Chapter 2 ~ Science as a Way of Understanding the Natural WorldKey Concepts

After completing this chapter, you will be able to

Describe the nature of scientific research and its usefulness in explaining the organic human being.Distinguish among facts, hypotheses, and theories.Rundown the methodology of science, consisting of the prominence of tests designed to disprove hypotheses.Discuss the importance of uncertainty in many scientific predictions, and also the relevance of this to ecological controversies.The Nature of Science

Science can be identified as the methodical examicountry of the framework and also functioning of the herbal people, including both its physical and also biological attributes. Science is likewise a quickly widening body of understanding, whose ultimate goal is to discover the easiest basic values that have the right to define the massive intricacy of nature. These principles have the right to be supplied to gain insights around the of the herbal human being and to make predictions about future readjust.

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Science is a relatively current means of discovering about natural phenomena, having actually mostly reinserted the influences of much less objective approaches and human being views. The major alternatives to science are idea units that are prominent in all societies, including those based on faith, principles, and also aesthetics. These belief units are primarily directed towards different ends than scientific research, such as finding definition that transcends mere existence, discovering just how world ought to behave actually, and understanding the value of creative expression.

Modern scientific research developed from a way of learning referred to as herbal viewpoint, which was arisen by classic Greeks and also was came to with the rational examination of visibility, knowledge, and also sensations. Compared via modern science, yet, research studies in herbal approach offered uninnovative innovations and approaches and also were not particularly quantitative, sometimes involving just the application of logic.

Modern science started with the organized investigations of famed 16th- and 17th-century scientists, such as:

Nicolaus Copernicus (1473-1543), a Polish astronomer who conceived the contemporary theory of the solar systemWilliam Gilbert (1544-1603), an Englishguy who operated on magnetismGalileo Galilei (1564-1642), an Italian that conducted research on the physics of objects in activity, as well as astronomyWilliam Harvey (1578-1657): an Englishguy that defined the circulation of the bloodIsaac Newton (1642-1727): an Englishman that made important contributions to understanding gravity and the nature of light, formulated regulations of motion, and occurred the math of calculusInductive and Deductive Logic

The English philosopher Francis Bacon (1561-1626) was likewise extremely influential in the advance of modern science. Bacon was not an actual practitioner of scientific research but was a solid proponent of its arising methodologies. He advocated the application of inductive logic, in which conclusions are occurred from the accumulating proof of experience and the outcomes of experiments. Inductive logic can lead to unifying explanations based upon huge bodies of data and also monitorings of phenomena. Consider the adhering to illustration of inductive logic, used to an environmental topic:

Observation 1: Maritime mammals off the Atlantic coast of Canada have huge residues of DDT and other chlorinated hydrocarbons in their fat and various other body tworries.Observation 2: So execute marine mammals off British Columbia.Observation 3: As perform those in the Arctic Ocean, although in lower concentrations.

Inductive conclusion:There is a widespread contamicountry of marine mammals through chlorinated hydrocarbons. Additional study might demonstrate that the contamination is a global phenomenon. This suggests a perhaps vital ecological trouble.

In contrast, deductive logic entails making one or even more initial assumptions and then illustration logical conclusions from those premises. Consequently, the reality of a deductive conclusion relies on the veracity of the original assumptions. If those suppositions are based on false information or on incorrect superorganic belief, then any kind of deduced conclusions are most likely to be wrong. Consider the following illustration of deductive logic:

Assumption 1: TCDD, a really toxic chemical in the dioxin household, is poisonous when present in also the smallest concentrations in food and also water—also a solitary molecule can reason toxicity.Assumption 2: Expocertain to anything that is poisonous in even the smallest concentrations is unsafe.Assumption 3: No exposure that is unsafe should be enabled.

Deductive conclusion 1:No exposure to TCDD is safe.Deductive conclusion 2:No egoals of TCDD should be permitted.

The two conclusions are consistent through the original presumptions. However before, there is disagreement among highly qualified researchers about those assumptions. Many type of toxicologists think that exposures to TCDD (and also any other possibly toxic chemicals) should exceed a threshost of biological tolerance before poisoning will outcome (watch Chapter 15). In contrast, other scientists think that even the smallest exposure to TCDD carries some level of toxic risk. Thus, the stamina of deductive logic relies on the acceptance and reality of the original assumptions from which its conclusions circulation.

In general, inductive logic plays a a lot stronger function in contemporary science than does deductive logic. In both cases, yet, the usefulness of any kind of conclusions relies considerably on the accuracy of any kind of observations and also other information on which they were based. Poor information might cause an inaccurate conclusion via the application of inductive logic, as will inappropriate assumptions in deductive logic.

Goals of Science

The broad goals of scientific research are to understand organic sensations and to describe just how they might be changing over time. To achieve those purposes, researchers undertake investigations that are based upon indevelopment, inferences, and also conclusions emerged via a systematic application of logic, commonly of the inductive type. As such, scientists closely observe natural sensations and also conduct experiments.

A greater goal of clinical research study is to formulate legislations that describe the woremperors of the universe in general terms. (For instance, watch Chapter 4 for a summary of the regulations of thermodynamics, which resolve the changes of power among its various claims.) Universal legislations, in addition to theories and also hypotheses (view below), are supplied to understand and also define organic phenomena. However, many type of herbal sensations are very complicated and may never be totally understood in regards to physical legislations. This is particularly true of the methods that organisms and ecosystems are organized and also function.

Scientific investigations may be pure or applied. Pure scientific research is pushed by intellectual curiosity – it is the unfettered search for understanding and expertise, without regard for its usefulness in humale welfare. Applied science is even more ambitious and also faces valuable obstacles and problems of one type or another. Applied science can research how to improve modern technology, or to breakthrough the management of natural resources, or to reduce pollution or various other environmental dameras associated through huguy activities.

Facts, Hypotheses, and Experiments

A fact is an occasion or point that is definitely recognized to have happened, to exist, and also to be true. Facts are based upon suffer and also clinical proof. In comparison, a hypothesis is a proposed explanation for the incident of a phenomenon. Scientists formulate hypotheses as statements and also then test them via experiments and also other develops of study. Hypotheses are occurred utilizing logic, inference, and also mathematical disagreements in order to define observed sensations. However, it should constantly be feasible to refute a clinical hypothesis. Hence, the hypothesis that “cats are so intelligent that they prevent people from finding out it” cannot be logically refuted, and so it is not a scientific hypothesis.

A concept is a broader conception that refers to a set of explanations, rules, and regulations. These are supported by a big body of observational and experimental evidence, all bring about robust conclusions. The following are some of the most renowned theories in science:

the theory of gravitation, initially proposed by Isaac Newton (1642-1727)the theory of development by organic selection, published simultaneously in 1858 by 2 English naturalists, Charles Darwin (1809-1882) and also Alfred Russel Wallace (1823-1913)the concept of relativity, determined by the German–Swiss physicist, Albert Einstein (1879-1955)

Celebrated theories favor these are strongly supported by big bodies of evidence, and also they will likely persist for a lengthy time. However before, we cannot say that these (or any other) theories are well-known via certainty to be true –some future experiments may yet falsify also these famous theories.

The scientific method starts with the identification of a question involving the framework or function of the natural civilization, which is normally developed using inductive logic (Figure 2.1). The question is construed in terms of existing theory, and also particular hypotheses are formulated to define the character and also reasons of the organic phenomenon. The study can involve observations made in nature, or closely controlled experiments, and the outcomes usually provide scientists factors to reject hypotheses rather than to accept them. Most hypotheses are rejected bereason their predictions are not borne out during the course of research study. Any viable hypotheses are better examined through additional research study, aobtain greatly entailing experiments designed to disprove their predictions. Once a huge body of evidence accumulates in assistance of a hypothesis, it have the right to be offered to corroboprice the original concept.

Figure 2.1. Diagrammatic Representation of the Scientific Method. The clinical strategy starts with a question, relates that question to a concept, formulates a hypothesis, and also then rigorously tests that hypothesis. Source: Modified from Raven and also Johnson (1992).


The scientific approach is just to investigate inquiries that deserve to be critically examined through observation and experiment. Consequently, science cannot solve value-laden concerns, such as the interpretation of life, good versus evil, or the presence and qualities of God or any type of other supernatural being or force.

An experiment is a test or examination that is designed to carry out proof in support of, or preferably versus, a hypothesis. A organic experiment is conducted by observing actual variations of sensations in nature, and then occurring explanations by analysis of possible causal mechanisms. A manipulative experiment requires the deliberate modification of components that are hypothesized to influence phenomena. The manipulations are carefully planned and also regulated in order to determine whether predicted responses will certainly take place, thereby unextending causal relationships.

By far the the majority of beneficial working hypotheses in scientific research study are designed to disprove fairly than support. A null hypothesis is a specific testable investigation that denies something implied by the major hypothesis being stupassed away. Unless null hypotheses are removed on the basis of contrary evidence, we cannot be confident of the main hypothesis.

This is an important facet of clinical investigation. For circumstances, a certain hypothesis might be supported by many kind of confirming experiments or observations. This does not, however, serve to “prove” the hypothesis – quite, it just supports its conditional acceptance. As soon as a clearly identified hypothesis is falsified by an as necessary designed and also well-carried out experiment, it is disverified for all time. This is why experiments designed to disprove hypotheses are a crucial facet of the scientific approach.

Revolutionary advances in expertise might take place once a crucial hypothesis or concept are rejected via discoveries of science. For circumstances, once it was found that the Earth is not level, it became possible to confidently sail past the visible horizon without are afraid of falling off the edge of the civilization. Anvarious other instance connected the exploration by Copernicus that the planets of our solar device revolve around the Sun, and also the related concept that the Sun is an plain star among many type of – these revolutionary principles reinserted the formerly leading one that the planets, Sun, and stars all rdeveloped around the Earth.

Thomas Kuhn (1922-1995) was a theorist of scientific research who emphasized the crucial role of “scientific revolutions” in achieving great advances in our knowledge of the organic civilization. In significance, Kuhn (1996) shelp that a scientific radvancement occurs once a well-established concept is rigorously tested and also then collapses under the accumulating weight of new facts and also observations that cannot be explained. This renders the original concept obsolete, to be reinserted by a brand-new, more increated paradigm (i.e., a set of presumptions, concepts, methods, and values that constitutes a means of viewing truth and also is common by an intellectual community).

A variable is a element that is thought to influence a herbal phenomenon. For instance, a scientist might hypothesize that the performance of a wwarmth chop is perhaps limited by such variables as the availcapacity of water, or of nutrients such as nitrogen and also phosphorus. A few of the the majority of effective scientific experiments involve the manipulation of key (or controlling) variables and also the compariboy of results of those therapies with a control that was not manipulated. In the instance just defined, the specific variable that controls wwarmth performance could be figured out by conducting an experiment in which test populaces are provided with varying quantities of water, nitrogen, and also phosphorus, alone and also in combicountry, and also then comparing the outcomes through a non-manipulated control.

In some respects, but, the explanation of the scientific technique readily available over is a little uninstrumental. It maybe suggests a too-orderly progression in regards to logical, objective trial and error and comparichild of alternative hypotheses. These are, in reality, necessary components of the scientific technique. Nevertheless, it is essential to understand also that the insights and individual biases of scientists are likewise considerable in the conduct and development of science. In the majority of cases, scientists style research that they think will “work” to yield useful results and contribute to the orderly breakthrough of knowledge in their field. Karl Popper (1902-1994), a European theorist, detailed that researchers tfinish to usage their “imagiindigenous preconception” of the woremperors of the natural human being to design experiments based upon their indeveloped insights. This means that efficient scientists have to be more than knowledgeable and also technically skilled – they must additionally be qualified of a degree of insightful creative thinking as soon as forming their principles, hypotheses, and research study.

Image 2.1. An experiment is a regulated examination designed to provide proof for, or preferably against, a hypothesis around the working of the herbal human being. This laboratory experiment exposed test populations of a grass to different concentrations of a toxic chemical.



Much scientific examination entails the collection of observations by measuring phenomena in the herbal world. Anvarious other important facet of science requires making predictions around the future worths of variables. Such projections require a degree of understanding of the relationships among variables and their affecting factors, and also of current fads of adjust. However before, many kind of kinds of scientific indevelopment and predictions are topic to inaccuracy. This occurs bereason measured data are regularly approximations of the true worths of phenomena, and also predictions are hardly ever fulfilled precisely. The accuracy of observations and also predictions is influenced by various factors, specifically those defined in the adhering to sections.


A few phenomena are thought about to have actually a global character and also are consistent wherever before and also whenever they are accurately measured. One of the best examples of such a global continuous is the rate of light, which always has a worth of 2.998 × 108meters per second, regardless of wbelow it is measured or of the speed of the body from which the light is emitted. Similarly, specific relationships describing transformations of energy and also matter, recognized as the regulations of thermodynamics (Chapter 4), constantly offer reputable predictions.

However before, most natural phenomena are not so consistent—depending upon scenarios, tright here are exceptions to basic predictions about them. This circumstance is specifically true of biology and ecology, connected fields of science in which almost all general predictions have exceptions. In truth, regulations or unifying values of biology or ecology have actually not yet been found, in contrast to the a number of esteemed regulations and 11 universal constants of physics. For this factor, biologists and ecologists have actually good obstacles making specific predictions about the responses of organisms and also ecodevices to eco-friendly adjust. This is why biologists and ecologists are sometimes sassist to have actually “physics envy.”

In huge part, the inaccuracies of biology and also ecology take place because crucial features are managed by complexes of poorly understood, and periodically undetermined, eco-friendly influences. Consequently, predictions about future values of organic and ecological variables or the causes of changes are rarely accurate. For example, also though ecologists in eastern Canada have actually been monitoring the population size of spruce budworm (an essential pest of conifer forests) for some years, they cannot accurately predict its future abundance in certain stands of forest or in bigger areas. This is because the abundance of this moth is affected by a complex of ecological components, consisting of tree-species complace, age of the forest, abundance of its predators and also parasites, amounts of its desired foods, weather at crucial times of year, and also insecticide use to minimize its populaces (watch Chapter 21). Biologists and ecologists carry out not totally understand this complexity, and probably they never before will certainly.


Many type of herbal sensations are very variable in area and also time. This is true of physical and also chemical variables and also of organic and also environmental ones. Within a woodland, for instance, the amount of sunlight reaching the ground varies significantly through time, relying on the hour of the day and also the seachild of the year. It likewise varies spatially, depending on the density of foliage over any area wright here sunlight is being measured. Similarly, the thickness of a details species of fish within a river commonly varies in response to changes in habitat problems and other influences. Many fish populaces likewise vary over time, especially migratory species such as salmon. In environmental science, replicated (or individually repeated) dimensions and statistical analyses are provided to meacertain and account for these kinds of temporal and spatial variations.

Accuracy and also Precision

Accuracy refers to the degree to which a measurement or observation shows the actual, or true, worth of the topic. For instance, the insecticide DDT and also the metal mercury are perhaps toxic chemicals that happen in map concentrations in all organisms, but their tiny residues are tough to analyze chemically. Some of the analytical methods provided to recognize the concentrations of DDT and also mercury are more specific than others and therefore carry out reasonably useful and also trustworthy data compared through much less accurate approaches. In fact, analytical data are generally approximations of the actual worths – rigorous accuracy is seldom attainable.

Precision is regarded the level of repeatcapacity of a measurement or monitoring. For instance, suppose that the actual number of caribou in a moving herd is 10,246 pets. A wildlife ecologist could estimate that tright here were about 10,000 animals in that herd, which for practical purposes is a reasonably precise reckoning of the actual variety of caribou. If other ecologists also independently estimate the size of the herd at about 10,000 caribou, tbelow is a good degree of precision among the worths. If, however, some methodical predisposition existed in the methodology used to count the herd, giving continuous estimates of 15,000 pets (remember, the actual populace is 10 246 caribou), these approximates would certainly be thought about exact, yet not particularly accurate.

Precision is also pertained to the number of digits through which data are reported. If you were using a versatile tape to meacertain the lengths of 10 large, wriggly snakes, you would certainly more than likely meacertain the reptiles only to the nearest centimetre. The toughness and squirminess of the animals make even more exact measurements difficult. The reported average length of the 10 snakes need to reflect the original measurements and also might be offered as 204 cm and not a value such as 203.8759 cm. The latter number can be shown as a digital average by a calculator or computer, however it is unrealistically exact.

Significant numbers are related to accuracy and also precision and also can be characterized as the number of digits supplied to report information from analyses or calculations (see likewise Appendix A). Significant numbers are a lot of quickly understood by examples. The number 179 has three considerable figures, as does the number 0.0849 and also also 0.000794 (the zeros preceding the significant integers do not count). However, the number 195,000,000 has nine substantial numbers (the zeros adhering to are meaningful), although the number 195 × 106has actually just three considerable figures.

It is hardly ever valuable to report environmental or ecological data to even more than 2-4 significant figures. This is because any more would certainly mainly exceed the accuracy and also precision of the methodology offered in the estimation and also would therefore be unrealistic. For instance, the approximate populace of Canada in 2015 was 35.1 million human being (or 35.1 × 106; both of these notations have three substantial figures). However, the population have to not be reported as 33,100,000, which means an unrealistic accuracy and precision of eight considerable figures.

A Need for Scepticism

Environpsychological scientific research is filled via many type of examples of uncertainty—in present worths and also future changes of eco-friendly variables, and also in predictions of organic and also environmental responses to those transforms. To some degree the difficulties linked through clinical uncertainty can be mitigated by occurring improved techniques and innovations for evaluation and by modelling and also studying transforms occurring in various components of the people. The latter approach enhances our expertise by giving convergent proof about the event and causes of organic sensations.

However, clinical information and also knowledge will certainly always be subject to some level of uncertainty. As such, predictions will always be inaccurate to some level, and also this uncertainty should be taken into consideration when trying to understand also and also attend to the reasons and also results of eco-friendly changes. Thus, all indevelopment and also predictions in environmental scientific research need to be critically construed with uncertainty in mind (In Detail 2.1). This must be done whenever before one is finding out about an environmental problem, whether it requires listening to a speaker in a classroom, at a conference, or on video, or when analysis an article in a newspaper, textbook, website, or scientific journal. Because of the uncertainty of many predictions in science, and also especially in the ecological realm, a particular amount of scepticism and crucial analysis is constantly helpful.

Environmental issues are acutely important to the welfare of world and various other species. Science and also its techniques permit for an essential and also objective identification of vital concerns, the examination of their reasons, and a level of understanding of the results of environmental change. Scientific indevelopment impacts decision making about environmental worries, consisting of whether to seek expensive tactics to protect against better, however often unspecific, damage.

Scientific information is, but, just one consideration for decision devices, that are additionally pertained to through the economic, social, and also political contexts of ecological difficulties (see Environmental Issues 1.1 and Chapter 27). In fact, when deciding just how to address the reasons and after-effects of ecological transforms, decision devices may provide higher weight to non-scientific (social and economic) considerations than to scientific ones, especially when tbelow is uncertainty around the last. The the majority of crucial decisions about eco-friendly problems are made by politicians and also senior bureaucrats in federal government, or by exclusive managers, rather than by environmental researchers. Decision makers typically worry about the momentary implications of their decisions on their possibilities for re-election or continued employment, and also on the financial task of a company or culture at huge, as much as they carry out about the aftermath of eco-friendly damages (view likewise Chapter 27).

In Detail 2.1. Critical Evaluation of an Overpack of InformationMore so than any previous culture, we live this day in a world of simple and abundant indevelopment. It has end up being remarkably simple for people to connect through others over substantial ranges, turning the civilization into a “worldwide village” (a expression coined by Marshall McLuhan (1911-1980), a Canadian theorist, to explain the phenomenon of universal networking). This global connectedness has actually been promoted by technologies for carrying ideas and also knowledge—especially electronic communication gadgets, such as radio, television, computers, and also their netfunctions. Today, these innovations compush space and also time to attain a practically instantaneous interaction. In reality, so much information is currently available that the instance is regularly described as an “information overload” that have to be analyzed critically. Critical analysis is the process of sorting information and also making scientific enquiries around data. Involved in all aspects of the clinical process, crucial analysis scrutinizes indevelopment and research study by posing wise inquiries such as the following:

Is the information acquired from a scientific frame consisting of a hypothesis that has actually been emerged and tested, within the conmessage of an existing body of expertise and concept in the field?Were the methodologies used most likely to administer data that are objective, precise, and precise? Were the data analyzed by statistical techniques that are proper to the information framework and to the concerns being asked?Were the results of the research study compared through various other pertinent occupational that has actually been previously published? Were vital similarities and also distinctions debated and a conclusion deduced about what the brand-new job-related reveals around the concern being investigated?Is the indevelopment based upon study publiburned in a refereed journal—one that needs highly qualified reviewers in the subject area to scrutinize the job-related, adhered to by an editorial decision about whether it warrants publication?If the evaluation of an issue was based on incomplete or maybe inaccurate indevelopment, was a preventative strategy used in order to accommoday the uncertainty innate in the recommendations? All individuals of publiburned study have actually an duty to critically evaluate what they are reading in these methods in order to decide whether the concept is proper, the methodologies dependable, and the conclusions sufficiently durable. Since so many environmental worries are controversial, via information and also indevelopment presented on both sides of the debate, civilization should have the ability to formulate objectively instrumental judgments. For this reason, civilization require a high level of eco-friendly literacy—an informed understanding of the causes and also results of ecological damperiods. Being able to critically analyze indevelopment is a key personal benefit of examining ecological science.Conclusions

The measures and methods of science are essential in the identifying, expertise, and also resolving ecological problems. At the very same time, however, social and also financial worries are likewise essential considerations. Although scientific research has made remarkable development in helping us to understand the herbal people, the excessive intricacy of biology and also ecounits provides it difficult for ecological researchers to make reliable predictions about the after-effects of many type of huguy economic tasks and other impacts. This context underscores the require for continued research of the clinical and also socio-economic dimensions of ecological difficulties, even while practical decisions must be made to address apparent worries as they aincrease.

Questions for Review

Rundown the factors why science is a rational means of understanding the herbal world.What are the distinctions between inductive and also deductive logic? Why is inductive logic even more often offered by researchers when formulating hypotheses and also generalizations about the herbal world?Why are null hypotheses an effective means to conduct clinical research? Identify a hypothesis that is suitable for examining a particular difficulty in environmental science and indicate a equivalent null hypothesis that can be examined through study.What are the causes of variation in herbal phenomena? Choose an instance, such as distinctions in the body weights of a identified team of world, and also imply factors for the variation.

Questions for Discussion

What are the key differences between scientific research and a much less objective idea mechanism, such as religion?What factors lead to clinical controversies around eco-friendly issues? Contrast these with environmental controversies that exist bereason of differing worths and also people views.Exsimple why tbelow are no scientific “laws” to define the structure and also feature of ecosystems.Many type of herbal phenomena are extremely variable, particularly ones that are organic or ecological. What are the ramifications of this variability for expertise and predicting the causes and results of ecological changes? How carry out ecological researchers cope with this obstacle of a variable herbal world?

Exploring Issues

Devise an eco-friendly question of interemainder to yourself. Suggest valuable hypotheses to investigate, identify the null hypotheses, and also outline experiments that you could conduct to carry out answers to this question.During a research study project investigating mercury, an ecological scientist percreated a collection of chemical analyses of fish recorded in Lake Canuck. The sampling routine associated seven species of fish acquired from miscellaneous habitats within the lake. A total of 360 fish of assorted sizes and also sexes were analyzed. It was discovered that 30% of the fish had actually residue levels better than 0.5 ppm of mercury, the top level of contamination recommended by Health Canada for fish eaten by humans. The scientist reported these outcomes to a governmental regulator, who was alarmed by the high mercury residues because of Lake Canuck’s popularity as a place where people fish for food. The regulator asked the scientist to recommend whether it was safe to eat any type of fish from the lake or whether to avoid only certain sizes, sexes, species, or habitats. What sorts of information analyses have to the scientist perform to build helpful recommendations? What various other clinical and also non-clinical aspects must be considered?References Cited and More Reading

Amerihave the right to Association for the Advancement of Science (AAAS). 1990. Science for All Americans. AAAS, Washington, DC.

Barnes, B. 1985. About Science. Blackwell Ltd ,London, UK.

Giere, R.N. 2005. Understanding Scientific Reasoning. fifth ed. Wadsworth Publishing, New York, NY.

Kuhn, T.S. 1996. The Structure of Scientific Revolutions. third ed. University of Chicago Press, Chicback, IL.

McCain, G. and E.M. Siegal. 1982. The Game of Science. Holbrook Press Inc., Boston, MA.

Moore, J.A. 1999. Science as a Way of Knowing. Harvard University Press, Boston, MA.

Popper, K. 1979. Objective Knowledge: An Evolutionary Approach. Clarendon Press, Oxford, UK.

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Raven, P.H., G.B. Johnboy, K.A. Mason, and J. Losos. 2013. Biology. 10th ed. McGraw-Hill, Columbus, OH.