Biological rules A biological rule or biological law is a generalized law, principle, or rule of thumb formulated to describe patterns observed in living organisms. Biological rules and laws are often developed as succinct, broadly applicable ways to explain complex phenomena or salient observations about the ecology and biogeographical distributions of plant and animal species around the world, though they have been proposed for or extended to all types of organisms. Many of these regularities of ecology and biogeography are named after the biologists who first described them, though some obey Stigler’s law of eponymy, stating that a scientific discovery is not always named after is discoverer. Though the 3 fundamental rules of biology are that: A biological and living system must follow all the laws of thermodynamics; A biological and living system must be composed of membraneenclosed cells containing genetic material; A biological and living system must arise from a constant and long-term evolutionary process; From the birth of their science, biologists have sought to explain apparent regularities in observational data through other, well-known laws especially observed in the majority of the species. In his biology, Aristotle inferred rules governing differences between livebearing tetrapods (in modern terms, terrestrial placental mammals). Among his rules were that brood size decreases with adult body mass, while lifespan increases with gestation period and with body mass, and fecundity decreases with lifespan. Thus, for example, elephants have smaller and fewer broods than mice, but longer lifespan and gestation. Rules like these concisely organized the sum of knowledge obtained by early scientific measurements of the natural world, and could be used as models to predict future observations. Among the earliest biological rules in modern times are those of Karl Ernst von Baer (from 1828 onwards) on embryonic development, and of Constantin W.L. Gloger on animal pigmentation, in 1833. There is some scepticism among biogeographers about the usefulness of general rules. For example, Briggs commented that while Willi Hennig's rules on cladistics "have generally been helpful", his progression rule is "suspect". List of biological rules I. II. III. IV. V. VI. Allen's rule states that the body shapes and proportions of endotherms vary by climatic temperature by either minimizing exposed surface area to minimize heat loss in cold climates or maximizing exposed surface area to maximize heat loss in hot climates. It is named after Joel A. Allen who described it in 1877. Bateson's rule states that extra legs are mirror-symmetric with their neighbours, such as when an extra leg appears in an insect's leg socket. It is named after the pioneering geneticist William Bateson who observed it in 1894. It appears to be caused by the leaking of positional signals across the limb-limb interface, so that the extra limb's polarity is reversed. Bergmann's rule states that within a broadly distributed taxonomic clade, populations and species of larger size are found in colder environments, and species of smaller size are found in warmer regions. It applies with exceptions to many mammals and birds. It was named after Carl Bergmann who described it in 1847. Cope's rule states that animal population lineages tend to increase in body size over evolutionary time. The rule is named for the palaeontologist Edward D. Cope. Dollo's law of irreversibility, proposed in 1893 by FrenchBelgian paleontologist Louis Dollo states that an organism never returns exactly to a former state, even if it finds itself placed in conditions of existence identical to those in which it has previously lived, always keeping some trace of the intermediate stages through which it has passed. Eichler's rule states that the taxonomic diversity of parasites co-varies with the diversity of their hosts. It was observed in 1942 by W. Eichler, and is named for him. VII. VIII. IX. X. XI. XII. XIII. Emery's rule, noticed by Carlo Emery, states that insect social parasites are often closely related to their hosts, such as being in the same genus. Foster's rule, the island rule, or the island effect states that members of a species get smaller or bigger depending on the resources available in the environment. The rule was first stated by J. B. Foster in 1964. Gause's law or the competitive exclusion principle, named for Georgy Gause, states that two species competing for the same resource cannot coexist at constant population values. The competition leads either to the extinction of the weaker competitor or to an evolutionary or behavioral shift toward a different ecological niche. It is seemingly an extension of Darwin’s theory of natural selection. Gloger’s rule states that within a species of endotherms, more heavily pigmented forms tend to be found in more humid environments, e.g. near the equator. It was named after the zoologist Constantin W. L. Gloger, who described it in 1833. Haldane's rule states that if in a species hybrid, or the F1 offspring of two different species, one sex is sterile or absent, that sex is usually the heterogametic sex. The heterogametic sex is the one with two different sex chromosomes; in mammals, this is the male, with XY chromosomes. It is named after J.B.S. Haldane. Hamilton's rule states that genes should increase in frequency when the relatedness of a recipient to an actor, multiplied by the benefit to the recipient, exceeds the reproductive cost to the actor. This is a prediction from the theory of kin selection formulated by W. D. Hamilton. Harrison's rule states that parasite body sizes co-vary with those of their hosts. He proposed the rule for lice, but later authors have shown that it works equally well for many other groups of parasite including barnacles, nematodes, fleas, flies, mites, and ticks, and for the analogous case of small herbivores on large plants. XIV. XV. XVI. Hennig's progression rule states that when considering a group of species in cladistics, the species with the most primitive characters are found within the earliest part of the area, which will be the center of origin of that group. It is named after the father of cladistics, Willi Hennig, who devised the rule. Hesse's rule, also known as the heart–weight rule, states that species inhabiting colder climates have a larger heart in relation to body weight than closely related species inhabiting warmer climates. It was proposed by German ecologist R. Hesse as an extension of Bergmann’s rule. Jordan's rule states that there is an inverse relationship between water temperature and meristic characteristics such as the number of fin rays, vertebrae, or scale numbers, which are seen to increase with decreasing temperature. It is named after the father of American ichthyology, David Starr Jordan. XVII. Kleiber's law, named after Max Kleiber for his biology work in the early 1930s, is the observation that, for the vast majority of animals, an animal's metabolic rate scales to the 3 4th power of the animal's mass. Symbolically: if q0 is the animal's metabolic rate, and M the animal's mass, then 3 Kleiber's law states that q0 ~ 𝑴 4 . XVIII. Lack’s principle, proposed by David Lack, states that the clutch size of each species of bird has been adapted by natural selection to correspond with the largest number of young for which the parents can, on average, provide enough food. XIX. Moseley’s rule, noted in 1880 by Henry N. Moseley, states that deep-sea animals are larger than their shallow-water counterparts. In the case of marine crustaceans, it has been proposed that the increase in size with depth occurs for the same reason as the increase in size with latitude (Bergmann's rule): both trends involve increasing size with decreasing temperature. XX. Rapoport's rule states that the latitudinal ranges of plants and animals are generally smaller at lower latitudes than at higher latitudes. It was named after Eduardo H. Rapoport by G. C. Stevens in 1989. XXI. Rensch's rule states that, across animal species within a lineage, sexual size dimorphism increases with body size when the male is the larger sex, and decreases as body size increases when the female is the larger sex. The rule applies in primates, pinnipeds and even-toed ungulates (artiodactyls, such as cattle and deer). It is named after Bernhard Rensch, who proposed it in 1950. XXII. Rubner’s law, or the rate-of-living theory, postulates that the faster an organism’s metabolism, the shorter its lifespan. The theory was originally created by Max Rubner in 1908 after his observation that larger animals outlived smaller ones, and that the larger animals had slower metabolisms. Schmalhausen's law, named after Ivan Schmalhausen, states that a population at the extreme limit of its tolerance in any one aspect is more vulnerable to small differences in any other aspect. Therefore, the variance of data is not simply noise-interfering with the detection of so-called "main effects", but also an indicator of stressful conditions leading to greater vulnerability. Thorson's rule states that benthic marine invertebrates at low latitudes tend to produce large numbers of eggs developing to pelagic (often planktotrophic [plankton-feeding]) and widely dispersing larvae, whereas at high latitudes such organisms tend to produce fewer and larger lecithotrophic (yolk-feeding) eggs and larger offspring, often by viviparity or ovoviviparity, which are often brooded. It was named after Gunnar Thorson by S. A. Mileikovsky in 1971. Van Valen's law states that the probability of extinction for species and higher taxa (such as families and orders) is constant for each group over time; groups grow neither more resistant nor more vulnerable to extinction, however old their XXIII. XXIV. XXV. XXVI. XXVII. lineage is. It is named for the evolutionary biologist Leigh Van Valen. Von Baer's laws, discovered by Karl Ernst von Baer, state that embryos start from a common form and develop into increasingly specialised forms, so that the diversification of embryonic form mirrors the taxonomic and phylogenetic tree. Therefore, all animals in a phylum share a similar early embryo; animals in smaller taxa (classes, orders, families, genera, species) share later and later embryonic stages. This was in sharp contrast to the recapitulation theory of Johann F. Meckel (and later of Ernst Haeckel), which claimed that embryos went through stages resembling adult organisms from successive stages of the scala naturae from supposedly lowest to highest levels of organisation. Williston's law, first noticed by Samuel W. Williston, states that meristic parts in an organism tend to become reduced in number and greatly specialized in function. However, empirical studies have not always confirmed this generalization. For instance, a study of the evolution in the number of branchiostegal rays in osteichthyans has failed to support a generalized trend towards reduction. Instead, this series of elements shows an early burst pattern (rapid evolution early in the history of the group, followed by a decrease in evolutionary rate). Explanations of the rules I. Because animals living in cold climates need to conserve as much heat as possible, Allen's rule predicts that they should have evolved comparatively low surface area-to-volume ratios to minimize the surface area by which they dissipate heat, allowing them to retain more heat. For animals living in warm climates, Allen's rule predicts the opposite: that they should have comparatively high ratios of surface area to volume. Because animals with low surface area-to-volume ratios would overheat quickly, animals in warm climates should, according to the rule, have high surface area-tovolume ratios to maximize the surface area through which they dissipate heat. Though there are numerous exceptions and this has been shown to be a “poor ecological tenet derived from a single species” in rare cases, many animal populations appear to conform to the predictions of Allen's rule. The polar bear has stocky limbs and very short ears that are in accordance with the predictions of Allen's rule. And also, this rule can be applied to some ectotherms as well, who derive their body temperatures from their surroundings. A contributing factor to Allen's rule in vertebrates may be that the growth of cartilage is at least partly dependent on temperature. Temperature can directly affect the growth of cartilage, providing a proximate biological explanation for this rule. III. The earliest explanation, given by Bergmann when originally formulating the rule, is that larger animals have a lower surface area to volume ratio than smaller animals, so they radiate less body heat per unit of mass, and therefore stay warmer in cold climates. Warmer climates impose the opposite problem: body heat generated by metabolism needs to be dissipated quickly rather than stored within. Thus, the higher surface area-to-volume ratio of smaller animals in hot and dry climates facilitates heat loss through the skin and helps cool the body. It is important to note that when analyzing Bergmann's Rule in the field that groups of populations being studied are of different thermal environments, and also have been separated long enough to genetically differentiate in response to these thermal conditions. But, this rule does not apply everywhere as the correlation with temperature is spurious, latitude being a poor predictor of mass and size; instead, body size is proportional to the duration of the annual productivity pulse, or food availability per animal during the growing season. Resource availability is a major constraint on the overall success of many organisms. Resource scarcity can limit the total number of organisms in a habitat, and over time can also cause organisms to adapt by becoming smaller in body size. Resource availability thus becomes a modifying restraint on Bergmann's Rule. IV. Directional selection (negative selection type where an extreme phenotypical trait is chosen over other traits, resulting in the allele frequency to become shifted towards that trait over time) appears to act on organisms' size, whereas it exhibits a far smaller effect on other morphological traits, though it is possible that this perception may be a result of sample bias. This selectional pressure can be explained by a number of advantages, both in terms of mating success and survival rate. For example, larger organisms find it easier to avoid or fight off predators and capture prey, to reproduce, to kill competitors, to survive temporary lean times, and to resist rapid climatic changes. They may also potentially benefit from better thermal efficiency, increased intelligence, and a longer lifespan. Offsetting these advantages, larger organisms require more food and water, and shift from r to K-selection (r/K selection theory relates to the selection of combinations of traits in an organism that trade-off between quantity and quality of offspring). Their longer generation time means a longer period of reliance on the mother, and on a macroevolutionary scale restricts the clade's ability to evolve rapidly in response to changing environments. Left unfettered, the trend of ever-larger size would produce organisms of gargantuan proportions. Therefore, some factors must limit this process. At one level, it is possible that the clade's increased vulnerability to extinction, as its members become larger, means that no taxon survives long enough for individuals to reach huge sizes. There are probably also physically imposed limits to the size of some organisms; for instance, insects must be small enough for oxygen to diffuse to all parts of their bodies, flying birds must be light enough to fly, and the length of giraffes' necks may be limited by the blood pressure it is possible for their hearts to generate. Finally, there may be a competitive element, in that changes in size are necessarily accompanied by changes in ecological niche. For example, terrestrial carnivores over 21 kg almost always prey on organisms larger, not smaller, than themselves. If such a niche is already occupied, competitive pressure may oppose the directional selection. The Canidae, especially, shows a trend towards larger size. Moreover, from a palaeontological view, many palaeobiologists are sceptical of the validity of Cope's rule, which may merely represent a statistical artefact. Purported examples of Cope's rule often assume that the stratigraphic age of fossils is proportional to their "clade rank", a measure of how derived they are from an ancestral state; this relationship is in fact quite weak. Counterexamples to Cope's rule are common throughout geological time; although size increase does occur more often than not, it is by no means universal. For example, among genera of Cretaceous molluscs, an increase in size is no more common than stasis or a decrease. In many cases, Cope's rule only operates at certain taxonomic levels (for example, an order may obey Cope's rule, while its constituent families do not), or more generally, it may apply to only some clades of a taxon. Despite many counter-examples, Cope's rule is supported in many instances. For example, all marine invertebrate phyla except the molluscs show a size increase between the Cambrian and Permian. Collectively, dinosaurs exhibit an increase in body length over their evolution. Cope's rule also appears to hold in clades where a constraint on size is expected. For instance, one may expect the size of birds to be constrained, as larger masses mean more energy must be expended in flight. Birds have been suggested to follow Cope's law, although a subsequent reanalysis of the same data suggested otherwise. VII. The significance and general relevance of this pattern are still a matter of some debate, as a great many exceptions exist, though a common explanation for the phenomenon when it occurs is that the parasites may have started as facultative parasites within the host species itself (such forms of intraspecific parasitism are wellknown, even in some species of bees), but later became reproductively isolated and split off from the ancestral species, a form of sympatric speciation (the evolution of a new species from a surviving ancestral species while both continue to inhabit the same geographic region). When a parasitic species is phylogenetically a sister taxon to its host, the relationship is considered to be in "strict" adherence to Emery's rule. When the parasite is a close relative of the host but not its sister species, the relationship is in "loose" adherence to the rule. VIII. Foster’s rule is part of the general Island Syndrome, that describes the differences between insular species and their mainland counterparts in morphology, physiology, behaviour, etc. This is because island ecosystems cannot support a sufficient biomass of prey in order to accommodate large predators. This largely relieves prey species of the risk of predation, which mostly removes the selection pressure for morphologies, ecologies and behaviours that help to evade large predators. Insular ecosystems tend to comprise large populations of a limited number of species (a state termed density compensation) and therefore, they exhibit low biodiversity. This results in reduced interspecific competition and increased intraspecific competition. There is also reduced sexual selection in insular species, which is especially prominent in birds which lose their sexually dimorphic plumage used in sexual displays. Finally, there is reduced parasite diversity in insular ecosystems which reduces the level of selection acting on immune-related genes — all of which is further driven by the generally mild, insular climate. And resultantly, there also exists an inverse form of this rule, termed island gigantism, the underlying statement of which is that due to the lack of predators and various empty niches, different species tend to evolve adaptive traits over time to occupy them, ensuring plentiful resources for every species and thus resulting in bigger size. This is commonly seen in Pacific islands like the Hawai’i and the Galapagos which sit at the confluence of different species (especially birds) coming from almost every biogeographical realm that border the ocean. Birds in this case, especially those growing larger, also tend to become flightless due to the said reasons. IX. Gause’s law is based on Darwin’s theory of natural selection. This rule of competitive exclusion is best predicted by mathematical and theoretical models like the generalized Lotka–Volterra equations showing trophic relations:where x is the number of prey (for example, rabbits); y is the number of 𝑑𝑥 𝑑𝑦 some predator (for example, foxes); and 𝑑𝑡 𝑑𝑡 represent the instantaneous growth rates of the two populations and are proportional to the body size of the respective species; t represents time; α, β, γ, δ are positive real parameters describing the interaction of the two species. Or, for 2 species competing for some common resource, the competitive Lotka-Volterra model can be used, where — and And for N species, Here, x is the size of the population at a given time, r is inherent per-capita growth rate, and K the carrying capacity of the environment, or the maximum population size of a biological species that can be sustained by that specific environment, given the food, habitat, water, and other resources are available. α12 represents the effect species 2 has on the population of species 1 and α21 represents the effect species 1 has on the population of species 2. These values do not have to be equal. Because this is the competitive version of the model, all interactions must be harmful (competition) and therefore all αvalues are positive. Also, each species can have its own growth rate and carrying capacity. K However, for poorly understood reasons, competitive exclusion is rarely observed in natural ecosystems, and many biological communities appear to violate Gause's law, and the aforementioned equations apply in situations provided only that: The prey population gets ample food at all times; The predator population has limitless appetite and it depends on the prey population entirely for food; There does not occur any environmental or bodily change like mutation or evolution in favour of any species. The best-known example illustrating the drawbacks of this law is the so-called "paradox of the plankton": all plankton species live on a very limited number of resources, primarily solar energy and minerals dissolved in the water. According to the competitive exclusion principle, only a small number of plankton species should be able to coexist on these resources. Nevertheless, large numbers of plankton species coexist within small regions of open sea. Some communities that appear to uphold the competitive exclusion principle are MacArthur's warblers and Darwin's finches, which live in the same ecosystem but have developed different adaptations and traits to occupy different niches and thus remove competition, though the latter still overlap ecologically very strongly, being only affected negatively by competition under extreme conditions. X. One explanation of Gloger's rule in the case of birds appears to be the increased resistance of dark feathers to feather- or hairdegrading bacteria such as Bacillus licheniformis. Feathers in humid environments have a greater bacterial load, and humid environments are more suitable for microbial growth; dark feathers or hair are more difficult to break down. More resilient eumelanins (dark brown to black) are deposited in hot and humid regions, whereas in arid regions, pheomelanins (reddish to sandy color) predominate due to the benefit of crypsis. Among mammals, there is a marked tendency in equatorial and tropical regions to have a darker skin color than poleward relatives. In this case, the underlying cause is probably the need to better protect against the more intense solar UV radiation at lower latitudes. XI. Many different hypotheses have been advanced to address the evolutionary mechanisms to produce Haldane's rule. Currently, the most popular explanation for Haldane's rule is the composite hypothesis, which divides Haldane's rule into multiple subdivisions, including sterility, inviability, male heterogamety, and female heterogamety. The composite hypothesis states that Haldane's rule in different subdivisions has different causes. Individual genetic mechanisms may not be mutually exclusive, and these mechanisms may act together to cause Haldane's rule in any given subdivision. In contrast to these views that emphasize genetic mechanisms, another view hypothesizes that population dynamics during population divergence may cause Haldane's rule. The main genetic hypotheses are that: Heterogametic hybrids are affected by all X-linked alleles (be they recessive or dominant) causing incompatibilities due to divergent alleles being brought together. However, homogametic hybrids are only affected by dominant deleterious X-linked alleles. Heterogametic hybrids, which carry only a single copy of a given X-linked gene, will be affected by mutations regardless of dominance. Thus, an X-linked incompatibility between diverging populations is more likely to be expressed in the heterogametic sex than in the homogametic sex. Male genes are thought to evolve faster due to sexual selection. As a result, male sterility becomes more evident in male heterogametic taxa (XY sex determination). This hypothesis conflicts with Haldane's rule in male homogametic taxa, in which females are more affected by hybrid inferiority. It therefore only applies to male sterility in taxa with XY sex determination, according to the composite theory. In hybrid populations, selfish genetic elements inactivate sperm cells (i.e.: an X-linked drive factor inactivates a Y-bearing sperm and vice versa). Genes on hemizygous chromosomes may evolve more quickly by enhancing selection on possible recessive alleles causing a larger effect in reproductive isolation. Hybrid incompatibilities affecting the heterogametic sex and homogametic sex are fundamentally different isolating mechanisms, which makes heterogametic inferiority (sterility/inviability) more visible or preserved in nature. XII. Formally, genes should increase in frequency when rB > C, where, r = the genetic relatedness of the recipient to the actor, often defined as the probability that a gene picked randomly from each at the same locus is identical by descent. B = the additional reproductive benefit gained by the recipient of the altruistic act, C = the reproductive cost to the individual performing the act. This inequality is called Hamilton's rule, part of the general phenomenon of kin selection (the evolutionary strategy that favours the reproductive success of an organism's relatives, even at a cost to the organism's own survival and reproduction. Kin altruism can look like altruistic behaviour whose evolution is driven by kin selection. Kin selection is an instance of inclusive fitness — personal fitness is the number of offspring an individual begets — which combines the number of offspring produced with the number an individual can ensure the production of by supporting others, such as siblings), and named after W. D. Hamilton who in 1964 published its first formal quantitative treatment. The relatedness parameter (r) in Hamilton's rule was introduced in 1922 by Sewall Wright as a coefficient of relationship that gives the probability that at a random locus, the alleles there will be identical by descent. According to Hamilton, the selective advantage which makes behaviour conditional in the right sense on the discrimination of factors which correlate with the relationship of the individual concerned is therefore obvious. It may be, for instance, that in respect of a certain social action performed towards neighbours indiscriminately, an individual is only just breaking even in terms of inclusive fitness. If he could learn to recognise those of his neighbours who really were close relatives and could devote his beneficial actions to them alone an advantage to inclusive fitness would at once appear. Thus, a mutation causing such discriminatory behaviour itself benefits inclusive fitness and would be selected. In fact, the individual may not need to perform any discrimination so sophisticated as we suggest here; a difference in the generosity of his behaviour according to whether the situations evoking it were encountered near to, or far from, his own home might occasion an advantage of a similar kind. XIII. Poulin and Harrison observed that in comparisons across species, the variability of parasite body size also increases with host body size. It is self-evident that we expect greater variation coming together with greater mean body sizes due to an allometric power law scaling effect. However, they referred to parasites' increasing body size variability due to biological reasons, thus we expect an XVIII. increase greater than that caused by a scaling effect. The allometry between host and parasite body sizes constitutes an evident aspect of host–parasite coevolution. The slope of this relationship is a taxon-specific character. Parasites' body size is known to covary positively with fecundity and thus it likely affects the virulence of parasitic infections as well. Though there exists no complete and satisfactory explanation behind Kleiber’s law, one lies in the difference between structural and growth mass. Structural mass involves maintenance costs, reserve mass does not. Hence, small adults of one species respire more per unit of weight than large adults of another species because a larger fraction of their body mass consists of structure rather than reserve. Within each species, young (i.e., small) organisms respire more per unit of weight than old (large) ones of the same species because of the overhead costs of growth. So, over the same timespan as an example, a cat having a mass 100 times that of a mouse will consume only about 32 times the energy the mouse uses. Explanations for 2⁄3-scaling tend to assume that metabolic rates scale to avoid heat exhaustion. Because bodies lose heat passively via their surface, but produce heat metabolically throughout their mass, the metabolic rate must scale in such a way as to counteract the square–cube law. The precise exponent to do so is 2⁄3. Such an argument does not address the fact that different organisms exhibit different shapes (and hence have different surface-to-volume ratios, even when scaled to the same size). Reasonable estimates for organisms' surface area do appear to scale linearly with the metabolic rate. A model by scientists West, Enquist, and Brown (hereafter WEB) suggests that 3⁄4-scaling arises because of efficiency in nutrient distribution and transport throughout an organism. In most organisms, metabolism is supported by a circulatory system featuring branching tubules (i.e., plant vascular systems, insect tracheae, or the human cardiovascular system). WEB claim that (1) metabolism should scale proportionally to nutrient flow (or, equivalently, total fluid flow) in this circulatory system and (2) in order to minimize the energy dissipated in transport, the volume of fluid used to transport nutrients (i.e., blood volume) is a fixed fraction of body mass. They then proceed by analyzing the consequences of these two claims at the level of the smallest circulatory tubules (capillaries, alveoli, etc.). Experimentally, the volume contained in those smallest tubules is constant across a wide range of masses. Because fluid flow through a tubule is determined by the volume thereof, the total fluid flow is proportional to the total number of smallest tubules. Thus, if B denotes the basal metabolic rate, Q the total fluid flow, and N the number of minimal tubules, B ∝ Q ∝ N. Circulatory systems do not grow by simply scaling proportionally larger; they become more deeply nested. The depth of nesting depends on the self-similarity exponents of the tubule dimensions, and the effects of that depth depend on how many "child" tubules each branching produces. Connecting these values to macroscopic quantities depends (very loosely) on a precise model of tubules. WEB show that, if the tubules are well-approximated by rigid cylinders, then, in order to prevent the fluid from "getting clogged" in small cylinders, the total fluid volume V satisfies N4 ∝ V3. Because blood volume is a fixed fraction of body mass, B∝𝑀 3 4. Closer analysis suggests that Kleiber's law does not hold over a wide variety of scales. Metabolic rates for smaller animals (birds under 10 kg, or insects) typically fit to 2⁄3 much better than 3⁄4; for larger animals, the reverse holds. As a result, log-log plots of metabolic rate versus body mass appear to "curve" upward, and fit better to quadratic models. In all cases, local fits exhibit exponents in the [2⁄3,3⁄4] range. Adjustments to the WEB model that retain assumptions of network shape predict larger scaling exponents, worsening the discrepancy with observed data. But one can retain a similar theory by relaxing WEB's assumption of a nutrient transport network that is both fractal and circulatory. (WEB argued that fractal circulatory networks would necessarily evolve to minimize energy used for transport, but other researchers argue that their derivation contains subtle errors. Different networks are less efficient, in that they exhibit a lower scaling exponent, but a metabolic rate determined by nutrient transport will always exhibit scaling between 2⁄3 and 3⁄4. If larger metabolic rates are evolutionarily favoured, then low-mass organisms will prefer to arrange their networks to scale as 2⁄3, but large-mass organisms will prefer to arrange their networks as 3⁄4, which produces the observed curvature. An alternative model notes that metabolic rate does not solely serve to generate heat. Metabolic rate contributing solely to useful work should scale with power 1 (linearly), whereas metabolic rate contributing to heat generation should be limited by surface area and scale with power 2⁄3. Basal metabolic rate is then the convex combination of these two effects: if the proportion of useful work is f, then the basal metabolic rate should scale as B = f · kM + (1 – f) · k′𝑀 2 3. where k and k′ are constants of proportionality. k′ in particular describes the surface area ratio of organisms and is −2 approximately 0.1 kJ·h−1·𝑔 3 ; typical values for f are 1520%. The theoretical maximum value of f is 21%, because the efficiency of glucose oxidation is only 42%, and half of the ATP so produced is wasted. Analyses of variance for a variety of physical variables suggest that although most variation in basal metabolic rate is determined by mass, additional variables with significant effects include body temperature and taxonomic order. A 1932 work calculated that the scaling was approximately 0.73. A 2004 analysis of field metabolic rates for mammals conclude that they appear to scale with exponent 0.749. It has been shown that attempts to explain Kleiber's law via any sort of limiting factor is flawed, because metabolic rates vary by factors of 4-5 between rest and activity. Hence any limits that affect the scaling of basal metabolic rate would in fact make elevated metabolism — and hence all animal activity — impossible. WEB conversely argue that animals may well optimize for minimal transport energy dissipation during rest, without abandoning the ability for less efficient function at other times. Other researchers have also noted that this criticism of the law tends to focus on precise structural details of the WEB circulatory networks, but that the latter are not essential to the model. But overall, it should be noted that Kleiber's law only appears when studying animals as a whole; scaling exponents within taxonomic subgroupings differ substantially. XIX. In crustaceans, it has been proposed that the explanation for the increase in size with depth is similar to that for the increase in size with latitude (Bergmann's rule): both trends involve increasing size with decreasing temperature. The trend with latitude has been observed in some of the same groups, both in comparisons of related species, as well as within widely distributed species. Decreasing temperature is thought to result in increased cell size and increased life span (the latter also being associated with delayed sexual maturity), both of which lead to an increase in maximum body size (continued growth throughout life is characteristic of crustaceans). In Arctic and Antarctic seas where there is a reduced vertical temperature gradient, there is also a reduced trend towards increased body size with depth, arguing against hydrostatic pressure being an important parameter. Temperature does not appear to have a similar role in influencing the size of giant tube worms. Riftia pachyptila, which lives in hydrothermal vent communities at ambient temperatures of 2–30 °C, reaches lengths of 2.7 m, comparable to those of Lamellibrachia luymesi, which lives in cold seeps (areas of the ocean floor where hydrogen sulphide, methane and other hydrocarbon-rich fluid seepage occurs, often in the form of a brine pool. Cold does not mean that the temperature of the seepage is lower than that of the surrounding sea water. On the contrary, its temperature is often slightly higher. The "cold" is relative to the very warm (at least 60 °C or 140 °F) conditions of a hydrothermal vent)-the former, however, has rapid growth rates and short life spans of about 2 years, while the latter is slow growing and may live over 250 years. Food scarcity at depths greater than 400 m is also thought to be a factor, since larger body size can improve ability to forage for widely scattered resources. In organisms with planktonic eggs or larvae, another possible advantage is that larger offspring, with greater initial stored food reserves, can drift for greater distances. As an example of adaptations to this situation, giant isopods gorge on food when available, distending their bodies to the point of compromising ability to locomote; they can also survive 5 years without food in captivity. According to Kleiber's rule, the larger an animal gets, the more efficient its metabolism becomes; i.e., an animal's metabolic rate scales to roughly the ¾ power of its mass. Under conditions of limited food supply, this may provide additional benefit to large size. An additional possible influence is reduced predation pressure in deeper waters. A study of brachiopods found that predation was nearly an order of magnitude less frequent at the greatest depths than in shallow waters. Dissolved oxygen levels are also thought to play a role in deep-sea gigantism. A 1999 study of benthic amphipod crustaceans found that maximum potential organism size directly correlates with increased dissolved oxygen levels of deeper waters. The solubility of dissolved oxygen in the oceans is known to increase with depth because of increasing pressure, decreasing salinity levels and temperature. The proposed theory behind this trend is that deep-sea gigantism could be an adaptive trait to combat asphyxiation in ocean waters. Larger organisms are able to intake more dissolved oxygen within the ocean, allowing for sufficient respiration. However, this increased absorption of oxygen runs the risk of toxicity poisoning where an organism can have oxygen levels that are so high that they become harmful and poisonous. XX. The methods used to demonstrate the rule have been subject to some controversy. Most commonly, authors plot means of latitudinal ranges in a particular 5° latitudinal band against latitude, although modal or median ranges have been used by some. In the original paper by Stevens, all species occurring in each band were counted, i.e., a species with a range of 50 degrees occurs in 10 or 11 bands. However, this may lead to an artificial inflation of latitudinal ranges of species occurring at high latitudes, because even a few tropical species with wide ranges will affect the means of ranges at high latitudes, whereas the opposite effect due to high latitude species extending into the tropics is negligible: species diversity is much smaller at high than low latitudes. As an alternative method the "midpoint method" has been proposed, which avoids this problem. It counts only those species with the midpoint of their ranges in a particular latitudinal band. An additional complication in assessing Rapoport's rule for data based on field sampling is the possibility of a spurious pattern driven by a sample-size artifact. Equal sampling effort at species-rich and species-poor localities tends to underestimate range size at the richer localities relative to the poorer, when in fact range sizes might not differ among localities. But some situations happen to oppose the rule also — for instance, marine benthic invertebrates and some parasites have been shown to have smaller dispersal abilities in cold seas (Thorson's rule), which would counteract Rapoport's rule. The tropics have far more uniform temperatures over a far wider latitudinal range (about 45 degrees) than high latitude species. As temperature is one of the most important (if not the most important) factor determining geographical distribution, wider latitudinal ranges in the tropics might therefore be expected. XXI. After controlling for confounding factors such as evolutionary history, an increase in average body size makes the difference in body size larger if the species has larger males, and smaller if it has larger females. Some studies propose that this is due to sexual bimaturism, which causes male traits to diverge faster and develop for a longer period of time. The correlation between sexual size dimorphism and body size is hypothesized to be a result of an increase in male-male competition in larger species, a result of limited environmental resources, fuelling aggression between males over access to breeding territories and mating partners. Phylogenetic lineages that appear to follow this rule include primates, pinnipeds, and artiodactyls. This rule has rarely been tested on parasites. A 2019 study showed that ectoparasitic philopterid and menoponid lice comply with it, while ricinid lice exhibit a reversed pattern. XXII. Mechanistic evidence for this law was provided by Harman's free radical theory of aging, created in the 1950s, stating that organisms age over time due to the accumulation of damage from free radicals in the body. It also showed that metabolic processes, specifically the mitochondria, are prominent producers of free radicals. This provided a mechanistic link between Rubner's initial observations of decreased lifespan in conjunction with increased metabolism. Support for this theory has been bolstered by studies linking a lower basal metabolic rate (evident with a lowered heartbeat) to increased life expectancy. This has been proposed by some to be the key to why animals like the Giant Tortoise can live over 150 years. However, the ratio of resting metabolic rate to total daily energy expenditure can vary between 1.6 and 8.0 between species of mammals. Animals also vary in the degree of coupling between oxidative phosphorylation and ATP production, the amount of saturated fat in mitochondrial membranes, the amount of DNA repair, and many other factors that affect maximum life span. Furthermore, a number of species with high metabolic rate, like bats and birds, are long-lived. In a 2007 analysis it was shown that, when modern statistical methods for correcting for the effects of body size and phylogeny are employed, metabolic rate does not correlate with longevity in mammals or birds. XXIV. Several explanations of the rule have been given, including that: 1. Because of the reduced speed of development at low temperatures, most species cannot complete development during the short time of phytoplankton bloom, on which planktotrophic species depend. 2. Most species cannot synchronize hatching with the phytoplankton bloom. 3. Slower development increases the risk of predation on pelagic larvae. 4. Non-pelagic larvae can settle close to the parent, i.e., in a favourable environment. 5. Small pelagic larvae may have osmotic difficulties in Arctic and Antarctic summers, due to the melting ice. 6. Small larvae may not be able to survive at very low temperatures. 7. Cold temperature may select for large size at the beginning of development, resulting in non-pelagic larvae. 8. In cold waters it is more difficult to precipitate dissolved calcium, which results in reduced body size of animals supported by calcium skeletons, leading to viviparity. Most of these explanations can be excluded for the Monogenean flatworms, whose larvae are never planktotrophic (therefore eliminating explanations 1 and 2), their larvae are always shortlived (3), gyrodactylid flatworms are most common not only close to melting ice but in cold seas generally (5). Explanation 6 is unlikely, because small organisms are common in cold seas, Gyrodactylidae are among the smallest Monogenea (7), and Monogenea do not possess calcareous skeletons (8). The conclusion is that the most likely explanation for the Monogenea (and by implication for other groups) is that small larvae cannot locate suitable habitats at low temperatures, where physiological including sensory processes are slowed, and/or that low temperatures prevent the production of sufficient numbers of pelagic larvae, which would be necessary to find suitable habitats in the vast oceanic spaces. XXVI. The Von Baer laws are a series of statements generally summarised into four points: The more general characters of a large group appear earlier in the embryo than the more special characters. From the most general forms the less general are developed, and so on, until finally the most special arises. Every embryo of a given animal form, instead of passing through the other forms, rather becomes separated from them. The embryo of a higher form never resembles any other form, but only its embryo. To explain these, Von Baer discovered the blastula (the early hollow ball stage of an embryo) and the development of the notochord (the stiffening rod along the back of all chordates, that forms after the blastula and gastrula, the cup-shaped stage with trilayered cells coming after the blastula stage). From his observations of these stages in different vertebrates, he realised that Johann Meckel's recapitulation theory must be wrong. For example, he noticed that the yolk sac is found in birds, but not in frogs. According to the recapitulation theory, such structures should invariably be present in frogs because they were assumed to be at a lower level in the evolutionary tree. Von Baer concluded that while structures like the notochord are recapitulated during embryogenesis, whole organisms are not. He asserted that the embryo successively adds the organs that characterize the animal classes in the ascending scale. When the human embryo, for instance, is but a simple vesicle, it is an infusorian; when it has gained a liver, it is a mussel; with the appearance of the osseous system, it enters the class of fishes; and so forth, until it becomes a mammal and then a human being. In terms of taxonomic hierarchy, according to von Baer, characters in the embryo are formed in topto-bottom sequence, first from those of the largest and oldest taxon, the phylum, then in turn class, order, family, genus, and finally species.