1. Biological monitoring is vital to river conservation. Aside from providing census data, regular monitoring may detect population trends that reflect the degradation or remediation of riverine environments. Birds are major candidates for this purpose because of their connections to riverine food webs and river habitat features. However, much information on factors affecting river bird distributions is qualitative. 2. River bird populations have been surveyed annually in the U.K. since 1974. The value of this monitoring could be increased if links between population trends and changes in riverine landscapes or channel hydromorphology were better understood. We modelled the relationships between bird species' distributions recorded by the British Trust for Ornithology's Waterways Breeding Bird Survey (WBBS) and hydromorphology recorded by the Environment Agency's River Habitat Survey (RHS). 3. Regression models were built for 20 bird species associated with the river channel and neighbouring floodplains. This provided one of the first illustrations in ecology of generalized estimating equations (GEEs) for extending generalized linear models to instances where individual observations are not statistically independent. GEEs could offer a range of benefits to freshwater biologists, as they are a simple approach to analysing hierarchical, correlated data while maintaining the ease of interpretation with a range of link functions and data types. 4. Upland, fast water species and reedbed specialists showed the closest links with RHS, followed by lowland, slow water species, where correlations to RHS varied widely in magnitude. The distributions of floodplain wading birds were poorly modelled by RHS, suggesting that floodplain land uses as quantified by RHS were poor predictors of distributions. Marked preferences between upland and lowland channels were evident for most species. Specific features were also important, including hydraulics, bank/channel vegetation, depositional features and anthropogenic structures. 5. Monitoring the abundance and distribution of a range of bird species, with a diversity of life histories, could be a valuable tool for assessing trends in riverine landscapes and whole river basins. RHS captures useful information about channel hydromorphology and vegetation, but needs supplementing with additional environmental information to describe (i) the wider riverine landscape (e.g. more detailed floodplain variables, proximity of other waterbodies) and (ii) water chemistry. Although further work is required, this study suggests that WBBS and RHS add mutual value in appraising the river environment. We advocate the further development of birds as indicators in riverine