RELATIONSHIP BETWEEN COMMUNITY STRUCTURE OF YOY FISHES AND WATER QUALITY VARIABLES FROM POOL 26 OF THE UPPER MISSISSIPPI RIVER: A CROSS-COMPONENT ANALYSIS OF LTRMP DATA John H. Chick, , Lori A. Soeken-Gittinger, Eric N. Ratcliff, Eric J. Gittinger, and Benjamin J. Lubinski Illinois Natural History Survey, Great Rivers Field Station, 8450 Montclair Ave, Brighton, IL 62012. Data from the LTRMP water quality and fish components were combined in a cross-component analysis. Patterns of fish community structure for all size classes did not correlate with LTRMP water quality data or riverine discharge, but patterns of young-of-the-year (YOY) community structure were significantly correlated with spring Chl-a, spring discharge, and summer temperature. Significant positive relationships were found between CPUE of YOY black crappie, sauger, and smallmouth buffalo with discharge. We found multiple regression models with R2 > 0.50 for YOY black and white crappie, channel catfish, largemouth bass, sauger, and common carp with combinations of these environmental factors and the abundance of stock-sized fishes (i.e., an index of parental abundance). Multivariate correlations for age-1 fishes with environmental factors during the spring and summer from the previous year support our findings for YOY fishes. The value of these analyses lies primarily in generating testable hypotheses, and with the possibility of repeating them as further data is collected over the coming years and decades. Keywords: YOY Fishes, Water Quality, LTRMP, Monitoring Data