JOURNAL OF ANTHROPOLOGICAL ARCHAEOLOGY 1, 56-97 (1988) A General Explanation of Subsistence Change: From Hunting and Gathering to Food Production RICHARD W. REDDING Cranbrook Institute of Science, 500 Lone Pine Rd., P.O. Box 801, BloomjIeld Hills, Michigan 48013 Received March 27, 1985 No widely accepted, general model for the origin of food production has emerged despite the effort expended. It is argued that this is due to three defects that most of the published explanations share. After a consideration of these defects and several concepts (e.g., carrying capacity, population growth in humans, selective milieu for human behaviors that limit reproduction, evolution of hunter/gatherer subsistence tactics, and the evolution of tactics versus strategies), an explanation for the origin of food production is presented. The explanation assumes that local populations of hunter/gatherers grew and stressed the resource base causing these groups to adopt tactics to relieve the stress. The alternative tactics were emigration, diversification of the resource base, and storage. If the population continued to grow, either behaviors that limit reproduction became advantageous or a change in subsistence strategy to food production had to occur. Behaviors that limit reproduction would have been favored in areas in which fluctuations in the resource base were, relatively, more predictable, less frequent, and less severe. Food production would have been favored in areas in which the fluctuations were, relatively, less predictable, more frequent, and more severe. Although the explanation is not formally tested, a number of implications of the explanation that may be tested with archaeological data are noted, and the explanation is examined in the context of some archaeological data. Q 1988Academic Press, Inc. INTRODUCTION The development of food production marked a qualitative change in human subsistence behavior that had far reaching consequences for cultural evolution. Hence, the documentation and explanation of this shift has been an important focus of archaeological research. The descriptive and theoretical literature on the subject is voluminous, but despite alI the effort expended no widely accepted, general model exists to explain the origin of food production. I will argue that this is due to a number of fundamental defects shared by most of the proposed explanations, and by confusion over what is being explained. I will present a synthetic model 56 0278-4165/88 $3.00 Copyright 8 1988 by Academic Press, Inc. AII rights of reproduction in any form reserved. GENERAL EXPLANATION OF SUBSISTENCE CHANGE 57 of human subsistence behavior that attempts to explain changes from hunting and gathering through the development of food production; subsuming an explanation for the origin of food production. The approach I will utilize needs to be made explicit and discussed before proceeding further. I will use a Darwinian evolutionary paradigm similar to what Rindos (1984:74) has called Cultural Selectionism, but the approach, contrary to Rindos’, will emphasize a search for the selective pressures that operated on human subsistence behavior. I will not try to defend the use of a Darwinian approach to changes in human behavior. A number of authors have already detailed selectionist models for application to humans and discussed their utility (e.g., Alexander 1979a, 1979b; Boyd and Richerson 1985; Cavalli-Sforza and Feldman 1973, 1981; Durham 1979, 1982; Flinn and Alexander 1982; Irons 1979; Rindos 1984; Wilson 1978). Those familiar with this literature will have realized that this list represents a diversity of opinion on how to model cultural evolution using a Darwinian paradigm. The model of Durham (1979, 1982), most closely resembles the one I, implicitly, use in this paper. Previously published explanations for the origin of food production have frequently depended on a “prime mover” (e.g., population growth, environmental change) as the mechanism for change or while recognizing the importance of a number of factors, stressed one as primary. It is unlikely that a single selective pressure is operating on any behavior, instead a number of selective pressures interact to produce a selective milieu. It is probably impossible to identify all the selective pressures on a behavior and the variants of the behavior that they favor. The model I will develop identifies the major selective pressures and suggests how they might interact. However, some sources of pressure, seen as amplifying or subsidiary, will be ignored in order to simplify the model (e.g., see the discussion of sedentism and environmental change in the General Comments section). PREVIOUS WORK ON THE ORIGIN OF FOOD PRODUCTION: A SUMMARY Before the explanation and model can be presented, and in order to justify the approach I will utilize, a quick review and critique of the published explanations for the origin of food production must be undertaken. The concensus among people working on the problem of the origin of food production, as expressed in the most recent, general, multicontributor volume on the subject (Reed 1977a), is that food production devel- 58 RICHARD W. REDDING oped independently in four or five areas of the world. Research in each of these centers has concentrated on four questions: (I) What were the plant and animal species used in the local development of food production? (2) When did food production appear in the area? (3) How did domestication occur? (4) Why did humans shift from food collecting to food production? The answer to the first question simply requires the identification of domesticates from sites. The second is more complex and requires more than the simple dating of the earliest evidence of domestication. The third question requires a description of how plants, animals, and humans interacted resulting in domestication. Parts of a recent work by Hesse (1982) examines this question for animals and recent works by Rindos (1980, 1984) presents a new approach, primarily for plants, to this question. The fourth question is the real challenge to researchers requiring the development of predictive models based on ultimate explanations. What were the selective pressures that favored food production? This is the question with which I am concerned in this paper. Numerous explanations have been offered to answer the fourth question. All of these explanations, except those employing vitalism as a mechanism, use, implicitly or explicitly, some evolutionary paradigm. But, these models vary considerably in complexity, theoretical sophistication, and intended generality. The major effort to understand the origin of food production has been directed toward the Near East, and all the explanations have, in general, focused on the origin of food production in the Near East. All of them, however, have been applied to other areas of the Old World as well as the New World centers. Some of the explanations have been offered as formal models or with testable implications (e.g., Binford 1968), while others have been offered as assertions (e.g., Moore 1982). The explanations that have been proposed are diverse and any classification will inevitably do a disservice to some one; however, with this caveat in mind, the proposed explanations can be divided into six types based on mechanism: (1) Those explanations in which no cause is cited and the origin is seen as the result of human inventiveness (e.g., Braidwood 1963; Carter 1977). (2) Those in which climatic change is the prime mover. These include the Oasis model (Childe 1952) and a modified nuclear zone model (Wright 1968). (3) Those in which population growth is the primary mechanism (e.g., Smith and Young 1972; Cohen 1977a, 1977b). (4) Those in which population growth and change or variation in GENERAL EXPLANATION OF SUBSISTENCE CHANGE 59 climate interact to effect domestication (e.g., Binford 1%8; Hassan 1977, 1981; Hesse 1982). (5) Those in which food production is seen as the end result of the development of an evolutionary relationship (Rindos 1984). (6) Those in which no mechanism is directly identified but the origin of food production is seen as the result of the operation of a number of variables (Redman 1978; Moore 1982). Vitalistic explanations, type 1, are not testable and are unacceptable (Binford 1968:322). No models of the other types have been successfully applied to all the centers of domestication, but only the Oasis explanation has been rejected for all the centers of the world. Probably the most widely accepted explanations are those based on population growth, type 3, and Binford’s edge-zone model, one of the type 4 explanations. Models based on population growth have been criticized on theoretical grounds (Bronson 1977; Reed 1977a; Rindos 1984). Flannery (1969) applied Binford’s model to the Near East, but did not formally test it. However, enough people were persuaded by Flannery’s article that Flannery was later forced to warn: “although it [Binford’s model] has won almost frightening acceptance among some of my colleagues, it is still unproven and highly speculative” (Flannery 1973:284). In the same article Flannery (1973:296) notes that while Binford’s model might be applicable to South America, it could not explain the origin of food production in Mesoamerica, because population densities prior to the origin of food production were very low. A new approach to explaining why humans shifted from hunting and gathering to food production has recently been offered by Rindos (1984). This is a generally sound and useful treatment of the problem. I do not intend to review Rindos’ work here, but I would like to examine some of the assumptions and assertions he makes as they affect the discussion here. Rindos suggeststhat food production arose as a result of the development of a mutualistic relationship between humans and plants (/animals). He sees why this mutualism developed as an irrelevant question. Why humans began to establish coevolutionary relationships with plants is a question without real meaning. We might as well ask why certain ants established coevolutionary relations with fungi or certain birds with specific fruits. The relationships were established as a result of the maximization of fitness in a given situation in time and space; they were neither inevitable nor desireable, but merely happened. (Rindos 1984:141) For Rindos, food production arose as the result of the development of coevolutionary interactions. I disagree with this position. Fitness is relative; hence, an increase in 60 RICHARD W. REDDING the fitness of one form must be at the expense of the fitness of another. The development of mutualistic behaviors, if they increased fitness, must have come at the expense of other forms of behavior; the concept of fitness only has meaning in a selective milieu. Hence, selective pressures must have been operating that favored the establishment of mutualistic behaviors. What does the mutualism (even in its earliest stages) provide that gives the behavior an advantage for both symbionts in competition with other members of their population: is it food, safety, nesting sites, etc.? The question of why involves identifying the selective pressures operating and which behaviors they favored. If we accept Rindos’ model as how food production arose, we must still examine why humans and plants developed and maintained a mutualistic relationship.‘,” Rindos in other sections of his (1984) book implicitly recognizes the validity of the search for the operating selective pressures (e.g., pp. 178-189, p. 196). To assert that the why is unimportant because food production is the result of advantages resulting from mutualism ignores what may be a source of useful insight into the forces affecting human behavior. A further problem with the work of Rindos, as affects the discussion in this paper, is that his model offers no explanation for why food production developed in some areas and spread out from these centers. Based on the model the only answer would be that the centers are where mutualism first developed. However, the selection for and spread of a new trait first requires the appearance of that trait. But whether that trait spreads in the population and how quickly it spreads depends upon the pressures favoring and opposing the variant. Hence, again we see the value of seeking selective pressures: factors that affect the relative fitness of variants. GENERAL PROBLEMS OF THE EXPLANATIONS The purpose of this section of the paper is not to review published criticism of the various explanations. What is presented here is an overview of the specific problems that have not previously been discussed. The failure of any of the proposed explanations to survive testing in more than one area, or to be generally accepted, is due, I believe, to three defects. Some of the proposed explanations contain all three of the defects; others contain only one; Rindos’ explanation contains none of these defects. Defect 1 The first defect with the published explanations * See Notes section at end of paper for all footnotes. is that they focus on the GENERAL EXPLANATION OF SUBSISTENCE CHANGE 61 development of food production. Most of them describe some preceding and succeeding changes in human subsistencebehavior, and acknowledge that the ones they identify are related to the development of food production (Christenson 1980; Cohen 1977b; Earle 1980; Flannery 1968, 1969), but only Flannery (1%9), Cohen (1977b), and Hassan (1981) really attempt to fit one of the changes into their model. The origin of food production is part of a continuum of change in human subsistence tactics and strategies. Other parts of this continuum, containing changes that occurred before and after the shift to food production, should provide insight into the selective pressures operating on human subsistence, and, if we are to develop a general explanation for the origin of food production, then these changes should also be predicted by the explanation. The goal of this paper is to explain changes in human subsistencefrom hunting and gathering through food production. Defect 2 Most of the explanations for the origin of food production have started with the given that some plant(s) and/or animal(s) were domesticated in some area, and then sought to explain why (an important exception to this generalization is Binford’s (1968) treatment of the problem). This approach led to explanations that were region specific: when applied to data from other areas they tended to fail. This approach is too limited and ignores several important questions that need to be addressed by any general explanation. Two of these questions are: why here, and why not there? These two questions rarely have been addressed (for an exception, see Pryor 1986) and when they have, the answer proposed has been the distribution of potentially domesticable plants and animals or suitability of the area for agriculture. Rindos (1984:91 and implicitly on p. 20) denies that these are useful questions. However, again, by identifying the selective pressures that lead to food production and exploring why they did not affect the populations in some areas, we can gain insight into the general pressures operating on human subsistence.2 Another question that any general explanation must consider is why did food production spread? Most workers seem to assume that once it arose, food production spread because it was a superior subsistence strategy compared to hunting and gathering. Given work on hunter/gatherer labor investment in subsistence (e.g., see part II of the volume edited by Lee and Devore 1968), it is unlikely that such an explanation for the spread of food production is viable (Pfeiffer 1976:27). Rindos (1984:271-284) has offered a model for the spread of food production based on differences in fluctuations in carrying capacity between populations using food production and those using hunting and gathering. Food production spread because in the local 62 RICHARD W. REDDING environment individuals who adopted it raised more and/or more fit offspring, and as an initial research position I would suggest that the selective pressures that favored the spread of food production are identical or very close to those that lead to its origin. Defect 3 The third defect actually has two related aspects. First, most of the published explanations assume, implicitly or explicitly, that decisions to limit population or change food procurement strategy are made by the larger group for the good of the group, when in fact such decisions are characteristically made by individuals or small groups of closely related individuals. This reliance on what evolutionary biologists have called “group selection” becomes important when it is assumed that individuals reduce their fitness for the good of the group. Second, most of the published explanations assume that food production is, and has always been, an alternative to gaining resources from hunting and gathering. Hence, the function of food production at its earliest stage was to replace food resources gained by hunting and gathering. (I will propose a bridging function for the earliest stages of food production-see the first point under General Comments and under An Explanation and Model.) The potential difficulties encountered when group based, functionalist explanations are confused with evolutionary explanations are apparent in recent discussions of female infanticide (Hawkes 1981; Dickemann 1981). Using Binford (1968), Flannery (1969, 1973), and other works with a demographic emphasis as a starting point and stimulus I have developed an explanation for changes in human subsistence tactics and strategies from hunting and gathering through food production that avoids these defects. The explanation is designed to be universal: the implications derived from it are testable in any area of the world. In order to present this explanation in a clear, intelligible fashion I would like to precede it with a discussion of some concepts, definitions, and assumptions. Following the presentation of the explanation I will briefly discuss and restate some important points that are not explicitly made in its presentation and then discuss some predictions that may be used to test the explanation. Finally, I will briefly illustrate the model’s potential by discussing it in the context of some of the archaeological data from the Near East. Formal testing will not be undertaken in this paper. CONCEPTS, Carrying DEFINITIONS, AND ASSUMPTIONS Capacity Population biologists and ecologists have developed the logistics model GENERAL EXPLANATION OF SUBSISTENCE CHANGE 63 to describe population growth. The model describes growth as the interaction of two independent parameters; both of these parameters are area specific. The first parameter is the intrinsic rate of increase (r). The r value for an area is derived by subtracting the death rate from the birth rate. The carrying capacity (K) of an area is the point on the logistic growth curve at which further increase in a population in a given area is not possible because of environmental resistance. The parameters are for a population in a particular environment and are partially dependent upon the behavior of the animal. Hence, selection may act on the population to alter these parameters. In borrowing the logistic model from ecologists, anthropologists have significantly altered the definition of carrying capacity. For anthropologists, carrying capacity is the level of population that an area can support with a given subsistence technology without degrading the environment (Allan 1949; Cook 1972; Hayden 1975). Using this definition anthropologists and archaeologists have expended considerable effort in trying to calculate the carrying capacity for a group or an area (Allan 1949; Meggit 1962; Lee and Devore 1968: 11; Sahlins 1968; Rappaport 1968; Washburn 1968; Casteel 1972; Hassan 1973, 1976, 1981). These efforts have been heavily criticized and the value of the concept of carrying capacity has been questioned (Street 1969; Hayden 1975). However, the difftculties are a direct result of the attempts by anthropologists to operationalize the concept; as a theoretical concept carrying capacity is useful (Richerson 1977; Glassow 1978; Hassan 1981:166). Human Populations Expand and Stress Their Resource Base Proponents of population pressure as a causal mechanism for the origin of food production assume that human population in an area may increase until it exceeds carrying capacity. Hence, human populations may stress their food resources, and when they do, adaptations will emerge that allow the population to continue to grow. I would prefer to structure this argument in a slightly different fashion. Human population in an area may increase but as it approaches K an increasing amount of the available energy will be put into maintenance of the population and a decreasing amount into reproduction. Hence, theoretically the population should never exceed K. Under these circumstances as the population approaches K selection will favor individuals who utilize tactics and strategies that allow them to put relatively more resources into reproduction, either by increasing their share of the available resources or by exploiting altemative resources. Even given this restatement of the position the question remains whether human populations ever approach the carrying capacity of an 64 RICHARD W. REDDING area. Many researchers oppose this position: these individuals argue that human populations are maintained below carrying capacity by internal social, or cultural, controls that function to regulate the population so they do not stress their resource base. These internal regulatory mechanisms include a number of behaviors that affect fertility (e.g., delayed marriage, abstinence, prolonged lactation, etc.) and mortality (e.g., infanticide). An extreme proponent of this view has argued that all human groups, living and prehistoric, and most primates, regulate their population far below carrying capacity and these groups have been rarely, if ever, stressed by food shortage (Hayden 1975). A basic assumption of Binford’s (1968) explanation for the origin of food production is that late Pleistocene populations of hunters and gatherers were in equilibrium with their environment and were being maintained below carrying capacity by behavioral regulatory mechanisms. The argument between the proponents of population pressure on subsistence resources as a force in cultural evolution and proponents of the position that human populations rarely stress their resource base because they are internally regulated occupies a considerable amount of the space devoted to theory in Origins of Agriculture (Reed 1977a). In a summary statement Reed (1977b:890) suggests, concerning the controversy, “. . . no general consensus emerges . . . and no general conclusion is possible at this time.” Proponents of the position that human populations have and do homeostatically regulate their numbers below carrying capacity with behavior usually cite the theoretical work of some biologists, particularly Wynne-Edwards (1962, 1963, 1964, 1965, 1970), studies by demographers, and studies of extant hunting and gathering groups. Cohen (1977b) has reviewed much of the pertinent data and arguments that were published prior to 1976. He criticizes the use of demographic data from extant populations of hunter/gatherers (Cohen 1977b:42-52) and examines data from the human fossil record that suggest many of the parameters in the logistic growth model had quite different values in the Pleistocene than they do at present in any human population (Cohen 1977b:52-56). First, I would like to point out that much of the biological theory, such as that of Wynne-Edwards, based on the group selection paradigm, has been discredited (Williams 1966; Wilson 1975): group selection is believed to be unable to overcome the effects of individual selection except in very rare circumstances (Alexander 1971; Fox 1979). Second, I would like to update briefly some of the criticism provided by Cohen. Recently, demographic models of the growth of human population have been developed that suggest that even at a low r a single pair could multiply to a population exceeding the present world population in only a few thousand years (Hassan 1981:125-144). From these models it is concluded that Pleisto- GENERAL EXPLANATION OF SUBSISTENCE CHANGE 65 cene human populations must have been regulated (Hassan 1981: 143). But these models generally utilize an r that is the highest one might expect in the environment. The average value of r over the Pleistocene must have been considerably less, because, even as Hassan admits (1981:14&142), r may be negative (resulting in a decline in population) in some areas for periods of time and may fluctuate in any area dramatically. A juvenile mortality rate of 50% may result in a decreasing population (Hassan 1981:138). Hassan cites observed rates for nonindustrial populations of between 30 and 50%. Hence, these models probably reflect a “best case scenario” and are not good estimates of real population growth during the Pleistocene. Bates and Lees (1979:281) have questioned the use of demographic data from modern hunter and gatherer groups as models for the demography of prehistoric populations because of the lack of time depth and lack of regional focus. Wolpoff (1980:284), working with deciduous dentitions from the Pleistocene, has concluded that prehistoric hunter/ gatherers had short birth spacing and high mortality rates; a combination he points out that is not found among any living hunter/gatherers. Wolpoff also suggests that the demographic balance found among modern hunter/ gatherers, which generally inhabit marginal environments, results from marked improvement in infant and adult survivorship that came with the Late Pleistocene and Holocene adaptive changes. Finally, Cohen and Armelagos (1984) have recently edited a book concerned with paleopathology in skeletal samples associated with the development of food production. Cohen and Armelagos conclude (1984597): In sum, these data provide some suggestive evidence but no clear indication of declining health and nutrition among later hunter-gatherers as a population pressure model might suggest. Conversely, the data may show a declining workload among late hunter-gatherers, but otherwise, with the exception of the Benfer study, they provide little indication of any general, progressive improvement in hunter-gatherers’ lifestyles and economic homeostasis. I think Cohen and Armelagos are correct in their summary. But with the restatement made at the beginning of this section on how population pressure would work as the population approached K, one would not necessarily expect to see an increase in mortality or pathology in adults; what one would expect is decreased fertility and a shift in the age curve. Another point needs to be made in this section. Confusion exists over the relationship between population density and its relation to K. For example, Hassan (1981:219) states: I do, however, think that the increase in world population to g-10 million persons by the end of the Pleistocene and the colonization of most of the world biomes by the close of the Pleistocene might have served in some cases as a precondition, rather than a cause or triggering mechanism. Flannery (1973) notes that agriculture emerged in Mesoamerica in areas where population density was low. In the Nile 66 RICHARD W. REDDING Valley, where population density was high, food production lagged three millennia behind that of Southwest Asia and was in the most part stimulated by outside contacts. . . Clearly Hassan assumes that a high density is correlated with a population approaching K. But an area may have a high carrying capacity, under a given subsistence strategy and tactics, and support a relatively high density without the population approaching K. In another area, with the same subsistence strategy and tactics, the carrying capacity may be low and have a relatively much lower density that is at or near K. Just because the population density was low in Mesoamerica is no reason to assume that the population was not stressing the resource base, whether it was or was not at or near K. And, just because density around the Nile Valley was high is no reason to assume that the population was at or near K. K varies from environment to environment and with the strategy and tactics being employed. An important question is when did humans begin to approach K? This question does not have a single answer because values for r and K must be determined and these, as noted above, vary from area to area. A further complication comes from the fact that K is also dependent on the subsistence tactic and strategy being employed by the group occupying the area. What we can say is that human population, on a world-wide basis, appears to have grown throughout the Pleistocene and appears to have swung up significantly starting between 40,000 and 20,000 years ago (for a review of the data, see Cohen 1977b; Hassan 1981:196-203). Do Behavioral Population Regulation Mechanisms What Selective Pressures Might Favor Them? Exist in Humans? Two types of population control mechanisms may exist in humans: physiological and behavioral. Physiological controls depend upon external stress to trigger them and are related to environmental stress. These are the mechanisms that cause a population to decline or stabilize as it approaches K. Physiological controls and mortality acted throughout human evolution limiting growth rates as carrying capacity was approached, probably contributing to a low r during the Pleistocene. It is behavioral controls that are of interest to use here for they are the controls that are proposed by many workers to have limited population growth in humans and prevented populations from ever approaching K. The observation that many natural populations of animals appear to be stable at low densities contributed in a fundamental way to WynneEdwards’ development of a theory of social regulation of population, which assumes that selection can occur at the level of the group. Also GENERAL EXPLANATION OF SUBSISTENCE CHANGE 67 fundamental to the development of Wynne-Edwards’ theory were observations of behaviors in birds and mammals that appeared to be detrimental to the reproductive success of the individuals exhibiting the behavior. As noted above the group selection paradigm has been rejected by most ecologists and evolutionary biologists, and the observed stability in many populations has been attributed to a number of factors that can cause density-dependent increases in morbidity and mortality (e.g., Williams 1966:234-246; McLaren 1971:14-U; Ricklefs 1979514-528). The apparently detrimental behaviors have, when examined, been explained in terms of maximizing an individual’s inclusive fitness (e.g., Lack 1968; Sherman 1977; Emlen 1978; Low 1978). Dickemann (1979, 1981) has offered an explanation along these lines for female infanticide in humans. Clearly some of the behaviors that have been identified as social population regulating mechanisms directly affect demographic variables. But it does not follow that their presence in a population is due to selection for limits to population growth. The selective pressures for a given behavior pattern, like infanticide, may not be based in population control: “If stability is the result, the pattern may be selected for despite, rather than because, of this side effect” (Bates and Lees 1979:278). An individual may utilize a behavior that affects birth and mortality rates in an effort to limit his/her own reproduction in order to maximize his/her inclusive fitness. For example, consider non-sex-biased infanticide in humans. Alexander (1974:368) has suggested that infanticide may be advantageous to an individual under four conditions, two of which are related to food stress, but only if either the cost to the parent because of an increased risk of mortality, which may result in a loss of future reproduction, outweighs benefit to be gained by immediate reproduction; or, addition of another offspring reduces the potential fitness of the offspring already born (Chagnon et al. 1979:294). Hence, an individual, by engaging in infanticide, may raise his or her fitness. Similar arguments have been advanced to explain abstinence and abortion in human groups (Alexander 1974:368). A number of individuals in the population utilizing one or more of these behaviors may produce a stable population. Two selective milieu can be identified that will result in the maintenance in a population of behaviors that limit population. The first involves decisions not related to the population approaching K. For example; it has been argued by several workers (see Hassan 198 1: 147) that a long birth spacing may be advantageous for hunter/gatherers because of their mobility. Birth spacing may be manipulated by abstinence, prolonged lactation, induced sterility, induced abortion, and infanticide. Behaviors that act to limit population based on selection unrelated to the population approaching K are unlikely to result in maintence of the population at a level below carrying capacity. They may severely reduce the growth rate and, hence, 68 RICHARD W. REDDING have accounted for very slow growth rates in some areas of the world during human evolution. The second selective milieu involves decisions made that are related to limits on reproduction as the population approaches K. For example, infanticide may be used to eliminate offspring that may reduce the quality of previously born offspring because they are competing for limited resources (thus diverting food resources from reproduction to maintenance). I suggest that, in the long run, only behaviors that limit population based on selection related to the population approaching K, result in a population maintained below carrying capacity. It is the second selective milieu that proponents of the position that human populations are internally regulated are arguing was important in maintaining densities of Pleistocene and living hunter/gatherers below carrying capacity; and, such proponents are assuming that internal regulation is the first strategy or tactic that selection would favor. An individual limiting his or her reproduction in response to some environmental stress in an area in which other individuals are reproducing, successfully, at a higher level because they have adopted a strategy or tactic that alleviates the stress, must either cease limiting his or her reproduction and adopt the alternative strategy, or be selected against. Whether one wants to use a group selection paradigm or a paradigm of selection operating at the level of the individual, selection should not favor any behavior that decreases birth rates and/or increases mortality rates until alternative strategies/ tactics that alleviate the stress (and in this scenerio permit an increase in the population of individuals using the alternative strategy/tactics) have been exhausted. This is a consequence of selection favoring strategies and tactics that maximize an individual’s contribution to subsequent generations . Human Population Growth, on a Regional Will Vary within and between Regions Scale, Is Erratic, and Rates Population growth in humans, on a worldwide scale, is usually assumed to have been exponential (Bronson 1977:37; Hassan 1981: 196). However, this model is unlikely to reflect growth on a regional scale because regional populations are subject to fluctuations due to periods of excessive mortality, emigration, and random variation in mating success. Population growth in a region is more likely to resemble the curve in Fig. 1 (Bronson 1977:39). Attempts to estimate population growth for some regions have yielded curves similar to Fig. 1 (Renfrew 1972; Johnson 1972; Butzer 1976%; Schacht 1980:791). Further, since regions provide a mosaic of habitats and some of these habitats are more favorable for population growth in human groups using a hunting/gathering strategy, groups in different areas of a region will GENERAL EXPLANATION OF SUBSISTENCE CHANGE 69 FIG. 1. Hypothetical growth curve. grow at different rates and face different limits on their growth. Some areas will probably not support population growth in hunter/gatherers, while other areas will allow for sustained growth near the intrinsic growth rate (r,.&. What should be the characteristics of areas that would support the highest sustained growth rates? It should be possible to model population growth in order to determine the factors most important in supporting growth rates. However, lacking such a model at present, we can only make some general statements on factors that might support high growth rates by maintenance of a high birth rate or by reduction of juvenile mortality. The most obvious factors would be high food yields per unit of labor and minimal fluctuations in resource availability. Such areas would be those that allow exploitation of a variety of habitats: for example, ecotonal situations such as coastal areas or the intersection of mountains and river plains. These ecotonal areas should not be confused with the marginal areas, postulated by Binford (1968) to be the sites of early food production. Binford’s marginal areas are on the edges of the natural habitats of potential domesticates where resource densities, in general, drop off, marginal areas may or may not be ecotonal. These points are important for two reasons. First, they indicate that in an area exploited by hunter/gatherers it may take a long time, even at high growth rates, for the inhabitants to approach K, if indeed they ever do. Second, different areas in a broad region, like the Near East or Mesoamerica, may attain populations that approach K at very different times. Carrying Capacity Fluctuations and Fluctuations in Food Resources in food resources may occur in a number of time frames; 70 RICHARD W. REDDING however, in general, they may be classified as intra- or interannual. It is the latter, interannual fluctuations, that are important to the development of the explanation to be presented here. Two types of interannual fluctuations in food resources may be distinguished and each plays a different role in the explanation. The first type is due to short term, year to year, variation. These are the types of fluctuations characterized by statements of deviations from average yields. They are primarily the result of interannual environmental variation. This is particularly true in semiarid and arid areas and much less true in coastal areas. Whenever I use the term “fluctuations” in the rest of the paper I am referring to year to year fluctuations. The second type of inter-annual fluctuation is long term and is the result of long term environmental change. These are the types of fluctuations characterized by statements such as “the environment became increasingly warm and dry.” Long-term fluctuations play only a minor role in the explanation and will be briefly discussed only once more. The logistics model of population growth predicts that a population should grow rapidly as it starts to fill up an area, but as the population approaches K growth should start to slow, and the population should stabilize at or near K due to density-dependent factors. At the stable point the population may fluctuate up or down slightly; over time, however, all increases will be balanced by a decrease and vice versa. For two reasons, both very important to the model to be developed here, such stability probably only rarely obtains. First, selection may operate on the behavior of the animal resulting in an alteration of r or K. Second, the ability of an area to support a given population exhibits intra- and interannual variation. Hence, if a population is at or near K a down turn in the environment may place the population above the current carrying capacity of the area. A long-lived species, particularly one with a long pregnancy and postpartum dependency period, like humans, will be unable to track the intraannual and most of the interannual variation in an area’s carrying capacity. If the population is unable to track changes in K, then whenever the carrying capacity is depressed the population will experience increased morbidity and mortality, which will decrease average fitness compared to what it would have been without the fluctuations. The severity of the decrease in average fitness wilI depend upon the severity of the depression of K. Hence, it is likely that a long-lived species will have a population in an area that is below K most of the time due to periodic depressions of K. How low this realized K will be depends upon the nature of the fluctuations. Three variables, predictability, frequency, and severity may be used to describe fluctuations in annual yields. Predictability refers to nonrandomness in the occurrence of fluctuations. Frequency is simply a measure of how often depressions, or super abundances, in resources occur. Severity GENERAL EXPLANATION OF SUBSISTENCE CHANGE 71 is a measure of the magnitude of fluctuations. As an example of the importance of the interaction of predictability and frequency in the evolution of subsistence strategies and tactics, plant species using a predator satiation tactic in reproduction appear to have been under strong selection to develop patterns of reproduction that are longer than the life-span of their major predator (Janzen 1976). As pointed out previously only unprecedented fluctuations in carrying capacity should result in a population being above the K of an area. Hassan (1981:16&173) extensively discusses fluctuating environments but concludes that the effect will be to force humans to maintain their population at a level below the critical carrying capacity, a position that has been criticized above. Ecologists have developed models of population growth in fluctuating environments but these have, in general, been designed to examine the relationship between stability and complexity in communities (e.g., May 1973, especially 109-138; Ricklefs 1979:844-863). Hassan does not discuss the fact that fluctuations may vary in structure between areas. Fluctuations in some areas will be more predictable than in others, in some more severe, and in some more frequent. Hence, fluctuations have the potential for being a very important factor in the evolution of human subsistence, as they certainly affect K, and the effect of these fluctuations will vary from area to area. An important test of the explanation that I will propose requires the estimation of the predictability, frequency, and severity of variations in an area’s resource base and the comparison of these values among areas within any region. Colwell(l974) has developed a measure of predictability in periodic phenomena. Colwell applies it to rainfall data as an estimate of resource availability. An estimate of the severity of fluctuations could be derived by the calculation of a standard deviation from, for example, rainfall data. Frequency is a more difficult parameter to determine. It needs to be expressed as the occurrence of some level of severity over time. Measures of all three of these parameters are needed in order to compare fluctuations in resource availability between areas. HuntedGatherer Subsistence Tactics O’Shea and Halstead in a series of useful and interesting studies (Halstead 1981; O’Shea 1981; Halstead and O’Shea 1982) have suggested that hunter/gatherer, pastoral, and agricultural groups when faced with food shortages use three tactics to relieve stress on the food base. These tactics are mobility, diversification, and storage. O’Shea and Halstead treat these tactics in a descriptive fashion and are primarily interested in exploring the role of storage in adapting populations to resource failure. However, these tactics may be thought of in an evolutionary framework 72 RICHARD W. REDDING and viewed as part of a set of alternative solutions to the problem of resource shortage or failure that are available to hunting/gathering groups. Two basic types of movement may be identified. These are intraterritory and interterritory movements. O’Shea and Halstead are primarily concerned with the first type, but it is the latter type that is central to the following discussion. All three tactics represent variant behaviors based on simple hunting and gathering. When each tactic first appeared in a population it did so because it had a positive selective value in the environment at the time, and the behavior spread. After the initial appearance it became part of the behavioral repertoire and may be viewed as an evolved response. But remember that each time one of these tactics was utilized it was subject to selection. Any one of these tactics may be employed in any given year to compensate for fluctuations in food resources, but long term shifts in the predominate tactic are responses to directional selection. One source of such directional selection would be the approach of the population to K. Among individuals using a hunting/gathering subsistence strategy movement is probably the tactic that selection would favor first. If a depression in the food base occurs or as the population in an area approaches the carrying capacity provided by preferred resources, then by the migration of a number of individuals to an under-utilized area, individuals in both areas can continue to subsist on preferred resources. Lees (in Flannery 1973:283) maintains that emigration was probably the most important mechanism in keeping local population densities low during the first two million years of human evolution, and by 10,000 B.C. most of the world was occupied and migration was no longer a viable tactic for reducing local population densities. At times the risk involved in movement is high, for example when population density is high in surrounding areas and the occupants of these areas resist emigration, or if the emigrants must move very long distances; or the cost/benefit ratio for movement exceeds the cost/benefit ratio for using second and third choice resources. Under such conditions selection should not favor migration, the tactic favored should be diversification, which effectively increases the local carrying capacity. Diversification results in an increase in the diet of second and third choice foods that require more effort per unit of yield than first choice foods and may lead to intensive use of third choice resources. Some authors have recognized the importance of diversification in the development of food production (Flannery 1969; Cohen 1977b; Christenson 1980; Earle 1980; Hesse 1982). Christenson (1980:34-38) and Earle (19805-18) provide models for diversification based on population pressure on food resources. At some point return from adding the next resource, further diversification, exceeds energy spent, and further diver- GENERAL EXPLANATION OF SUBSISTENCE CHANGE 73 sification would decrease an individual’s fitness. At this point storage could have a positive selective value, if storable resources are available. Another tactic available to hunter/gatherers to deal with the problems of approaching K is the use of behaviors, by individuals, that reduce their rate of reproduction (this tactic is also available to individuals using food production as a subsistence strategy). But, for reasons suggested earlier, this tactic will be selected for only when all alternative tactics have been used and the population is at or near K. Limiting reproduction will have a positive selective value only when it increases an individual’s total reproductive success relative to individuals not limiting their reproduction. I have treated these four tactics as a sequence because of the increasing cost of each of the tactics. I would argue that this was the most commonly occurring sequence. However, it is quite likely that in some areas, under some circumstances, shifts occurred that were not in sequence. Pleistocene Hunter/Gatherers Were Capable of Food Production I will assume that hunter/gatherers were aware that if you planted seeds you could grow plants and that captured animals could be tethered and fed, maintaining them for later consumption.3 Extant hunter/gatherers have a detailed knowledge of their environment and it is illogical to assume that Pleistocene hunter/gatherers were ignorant of theirs (Cohen 1977a:138; Bronson 1977:28-29). But the planting of seeds, caring for them, and the maintenance of animals by hunter/gatherers would require the expenditure of energy beyond what might be required to obtain the identical resources by hunting and collecting, and also requires a significant shift in human behavior. Hence, an important question that must be answered by any explanation for the origin of food production is, under what conditions would this expenditure of excess energy and behavioral shift be advantageous? Tactics and Strategies Hunting/gathering and food production may be thought of as two strategies for obtaining food resources. Within each strategy a number of tactics may be employed to achieve the goal using that strategy. I have already suggested that individuals using a hunting/gathering strategy, when confronted with food shortage, may employ one or more of four tactics; movement, diversification, storage, and reduction of rate of reproduction. What about a shift between strategies; what should be the relationship between tactic and strategy shifts? The concept of adaptive topographies (Stansfield 1977; Dobzhansky 74 RICHARD W. REDDING 19.51; Wright 1932) is applicable to this problem. One may think of hunting/gathering and food production as two peaks in a three dimensional landscape of fitness values (there may be other peaks, but we are not interested with them in this paper). Each peak has a number of crests or ridges associated with it that represent the alternative tactics individuals within a population might employ in pursuing the strategy. The valleys separating these tactics are much less deep than the valleys separating the strategy peaks. The landscape is continually shifting: the tactic that provides the highest fitness may change and the depth of the valleys between peaks is contantly changing. Populations may occupy the slope associated with each peak. Individuals in the population may strive to attain the peak, highest possible fitness value using that strategy, but probably rarely attain it because the landscape is not stable. For populations to shift peaks, either the population must move directly from peak to peak or the shape of the landscape must change. In the first case a major change in human behavior is required; all the behaviors associated with a tactic or strategy would have to appear at once to make it viable. Since the valleys between tactics are much shallower (if they exist at all) than those between strategies, and the valleys between tactics probably change shape and shift more rapidly than do the valleys between strategies, I would expect tactic shifts to occur more frequently than would strategy shifts by behavioral change. Indeed, tactic shifts may be part of the behavioral repertoire of the population. But, due to the magnitude of the behavioral changes needed to shift from, for example, hunting/gathering and food production I would expect shifts between strategies due to a “macromutation” in behavior to be unlikely. In this case, a change between strategies, will occur when one of the peaks is depressed so its fitness value is below that of the intervening valley, when the fitness value of the valley increases to form a bridge between the two peaks, or when some combination of the two conditions exists. Again I would expect to see shifts in tactics much more frequently than shifts in strategies. It is possible that a shift between peaks could result from a combination of the appearance of a new behavior and a change in the fitness landscape that reduces resistance to peak shifts, but as an initial position I will assume the priority of changes in the landscape. Does an area of lower fitness, valley in the adaptive landscape, exist between the peaks associated with hunting/gathering and food production? Flannery (1972), has provided evidence that the shift to food production in the Near East was accompanied by a shift from the group as the unit of production to the family as the unit of production. Such a shift must have had profound effects on the hunter/gatherer societies making the transition. Hesse (1982:2, 4-5), has elaborated on the importance of these changes and their significance in relation to pastoralism. He con- GENERAL EXPLANATION OF SUBSISTENCE 75 CHANGE eludes that because of the social conflicts involved in the shift: “. . . transitional occupations are likely to be rare in the archaeological record and pastoral management systems will seem to emerge suddenly from hunting societies” (19825). Another point to be made is that in the early phases of domestication the cost/benefit ratios for domesticates are unlikely to exceed those for hunting or collecting the wild forms. Hence, individuals engaging in early food production will have a lower fitness than those utilizing hunting and gathering, unless the adaptive landscape is altered. Either a reduction in local carrying capacity due to an environmental change, or a population that is at K and is stressing its resource base will cause the fitness value of the peak to decrease and may cause the value of the intervening valley to increase. Individuals in any population occupying a deteriorating peak will utilize all possible tactics to maintain the highest fitness value possible. It is only when all tactics to maximize the peak have been exhausted and the peak sinks below the level of the valley separating the two strategies that movement to the second strategy will become possible. I will assume that an area of depressed fitness exists between hunting/ gathering and food production. Further, I will assume that tactic shifts, within a strategy, are favored over shifts in strategy. Hence, all possible tactical changes should occur before a strategy shift becomes a viable option. AN EXPLANATION AND MODEL FOR THE ORIGIN FOOD PRODUCTION OF The points made in the previous discussion form the base for the model I have developed to explain the origin of food production. The model hypothesizes the existence of four stages and four shifts in the continuum from hunting/gathering to food production. I want to emphasize that although the model is divided into stages the process is a continuum: these stages are defined for convenience. Further, the process should not be viewed as unilinear. A group may stop at any stage and may move back and forth between stages. In presenting the model I would like to begin with the initial populating of any broad region of the world: it could be the Near East, Mesoamerica, or Europe. Stage I In the frost stage a group of hunter/gatherers enters the region but initially utilizes only a small area of the region. Since the birth and death 76 RICHARD W. REDDING rates, the components of r, are dependent upon environmental parameters as well as the behavior of the individual, a period of adjustment will ensue, but individuals in the population will not have adopted behaviors to affect birth and mortality rates for the purpose of regulating their numbers since there has been no selective pressure to do so. After this period of adjustment the population will increase at the rate permitted by the local environment until the population approaches the carrying capacity the area will support based on a simple hunting/gathering strategy. At this point selection should favor the adoption or use of behaviors that allow individuals to put relatively more into reproduction. The tactic selection should favor first is movement, i.e., emigration (Fig. 2). This is, in most cases, the least expensive tactic and will be favored over a behavior that involves individuals reducing reproduction for reasons stated earlier. If a population using a tactic of mobility, encounters conditions that allow individuals not engaging in mobility to have a fitness equal to or greater than individuals using mobility, then mobility will have a negative value and will be reduced in the behavioral repertoire of the group. Such conditions could be encountered when a population moves into a new area, or when environmental fluctuations or changes in the demography of the population affect the groups relation to the K for an area that is allowed by simple hunting/gathering. Local carrying capacrty With storage: the highest ~o~u,ation pwmittm4 with h”nti”g/gathe,ri”g a .3trll**gy Local tarrying Cap*city vtilh *impI* - Ir”_ - - - -i)b- hunting/gathering pop. r*g. m stage I FIG. 2. The model: stag. 111 stage II shifts from Stage I through Stage III. _ _ GENERAL EXPLANATION OF SUBSISTENCE CHANGE 77 Since any region is a mosaic of areas, providing a range of different growth rates, some areas in a region will reach carrying capacity before others. Variation in carrying capacity should be patterned; hence, large sections, or clusters of areas, within a region will reach their carrying capacity together. Eventually, because of rising population densities in the clusters, the central areas, growth centers within the clusters, will be unable to slough-off excess population. Areas peripheral to the growth centers will have their own population problems. Growth centers will be blocked from access to areas still capable of receiving emigrants by areas that are at carrying capacity and may be sloughing-off their own excess population, or emigration will be too expensive. Stage ZZ In areas of the highest growth rates in a region, when the population approaches K and emigration is no longer possible, is too risky, or individuals using this tactic have a lower average fitness than individuals using diversification, then diversification of the resource base should be favored (Fig. 2). Diversification will raise the effective carrying capacity of an area; allowing individuals using this tactic to put relatively more into reproduction (producing more and/or better offspring). Diversification, in most cases, should be preferred over storage because of the lower cost. If the area will not support diversification then the individuals should either adopt a simple hunting/gathering tactic or adopt behaviors that reduce their rate of reproduction. Limiting reproduction will have a positive selective value because by reducing the number of offspring an individual can increase the probability, relative to that of an individual in the same population that does not limit his or her reproduction, that any offspring raised will survive and that these offspring will be healthier. Again, if a shift in demography or environmental change results in an increase in the K an area can support with either mobility or simple hunting/gathering to a level above the current population then individuals engaging in mobility or simple hunting/gathering should have an advantage over individuals using diversification. Hence, one would expect to see a shift in the behavior of the group. Eventually, either: increasing the carrying capacity by increased diversification (use of more food resources) will not be possible; the cost/ benefit ratio will exceed unity; or, the cost/benefit ratio curve for diversitication will cross the cost/benefit curve for storage, and the local population will have reached the maximum carrying capacity of the area that is permitted by using hunting/gathering with diversification. Stage ZZZ Either one of two events can cause the development of Stage III. First, 78 RICHARD W. REDDING continued growth, permitted by an increase in carrying capacity resulting from the use of diversification, will eventually result in a population that is once again at or near K. Second, as mentioned above, the cost/benefit curve for diversification may cross the cost/benefit curve for storage. Under either of these conditions selection should favor the adoption or use of storage behaviors. The use of storage permits individuals using it to put relatively more into reproduction. Storage effectively increases the carrying capacity by permitting full use of seasonally abundant resources. In some areas seasonally abundant and storable food resources will be absent and selection should favor individuals who limit their reproduction. Again, this is because of the advantage gained (relative to individuals who continue to bear larger numbers of young) in total fitness by raising fewer, higher quality young. Once again if a shift in demography or environmental change results in an increase in the K an area can support with diversification to a level above the current population then individuals engaging in diversification should have an advantage over individuals using storage. Hence, one would expect to see a shift in the behavior of the group. Eventually, increasing the carrying capacity through increasing technology and increasing investment will no longer be possible and the local population will have reached the limit that a hunting/gathering strategy can support in the area. At this point, as the population approaches K, individuals using a hunting/gathering strategy are occupying a receding peak in the adaptive landscape and should utilize the final tactic available to them, behaviors that limit an individual’s reproduction, to prevent further decrease in the fitness value resulting from use of the strategy. Under what conditions should individuals shift strategy? Stage IV Whether selection favors individuals who develop a new subsistence strategy or individuals who utilize behaviors that reduce their rate of reproduction will depend on the predictability, frequency and severity of fluctuations in annual yields in the area. For the purpose of further development of the model I will assume that environments may be divided into two general classes: one in which fluctuations are more predictable, less frequent, and less severe, and one in which fluctuations are less predictable, more frequent, and more severe. In the subsequent discussion I think it will be apparent that it is frequency and severity of fluctuations that are critical to the model. Under conditions of more predictable, less frequent, and less severe fluctuations in annual yields, when a population has attained the maximum local carrying capacity a hunting/gathering strategy permits, selec- GENERAL EXPLANATION OF SUBSISTENCE CHANGE 79 tion should favor individuals who utilize behaviors that reduce their rate of reproduction (Fig. 3). Under these conditions carrying capacity is relatively more stable and the population may be close to carrying capacity at all times. The absence of short-term fluctuations that produce a superabundance of resources means that a tactic of limiting reproduction has a higher total fitness value than a tactic of continued reproduction. With limited resources, individuals who limit reproduction will produce offspring with a higher probability of survival and of higher quality than individuals who do not limit their reproduction. Limiting reproduction will keep the hunting/gathering peak in the adaptive landscape from sinking below the adjoining valley; hence, the opportunity to shift to another strategy, food production, never obtains. The absence of short-term, severe depressions in resources, or resource failure, eliminates any potential advantage that might accrue to an individual that invests labor in planting/rearing and defending wild occurring resources. Under conditions of less predictable, more frequent, and more severe fluctuations, when a population has maximized the local carrying capacity using a hunting/gathering strategy, selection should not favor individuals who attempt to reduce their rate of reproduction. Under these conditions behaviors limiting reproduction would have to keep the general population at such a low level that during fluctuations resulting in periods of sustained high yields the behaviors should break down. Further, due to the unpredictable, severe nature of the variations in annual yield, it would be difficult for the behaviors affecting birth and mortality rates to track them. Under conditions of unpredictable, more frequent, and more severe stage FIG. 3. The model: III shit stage from Stage IV III to IV. 80 RICHARD W. REDDING fluctuations behaviors that limit an individual’s reproduction would not have a positive selective value; hence, the hunting/gathering peak would slowly sink-its fitness value would continue to decline as increasing population stressed local food resources during unpredictable, severe declines in the food resources. As the fitness of the hunting/gathering peak declines another factor would come into play that facillated the shift to food production. Under conditions of a declining peak for hunting/ gathering, individuals who maintain small patches of wild plants or small groups of wild animals as insurance or a back-up would have a selective advantage over individuals relying only on naturally occurring wild resources. This will result in a rise in the fitness value of the valley between hunting/gathering and food production. Without population pressure and unpredicable, severe depressions in the subsistence base, individuals that invest labor in planting a wild resource or caring for captured animals would be wasting their time; there would be no selective advantage to planting and herding. Eventually the adaptive peak associated with hunting/gathering will have a fitness value less than that of the valley separating the peaks of hunting/gathering and food production, and behaviors associated with food production should spread in the population. In the early phase of domestication yields from the plants and animals need not be any higher than yields obtainable from the same resources in the wild. This is true because yields at this point are supplemental: they provide insurance against unpredictable, severe depressions in local food resources. The function of food production at this point is not to replace hunting/gathering but to provide a back-up to collected food resources. Since the yields from the manipulated plants and animals in this early phase are supplemental they should form only a minor part of the total food resources consumed. Once planting crops and caring for herds has a positive contribution to an individual’s total fitness, then manipulating the genetic structure of the potential domesticates in order to increase yield per unit of labor, should have a high positive selective value. At some point a combination of reliability and return per unit of labor for the incipient domesticates exceeds the reliability and return for first choice hunted/gathered resources, and settlements based predominantly on domesticates should appear; the population should begin to climb towards the peak associated with food production. SOME GENERAL COMMENTS ON THE MODEL I would like to discuss six points not explicit in the discussion of the model but which are important to a complete understanding of the explanation I am proposing. (1) In this explanation the function of food production behavior in its GENERAL EXPLANATION OF SUBSISTENCE CHANGE 81 initial stage is to provide insurance against a short fall or failure in one or more segments of the resource base. Initially, food production was not an alternative to hunting and gathering. Indeed, early food production behaviors may have been employed at the start of a year and then abandoned before harvest when it became apparent that wild resources were abundant enough that year. This bridging function for food production behaviors would not require all of the social changes of full involvement in food production; and the existence of such a bridging function may have raised the fitness value of the valley between hunting/gathering and food production. However, the bridging function would only come into play when the population was under resource stress in environments with less predictable, more frequent, and more severe fluctuations in the food resources. In a recent study of the effect of the origin of food production on the human diet, Schoeninger (1981) has demonstrated that no major change in subsistence accompanied the origin of food production. She argues that the origin of food production is associated with a change in the economy, “ . . . a change in the management of previously developed subsistence systems” (Schoeninger 1981:87). This is congruent with the bridging function proposed above for the early phase of food production. (2) I have tried to stress the importance of population growth in an area as a factor conducive to the origin of food production. I see a high carrying capacity as much less important. Note that a high growth rate and a high carrying capacity are not necessarily associated. An area may support a high growth rate and have a high carrying capacity but I would expect most such areas to have more predictable, less frequent, and less severe fluctuations in annual yield. Hence, individuals in such areas should evolve behaviors that result in more stable populations rather than shift subsistence strategy to food production. Examples of this type of area-high growth rate, high carrying capacity, and stable environmentmay be found along coasts. (3) The selective milieu seen as crucial in this explanation to the development of food production is the result of the cooccurrence in an area of populations that: have utilized all tactics that are available to them with a hunting/gathering subsistence strategy, except limiting population; are at or near K; and, are in an environment in which fluctuations in food resources are less predictable, more frequent, and more severe. Each of these factors may operate independently but it is only when they all occur at once that food production should emerge. Fluctuating environments have always exerted selective pressures on human subsistence but up to the point of strategy shift stresses caused by fluctuations in the resource base may have been handled by tactic shifts. Indeed, as suggested earlier, 82 RICHARD W. REDDING fluctuating environments may have been the cause for the inclusion of different tactics in the hunter/gatherer behavioral repertoire. (4) Other selective pressures may have been operating in any particular area to favor the adoption of food production but they are not necessary to the explanation. Two examples are sedentism and long term environmental fluctuations. The explanation makes no assumptions about the appearance of sedentism. Sedentism would certainly allow for increased population growth by permitting closer spacing of births; hence, sedentism would be an additional source of selective pressure on subsistence behavior. Sedentism in this model is not a prerequisite of food production, but would intensify the selective pressure for it. How effective sedentism was as a contributing factor in an area may have depended on the species that were the focus of early food production. For example, in areas in which wheat and barley were the primary species utilized sedentism was probably more important a force than in areas that relied heavily on sheep and goats. Long term environmental fluctuations (e.g., the environment becoming increasingly dry) may lower the K for an area under any subsistence tactic or strategy, resulting in population pressure, but this in itself is not sufficient cause for a shift in subsistence strategy. However, it may have been in some areas at some times a contributing factor. (5) As I have tried to emphasize throughout this paper I do not intend to imply in the explanation that there exists a unilineal, irreversible sequence from movement to diversification to storage to either food production or a stable population. Some areas may not have been capable of supporting any diversification and developed a stable population. Environmental change, disease, or some catastrophic agent may disrupt population growth causing a group to go from, for example, using storage to diversification. (6) This model makes no statements on the relationship between the appearance of domestic plants and domestic animals. This is an interesting problem that probably goes beyond simple availability. It may best be tackled by examining availability, risk, and local nutrition as part of an optimization model. The explanation of the origin of food production presented above owes much to previously published works but differs from them significantly. All other explanations I have encountered either ignore the problem of the evolution of individual behaviors that limit reproduction, or assume they always operate to stabilize human populations and to understand subsistence change we must determine what conditions might make these behaviors ineffective. The explanation provided here specifies under what conditions individuals should engage in limiting their reproduction and under what conditions these behaviors will fail. GENERAL EXPLANATION OF SUBSISTENCE CHANGE 83 The explanation presented here relies on an interaction of population growth and fluctuations in food resources, presumably primarily related to fluctuations in environmental variables. Only two other published explanations have considered the role of oscillating environments (Hassan 1977, 1981; Hesse 1982). Hesse’s explanation is limited to animal domestication and fails to explain why domestication appeared when it did and why domestication did not occur in other areas. Hassan’s explanation is intended to explain the origin of food production in the Near East, but it offers a testable explanation of why it did or did not occur in other areas. However, it differs from the one provided here in a number of ways. First, Hassan assumes that a demographic study of living and prehistoric human groups indicates that prehistoric populations used regulatory behavioral mechanisms to maintain their population below carrying capacity. Second, Hassan considers that changes in the environment at the end of the Pleistocene, an environment that had been susceptible to major and frequent climatic fluctuations, increased the seasonal and spatial predictability of the resource base in the Near East. This led to the broad spectrum revolution and, eventually, the domestication of cereals. I maintain that environments with less predictable, more severe, and more frequent fluctuations provide an important part of the selective milieu. General environmental trends could provide an additional source of selective pressure, but a general increase in predictability and stability, as proposed by Hassan, should retard the development of food production. Finally, HasSan’s explanation requires sedentism. In a recent short review of the origins of food production Binford (1983) touched upon many of the points central to the explanation presented here. He suggests that more consideration should be given to Darwinian arguments (Binford 1983:203). He notes that selection for change must occur when available tactics fail due to changed environmental condition (Binford 1983:203). SOME GENERAL PREDICTIONS This explanation has a number of implications that can be tested with archaeological data. While I do not intend to do an exhaustive review of the data in terms of the test implications 1 would like to briefly discuss six of them. (1) One of the strongest features of the explanation provided here is that it specifies, at least in a comparative fashion, those areas within a region in which food production would be favored. Areas in which food production developed should exhibit relatively less predictable, more frequent, and more severe fluctuations in food resources. While the appli- 84 RICHARD W. REDDING cation of measures of predictability, frequency, and severity in fluctuations of food resources to areas in which food production never developed, yet which had high population densities (e.g., northwest coast of North America), should show that such areas had predictable, infrequent, mild fluctuations (please note that I am not suggesting that these areas were not subject to fluctuations, but that they were relatively more predictable, less frequent, and less severe). Further, areas that never attained food production, prior to colonization by groups using intensive agricultural practices, should be occupied by groups involved in either diversification or storage and show low rates of population growth or individuals in the population should use behaviors that limit their reproduction. A problem that must be overcome to utilize this test is the development of measures of predictability, frequency and severity of fluctuations in resources. If we assume that variation in rainfall is a good predictor of interannual variation in yields and that the rainfall patterns in a broad region (e.g., the Near East) at the time of the origin of food production are similar to what they are at present, then modem rainfall data could be utilized to rank areas within a region as to predictability, frequency, and severity of fluctuations. The earliest evidence of food production should be found at sites in areas with less predictable, more frequent, and more severe fluctuations in rainfall. Measures adapted by ecologists (Colwell 1974) may be applied to rainfall data from different areas to test for differences in their fluctuations. Unfortunately, I have run into two problems with using rainfall data in the Near East. First, long-term data on rainfall is available for very few locations in the Near East, and only one station is located near a site that contains evidence of early food production. Second, rainfall is a very poor predictor of annual variation in local food resources for areas that have aquatic resources, i.e., swamps, areas near lakes, and coastal areas. At present I am attempting to develop variables that can be used to establish measures of predictability, constancy, and contingency for archaeological sites. It should be possible to use the fauna1 and floral data from sites along with data on local paleoenvironments to construct the needed measures. These then may be used to compare the nature of fluctuation between areas. Another possible source of data on interannual variations in yield might be tree rings. A comparison of ring data between sites and areas may allow us to establish relative predictability, frequency, and severity of fluctuations of resources. (2) The explanation requires that populations in areas with the earliest evidence of food production be increasing such that they are continually approaching K and expanding the K of the local environment by adopting a succession of subsistence tactics and, ultimately, strategies. GENERAL EXPLANATION OF SUBSISTENCE CHANGE 85 Hence, we should find evidence of population pressure. Population pressure is difficult to demonstrate because operationalizing the concept of carrying capacity has proven to be fruitless (see the discussion on carrying capacity). The substitution of relative densities as an estimate of population pressure is also a mistake, for, as discussed above, high density and population pressure are not necessarily linked. The simplest way to test the explanation is to examine changes in the size of the population in the same area over time. The explanation requires that the population increase in an area that exhibits long term, sustained, shifts in subsistence tactics and strategies. (3) The explanation also requires that a sequence of shifts in tactics occur with the population using a strategy of hunting and gathering before a shift to a strategy of food production obtains. (4) A prediction related to the shift from diversification to storage is that after evidence of storage technology appears no further diversification will obtain. The indices of diversity and niche breadth will be at their maximum just prior to the appearance of evidence of storage technology. (5) Another consequence of the explanation, which has already been mentioned, is that the contribution of domesticates initially should be small, since at first the function of food production is as a back-up food source. It is only after either, the early domesticates exhibit morphological or behavioral changes, or, the humans exhibit behavioral changes that result in a greater efficiency of production from the early domesticates that domestic plants and animals should replace wild resources. At this point the function of behavior related to food production shifts from insurance to a primary food source. (6) As stated previously, I do not believe that the burials from a population at or near K should necessarily exhibit evidence of increased mortality and morbidity. In a population at or near K a general increase in morbidity and mortality should occur only with unusually severe fluctuations in the resource base. The effect of these types of events on the data offered by burials should be minimal. If being at or near K has any long term effect on the population we should see it in an increase in infant mortality and a shift in the age curve reflecting a lower birth rate. However, as suggested in the explanation these effects should be transitory because selection will favor individuals that develop or utilize tactics and strategies that allow them to put relatively more into reproduction. THE EXPLANATION IN THE CONTEXT ARCHAEOLOGICAL DATA Although OF SOME I am not prepared at this point to offer a formal test of the 86 RICHARD W. REDDING explanation, I would like to briefly examine it in the context of some archaeological data. This exercise will illustrate the utility of the explanation and some additional ways by which the explanation can be tested. The Broad Spectrum Revolution The diversification of the food base and its importance in the development of food production has received increasing attention (Flannery 1968; Cohen 1977b; Christenson 1980; Earle 1980; Hesse 1982). A diversification in the resource base has been documented in California (Jefferson 1971), the midwestern United States (Christenson 1980), the Tehuacan Valley (Christenson 1980), Paleolithic Spain (Straus 1977), the Near East (Flannery 1973), and Egypt (Clark 1971; Wendorf and Schild 1980a). Interestingly, this diversification is not always associated with the development of food production. It is, however, associated with population growth (Cohen 1977b). Christenson (1980:34-38), has provided a model of diversification and its relation to population density and applied it to archaeological data sets from two regions: the Tehuacan Valley and the midwestern United States. Christenson suggests that diversity should increase with increasing population density (population pressure). His calculation of resource diversity and niche width for the two areas, when cross plotted, exhibit a steady increase to a point at which resource diversity continues to increase, but niche width begins to decrease. Of interest in this discussion is the fact that in both areas Christenson found that food production arose when the niche width was maximized. This indicates that utilization of food resources was evenly and widely spread; wild food resources were probably being utilized at maximum efficiency. The subsequent increase in the index of diversification and decrease in niche width reflects the use of both wild and domestic resources with increasing dependence on domestic resources. Christenson’s model makes an excellent submodel for the diversification stage of the explanation presented here. All of his findings are consistent with the explanation presented here, in fact, as indicated above, the shapes of his curves and the position of the origin of food production on those curves support the explanation. Diversljkation in Wadi Kubbaniya4 We may have an example of environmental change causing a “reversal” in the expected sequence of tactics in the Late Paleolithic of Egypt. Work in Wadi Kubbaniya (Wendorf et al. 1979; Wendorf and Schild 1980a) was thought to provide evidence of intensive use, and possibly domestication of barley at 18,000 to 17,000 B.P. Recent work (Wen- GENERAL EXPLANATION OF SUBSISTENCE CHANGE 87 dorf and Schild 1984; Wendorf et al. 1984) indicates that barley was not present at that date in Wadi Kubbaniya, but it appears that the inhabitants were utilizing a number of edible plant species. The data seem to indicate that the inhabitants were utilizing the tactic of diversification. The use of plants seems to have ceased or decreased dramatically by 12,000 years ago (Wendorf and Schild 198Ob:278). When it was believed that evidence for the early use of barley (perhaps domestic) was present at Wadi Kubbaniya two explanations were offered for its disappearance. Hassan (1979) suggested that series of catastrophic Nile floods made it impossible to plant crops and after the floods the area was either altered so that it could no longer support cultivation or the people “forgot” how to cultivate barley. Wendorf and Schild (198Ob:279), suggested that the microhabitat that favored grain cultivation disappeared when the Nile level dropped around 12,000 years ago. I would like to offer an alternative explanation, based on the model I have presented here, for what now must be seen, at best, as a retreat from diversification. From 19,000 to 17,000 years ago the desert around Wadi Kubbaniya was hyper-arid (Wendorf et al. 1977). Because of the deteriorating conditions on the desert we might expect groups to have migrated into the Nile valley or to have concentrated more of their subsistence activities there as the Nile valley provided the ‘ ‘ . . . only available moisture” (Wendorf and Schild 1980b:276). This might have created a population that exceeded the carrying capacity of the area. Hence, selection would have favored diversification and, perhaps, storage. When evidence of diversification disappeared about 12,000 years ago, “. . . the conditions of hyper-aridity were being replaced by increasing monsoonal rainfall, marking the onset of the Holocene wet period” (Wendorf and Schild 198Ob:279). The desert opened up and emigration became a viable tactic again for relieving population stress. Since emigration is less expensive than diversification and storage, the Wadi Kubbaniya population(s) ceased utilizing more expensive foods and shifted to emigration to avoid stress on the subsistence base. Of interest in regard to this explanation for the pattern at Wadi Kubbaniya is the decline in the number of sites along the Nile at about 12,000 years ago (Wendorf and Schild 198Ob:278), presumably associated with a decrease in population density. Near Eastern Archaeological A Selective Review Data on the Origin of Food Production: Our best body of data on the evolution of human subsistence, after the appearance of hunting and gathering, comes from the Near East. The following is a very selective, noncomprehensive review of the archaeological data for the Near East and is undertaken only to illustrate the 88 RICHARD W. REDDING congruence of the model with the data base and to indicate additional ways in which the model might be tested against the Near Eastern data set. The fauna1 and floral data derived from the Upper and Epipaleolithic sites in the Near East indicate that some time prior to 22,000 years ago a trend toward diversification of the subsistence base began (Flannery 1969:77; Redman 197857-87). Populations in the area that began diversification entered Stage II of the model. As suggested in a previous section, as part of the diversification process we should see an increase over time in use of second and third choice foods: the indices of diversity and niche breadth should both increase. It should be possible to estimate the costs and benefits of each of the potential resources in the Near East. Using these data we should be able to predict the order for the addition of resources. Predictions based on this ordering may then be tested with archaeological data from the area. Starting around 11,000 years ago subterranean pits appear in some sites in the Near East. Pits have been reported from a number of sites including Zawi Chemi Shanidar (Solecki 1964), Karim Shahir (Braidwood and Howe 1960), Mureybit (Van Loon et al. 1968). ‘Ain Mallaha (Perrot 1966), and Hayonim Terrace (Henry 1981). Whether these pits were used for roasting or for direct storage they represent an investment in storage. Populations investing in storage are in Stage III of the model. The model predicts that evidence of storage technology should appear in the archaeological record prior to the development of food production and this is the case in the Near East. Although diversification and even storage may have been utilized over a broad area or even over an entire region, based on the explanation offered here the areas of a region in which we should have evidence of the greatest diversification, the earliest storage and the earliest evidence of food production should be those areas that had the highest population growth rates; and, hence, were the areas that put the most stress on their food base. Given the discussion in the section on human population growth, ecotonal areas probably had the highest growth rates and are the most likely sites for the chain of events described in the explanation. In the Levant the Epipaleolithic and Early Neolithic sequence is: Early Kebaran, Late Kebaran, Geometric Kebaran, Early Natufian, Late Natufian, pre-pottery Neolithic A and pre-pottery Neolithic B. Although diversification appears in Kebaran sites in the Levant, it is the Natufian sites in which diversification is maximized and storage structures appear. Interestingly, Natufian sites are limited to ecotones (Henry 1981:427). It is in these same areas in PPNA (pre-pottery Neolithic A) sites that the earliest evidence of food production appears. Hence, in the Levant, maximum diversification, storage and food production appear in the ecotonal GENERAL EXPLANATION OF SUBSISTENCE CHANGE 89 areas in which population, based on occupation area, expands at a much faster rate. One of the implications of the model is that domestic forms initially contributed in only a minor way to the diet; they functioned as insurance against periods of resource shortage. The two early food producing sites in the Near East for which we have the best data on flora and fauna are Ali Kosh (Hole et al. 1969) and Cayonii (Braidwood et al. 1971, 1974). At Ali Kosh use of domestic plants increased slowly; with domestic seeds going from 5% of the seed count at about 7000 B.C. to about 40% by 6000 B.C. (Hole et al. 1969:367). Redman (1978:155) provides a graphic representation of the slow increase of domestic plants and animals in the food base at Cay&ii. The model requires that food production arose in areas in which fluctuations in the food base were less predictable, more frequent and more severe and in which the population was growing. I have discussed above the difficulties with estimating predictability, frequency and severity of fluctuations in the resource base. At present we have no estimates or measures of these variables for the Near East. The question of whether the population was increasing in the areas of the Near East in which the documented shifts in tactic and strategy occurred is somewhat easier to approach. Recent summaries of work in the Levant indicate that population was increasing continually from diversification through food production (Bar-Yosef 1975; Henry 1981; Smith et al. 1984). Interestingly, during the late stages of the Natufian in the Levant, just prior to the appearance of food production in the area, Natufian groups expanded into the marginal areas displacing indigenous groups which had continued the Geometric Kebaran tradition (Henry 1981:429). CONCLUSION Optimal foraging theory has been extensively employed by ecologists in explaining patterns and changes in subsistence behavior (for a review see Pyke 1984). Anthropologists have used this approach to examine subsistence behavior in hunter/gatherers (e.g., Winterhalder and Smith 1981) and in food producers (Hastorf 1980; Redding 198 1; Johnson and Behrens 1982; Keegan 1986). In order to construct an optimal foraging model for subsistence behavior the goal of the subsistence behavior must be established. Most evolutionary ecologists and anthropologists have assumed that the goal of subsistence behavior is energy or some function of energy return per unit of expenditure. They have made this assumption in order to test whether the species was behaving in an optimal fashion. In a study of pastoralism in the Near East I utilized a different approach: I assumed 90 RICHARD W. REDDING that humans behave in an optimal fashion and tested a series of goals. The goal that the pastoralists seemed to be using was security (Redding 1981). Widstrand (1975:149) has stated that the goal of humans in herding animals is not the production of a marketable surplus, but the continued provision of a food supply to enable the herding group to survive physically and socially, and the maximization of the probability that the group would survive “. . . prolonged droughts and other risks.” Pyke et al. (1977: 140), in reviewing the application of optimal foraging theory to nonhuman predators, suggest that if an animal can retain exclusive use of an area then the animal could manage the resources of the area for sustained yield. In a long-lived species in which the juveniles are dependent upon the parents for an extended period security of the resource base must be an extremely important consideration. The explanation I have presented is preliminary in nature; it is an explanation sketch. It, however, reflects my belief that the underlying selective pressure shaping human subsistence behavior is resource security. The decisions made by individuals at each stage of the model reflect attempts to avoid resource uncertainty. The explanation and model would have been significantly different if I had assumed that humans were acting in a fashion as if they were maximizing energy or some nutrient yield. A major goal of anthropologists and archaeologists is the explanation of changes in human technology, settlement patterns, and economic and social organization. Because of the strong interaction and relationship between the evolution of subsistence systems and cultural systems, if anthropologists and archaeologists are to attain their goal they must be able to explain the documented changes and variation in human subsistence behavior. The explanation for the evolution of human subsistence from hunting/gathering to food production I have presented here is an initial step in this program. ACKNOWLEDGMENTS I have greatly benefited from discussions with a number of people. In particular I thank Phil Myers for pointing out to me the work of S. Wright on adaptive landscapes. Cheri Alexander, my wife, edited the final draft and provided moral support throughout the writing process. Henry Wright, Phil Myers, Kate Moore, and Patti Wattenmaker all read various drafts of the paper and aided me with their comments. Two anonymous reviewers offered valuable criticism for which I thank them very much. However, as always, any errors, omissions, or faults in logic are the author’s alone. NOTES ’ One can undertake the analysis of the selective pressures favoring the development of a mutuahsm from the point of view of the plant/animal or the human: they are undoubtedly GENERAL EXPLANATION OF SUBSISTENCE CHANGE 91 different. 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