A grid-summarization method to allow for the combined use of monitoring data collected at random and fixed sampling stations

•We designed a modeling approach handling data collected at random and fixed stations.•It allows for the generation of previously-unattainable products for some species.•For species for which previous approaches worked well, our approach also works well.