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Resting Stages and the Population Dynamics of Harmful Algae in ...

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(Baker et al., 2007). It was discoveredthat P. parvum have <strong>the</strong> ability to deploya poison that paralyzes prey, prevents graz<strong>in</strong>g, <strong>and</strong> reduces competition especiallydur<strong>in</strong>g nutrient limited environments (Tillman, 2003; Roelke et al., 2007;Graneli et al., 2008; Brooks et al., 2010). This poison was found to be not one,but multiple poisons that are released simultaneously whose chemical structureshave yet to be clearly def<strong>in</strong>ed (Igarashi et al., 1999). These tox<strong>in</strong>s can have verypotent effects on non-planktonic species, especially fish, caus<strong>in</strong>g massive fishkills number<strong>in</strong>g over 30 million <strong>in</strong> total (Southard et al., 2010). Toxic eventsdur<strong>in</strong>g w<strong>in</strong>ter may be especially severe s<strong>in</strong>ce temperature <strong>and</strong> sal<strong>in</strong>ity are farfrom optimal for P. parvum, which appears to enhance its toxicity (Baker etal. 2007, 2009). P. parvum have also shown that, dur<strong>in</strong>g certa<strong>in</strong> stressful conditions,it can assume a markedly reduced metabolic state. In this paper thisstate is referred to as <strong>the</strong> non-motile state, which may possibly be a cyst formation(Green et al., 1982). Therefore, for analytical purposes, we assume thatthis non-motile state has negligible rates <strong>of</strong> reproduction, nutrient consumption,tox<strong>in</strong> release, <strong>and</strong> mean<strong>in</strong>gful movement compared to those <strong>of</strong> <strong>the</strong> active, motilestate. Thus, a better underst<strong>and</strong><strong>in</strong>g <strong>of</strong> this non-motile state may shed light onharmful algal bloom cycles <strong>and</strong> environment-dependent tox<strong>in</strong> release <strong>of</strong> <strong>the</strong> P.parvum algae.It has been established that <strong>the</strong> success <strong>of</strong> a newly <strong>in</strong>troduced organismdepends on its ability to reproduce successfully. S<strong>in</strong>ce environmental factorsplay a large role <strong>in</strong> P. parvum bloom dynamics, our study attempts to modelcerta<strong>in</strong> environments to observe motile <strong>and</strong> non-motile cell transitions. The twoenvironments used for <strong>the</strong> model are batch <strong>and</strong> chemostat cultures. The batchculture allows an organism to be isolated <strong>in</strong> a controlled environment with alimited source <strong>of</strong> a specific nutrient. S<strong>in</strong>ce <strong>the</strong> batch is a closed system, neworganisms <strong>and</strong> nutrient cannot be added. The chemostat model was establishedto show <strong>the</strong> rate <strong>of</strong> successful multiplication <strong>of</strong> a newly <strong>in</strong>troduced organism<strong>in</strong> an open system (Powell, 1965). Fur<strong>the</strong>r, this chemostat model <strong>in</strong>cludes adilution <strong>of</strong> a vessel <strong>in</strong> which both cell <strong>and</strong> nutrient populations are <strong>in</strong>troduced<strong>and</strong> evacuated <strong>in</strong> equal amounts (Monod, 1950; Johansson <strong>and</strong> Graneli, 1999).We have proposed a <strong>the</strong>oretical model that can demonstrate <strong>the</strong> impact <strong>of</strong> cellconversion rates on population dynamics.2 Batch Culture ModelThe batchculture model uses<strong>the</strong> variables<strong>and</strong> parameterslisted <strong>in</strong> Table1. Werepresent <strong>the</strong> population dynamics by <strong>the</strong> follow<strong>in</strong>g three differential equations:2

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