EXPLORATORY ANALYSIS OF INDEX OF BIOTIC INTEGRITY SCORES CALCULATED FROM DATASETS OBTAINED FROM THREE DIFFERENT DAY ELECTROFISHING PROTOCOLS By Andy Bartels1, Terry Dukerschien1, and Brian Ickes2 1Wisconsin Department of Natural Resources Field Station, 2630 Fanta Reed Road, La Crosse, WI 54603; 2USGS Upper Midwest Environmental Sciences Center, 2630 Fanta Reed Road, La Crosse, Wisconsin 54603 We analyzed fish community data from the Upper Mississippi River (UMR) collected by the Long Term Resource Monitoring Program (LTRMP), the Environmental Monitoring and Assessment Program – Great Rivers Ecosystems (EMAP-GRE), and Wisconsin’s non-wadeable stream monitoring program (WDNR). Each of these programs uses day electrofishing to sample fish communities, but protocols and sampling designs differ. We calculated Index of Biotic Integrity (IBI) scores per metrics calibrated for Wisconsin rivers by Lyons et al, 2001 and compared results among programs. We used non-metric multi-dimensional scaling (NMDS) and univariate plots of the data to examine statistical differences among the programs and to suggest factors that might have contributed to those differences. The combined dataset provided significant discrimination between all five IBI scoring categories (very poor to excellent), but IBI scores calculated from the EMAP dataset suggested that three rating categories might be more suitable for that program. NMDS yielded significant differences between the WDNR program and the other two programs, but not between EMAP and LTRMP. Both EMAP and LTRMP span the entire Upper Mississippi River mainstem, whereas WDNR encompasses only Wisconsin waters. In Wisconsin waters, IBI scores from all 3 protocols increased or remained stable from north to south. However, in the context of the entire UMR, IBI scores for both LTRMP and EMAP-GRE declined from north to south. Ten years of LTRMP sampling generally demonstrated consistent scores through time except for the area near Bellevue, Iowa, a recognized zone of ecological transition. Plots of individual metrics against river mile suggested that some metrics (i.e. round-bodied suckers) in the Lyons IBI may be affected by geographic range limitations of the species selected for those metrics. Key words: Upper Mississippi River, monitoring, fish, IBI, NMDS, LTRMP, EMAP, WDNR