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| The '''Allee effect''' is a phenomenon in [[biology]] characterized by a positive correlation between population size or density and the mean individual [[fitness (biology)|fitness]] (often measured as ''[[per capita]]'' [[population growth rate]]) of a population or species.<ref name=book1>{{Cite book |author=Courchamp F, Berec J, Gascoigne J |year=2008 |title=Allee effects in ecology and conservation |publisher=Oxford University Press |location=Oxford, New York, USA}}</ref>
| | == 'Fortunately offer treasures within ethnic groups == |
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| ==History and background==
| | Relieved.<br><br>'I was almost to kill this Luofeng.' That blood next days, the Venerable snow white hair was full of red-eyed fright, 'too, began to show the strength of a Luo Feng [http://www.nrcil.net/fancybox/lib/rakuten_LV_39.html ルイヴィトン バッグ 価格] actually just a tiny bit, [http://www.nrcil.net/fancybox/lib/rakuten_LV_98.html ルイヴィトン アクセサリー] simply hide strength! Later outbreak strength, it is in the main level of the universe! '<br><br>'sinister!'<br><br>'too sinister, that knife ...... I can not dodge fast, I could not resist the strong, mysterious and unfathomable it is, I do not see through. absolutely Arcane Lord of the universe, but [http://www.nrcil.net/fancybox/lib/rakuten_LV_48.html ルイヴィトン 肩掛けバッグ] the universe of fear is the main study Arcane pole which Arcane, etc., only the [http://www.nrcil.net/fancybox/lib/rakuten_LV_7.html ルイヴィトン 中古 バッグ] Lord of the [http://www.nrcil.net/fancybox/lib/rakuten_LV_40.html ルイヴィトン ダミエ バッグ] universe to create. and only master of the universe to make me hurt! this 罗峰成 as Lord of the universe, did not have [http://www.nrcil.net/fancybox/lib/rakuten_LV_15.html ルイヴィトン サイフ] to hide open! 'days, His Holiness is [http://www.nrcil.net/fancybox/lib/rakuten_LV_38.html ルイヴィトン デニム] both nervous and excited.<br><br>'Fortunately offer treasures within ethnic groups, while in exchange for treasure, I chose the 'white needles', rather than the top treasure armor.' Venerable days, secretly [http://www.nrcil.net/fancybox/lib/rakuten_LV_136.html ルイヴィトン 通販] feeling, as the top |
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| Although the concept of Allee effect had no title at the time, it was first described in the 1930s by its namesake, [[Warder Clyde Allee]]. Through experimental studies, Allee was able to demonstrate that goldfish grow more rapidly when there are more individuals within the tank.<ref>{{Cite journal |author=Allee WC, Bowen E |year=1932 |title=Studies in animal aggregations: mass protection against colloidal silver among goldfishes |journal=Journal of Experimental Zoology |volume=61 |pages=185–207 |doi=10.1002/jez.1400610202 |issue=2}}</ref> This led him to conclude that aggregation can improve the survival rate of individuals, and that cooperation may be crucial in the overall evolution of social structure. The introduction to the term "Allee principle" took place in the 1950s, a time when the field of ecology was heavily focused on the role of competition among and within species.<ref name=book1 /><ref>{{Cite book |author=Odum EP |year=1953 |title=Fundamentals of Ecology |publisher=Saunders |location=Philadelphia, Pennsylvania, USA}}</ref> The classical view of population dynamics stated that due to competition for resources, a population will experience a reduced overall growth rate at higher density and increased growth rate at lower density. In other words, we would be better off when there are fewer of us around due to a limited amount of resources (see [[Logistic_function#In_ecology:_modeling_population_growth|logistic growth]]). However, the Allee effect concept introduced the idea that the reverse holds true when the population density is low. Individuals within a species generally require the assistance of another for more than simple reproductive reasons in order to persist. Examples of these can easily be seen in animals that hunt for prey or defend against predators as a group.
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| ==Definition==
| | <li>[http://www.drito-office.jp/cgi-bin/honey.cgi http://www.drito-office.jp/cgi-bin/honey.cgi]</li> |
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| The generally accepted definition of Allee effect is positive density dependence, or the positive correlation between population density and individual fitness. It can sometimes be referred to as "undercrowding" and it is analogous (or considered synonymous by some) to "[[depensation]]" in the field of [[fishery science]]s.<ref name=book1 /><ref>{{Cite journal |author=Stephens PA, Sutherland WJ, Freckleton RP |year=1999 |title=What is the Allee effect? |journal=Oikos |volume=87 |pages=185–190 |doi=10.2307/3547011}}</ref> Listed below are a few significant subcategories of Allee effect used in the ecology literature.
| | <li>[http://ew.sanuki.ne.jp/shizuka/cgi-bin/yybbs/yyregi.cgi http://ew.sanuki.ne.jp/shizuka/cgi-bin/yybbs/yyregi.cgi]</li> |
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| ===Component vs. demographic Allee effects===
| | <li>[http://mycollege.co.za/blogs/post/96354 http://mycollege.co.za/blogs/post/96354]</li> |
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| ;Component Allee effect: is the positive relationship between any measurable component of individual fitness and population density.
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| ;Demographic Allee effect: is the positive relationship between the overall individual fitness and population density.
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| The distinction between the two terms lies on the scale of the Allee effect: the presence of a demographic Allee effect suggests the presence of at least one component Allee effect, while the presence of a component Allee effect does not necessarily result in a demographic Allee effect. For example, cooperative hunting and the ability to more easily find mates are both component Allee effects, as they influence individual fitness of the species. At low population density, these component Allee effects would add up to produce an overall demographic Allee effect (increased fitness with higher population density). However, when population density reaches a high number, negative density dependence often offsets the component Allee effects through resource competition, thus erasing the demographic Allee effect.<ref name=kramer>{{Cite journal |author=Kramer AM, Dennis B, Liebhold AM, Drake JM |year=2009 |title=The evidence for Allee effects |journal=Population Ecology |volume=51 |pages=341–354 |doi=10.1007/s10144-009-0152-6 |issue=3}}</ref> It is important to note that Allee effects might occur even at high population density for some species.<ref name=book1 />
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| ===Strong vs. weak Allee effects===
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| [[File:A graph showing the difference between strong and weak Allee effects.svg|thumb|right|Allee effects are classified by the nature of density dependence at low densities. If the population shrinks for low densities, there is a strong Allee effect. If the proliferation rate is positive and increasing then there is a weak Allee effect. The null hypothesis is that proliferation rates are positive but decreasing at low densities.]]
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| ;Strong Allee effect: is a demographic Allee effect with a critical population size or density
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| ;Weak Allee effect: is a demographic Allee effect without a critical population size or density
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| The distinction between the two terms lies on whether or not the population exhibits a [[extinction threshold|critical population size or density]]. A population exhibiting a weak Allee effect will possess a reduced per capita growth rate (directly related to individual fitness of the population) at lower population density or size. However, even at this low population size or density, the population will always exhibit a positive per capita growth rate. Meanwhile, a population exhibiting a strong Allee effect will have a critical population size or density under which will the population growth rate becomes negative. Therefore, when the population density or size hits a number below this threshold, the population will be destined for extinction without any further aid. A strong Allee effect is often easier to demonstrate empirically using a time series data, as one can pinpoint the population size or density in which per capita growth rate becomes negative.<ref name=book1 />
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| ==Mechanisms==
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| Due to its definition as the positive correlation between population density and average fitness, the mechanisms for which an Allee effect arises are therefore inherently tied to survival and reproduction. In general, these Allee effect mechanisms arise from cooperation or facilitation among individuals in the species. Examples of such cooperative behaviors include better mate finding, environmental conditioning, and group defense against predators. As these mechanisms are more easily observable in the field, they tend to be more commonly associated with the Allee effect concept. Nevertheless, mechanisms of Allee effect that are less conspicuous such as [[inbreeding depression]] and [[sex ratio]] bias should be considered as well.
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| ===Ecological mechanism===
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| Although numerous ecological mechanisms for Allee effects exist, the list of most commonly cited facilitative behaviors that contribute to Allee effects in the literature include: mate limitation, cooperative defense, cooperative feeding, and environmental conditioning.<ref name=kramer /> While these behaviors are classified in separate categories, note that they can overlap and tend to be context dependent (will operate only under certain conditions – for example, cooperative defense will only be useful when there are predators or competitors present).
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| ;Mate limitation: Mate limitation refers to the difficulty of finding a compatible and receptive mate for sexual reproduction at lower population size or density. This is generally a problem encountered by species that utilize passive reproduction and possess low mobility, such as [[plankton]], plants and sessile invertebrates.<ref>{{Cite journal |author=Berec L, Angulo E, Courchamp, F |year=2007 |title=Multiple Allee effects and population management |journal=Trends in Ecology & Evolution |volume=22 |pages=185–191 |doi=10.1016/j.tree.2006.12.002 |issue=4}}</ref> For example, wind-pollinated plants would have a lower fitness in sparse populations due to the lower likelihood of pollen successfully landing on a conspecific.<ref>{{Cite journal |author=Davis HG, Taylor CM, Lambrinos JG, Strong DR |year=2004 |title=Pollen limitation causes an Allee effect in a wind-pollinated invasive grass (''Spartina alterniflora'') |journal=Proceedings of the National Academy of Sciences |volume=101 |pages=13804–13807 |doi=10.1073/pnas.0405230101 |issue=38|bibcode = 2004PNAS..10113804D }}</ref>
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| ;Cooperative defense: Another possible benefit of aggregation is to protect against predation by group anti-predator behavior. Many species exhibit higher rates of predator vigilance behavior per individual at lower density. This increased vigilance might result in less time and energy spent on foraging, thus reducing the fitness of an individual living in smaller groups.<ref>{{Cite journal |author=Mooring MS, Fitzpatrick TA, Nishihira TT, Reisig DD |year=2004 |title=Vigilance, predation risk, and the Allee effect in desert bighorn sheep |journal=Journal of Wildlife Management |volume=68 |pages=519–532 |doi=10.2193/0022-541X(2004)068[0519:VPRATA]2.0.CO;2 |editor1-last=Hall |issue=3}}</ref> One striking example of such shared vigilance is exhibited by [[meerkat]]s.<ref>{{Cite journal |author=Clutton-Brock TH, Gaynor D, McIlrath GM, MacColl ADC, Kansky R, Chadwick P, Manser M, Skinner JD, Brotherton PNM |year=1999 |title=Predation, group size and mortality in a cooperative mongoose, ''Suricata suricatta'' |journal=Journal of Animal Ecology |volume=68 |pages=672–683 |doi=10.1046/j.1365-2656.1999.00317.x |issue=4}}</ref> Meanwhile, other species move in synchrony to confuse and avoid predators such as schools of [[sardines]] and flocks of [[starlings]]. The confusion effect that this herding behavior would have on predators will be more effective when more individuals are present.<ref name=book1 />
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| ;Cooperative feeding: Certain species also require group foraging in order to survive. As an example, species who hunt in packs, such as the [[African wild dog]]s, would not be able to locate and capture prey as efficiently in smaller groups.<ref>{{Cite journal |author=Berec L, Angulo E, Courchamp F |year=2007 |title=Multiple Allee effects and population management |journal=Trends in Ecology & Evolution |volume=22 |pages=185–191 |doi=10.1016/j.tree.2006.12.002 |issue=4}}</ref>
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| ;Environmental conditioning / habitat alteration: Environmental conditioning generally refers to the mechanism in which individuals work together in order to improve their immediate or future environment for the benefit of the species. This alteration could involve changes in both abiotic (temperature, turbulence, etc.) or biotic (toxins, hormones, etc.) environmental factors. [[Pacific salmon]] presents a unique case of such component Allee effects, where the density of spawning individuals can affect the survivability of the following generations. Spawning salmon carry marine nutrients they acquired from the ocean as they migrate to freshwater streams to reproduce, which in turn fertilize the surrounding habitat when they die, thus creating a more suitable habitat for the juveniles that would hatch in the following months.<ref>{{Cite journal |author=Rinella DJ, Wipfli MS, Stricker CA, Heintz RA, Rinella MJ |year=2012 |title=Pacific salmon (''Oncorhynchus'' spp.) runs and consumer fitness: growth and energy storage in stream-dwelling salmonids increase with salmon spawner density |journal=Canadian Journal of Fisheries and Aquatic Sciences |volume=69 |pages=73–84 |doi=10.1139/f2011-133}}</ref>
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| ===Genetic mechanisms===
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| Declines in population size can result in a loss of genetic diversity, and owing to [[genetic diversity|genetic variation]]’s role in the evolutionary potential of a species, this could in turn result in an observable Allee effect. As a species' population becomes smaller, its gene pool will be reduced in size as well. One possible outcome from this [[population bottleneck|genetic bottleneck]] is a reduction in fitness of the species through the process of [[genetic drift]], also called [[inbreeding depression]].<ref>{{Cite journal |author=Frankham R |year=1996 |title=Relationship of genetic variation to population size in wildlife- a review |journal=Conservation Biology |volume=10 |pages=1500–1508 |doi=10.1046/j.1523-1739.1996.10061500.x |issue=6}}</ref> This overall fitness decrease of a species is caused by an accumulation of [[Mutation#Harmful_mutations|deleterious mutations]] throughout the population. Genetic variation within a species could range from beneficial to detrimental. Nevertheless, in a smaller sized gene pool, there is a higher chance of a stochastic event in which deleterious alleles become fixed ([[genetic drift]]). While evolutionary theory states that expressed deleterious alleles should be purged through natural selection, purging would be most efficient only at eliminating alleles that are highly detrimental or harmful. Mildly deleterious alleles such as those that act later in life would be less likely to be removed by natural selection, and conversely, newly acquired beneficial mutations are more likely to be lost by random chance in smaller genetic pools than larger ones.<ref name=book1 /><ref>{{Cite book |author=Gillespie JH |year=2004 |title=Population genetics: a concise guide |publisher=Johns Hopkins University Press |location=Baltimore, Maryland, USA}}</ref>
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| Although the long-term population persistence of several species with low genetic variation has recently prompted debate on the generality of inbreeding depression, there are various empirical evidences for genetic Allee effects.<ref>{{Cite journal |author=Reed DH |year=2010 |title=Albatrosses, eagles and newts, Oh My!: exceptions to the prevailing paradigm concerning genetic diversity and population viability? |journal=Animal Conservation |volume=13 |pages=448–457 |doi=10.1111/j.1469-1795.2010.00353.x |issue=5}}</ref> One such case was observed in the endangered [[Florida panther]] (''Puma concolor coryi''). The Florida panther experienced a genetic bottleneck in the early 1990s where the population was reduced to ~ 25 adult individuals. This reduction in genetic diversity was correlated with defects that include lower sperm quality, abnormal testosterone levels, cowlicks, and kinked tails.<ref>{{Cite journal |year=2010 |title=Genetic restoration of the Florida panther |journal=Science |volume=329 |pages=1641–1645 |bibcode=2010Sci...329.1641J |last1=Johnson|first1=WE|last2=Onorato |first2=DP|last3=Roelke |first3=MW|last4=Land |first4=ED|last5=Cunningham |first5=M|last6=Belden |first6=RC|last7=McBride |first7=R|last8=Jansen |first8=D|last9=Lotz |first9=M|displayauthors=8|doi=10.1126/science.1192891 |pmid=20929847 |issue=5999}}</ref> In response, a genetic rescue plan was put in motion and several female pumas from Texas were introduced into the Florida population. This action quickly led to the reduction in the prevalence of the defects previously associated with inbreeding depression. Although the timescale for this inbreeding depression is larger than of those more immediate Allee effects, it has significant implications on the long-term persistence of a species.
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| ===Demographic stochasticity===
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| Demographic stochasticity refers to the variability of population growth rates arising from related random events such as birth rates, death rates, sex ratio, and dispersal. In small populations, demographic stochasticity will decrease the population growth rate, causing an effect similar to the Allee effect,<ref>Lande, R. 1998. Demographic stochasticity and Allee effect on a scale with isotropic noise. Oikos 83:353–358</ref> which will increase the risk of population extinction. Whether or not demographic stochasticity can be considered a part of Allee effect is somewhat contentious however. The most current definition of Allee effect considers the correlation between population density and mean individual fitness. Therefore, random variation resulting from birth and death events would not be considered part of Allee effect as the increased risk of extinction is not a consequence of the changing fates of individuals within the population.<ref>{{Cite journal |author=Bessa-Gomes C, Legendre S, Clobert J |year=2004 |title=Allee effects, mating systems and the extinction risk in populations with two sexes |journal=Ecology Letters |volume=7 |pages=802–812 |doi=10.1111/j.1461-0248.2004.00632.x |issue=9}}</ref>
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| Meanwhile, when demographic stochasticity results in fluctuations of sex ratios, it arguably reduces the mean individual fitness as population declines. For example, a fluctuation in small population that causes a scarcity in one sex would in turn limit the access of mates for the opposite sex, decreasing the fitness of the individuals within the population. This type of Allee effect will likely be more prevalent in [[monogamy|monogamous]] species than [[polygyny|polygynous]] species.<ref>{{cite journal |author=Engen S, Lande R, Saether BE |year=2003 |title=Demographic stochasticity and Allee effects in populations with two sexes |journal=Ecology |volume=84 |pages=2378–2386 |doi=10.1890/02-0123 |issue=9}}</ref>
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| ==Effects on range-expanding populations==
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| Demographic and mathematical studies demonstrate that the existence of an Allee effect can reduce the speed of range expansion of a population<ref>{{Cite journal |author=Lewis MA, Kareiva P |year=1993 |title=Allee dynamics and the spread of invading organisms |journal=Theoretical Population Biology |volume=43 |pages=141–158 |doi=10.1006/tpbi.1993.1007 |issue=2}}</ref><ref>{{Cite journal |author=Lewis MA, Van Den Driessche P |year=1993 |title=Waves of extinction from sterile insect release |journal=Mathematical Biosciences |volume=116 |pages=221–247 |doi=10.1016/0025-5564(93)90067-K |pmid=8369600 |issue=2}}</ref> and can even prevent biological invasions.<ref name=Gar12>{{Cite journal |author=Garnier J, Roques L, Hamel F |year=2012 |title=Success rate of a biological invasion in terms of the spatial distribution of the founding population |journal=Bulletin of Mathematical Biology |volume=74 |pages=453–473 |doi=10.1007/s11538-011-9694-9 |pmid=21972031 |issue=2}}</ref>
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| Recent results based on spatio-temporal models show that the Allee effect can also promote genetic diversity in expanding populations.<ref name=Roq12>{{Cite journal |author=Roques L, Garnier J, Hamel F, Klein EK |year=2012 |title=Allee effect promotes diversity in traveling waves of colonization |journal=Proceedings of the National Academy of Sciences of the USA |doi=10.1073/pnas.1201695109 |volume=109 |issue=23 |pages=8828–33 |pmid=22611189 |pmc=3384151|bibcode = 2012PNAS..109.8828R }}</ref> These results counteract commonly held notions that the Allee effect possesses net adverse consequences. Reducing the growth rate of the individuals ahead of the colonization front simultaneously reduces the speed of colonization and enables a diversity of genes coming from the core of the population to remain on the front. The Allee effect also affects the spatial distribution of diversity. Whereas spatio-temporal models which do not include an Allee effect lead to a vertical pattern of genetic diversity (i.e., a strongly structured spatial distribution of genetic fractions), those including an Allee effect lead to a "horizontal pattern" of genetic diversity (i.e., an absence of genetic differentiation in space).<ref name=Roq12 />
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| ==Mathematical models==
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| A simple mathematical example of an Allee effect is given by the cubic growth model
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| :<math> \frac{dN}{dt} = r N \left( \frac{N}{A} - 1 \right) \left( 1 - \frac{N}{K} \right),</math>
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| where the population has a negative growth rate for <math> 0< N < A </math>, and
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| a positive growth rate for <math> A < N < K </math> (assuming <math> 0 < A < K </math>).
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| This is a departure from the [[logistic function|logistic growth equation]]
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| :<math> \frac{dN}{dt} = r N \left( 1- \frac{N}{K} \right)</math> | |
| where
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| :N = population size;
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| :r = [[Population dynamics|intrinsic rate of increase]];
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| :K = [[carrying capacity]]; and
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| :dN/dt = rate of increase of the population.
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| After dividing both sides of the equation by the population size N, in the logistic growth the left hand side of the equation represents the per capita population growth rate, which is dependent on the population size N, and decreases with increasing N throughout the entire range of population sizes. In contrast, when there is an Allee effect the per-capita growth rate increases with increasing N over some range of population sizes [0, N].<ref>{{Google books|pQTNFYPgDdEC|Essentials of Ecology}}</ref>
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| Spatio-temporal models can take Allee effect into account as well. A simple example is given by the reaction-diffusion model
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| :<math> \frac{\partial N}{\partial t} =D \frac{\partial^2 N}{\partial x^2}+ r N \left( \frac{N}{A} - 1 \right) \left( 1 - \frac{N}{K} \right),</math>
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| where
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| : D=[[diffusion coefficient]];
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| : <math>\frac{\partial^2}{\partial x^2}</math> = one-dimensional [[Laplace operator]].
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| When a population is made up of small sub-populations additional factors to the Allee effect arise.
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| If the sub-populations are subject to different environmental variations (i.e. separated enough that a disaster could occur at one sub-population site without affecting the other sub-populations) but still allow individuals to travel between sub-populations, then the individual sub-populations are more likely to go extinct than the total population. In the case of a catastrophic event decreasing numbers at a sub-population, individuals from another sub-population site may be able to repopulate the area.
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| If all sub-populations are subject to the same environmental variations (i.e. if a disaster affected one, it would affect them all) then [[population fragmentation|fragmentation]] of the population is detrimental to the population and increases extinction risk for the total population. In this case, the species receives none of the benefits of a small sub-population (loss of the sub-population is not catastrophic to the species as a whole) and all of the disadvantages ([[inbreeding]] depression, loss of [[genetic diversity]] and increased vulnerability to environmental instability) and the population would survive better unfragmented.<ref name=Gar12 /><ref>{{Cite web |title=Minimum viable population size |author=Traill LW, Brook BW, Bradshaw CJA |date=6 March 2010 |work=Ecology Theory |publisher=The Encyclopedia of Earth |url=http://www.eoearth.org/article/Minimum_viable_population_size |accessdate=2012-08-12}}</ref>
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| ==References==
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| {{Reflist|2}}
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| ===Further reading===
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| * {{Cite journal |author=Allee WC, Emerson AE, Park O, Park T, Schmidt KP |year=1949 |journal=Principles of animal ecology}}
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| * {{Cite book |author=Leviton DA and McGovern TM |year=2005 |url=http://books.google.com/?id=J-2JcCC_Yn0C&pg=PP1&dq=%27%27Marine+conservation+biology%22#v=onepage&q=&f=false |chapter=The Allee Effect in the Sea |title=Marine conservation biology: the science of maintaining the sea's biodiversity |editor=Norse EA and Crowder LB |isbn=978-1-55963-662-9}}
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| ==External links==
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| * Berryman, AA (1997). [http://classes.entom.wsu.edu/529/Allee.htm ''Underpopulation (Allee) effects''], [[Entomology]] Department, [[Washington State University]]. Retrieved 19 May 2008.
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| * [http://www.warnercnr.colostate.edu/~gwhite/pva/fslide45.htm ''Allee effect''], [[Colorado_State_University#Warner_College_of_Natural_Resources|Warner College of Natural Resources]], [[Colorado State University]]. Retrieved 19 May 2008.
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| * Stephens, PA, Sutherland, WJ and Freckleton, RP (1999). [http://evolve.zoo.ox.ac.uk/publications.html?id=185 "What is the Allee effect?" (summary)], [[Oikos (journal)|''Oikos'']], '''87''', 185-90, at Evolutionary Biology Group, Department of [[Zoology]], [[University of Oxford]]. Updated 22 November 2005. Retrieved 19 May 2008
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| * [http://conservationbytes.com/2008/12/22/classics-the-allee-effect/ ''Classics: the Allee effect'']
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| {{collective animal behaviour}}
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| {{modelling ecosystems|expanded=other}}
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| [[Category:Biology terminology]]
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| [[Category:Ethology]]
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