YELLOW PERCH, PERCA FLAVESCENS, BEHAVIOR IN THE INDIANA WATERS OF LAKE MICHIGAN IN 2009, 2011, AND 2012 A THESIS SUBMITTED TO THE GRADUATE SCHOOL IN PARTIAL FULFILLMENT OF THE REQUIREMENTS FOR THE DEGREE OF MASTER OF SCIENCE. BY DAVID A. STARZYNSKI ADVISOR THOMAS E. LAUER BALL STATE UNIVERSITY MUNICE, IN JULY 2013 ii YELLOW PERCH, PERCA FLAVESCENS, BEHAVIOR IN THE INDIANA WATERS OF LAKE MICHIGAN IN 2009, 2011, AND 2012 A THESIS SUBMITTED TO THE GRADUATE SCHOOL IN PARTIAL FULFILLMENT OF THE REQUIREMENTS FOR THE DEGREE MASTER OF SCIENCE BY DAVID A. STARZYNSKI ADVISOR: THOMAS E. LAUER Committee Approval: ______________________________________________________ Committee Chairperson ____________ Date ______________________________________________________ Committee Member ____________ Date ______________________________________________________ Committee Member ____________ Date Departmental Approval: ______________________________________________________ Departmental Chairperson Date ______________________________________________________ Dean of Graduate School ____________ Date BALL STATE UNIVERSITY MUNCIE, INDIANA JULY 2013 ____________ iii TABLE OF CONTENTS TABLE OF CONTENTS.......................................................................................... iii LIST OF FIGURES .................................................................................................. iv LIST OF TABLES ......................................................................................................v ACKNOWLEGEMENTS ......................................................................................... vi CHAPTER 1 ABSTRACT ................................................................................................................1 INTRODUCTION ......................................................................................................2 METHODS .................................................................................................................4 RESULTS ...................................................................................................................6 DISCUSSION .............................................................................................................8 REFERENCES .........................................................................................................11 FIGURES AND TABLES ........................................................................................15 CHAPTER 2 ABSTRACT ..............................................................................................................21 INTRODUCTION ....................................................................................................22 METHODS ...............................................................................................................24 RESULTS .................................................................................................................27 DISCUSSION ...........................................................................................................29 REFERENCES .........................................................................................................32 FIGURES AND TABLES ........................................................................................36 iv LIST OF FIGURES Figure Page CHAPTER 1 1. Locations of yellow perch sampling zones near Michigan City (1), Burns Harbor (2), and East Chicago (3) in the Indiana waters of Lake Michigan. ...............................................................................................................15 2. Logistic spawning curves for female and male yellow perch collected from the Indiana waters of Lake Michigan in 2009, 2011, and 2012. The dashed line marks the point of peak spawn (50% spent). The date indicates the day at which peak spawn occurred ...................................................16 3. Lake Michigan mean bottom temperatures by day for 2009, 2011, and 2012........................................................................................................................17 4. Lake Michigan mean bottom temperature comparison for the sampling periods in 2009, 2011, and 2012. The 2009 and 2011 temperatures were statistically similar (a) while 2012 was higher (b).. ...............................................18 CHAPTER 2 1. Locations of yellow perch sampling zones near Michigan City (1), Burns Harbor (2), and East Chicago (3) in the Indiana waters of Lake Michigan. ...............................................................................................................36 v LIST OF TABLES Table Page CHAPTER 1 1. Abundance of mature yellow perch captured in gill-nets fished in Lake Michigan during 2009, 2011, and 2012 .................................................................19 CHAPTER 2 1. Abundance of mature yellow perch captured in gill-nets fished in Lake Michigan during 2009, 2011, and 2012 .................................................................37 2. Results of multiple regression model for yellow perch collected within the Indiana waters of Lake Michigan in 2009, 2011, and 2012 with CPUE as the response variable ..............................................................................38 3. Mean length ± SE of yellow perch collected in the Indiana waters of Lake Michigan in 2009, 2011, and 2012 ...............................................................39 4. Results of multiple regression model for yellow perch collected in the Indiana waters of Lake Michigan in 2009, 2011, and 2012 with the response variable (length) and corresponding P-values for each predictor ...........40 5. Results of the logistic regression for yellow perch collected in the Indiana waters of Lake Michigan in 2009, 2011, and 2012...................................41 vi ACKNOWELDGEMENTS I would like to thank all those who helped with the completion of my thesis project. I thank the many Ball State students who spent their time on Lake Michigan collecting samples especially Kip Rounds and Nick Haunert. I also thank Dr. Thomas Lauer for his guidance and recommendations over the last two years. I thank the Indiana Department of Natural Resources for the use of their facilities and I thank Ball State University and Indiana DNR for funding. I finally thank my family and friends for their help and support throughout my career. Chapter 1: Yellow perch Perca flavescens spawning behavior in the Indiana waters of Lake Michigan in 2009, 2011, and 2012. Abstract – Experimental gill nets were used to collect adult yellow perch from the Indiana waters of Lake Michigan during 2009, 2011, and 2012 to estimate the length and timing of the yellow perch spawning season. Sampling was conducted at three zones near East Chicago, Burns Harbor, and Michigan City from May to August in 2009 and 2011; however, sampling was conducted twice in April before continuing from May to August in 2012. After collection, yellow perch were measured, counted, sexed, and maturity state was determined. Logistic regression was then used to model the proportion of post-spawn (spent) fish over time (days) for each year. The resulting models estimated the timing and duration of yellow perch spawning and allowed me to determine the timing of peak spawn (50% spent) for each year. I found that yellow perch spawning started when water temperatures reached ~ 11⁰C and lasted 2-4 weeks. In 2009 and 2011, spawning started mid-May and was finished early June, although in 2012 spawning started in early May and finished before June. These differences are likely in response to unseasonably warm lake temperatures caused by record high air temperatures in the Great Lakes region. My findings suggest global climate change will alter yellow perch reproduction cycles; however, the specific influences on survival are unknown. Introduction Yellow perch, Perca flavescens, are native to Lake Michigan and have been important to the recreational and commercial angler since the late 1800s (Eshenroder et al. 1995). Easy accessibility and angler preference made yellow perch the most recreationally harvested fish in Lake Michigan in the 1980s and 1990s (Bence & Smith 1999). Historically, a large scale commercial fishery was in place for this fish, but major declines in abundance prompted closure of the commercial fishery in the main body of the lake by 1997 and reduced the daily bag limit for recreational anglers (Marsden & Robillard 2004; Wilberg et al. 2005). Despite these changes, there has not been resurgence in the yellow perch population abundance since that time (Headley & Lauer 2008). Commercial fishing was considered the primary cause of the yellow perch population decline by selectively harvesting female fish, which skewed sex ratios and reduced the spawning stock biomass (Lauer et al. 2008). Currently, a limited commercial fishery for yellow perch exists, but only in Green Bay and is relatively small (generated $160,000 in 2008; USGS 2008). Therefore, exploitation does not appear to be the only factor contributing to the poor recruitment of yellow perch in Lake Michigan. Abiotic and biotic influences on yellow perch recruitment have been a focal point for research in Lake Michigan (Clapp & Dettmers 2004). Phosphorous control programs decreased phosphorous loadings into Lake Michigan by the early 1990s and a simultaneous decrease in primary production occurred in the near shore waters of Lake Michigan (Madenjian et al. 2002) Decreases in primary production likely reduced critical larval yellow perch prey (e.g., rotifers, copepods) which could lead to low year-class 2 strength (Fulford et al. 2005). Further, Dreissena mussels have altered the Lake Michigan ecosystem and could negatively affect yellow perch recruitment through changes in the structure of lower trophic levels, specifically, the phytoplankton and zooplankton communities (Dettmers et al. 2003; Marsden & Robillard 2004; French III et al. 2007). Yellow perch and alewife (Alsoa pseudoharengus) abundances were negatively correlated (Shroyer & McComish 2000; Forsythe et al. 2013) likely due to predation of larval yellow perch by adult alewife (Brandt et al. 1987). Thus, a variety of ecological effects appear to be influencing yellow perch recruitment, illustrating the need to understand more of yellow perch life history (e.g., migration, reproduction) in Lake Michigan to better manage the fishery (Clapp & Dettmers 2004; Marsden & Robillard 2004). Yellow perch spawning behavior, specifically duration, timing, and thermal triggers have been minimally studied in the Great Lakes (Robillard & Marsden 2001; Brown et al. 2009; Collingsworth & Marschall 2011) compared to smaller systems (Forney 1971; Smith 1979; Brown et al. 2009). Yellow perch typically spawn in early spring when water temperatures reach 7 to 13 ⁰C following an extended period of temperatures < 10 ⁰C (Hokanson 1977; Kolkovski & Dabrowski 1998; Brown et al. 2009). Spawning duration for yellow perch can be from one to three weeks; however, timing can change based on geographic location and local environmental factors (Hokanson 1977; Thorpe 1977). Yellow perch in northern latitudes have a shorter spawning duration that is later in spring compared to southern populations (Thorpe 1977). Populations in the western basin of Lake Erie spawned when mean lake bottom 3 temperatures were between 11 and 15 ⁰C (Collingsworth & Marschall 2011). Thus, spawning season and temperature thresholds appear to vary for individual populations of yellow perch. Although overexploitation and exotic species interactions were identified as recruitment limitations for yellow perch (Wilberg et al. 2005; Forsythe et al. 2012), other factors may also influence recruitment. Unfortunately, our lack of understanding in this area is exasperated by a limitation in basic yellow perch life history in southern Lake Michigan. Spawning behavior in these waters is relatively unknown compared to smaller lakes (Forney 1971; Smith 1979; Brown et al. 2009), and spawning habitat limitations have not been thoroughly studied (Walters 2010). Further, temperature is intimately related to yellow perch life history (Hokanson 1977; Kolkovski & Dabrowski 1998; Brown et al. 2009), but research defining temperature influences in southern Lake Michigan are scant (see Rydell et al. 2010). Thus, yellow perch life history must be investigated to better understand potential limitations to recruitment and future impacts on the fishery. The goal of my study was to better understand spawning behavior of yellow perch during the spawning season in southern Lake Michigan. My objective was to identify the timing and duration of the yellow perch spawning season in southern Lake Michigan. For this objective, I evaluated whether mature fish were ripe (gravid) or recently spent. By identifying this period, I calculated the date of 50% spent fish which I used to establish peak spawn. I hypothesized that yellow perch spawning would begin mid-May, run several weeks, and be completed by the end of June. The second objective was to 4 determine whether timing and duration of the spawning season were consistent among 2009, 2011, and 2012. I was specifically interested whether differences existed among years, and if so, were they related to variations in temperature. I hypothesized that spawning timing and duration would be consistent among all years. Methods Study Site – My sampling sites were located in the Indiana waters of southern Lake Michigan and were primarily comprised of shallow waters (< 20 m) with uniform sandy substrates (Janssen et al. 2005). The Indiana waters were divided into three sampling zones, one each near East Chicago, Burns Harbor, and Michigan City (Figure 1). Each zone spanned a 12 km long section of lakeshore and was divided into 1 km long sampling frames. On each day, one frame was randomly selected for sampling from the 12 possible frames in each zone. Field Methods – Yellow perch were sampled in 2009, 2011, and 2012. In 2009, samples were collected daily from May 4th to June 4th and then once per week after June 4th until the yellow perch population reached 100% spent or when spawning had ended (Walters 2010). In 2011, samples were collected twice a week from May 10th to June 20th and then once per week from June 20th to August 1st. In 2012, sampling was initiated on April 13th and 14th in response to a perceived early season warming trend and anecdotal observations. Twice-weekly sampling resumed from May 1st to June 21st and then once per week from June 21st to July 31st. Sample collection meant collecting a single sample from each zone resulting in three samples per date. Sampling was occasionally altered (typically delayed) based on existing weather conditions. Yellow perch were collected 5 using graded-mesh gill nets containing nine, 15.2 m panels of repeating 51, 64, and 76 mm stretch-mesh for a total length of 137 m and depth of 1.8 m. These mesh sizes effectively collect mature yellow perch > 175 mm that were required for my study (Thomas 2007). Gill nets were fished parallel to shore at a depth contour between 5 and 20 m, set before sunset and soaked overnight for ~ 12 hours. The following morning, yellow perch were removed from the net, immediately placed on ice, and then transported to the Indiana DNR field station in Michigan City, IN for processing. Onshore, yellow perch were counted, measured (total length), sexed, and maturity state was determined using a modified gonad stage index that included gravid, running, and spent categories (Treasurer & Holliday 1981). Temperature profiles were taken when gill nets were collected using a YSI ProDO Professional Series digital unit from the surface to the bottom at 1 m increments. Statistical Methods – Logistic regression was used to estimate peak spawning season by modeling the proportion of fish in the spent maturity state (response variable) from time in days (predictor variable; Sigma Plot 9.0). Using this analysis I was able to identify when 50% of the population reached the spent maturity stage, which I labeled as peak spawn. A logistic regression was chosen because it best models the nonlinear relationship between my two binary variables (gravid and spent). Yellow perch sexes were separated for all analysis, as the timing and duration of males and females differs (Kolkovski & Dabrowski 1998). Spawning season was measured as the date I first collected spent females or males (start) and the date I last collected gravid females or males (finish). 6 The temperature of peak spawning was identified using mean lake bottom values on the date of peak spawn for each sex. I used multiple regression through a generalized linear model function to identify differences in mean bottom temperature (response variable) among day (Julian), year, and day* year interactions (predictor variables) (SPSS 19.0). A post hoc Fisher’s least significant difference pairwise comparison analysis was used to determine whether temperature values among years varied significantly. For all tests, α was set at 0.05. Results A total of 3083 yellow perch was collected from the Indiana waters of Lake Michigan during the 2009, 2011, and 2012 sampling seasons (Table 1). Female fish (N = 2551) comprised 83% of the total with ranges varying in size from 166 to 355 mm (2009), 132 to 369 mm (2011), and 146 to 360 mm (2012) total length. Male yellow perch (N = 532) ranged in size from 160 to 325 mm (2009), 127 to 315 mm (2011), and 96 to 301 mm (2012) total length. Ninety percent of females and 30% of males were collected post-spawn and considered spent. Yellow perch spawning duration and timing were identified using the observed maturity stage of collected fish. Yellow perch spawning ranged between two to four weeks among all sampling years based on collection of gravid and spent fish. In 2009, female spawning took place in a 17 day period with half the spawn occurring between May 18th and May 23rd and peak spawn on May 20th (Figure 2; Table 2); male spawning took place in a 21 day period with half the spawn occurring between May 18th and May 31st and peak spawn on May 23rd (Figure 2; Table 2). In 2011, female spawning was 7 extended to 27 days, with half the spawn occurring between May 23rd and May 29th and peak spawn on May 26th (Figure 2; Table 2); male spawning took place in a 26 day period with half the spawn occurring between June 1st and June 14th and peak spawn on June 8th (Figure 2; Table 2). In 2012, female spawning took place in a 23 day period with half the spawn occurring between May 4th and May 12th and peak spawn on May 8th (Figure 2; Table 2); male spawning took place in a 22 day period with half the spawn occurring between May 31st and June 8th and peak spawn on June 3rd. However, males were ripe from May 2nd until completion of spawning in June indicating the potential to spawn any time after May 2nd (Figure 2; Table 2). Lake temperatures varied daily, however a general increase in temperature occurred throughout the spawning season in all years (Figure 3). In 2009, the yellow perch spawning season began at 10.9 ⁰C, peaked (50% females spent) at 11.6 ⁰C, and was completed by 14 ⁰C. In 2011, the yellow perch spawning season began at 11.2 ⁰C, peaked at 11.5 ⁰C, and was completed by 13.3 ⁰C. In 2012 the yellow perch spawning season began at 11.6 ⁰C and peaked at 13.2 ⁰C, however during the last two days of the spawning season temperature fell to 12.3 ⁰C due to an influx of cold bottom waters. Although 2012 water temperatures were significantly warmer on a given date than 2009 or 2011, yellow perch still began spawning ~ 11 ⁰C. The average temperatures when spawning began varied by < 1 ⁰C throughout all sampling years and suggests that yellow perch spawning in the Indiana waters is triggered by water temperatures ~ 11⁰C. Mean bottom temperatures varied significantly by year (P = 0.001, df = 2, Likelihood ratio = 13) and by day (P < 0.001, df = 1, Likelihood ratio = 68) and the post hoc pairwise 8 comparison suggested that temperatures in 2009 and 2011 (P = 0.39) were similar, while in 2012, temperatures were significantly warmer (P < 0.001) (Figure 4). Discussion My results allowed me to estimate spawning timing and duration for yellow perch in 2009, 2011, and 2012, and to determine whether timing and duration of the spawn were consistent among sampling years. As hypothesized, yellow perch spawning in southern Lake Michigan began in spring and lasted between two and four weeks each year. However, my hypothesis of consistent spawn timing in 2009, 2011, and 2012 was not supported. In 2009 and 2011, spawning began mid-May and was completed by midJune, but in 2012, spawning began at the start of May and was completed before June. The 2012 spawn was earlier by approximately two weeks. The unexpected shift was likely caused by warmer than normal temperatures in the region, as 2012 had the warmest spring on record for Indiana, Illinois, Michigan, and Wisconsin (NOAA 2013). The temperature range of spawning in this study was consistent with others (Forney 1971; Tsai & Gibson 1971; Brazo et al. 1975; Hokanson 1977; Collingsworth & Marschall 2011). However, spawning timing appears to be later in southern Lake Michigan compared to other areas throughout the yellow perch range, likely because the large water volume of Lake Michigan warms relatively slowly (Tsai & Gibson 1971; Brazo et al. 1975; Hokanson 1977; Collingsworth & Marschall 2011). Duration of yellow perch spawning differed for females and males within a given year, with females having a shorter spawning period. This difference may be inherent in the biology of each sex, as females spawn in a single event and males remain able to 9 spawn throughout the spawning season and in multiple events (Kolkovski & Dabrowski 1998). In my sample area, half of the sampled yellow perch females spawned in single 58 day period, while half of sampled yellow perch males spawned in 9-13 days. My findings and others (Dorr 1982; Brown et al. 2009) imply that males arrive on spawning grounds prior to females, and males remain for the duration of the spawn. For my study the total duration of yellow perch spawning was similar among years and within the expected 2-4 week period (Hokanson 1977). Similarly, Dorr (1982) found yellow perch spawning in southeastern Lake Michigan ranged from 1-2 weeks in late May and early June. Temperature appears to be the main variable that influences spawning timing and duration for yellow perch in southern Lake Michigan. Historically, the early 2012 spawn was not expected based on the calendar, but could be explained by temperatures. Record spring weather resulted in rapidly rising water temperatures in Lake Michigan in 2012 (NOAA 2013), with water temperatures in my sample area more than 2 ⁰C warmer in the 2012 spring compared to 2009 or 2011 (GLCW 2013). The accelerated warming period aligns with the earlier spawning period of 2012 and likely demonstrates the effect of the temperature threshold driving initiation of spawning, which appears to be ~ 11 ⁰C. Yellow perch spawning is influenced by environmental temperatures throughout their range (Hokanson 1977; Kayes & Calbert 1979; Brown et al. 2009; Collingsworth & Marschall 2011), although differences in yellow perch spawning duration appear to relate, in part, to an upper thermal limit between 13 and 14 ⁰C. In 2009, water temperatures rose relatively quickly to 14 ⁰C resulting in the shortest yellow perch 10 spawning period; whereas 2011 water temperatures increased more gradually to 13.3 ⁰C resulting in the longest spawning period. The 2012 water temperatures rose to 13.4 ⁰C before declining to 12. 3 ⁰C resulting in an intermediate spawning period length. Despite the 2012 yellow perch spawning period occurring two weeks earlier compared to 2009 and 2011, water temperatures at the start of spawning were within 1 ⁰C for all years, suggesting that temperature is a major determinate on yellow perch spawning behavior. My data suggested photoperiod did not influence yellow perch spawning activity in southern Lake Michigan despite the contrary findings of others (Hokanson 1977; Kolkovski & Dabrowski 1998; Hinshaw 2006). In hatcheries, reproduction of yellow perch were found to occur when ~ 12 h of light per day was reached (Kolkovski & Dabrowski 1998), while Kayes & Calbert (1979) found that wild yellow perch exposed to rising water temperatures from 2.5 to 9.0 – 13 ⁰C spawned simultaneously regardless of daylight that ranged between 10.5 and 13.5 h. Southern Lake Michigan has a photoperiod in May that is approximately 14 h. If a shorter photoperiod was responsible for triggering spawning, then, I might have expected spawning to occur as early as mid-March, which was not the case. The absence of spawning in March at the 12 h photoperiod length suggested that other factors must be met or are controlling spawning initiation. My findings add another small piece in our understanding of global warming and its influence on poikilothermic organisms, such as yellow perch. Should the temperature regime in Lake Michigan shift to favor shorter winters and longer summers, the specific influences on yellow perch are unknown. However, successful yellow perch reproduction requires a minimum winter chill period of < 10 ⁰C for 160 days to ensure proper gonadal 11 development and maturation (Hokanson 1977; Dabrowski et al. 1996). After spawning, yellow perch egg developmental period decreases with an increase in water temperature (Huff et al. 2004). Therefore, in regions where winter temperatures promote gonad maturation, warmer spring weather may extend yellow perch young-of-year growth through earlier spawning, shorter hatching times, and fewer physical abnormalities allowing for better survival to age 1 (Hokanson 1977; Huff et al. 2004). Conversely, warmer than normal winter temperatures in the southern ranges of the yellow perch, such as the Carolinas (Hinshaw 2006), could disrupt gonad development and potentially extirpate yellow perch from these areas. My results also suggest species such as yellow perch will have new environmental influences that must be recognized and monitored with the advent of global climate change (National Research Council 2001). Ultimately, global climate change may have a dual role in the ultimate fate of this fish, simultaneously limiting yellow perch populations in some regions and fortifying or promoting populations in others. References Bence, J.R., and K.D. Smith. 1999. An overview of recreational fisheries of the Great Lakes. Great Lakes fisheries and policy management: a binational perspective. 259-306. Brandt, S. B., D. M. Mason, D. B. McNeill, T. Coates, J. E. Gannon. 1987. Predation by alewives on larvae of yellow perch in Lake Ontario. Transactions of the American Fisheries Society. 116: 641-645. Brazo, D. C., P. I. Tack, C. R. Liston. 1975. Age, growth, and fecundity of yellow perch, Perca flavescens, in Lake Michigan near Ludington, Michigan. Transactions of the American Fisheries Society. 104: 726-730. Brown, T. G., B. Runciman, M. J. Bradford, and S. Pollard. 2009. A biological synopsis 12 of yellow perch (Perca flavescens). Canadian Manuscript Report of Fisheries and Aquatic Sciences 2883: v–28. Clapp, D. F., and J. M. Dettmers. 2004. Yellow perch research and management in Lake Michigan. Fisheries. 29-11: 11-19. Collingsworth, P. D. and E. A. Marschall. 2011. Identifying relationships between catches of spring condition yellow perch and environmental variables in the western basin of Lake Erie. Transactions of the American Fisheries Society. 140: 31-36. Dabrowski, K., R. E. Ciereszko, A. Ciereszko, G. P. Toth, S. A. Christ, D. El-Saidy, J. S. Ottobre. 1996. Reproductive physiology of yellow perch (Perca flavescens): environmental and endocrinological cues. Journal of Applied Ichthyology. 12: 139-148. Dettmers, J. M., M. J. Raffenberg, and A. K. Weis. 2003. Exploring zooplankton changes in southern Lake Michigan: implications for yellow perch recruitment. Journal of Great Lakes Research. 29-2: 355-364. Evans, M. S. 1986. Recent major declines in zooplankton population in the inshore regions of Lake Michigan: probable causes and implications. Canadian Journal of Fisheries and Aquatic Science. 43: 154-159 Eshenroder, R. L., M. E. Holey, T. K. Gorenflo, and R.D. Clark, Jr. 1995. Fishcommunity objectives for Lake Michigan. Great Lakes Fishery Commission Special Publication. 95-3: 1-56. Forney, J. L. 1971. Development of dominant year classes in a yellow perch population. Transactions of the American Fisheries Society. 100: 739-749. French (III), J. R. P., J. V. Adams, J, Craig, R. G. Stickel, S. J. Nichols, and G. W. Fleischer. 2007. Shell-free biomass and population dynamics of Dreissenids in offshore Lake Michigan, 2001-2003. Journal of Great Lakes Research. 33: 536545. Fulford, R. S., J. A. Rice, T. J. Miller, F. P. Binkowski, J. M. Dettmers, and B. Belonger. 2005. Foraging selectivity by larval yellow perch (Perca flavescens): implications for understanding recruitment in small and large lakes. Canadian Journal of Fisheries and Aquatic Science. 63: 28-42. Great Lakes CoastWatch (GLCW) NOAA. 2013. Great Lakes statistics. Available; http://coastwatch.glerl.noaa.gov/statistic/statistic.html. (March 2013). Headley, H. C., and T. E. Lauer. 2008. Density-dependent growth of yellow perch in 13 southern Lake Michigan, 1984-2004. North American Journal of Fisheries Management. 28: 57- 69. Hinshaw, J. M. 2006. Species profile yellow perch, Perca flavescens. South Regional Aquaculture Center Publication No. 7204. Hokanson, Kenneth E. N. 1977. Temperature requirements of some percids and adaptations to the seasonal temperature cycle. Journal of the Fisheries Research Board of Canada. 34: 1524-1550. Huff, D. D., G. Grad, C. E. Williamson. 2004. Environmental constraints on spawning depth of yellow perch: the roles of low temperature and high solar ultraviolet radiation. Transactions of the American Fisheries Society. 133: 718-726. Janssen, J., M.B. Berg, and S.J. Lozano. 2005. Submerged terra incognita: Lake Michigan’s abundant but unknown rocky zones. State of Lake Michigan: Ecology, Health, and Management. 113-139. Kayes, T. B., and H. E. Calbert. 1979. Effects of photoperiod and temperature on the spawning of yellow perch (Perca flavescens). Proceedings of the World Mariculture Society. 10: 306- 316. Kolkovski, S. and K. Dabrowski. 1998. Off-season spawning of yellow perch. The Progressive Fish-Culturist. 60: 133-136. Lauer T. E., J. C. Doll, P.J. Allen, B. Breidert, and J. Palla. 2008. Changes in yellow perch length frequencies and sex ratios following closure of the commercial fishery and reduction in sport bag limits in southern Lake Michigan. Fisheries Management and Ecology. 15: 39-47. Madenjian, C. P., G. L. Fahnenstiel, T. H. Johengen, T. F. Nalepa, H. A. Vanderploeg, G. W. Fleischer, P. J. Schneeberger, D. M. Benjamin, E. B. Smith, J. R. Bence, E. S. Rutherford, D. S. Lavis, D. M. Robertson, D. J. Jude, and M. P. Ebener. 2002. Dynamics of the Lake Michigan food web, 1970-2000. Canadian Journal of Fisheries and Aquatic Sciences. 59: 736-753. Marsden, J. E., and S. R. Robillard. 2004. Decline of yellow perch in southwestern Lake Michigan 1987-1997. North American journal of fisheries management. 24: 952966. NOAA National Climatic Data Center. 2013. State of the climate: overview for annual 2012. Available: http://www.ncdc.noaa.gov/sotc/national/2012/13#over. (March 2013). National Research Council. 2001. Climate change science: an analysis of some key 14 questions. The National Academies Press, Washington, DC. Available; http://www.nap.edu/catalog.php?record_id=10139. (March 2013) Robillard, S. R. and J. E. Marsden. 2001. Spawning substrate preferences of yellow perch along a sand-cobble shoreline in southwestern Lake Michigan. North American Journal of Fisheries Management. 21:208-215. Shroyer, S. M. and T. S. McComish. 2000. Relationship between alewife abundance and yellow perch recruitment in southern Lake Michigan. North American Journal of Fisheries Management. 20: 220-225. Smith, P. W. 1979. The Fishes of Illinois. University of Illinois Press, Chicago. Thomas, Nathan D. 2007. Trawl and gill net selectivity of yellow perch in southern Lake Michigan, 1993 – 2006. MS Thesis. Ball State University. Thorpe, J. E. 1977. Morphology, physiology, behavior, and ecology of Perca fluviatilis L. and P. flavescens Mitchill. Journal of the Fisheries Research Board of Canada. 34: 1504-1514. Treasurer, J. W., and F. G. T. Holliday. 1981. Some aspects of the reproductive biology of perch, Perca fluviatilis L. A histological description of the reproductive cycle. Journal of Fish Biology. 18: 359-376. Tsai, C. and G. R. Gibson. 1971. Fecundity of the yellow perch, Perca flavescens Mitchill, in the Patuxent River, Maryland. Chesapeake Science. 12(4): 270-274. United States Geological Survey (USGS). 2008. Commercial fish production – pounds and value, 2008 Lake Michigan U.S. waters. Available: http://www.glsc.usgs.gov/_files/cfreports/noaa08.txt. (July 2011). Wilberg, M. J., J. R. Bence, B. T. Eggold, D. Makauskas, D. F. Clapp. 2005. Yellow perch dynamics in southwestern Lake Michigan during 1986-2002. North American Journal of Fisheries Management. 25: 1130-1152. 15 Figures F 1 3 2 Figure 1. Loccations of yellow perch sampling s zonnes near Micchigan City (1), Burns Harbor H (2), an nd East Chiccago (3) in th he Indiana w waters of Lakke Michigann. 16 Females 1.0 Males 1.0 May 20 2009 May 23 0.8 0.8 0.6 0.6 0.4 0.4 0.2 0.2 0.0 0.0 1.0 1.0 June 8 May 26 2011 0.8 0.8 0.6 0.6 0.4 0.4 0.2 0.2 0.0 0.0 1.0 1.0 June 3 May 8 2012 0.8 0.8 0.6 0.6 0.4 0.4 0.2 0.2 0.0 0.0 April 1 April 20 M ay 10 M ay 30 June 19 June 29 July 19 April 1 April 20 M ay 10 M ay 30 June 19 June 29 July 19 Figure 2. Logistic spawning curves for female and male yellow perch collected from the Indiana waters of Lake Michigan in 2009, 2011, and 2012. The dashed line marks the point of peak spawn (50% spent). The date indicates the day at which peak spawn occurred. 17 20 Water Temperature (C) 18 2009 2011 2012 16 14 12 10 8 6 April 1 April 20 May 10 May 30 June 19 July 9 July 29 Figure 3. Lake Michigan mean bottom temperatures by day for 2009, 2011, and 2012. 18 b 16 Water Temperature (C) 14 a a 2009 2011 12 10 8 6 4 2 0 2012 Year Figure 4. Lake Michigan mean bottom temperature comparisons for the sampling period in 2009, 2011, and 2012. The 2009 and 2011 temperatures were statistically similar (a) while 2012 was higher (b). 19 Tables Table 1. Abundance of mature yellow perch captured in gill-nets fished in Lake Michigan during 2009, 2011, and 2012. Females Males Year Pre-spawn Post-spawn Pre-spawn Post-spawn 2012 12 638 34 24 2011 69 953 126 62 2009 178 785 208 85 Total 259 2292 368 164 Chapter 2: Pre- and post-spawn population demographics for yellow perch in the Indiana waters of Lake Michigan. Abstract – Yellow perch were collected from the Indiana waters of Lake Michigan in 2009, 2011, and 2012 to compare pre- and post-spawn fish demographics and determine whether differences were nonrandom. To identify differences in demographics, I compared pre- and post-spawn total abundance, CPUE, mean length, and sex ratios. Yellow perch were collected weekly from May – August at zones near Michigan City, Burns Harbor, and East Chicago. Fish were processed onshore where they were counted, measured, sexed, and maturity state was determined. Mean length and CPUE increased from pre-spawn to post-spawn for female yellow perch in all years while sex ratios shifted from predominantly male groups pre-spawn to predominantly female groups postspawn in all years. Collectively, these results suggested large female yellow perch were migrating into the Indiana waters after spawning. The increased number of yellow perch post-spawn indicates that the warm, relatively shallow Indiana waters may not be desirable spawning areas, but are attractive for other life history stages, and likely used for feeding post spawn. My findings suggest that these fish act as a single population not bound to political jurisdictions and that cooperative inter-state management of yellow perch in the southern basin of Lake Michigan must occur to best manage the fishery. Introduction Recreational and commercial anglers have pursued yellow perch, Perca flavescens, in Lake Michigan since the late 1800s (Eshenroder et al. 1995). Yellow perch were caught by recreational anglers at the highest rates in Lake Michigan in the 1980s and 1990s and continue to attract large numbers of anglers (Bence & Smith 1999). Prior to 1997, an extensive commercial fishery harvested more than 2 million pounds of yellow perch in some years from Lake Michigan (Baldwin et al. 2009). Unfortunately, exploitation likely exceeded sustainable levels in the 1980s and 1990s (Wilberg et al. 2005), and when coupled with recruitment failure (Marsden and Robillard 2004), declines in the existing population levels were observed. By 1997, these declines in yellow perch abundance had not reversed which lead to the closure of the commercial fishery and stricter harvest limits for the recreational fishery throughout most of Lake Michigan (Marsden & Robillard 2004; Wilberg et al. 2005). Although these management actions taken by the bordering state agencies were intended to enhance spawning stock biomass, increases failed to materialize and remained at less than 10% of 1980s levels (Wilberg et al. 2005). These findings intensified the need to investigate other possible causes of reproductive failure in Lake Michigan, specifically those factors that are influencing early life history of yellow perch. Three distinct stocks or populations of yellow perch likely occur in Lake Michigan and include the southern basin of Lake Michigan, northern basin of Lake Michigan, and Green Bay (Marsden et al. 1993; Miller 2003; Clapp & Dettmers 2004; Glover et al. 2008). Yellow perch spawning groups in the southern basin of Lake 22 Michigan are a genetically distinct and homogenous population that is separate from Green Bay (Miller 2003). This distinction was also shown using tagged yellow perch, where movement was noted up to 101 km; however, no southern basin tagged fish were recovered in the northern basin suggesting movement between northern and southern regions of the lake was minimal (Glover et al. 2008). Finally, Beletsky et al. (2007) used settlement models driven by currents to document larval fish movement away from natal spawning areas in the southwestern portion of the lake to the entire southern basin. Adult yellow perch have spawning site fidelity in southern Lake Michigan, with 35-80% of fish returning to their location of capture (Glover et al. 2008). Similarly, Marsden et al. (1993) documented yellow perch returning to tagging sites annually for spawning in Illinois waters of Lake Michigan, but moving great distances throughout the southern basin during summer and fall. Thus, yellow perch behavior along with the physical attributes of the lake show that seasonal differences exist in habitat usage, yet multiple stocks exist within the lake that are separate and distinct. This segregation of lake-wide stocks must be acknowledged for successful evaluation and management of the resource (Clapp & Dettmers 2004). Spawning habits of yellow perch in Lake Michigan have been poorly studied in contrast with smaller lakes (Smith 1979; Krieger et al. 1983; Robillard & Marsden 2001; Mangan 2004; Brown et al. 2009). Typical spawning substrates, such as aquatic macrophytes and woody debris are not present in Lake Michigan (Robillard & Marsden 2001), and heavy currents during storm events make shallow waters (< 5 m) unsuitable for spawning activity (Smith 1979; Krieger et al. 1983). Clady and Hutchinson (1975) 23 documented large numbers of yellow perch eggs washed ashore in unprotected shorelines in Oneida Lake, New York indicting the susceptibility of yellow perch eggs to rough waters. These habitat limitations demand that successful yellow perch spawning must occur in deeper waters (> 5 m) over solid substrates such as cobble, rock, and riprap (Smith 1979; Dorr 1982; Robillard & Marsden 2001). Unfortunately, rocky substrates are not present in all areas of the lake, and not in the shallow sandy shore of southern Lake Michigan (Dorr 1982; Robillard & Marsden 2001; Janssen et al. 2005; Walters 2010). Suitable spawning habitat is essential to the recruitment of yellow perch (Mangan 2004), but the extent of this habitat in the Indiana waters is at best, limited (Glover et al. 2008). My goal for this study was to determine which variables in the Indiana waters of Lake Michigan influence yellow perch life history and spawning activity. My first objective was to identify whether pre- and post-spawn yellow perch groups differed in the Indiana waters of Lake Michigan using population demographics (abundance, sex ratios, mean length, and catch-per-unit-effort). My second objective was to determine whether demographic results were consistent among 2009, 2011, and 2012. I hypothesized that pre- and post-spawn group demography would be non-random and that differences would be consistent among all sampling years. If pre- and post-spawn demography differed, then two distinct groups of the same population are present in Indiana waters before and after spawning. Identifying these distinctions will aid management efforts and facilitate our understanding of yellow perch in this large and complex ecosystem. 24 Methods Study site- Lake Michigan is the 5th largest lake in the world with a volume of 4,918 km3 and a maximum depth of 281 m and is bordered by Indiana, Illinois, Michigan, and Wisconsin. My sampling occurred in the Indiana waters of southern Lake Michigan, which are relatively shallow (< 20 m) and have a predominantly sand substrate (Janssen et al. 2005; Walters 2010). Yellow perch sampling was located in zones within the Indiana waters near East Chicago, Burns Harbor, and Michigan City (Figure 1). Field methods- Yellow perch were collected in 2009, 2011, and 2012. In 2009, samples were collected daily from May 4th to June 4th and then once per week after June 4th until the yellow perch population reached 100% spent (Walters 2010). In 2011, samples were collected twice a week from May 10th to June 20th and then once per week from June 20th to August 1st. In 2012, samples were collected on April 13th and 14th in response to perceived early season warming of lake waters and anecdotal observations. Twice weekly sampling resumed from May 1st to June 21st, and then once per week until July 31st. Each sampling zone was 12 km long and was divided into 12 equal sampling frames. Daily sampling meant taking three samples, one from each zone. Within each zone, one sampling frame was selected randomly on any given day using a random number generator. Sampling was occasionally altered (typically delayed) due to inclement weather. Yellow perch were collected using gill nets that were experimental in design containing nine, 15.2 m panels of repeating 51, 64, and 76 mm stretch-mesh for a total 25 length of 137 m and depth of 1.8 m. These mesh sizes effectively collect mature yellow perch > 175 mm that were required for my study (Thomas 2007). Gill nets were fished parallel to shore at a depth contour between 5 and 20 m based on previous catch rates and water temperatures, set before sunset and soaked overnight for ~ 12 hours. The following morning, yellow perch were removed from the net, immediately placed on ice, and then transported to the Indiana DNR field station in Michigan City, IN. Onshore, yellow perch were counted, measured (total length, mm), weighed (g), and sexed. Maturity state was determined and classified using a modified gonad stage index that included gravid, running, and spent categories (Treasurer & Holliday 1981). Statistical methods- Data were collected from three zones in the Indiana waters of Lake Michigan and pooled for all subsequent analyses. To determine whether differences existed among sites before data combination I used a generalized linear model (SPSS 19.0) to create a multiple regression model with total abundance as the response variable and zone, sex, maturity (pre- or post-spawn) and interactions as predictors. The model allowed me to identify differences in zones based on total abundances of female and male yellow perch during pre- or post-spawn seasons for each year. I was interested in whether female and male CPUE differed between pre-spawn and post-spawn periods across the three years of sampling. I used multiple regression through a generalized linear model function with CPUE as the response variable and maturity (pre- or post-spawn), year, sex, and interactions as predictors (SPSS 19.0). The model allowed me to identify which predictors were significantly correlated with CPUE and significance was determined using a Likelihood ratio test statistic. Because pre- and 26 post-spawn fish were collected simultaneously in gill nets, yellow perch CPUE had to be calculated separately for these two classifications. This was accomplished by separating pre-spawn and post-spawn fish into two groups and then separating females and males. I was then left with CPUE values that represented the number of pre- or post-spawn female and male fish collected in each net. Mean differences in total length of pre- and post-spawn yellow perch were compared to determine whether differences existed within and among sampling years. I used a generalized linear model function (SPSS 19.0) to create a multiple regression model using total length as the response variable and sex, maturity (pre- or post-spawn), year, and the interactions as predictors. To account for yellow perch growth over the sampling period, 7 mm was subtracted from the mean total length of post-spawn females and 5 mm was subtracted from the mean total length of post-spawn males following Walters (2010). This adjustment in total length was conservative (likely overestimating growth) which attempted to statistically eliminate or minimize the confounding effect of growth that occurred during the ~ 8 week period when most fish were collected. The choice of length subtracted by sex was based on historic growth rate data for yellow perch in Lake Michigan (see Headley and Lauer 2008). A post hoc Fisher’s least significant difference pairwise comparison determined differences among factors. A change in mean total length for pre- and post-spawn groups would indicate that different groups of yellow perch were present before and after the spawn. Lastly, I was interested in whether differences in sex ratios were present in the pre- and post-spawn groups of yellow perch and whether differences were similar among 27 2009, 2011, and 2012. I used the generalized linear model function (SPSS 19.0) to create a logistic regression model with a binomial response variable (sex) and maturity (pre- or post-spawn), year, and maturity* year interactions as predictors (SPSS 19.0). Effects of model predictors were evaluated using a Wald chi-square test statistic. Changes in sex ratios would suggest that immigration, emigration, or differential mortality was occurring between pre- and post-spawn periods each year. Alpha was set at 0.05 for all tests of significance. Results A total of 3083 yellow perch was collected from the Indiana waters of Lake Michigan during 2009, 2011, and 2012 (Table 1). Female fish (N = 2551) comprised 83% of the total and ranged in total length (by year) from 166 to 355 mm (2009), 132 to 369 mm (2011), and 146 to 360 mm (2012). Male yellow perch (N = 532) ranged in total length (by year) from 160 to 325 mm (2009), 127 to 315 mm (2011), and 96 to 301 mm (2012). Ten percent of mature females and 70% of mature males were not spent and were considered pre-spawn (Table 1). Initial total abundance comparisons among zones using multiple regression found no differences between the Michigan City zone and the Burns Harbor zone (P = 0.718); however, the East Chicago zone had lower abundance and was ~ 13% of the total abundance of Michigan City and Burns Harbor (P < 0.001). Despite the lower total abundance of yellow perch at East Chicago, post-spawn increases in female abundance and decreases in male abundance continued to occur, mimicking the trends in the other 28 two zones. These results and the goal of my study, to evaluate the Indiana waters as a whole, indicated data from all zones could be pooled for analysis. Yellow perch pre-spawn CPUE was about one third of post-spawn CPUE for all years combined (Table 2) but total CPUE did not vary among years (Table 2). More female yellow perch were collected than male yellow perch but the proportion of female and male fish remained constant among all years and between pre- and post-spawn seasons (Table 2). Female yellow perch CPUE was significantly lower pre-spawn (reference) compared to post-spawn and post hoc comparisons revealed that CPUE (mean ± SE) for pre-spawn female yellow perch was an order of magnitude lower (3.0 ± 4.2) for 107 net sets compared to post-spawn female CPUE (29.0 ± 3.2) for 123 net sets. While male CPUE appeared to be higher pre-spawn (6.7 ± 4.0) than post-spawn (4.1 ± 4.6), post hoc comparisons revealed these differences were not significant (P = 0.662). Pre- and post-spawn yellow perch were not present in all net sets, resulting in unequal numbers of samples. Yellow perch female lengths were greater than male lengths in all years (Table 3). Female mean length for all years combined was 242.2 ± 1.7 mm; however, female lengths in 2009 were ~ 10 mm smaller than female lengths in 2011 and 2012. Despite differences in 2009 female lengths, an increase in length was seen for female yellow perch from pre-spawn to post-spawn seasons in all years (Table 3). Post hoc comparisons revealed length (mean ± SE) for female yellow perch increased from 231.5 ± 3.2 mm prespawn to 252.8 ± 0.8 mm post-spawn Table 3). Male yellow perch lengths were similar 29 among years and post hoc comparisons determined there were not significant changes from 217.2 ± 2.4 mm pre-spawn to 221.1 ± 3.1 mm post spawn (Table 3). Female yellow perch comprised 35% of the total pre-spawn abundance and 94% of the total post-spawn abundance for all years combined. However, the total proportion of female yellow perch collected in each year (~ 75%) did not vary among years (Table 5). Yellow perch sex ratios were skewed towards fewer females in the pre-spawn period for all years (2009, 29%; 2011, 35%; 2012, 26%) when compared to the post-spawn period (2009, 82%; 2011, 94%; 2012, 96%) and these differences were significant in all years (Table 5). Discussion As hypothesized, yellow perch group demographics changed between pre- and post-spawn periods in the Indiana waters of Lake Michigan all years sampled. The total and relative (CPUE) number of female yellow perch and mean length increased from preto post-spawn in all years. Male abundance decreased from pre- to post-spawn in all years, while no differences in total lengths were observed (Table 1). The change in demographics suggests post-spawning immigration of female yellow perch into the Indiana waters is occurring. Movement of yellow perch into the Indiana waters is not unusual as indicated by tagging and genetic studies (Marsden et al. 1993; Miller 2003; Glover et al. 2008). This movement throughout the southern basin allows for seasonal usage of different regions (habitats) within the basin. Adult yellow perch will move distances over 100 km and larval yellow perch have the potential to recruit anywhere in the southern Lake Michigan basin from spawning grounds in southwestern Lake 30 Michigan (Marsden et al. 1993; Beletsky et al. 2007; Glover et al. 2008). Thus, suitable spawning areas could be distant from locations where seasonal foraging occurs. My results indicate distinctly different groups of the same population of yellow perch are residing in the Indiana waters of Lake Michigan before and after the spawn. A failure to identify few pre-spawn females in the Indiana portion of Lake Michigan implies that suitable spawning habitat in these waters is limited at best. The substrates in the Indiana waters of Lake Michigan are primarily sand and offer little protection from strong currents and wave activity which can destroy eggs on unprotected shorelines (Clady & Hutchinson 1975; Janssen et al. 2005; Walters 2010). In 2010, few larval yellow perch were collected throughout the Indiana waters (Rounds 2011), while simultaneous scuba and video observations failed to locate yellow perch egg skeins at these same locations (Walters 2010). However, in nearby Illinois waters of Lake Michigan where typical substrates include rock, cobble, and glacial boulders, yellow perch spawning has been documented (Marsden et al. 1993; Janssen et al. 2005; Glover et al. 2008). Further, Robillard and Marsden (2001) showed higher densities of yellow perch prepared to or engaged in spawning in areas dominated by cobble substrates compared to sand substrates in Lake Michigan near Lake Bluff, IL. Thus, limited spawning habitat, few spawning adult yellow perch, absence of egg skeins, and few larval yellow perch all support the same conclusion: spawning of yellow perch in the Indiana portion of Lake Michigan is minimal or non-existent. The Indiana waters of Lake Michigan appear to be well suited foraging grounds for yellow perch because of the relatively warm, shallow waters preferred by yellow 31 perch in this area (Rydell et al. 2010). Growth for yellow perch begins after spawning and requires high energy intake (Henderson et al. 2000; Collingsworth & Marschall 2011). Large amounts of forage fish are available in the Indiana waters and are commonly eaten by adult yellow perch immediately following spawning (Truemper & Lauer 2005; Forsythe et al. 2012). Additionally, Indiana commercial fishermen have historically harvested a disproportionally high number of yellow perch based on area of lake further supporting high use of Indiana waters by yellow perch (Baldwin et al. 2009). Yellow perch grew larger in their first year of life in the Indiana waters of Lake Michigan compared to other areas of the lake (Horns 2001), further suggesting that Indiana waters are more productive feeding grounds during a time of high energy need. Habitat use by pre-spawn male yellow perch does not appear to follow patterns exhibited by female yellow perch. Although male pre- and post-spawn CPUE were statistically similar, total abundance was greater pre-spawn compared to post-spawn during each sampling year (Table 1) and corresponds with Dorr (1982) who showed that male yellow perch congregate in shallow waters (6-12 m) before spawning and disperse afterwards. While little spawning appears to be occurring in the Indiana waters, local male yellow perch are likely grouping and moving into my sampling areas with the perceived spawning season. Low male seasonal abundance when compared to females indicates that proportionally few male yellow perch reside in Indiana waters and is consistent with historic annual trends (Lauer & Doll 2012). The absence of large numbers of male yellow perch further indicates spawning is limited or non-existent in the Indiana waters. 32 Management implications - Yellow perch spawning behavior and movement in the Indiana waters of Lake Michigan provides further evidence that the southern basin of Lake Michigan must be managed cooperatively among bordering state agencies (Clapp & Dettmers 2004; Glover et al. 2008). My results indicate females and males are behaving separately in the spring and early summer, likely associated with spawning activity that extends into the neighboring political jurisdictions. These yellow perch have varying angler pressures among bordering states and combined fishing mortality for the yellow perch population could have a greater effect than previously determined (Wilberg et al. 2005; Makauskas & Clapp 2009). Further, habitat limitations in southern Lake Michigan should encourage protection of known spawning sites in southwestern Lake Michigan to increase yellow perch spawning stock biomass (Marsden et al. 1993; Wilberg et al. 2005; Glover et al. 2008). It appears that the Indiana waters of Lake Michigan serve as feeding grounds after spawning for yellow perch; however, little reproduction occurs in Indiana waters. Identification of other habitat limitations for yellow perch in the southern basin of Lake Michigan is essential for improving management and recovery of this fish population. References Baldwin, N. A., R. W. Saalfeld, M. R. Dochoda, H. J. Buettner, and R. L. Eshenroder. 2009. Commercial fish production in the Great Lakes 1867-2006. (online). http://www.glfc.org/databases/commercial/commerc.php. Beletsky, D., D. M. Mason, D. J. Schwab, E.S. Rutherford, J. Janssen, D. F. Clapp, and J. M. Dettmers. 2007. Biophysical model of larval yellow perch advection and settlement in Lake Michigan. Journal of Great Lakes Research. 33: 842-866. Bence, J.R., and K.D. Smith. 1999. An overview of recreational fisheries of the Great Lakes. Great Lakes fisheries and policy management: a binational perspective. 33 259-306. Brown, T. G., B. Runciman, M. J. Bradford, and S. Pollard. 2009. A biological synopsis of yellow perch (Perca flavescens). Canadian Manuscript Report of Fisheries and Aquatic Sciences 2883: v–28. Clady, M. and B. Hutchinson. 1975. Effect of high winds on eggs of yellow perch, Perca flavescens, in Oneida Lake, New York. Transactions of the American Fisheries Society. 104(3): 524-525. Clapp, D. F., and J. M. Dettmers. 2004. Yellow perch research and management in Lake Michigan. Fisheries. 29-11: 11-19. Collingsworth, P. D. and E. A. Marschall. 2011. Identifying relationships between catches of spring condition yellow perch and environmental variables in the western basin of Lake Erie. Transactions of the American Fisheries Society. 140: 31-36. Dorr, J. A. III. 1982. Substrate and other environmental factors in reproduction of the yellow perch (Perca flavescens). Doctoral dissertation. University of Michigan, Ann Arbor. Eshenroder, R. L., M. E. Holey, T. K. Gorenflo, and R.D. Clark, Jr. 1995. Fishcommunity objectives for Lake Michigan. Great Lakes Fishery Commission Special Publication. 95-3: 1-56. Forsythe, P. S., J. C. Doll, and T. E. Lauer. 2012. Abiotic and biotic correlates of yellow perch recruitment to age-2 in southern Lake Michigan, 1984-2007. Fisheries Management and Ecology. 19: 389-399. Glover, D. C., L. M. Dettmers, D. H. Wahl, and D. F. Clapp. 2008. Yellow perch (Perca flavescens) stock structure in Lake Michigan: an analysis using mark-recapture data. Canadian Journal of Fisheries and Aquatic Science. 65: 1919-1930. Headley, H. C., and T. E. Lauer. 2008. Density-dependent growth of yellow perch in southern Lake Michigan, 1984-2004. North American Journal of Fisheries Management. 28: 57-69. Henderson, B. A., T. Trivedi, and N. Collins. 2000. Annual cycle of energy allocation to growth and reproduction of yellow perch. Journal of Fish Biology. 57: 122-133. Horns, W. H. 2001. Spatial and temporal variation in length at age and condition of yellow perch in southern Lake Michigan during 1986-1988. North American Journal of Fisheries Management. 21: 580-591. 34 Janssen, J., M.B. Berg, and S.J. Lozano. 2005. Submerged terra incognita: Lake Michigan’s abundant but unknown rocky zones. State of Lake Michigan: Ecology, Health, and Management. 113-139. Krieger, D. A., J. W. Terrell, and P. C. Nelsen. 1983. Habitat suitability information: Yellow perch. U.S. Fish Wildlife Service. FWS/OBS-83/10. 55: 1-37. Lauer, T. E. and J. C. Doll. 2012. Dynamics and models of the yellow perch in Indiana waters of Lake Michigan and near-shore fish community characteristics. Final report. Indiana Department of Natural Resources, Division of Fish and Wildlife. 1-93. Lauer T. E., J. C. Doll, P.J. Allen, B. Breidert, and J. Palla. 2008. Changes in yellow perch length frequencies and sex ratios following closure of the commercial fishery and reduction in sport bag limits in southern Lake Michigan. Fisheries Management and Ecology. 15: 39-47. Lauer, T. E., S. M. Shroyer, J. M. Kilpatrick, T. S. McComish, and P. L. Allen. 2005. Yellow perch length-fecundity and length-egg size relationships in Indiana waters of Lake Michigan. North American Journal of Fisheries Management. 25: 791-796. Makauskas, D. and D. Clapp. 2010. Status of yellow perch in Lake Michigan 2009. Yellow Perch Task Group, Progress Report. 1-19. Mangan, M. T. 2004. Yellow perch production and harvest strategies for semi-permanent wetlands in eastern South Dakota. MS thesis. South Dakota State University. Marsden, J. E., and S. R. Robillard. 2004. Decline of yellow perch in southwestern Lake Michigan 1987-1997. North American journal of fisheries management. 24: 952966. Marsden, J. E., W. A. Brofka, D. B. Makauskas, and W. H. Horns. 1993. Yellow perch supply and life history. Illinois Natural History Survey. 1-54. Miller, L. M. 2003. Microsatellite DNA loci reveal genetic structure of yellow perch in Lake Michigan. Transactions of the American Fisheries Society. 32: 503-513. Robillard, S. R. and J. E. Marsden. 2001. Spawning substrate preferences of yellow perch along a sand-cobble shoreline in southwestern Lake Michigan. North American Journal of Fisheries Management. 21:208-215. Rounds, K. D. 2011. The dynamics of larval fish demographics in nearshore southern Lake Michigan. MS Thesis. Ball State University. 35 Rydell, J. J., T. E. Lauer, and P. S. Forsythe. 2010. The influence of abiotic factors on gillnet catch rates of yellow perch in southern Lake Michigan, 1989-2006. Fisheries Management and Ecology. 17:284-290. Smith, P. W. 1979. The Fishes of Illinois. University of Illinois Press, Chicago. Thomas, Nathan D. 2007. Trawl and gill net selectivity of yellow perch in southern Lake Michigan, 1993 – 2006. MS Thesis. Ball State University. Treasurer, J. W., and F. G. T. Holliday. 1981. Some aspects of the reproductive biology of perch, Perca fluviatilis L. A histological description of the reproductive cycle. Journal of Fish Biology. 18: 359-376. Truemper, H. A., and T. E. Lauer. 2005. Gape limitation and piscine prey size-selection by yellow perch in the extreme southern area of Lake Michigan with emphasis on two exotic prey items. Journal of Fish Biology. 66: 135-149. Walters, J. 2010. Yellow perch Perca flavescens gonadal development and spawning in the Indiana portion of Lake Michigan during 2009. MS thesis. Ball State University. Wilberg, M. J., J. R. Bence, B. T. Eggold, D. Makauskas, D. F. Clapp. 2005. Yellow perch Dynamics in southwestern Lake Michigan during 1986-2002. North American Journal of Fisheries Management. 25: 1130-1152. 36 Figures F 1 3 2 s zonnes Michigaan City (1), B Burns Harboor (2), Figure 1. Loccations of yellow perch sampling nd East Chiccago (3) in th he Indiana waters w of Lakke Michigann. an 37 Tables Table 1. Yellow perch gill net collection abundance from the Indiana waters of Lake Michigan for 2009, 2011, and 2012. Females Males Year Pre-spawn Post-spawn Pre-spawn Post-spawn 2009 178 785 208 85 2011 69 953 126 62 2012 12 638 34 24 Total 259 2292 368 164 38 Table 2. Results of the multiple regression model for yellow perch collected within the Indiana waters of Lake Michigan in 2009, 2011, and 2012 with CPUE as the response variable. Source df Likelihood ratio P - value Intercept 1 26.312 < 0.001 Maturity 1 7.706 0.006 Sex 1 7.109 0.008 Year 2 1.96 0.375 Sex *Year 2 0.473 0.789 Maturity *Sex 1 11.32 0.001 Maturity * Year 2 0.759 0.684 Maturity *Year *Sex 2 0.758 0.684 39 Table 3. Mean length ± SE of yellow perch collected in the Indiana waters of Lake Michigan in 2009, 2011, and 2012. Females Males Year Pre-spawn Post-spawn Pre-spawn Post-spawn 2009 225 ± 2.7 246 ± 1.3 220 ± 2.5 220 ± 4.0 2011 238 ± 4.4 254 ± 1.2 219 ± 3.3 220 ± 4.5 2012 239 ± 10.6 259 ± 1.4 210 ± 6.3 227 ± 7.5 40 Table 4. Results of the multiple regression model for yellow perch collected in the Indiana waters of Lake Michigan in 2009, 2011, and 2012 with the response variable (length) and corresponding P-values for each predictor. Source df Likelihood ratio P - value Intercept 1 7067.129 < 0.001 Maturity 1 18.337 < 0.001 Sex 1 70.625 < 0.001 Year 2 6.051 0.049 Sex* Year 2 7.444 0.024 Maturity* Sex 1 5.448 0.020 Maturity* Year 2 1.457 0.478 41 Table 5. Results of the logistic regression for yellow perch collected in the Indiana waters of Lake Michigan in 2009, 2011, and 2012. Source df Wald chi-square P - value Intercept 1 189.122 < 0.001 Maturity 1 459.732 < 0.001 Year 2 0.191 0.909 Maturity* Year 2 29.246 < 0.001