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121. Gilpin, M., G.A.E. Gall and D.S. Woodruff. Ecological dynamics and agricultural landscapes. In: Integrating Conservation Biology and Agricultural Production. Special Issue of Agriculture, Ecosystems and Environment 42:27-52. (1992b). BOOK CHAPTER I:U Agriculture. Ecosystems and Environment. 42 (1992) 27-52 Elsevier Science Publishers B.V.. Amsterdam Ecological Dynamics and Agricultural Landscapes MICHAEL GILPINl, GRAHAM A.E. GALL 2 and DAVID S. WOODRUFfl I 2 Depanmenr of Bi%Kl, University of California, La Jolla; CA 92093 (U.S.A.) Depanmenr of Anima/ Science, University of California, Davis, CA 95616 (U.S.A.) ADSTRACf Gilpin, M., Gall, G.A.E. and Woodruff, 0.5., 1992. Ecological dynamics and agriculturallandscapcs. Ecosyslems Environ., 42: 27-52. Agric. The planet Eanh is having difficulty under the stresses imposed by the diverse demands of an ever increasing human population. The problem appears to stem not only Crom population pressures but also Crom an imbalance between the needs and desires oC society. Agriculture, broadly defined to include farming. rlShing,forestry and grazing systems. plays a significant role in the management of land, water, and biological resources. This paper provides an analysis of opponunities for interaction between ecological science and agriculture. The tong-term stability or agric\lhure is dependent on natural sources or genetiC material Many pans oC society see a connict between conservation of biological resources and their exploitation by agriculture. Agricultural production is essential to SOCietyand also can provide stewardship of biological resources beyond the limits of those directly associated with production 0( a commodity. However, interdisciplinary effort is needed in the development of strategies, and societal support of agriculture nlust take a Corm that encourages and rewards agriculture Cor this stewardship. INTRODUcrION There is some truth to the view that something is wrong on planet Earth: its living systems are out of balance. Biological diversity is threatened. Natural habitat is being lost. Some predict a spate of extinctions unmatched since the end of the age of the dinosaurs (Table 1). And it's all the fault of one species: Homo sapiens. We human beings are too numerous. We are putting too much pressure on the planet's biological support systems. Nonetheless this perspective is over-simplified, blame-leveling, explains little, and offers no hope, save of drastically cutting back the human population, of reversing these mounting difficulties. Human numbers are part of the problem, yet there are places, such as northern India, where a quite dense human population has coexisted with high biological diversity for millennia. Thus, at least part of the problem is due to human culture, not human population density per se. 28 TABLE 1 ~timated status of species 1 Extinct Endangered Vulnerable Rare Indeterminate Totally Globally Threatened Taxa 384 3325 3022 6749 5598 19078 23 81 135 83 21 343 2 9 9 20 10 50 Reptiles 21 37 39 41 32 170 Invertebrates 98 221 234 188 614 1355 113 111 67 122 624 1037 83 172 141 37 64 497 Plants Fish Amphibians Birds Mammals 1 Taken from McNeely et al. (1989) People do not actually realize that they are against Nature. Worldwide, in both developed and developing countries, the public overwhelmingly supports efforts to protect species and to conserve natural systems. Various religions speak to human beings about their role as stewards or caretakers. The difficulty is that people have many needs and desires. They ask much from the earth. It is simply our efforts to provide for ourselves and secure a better lot for our children that leads to the situation which threatens to overwhelm us today. Across the entire surface of the earth, human beings fish, hunt and harvest, sow and reap, log and mine. Systems are often manipulated in quite sophisticated ways in order to tilt them to produce even more desired output. It is the human need for food, fiber, and material that is in conflict with human stewardship of the planet. Over-exploitation and over-use of the land have been recognized as environmental problems since the time of Plato. The basic issues are not new. What has changed in our time is the scale of the problem. At risk now are not just the pine forests above Athens but all the trees of the earth. The problem is coming on so fast it is now apparent that this generation will decide which features of the natural order will survive and which will be lost forever. So the ethical feeling for an all-embracing conservation is yielding , 29 to the applied science of conservation biology, which pretends to offer a scientific basis for the choices we face. This paper is an analysis, from a systems perspective, of the kind of thinking the ecological sciences bring to these problems. Particular attention is given to dimensions of time and space, and an attempt is made to show which processes dominate or control other processes. CONSERVATION BIOLOGY A decade ago, conservation biology had its birth in crisis. Many vertebrate species were seen as teetering on the brink of extinction. Zoos became emergency rooms for species survival, with the genetic and demographic systems of the patient the focus of clinical care. There are now procedures for handling these cases, yet only one species in ten thousand will ever be selected for such treatment. The costs are too great, especially the costs of physiological and natural history knowledge. Somehow, these at-risk species must be provided for in ways that demand less hands-on care. Species are placed in zoos only when their population size in nature is no longer minimally effective. Species populations only drop to such low sizes when the integrity of the processes of whole communities of species has not been preserved. And these ecological communities are threatened only when there is a failure at the level of ecosystems and biogeographic landscapes. Thus, mismanagement of the natural order can have a hierarchical character in which a mistake can compound itself through successive levels. This is the understanding which must guide the human response to species risk. At question is not only how to act, but where and how soon. Conservation biology is now attempting to meet its challenges at these higher levels, involving land use and whole ecosystems. It is attempting constructively to engage the processes that threaten biological diversity. To do this, conservation biology must draw on the knowledge that has been accumulated about these higher-level processes. To a large extent, conservation biology must simply reach out and borrow knowledge rather than create its own. In this sense, it is an eclectic discipline, However, there are processes of "intermediate" size and duration that have not been well researched by academic ecology and about which critical knowledge is wanting. At these scales, conservation biology must add to the general store of knowledge. 1~7 30 AORICULWRE Agriculture, broadly construed to include fishing, forestry, and grazing systems, is the dominant interface between human beings and nature. It is the fundamental mechanism by which nature is manipulated. Agriculture is the direct cause of the loss of natural habitat. When misguided, agriculture can lead to both over-exploitation and the transport and introduction of exotic species. And because it is central to the problem of threatened biological diversity, it is pivotal to the solution. Agriculture can be divided into three types, graded by the intensity and expense of the human inputs. First, requiring essentially no human inputs, are fisheries, grazing systems dominated by domestic animals, and forests not subject to clear cutting and replanting. These systems can yield their product indefinitely if exploited properly. Second, there are the low input farming systems which, with proper management, might also be sustainable; developed-world forestry often fits in here. Third, there are the high input systems seen in the developed world where the system is dependent on human management and costly inputs of energy and chemicals. Human beings can fail in the management of any of these three classes of systems and can rapidly degrade them to ecological uselessness. How the failure happens, however, is different. The zero-input exploitation systems are the most complex from a biological perspective and the simplest from a management perspective. They are all essentially one-dimensional. That is to say, to maximize the yield of lumber per year is the goal in forest exploitation systems; and the steady-state stocking rate, in sheep equivalents, tells one what is most important about grazing systems. These systems, since they involve species with long life-times and relatively slow growth rates, are slow to respond to and recover from management action and disturbance. The other two classes of agriculture partially or wholly supplant the natural landscape. They are, therefore, ecologically less complex and have fewer species. Because of human action on the landscape - plowing, flooding, seeding, harvesting or burning at the end of the growing season its structure can change rapidly. That is, land that was in soybeans one year can be turned to corn the next year, with great consequence for animals dependent on that system. Despite these features, agricultural systems are more complex than natural systems from the management standpoint, since the farmer can control and manipulate them in a variety of different ways, such as selecting different soil treatment strategies, fertilizers, herbicides, pest control tactics, timing of activities, and product removal techniques. , 31 Because the fundamental time scale of agriculture is the growing season, usually a year, many kinds of failures can quickly be corrected. Given suboptimal performance from a system, a farmer can switch to a different cultivar or application of herbicides in a subsequent season. Thus, modern agriculture has the appearance of a successful, progressive enterprise and, in fact, western agriculture is one of the most economically efficient systems ever invented by humans. One example of a series of failures leading to success is seen in the British experience in Ceylon in the late nineteenth century. They first attempted to grow coffee in their plantation system. However, the combined attacks of Hemileia tastatrix and the native golunda rat wiped it out. The next step was to try cinchona, the source of quinine. The climate proved suboptimal and the system was unable to compete with the Javan crop. Finally, they tried tea. This turned out to be a successful plantation crop. When managers of high input agricultural systems try to sustain the system in a particular state for a long period of time, a feedback loop can develop which requires more inputs with each passing year. This dependency state is similar to the drug addiction into which a human being may fall. Modern agriculture suffers from its own successes. Outside of Africa, the triumph of the green revolution has produced surpluses in most countries: mountains of butter, lakes of wine and milk. Until human population growth catches up with its food supply or distribution problems are solved, such conditions offer a window of opportunity for adaptive experimentation. One final category of the landscape consists of those areas of earth that are now unproductive or otherwise degraded because of past mistakes in exploitation or agriculture. Degraded ecosystems are often quite simple, sometimes to the point of virtual sterility, and may have a permanence not understood by the public. The loss of soil or nutrients, the presence of biocides, or a dearth of proper colonists species may so constrain these systems that they must be lifted as it were, with great human effort and understanding, from the stable configuration of processes into which they have descended. Thus, these systems may have very long time scales of recovery. BIOLOGICAL DIVERSITY In a word, the goal of conservation is biological diversity. Yet biological diversity is many different things. At different levels of biological organization, it involves features running from genes through species to ecosystems 32 and landscapes. Biological diversity can be measured over various spatial scales, and it may be quantified in a variety of ways. At the level of species diversity, ecologists and biogeographers have three distinct categories of measures: alpha diversity, the number of species at a point in space; beta diversity, the rate of addition and subtraction of species as one moves along an environmental gradient; and gamma diversity, the difference of species lists from site to site. We might extend this scheme and call the total number of species on the planet or a continent omega diversity. It is important to understand that one can increase alpha diversity while lowering gamma and omega diversity. It should not be the goal of conservation biology to supplant rare endemics with a suite of otherwise common species. The biological significance of diversity among landscapes and ecosystems has not been well quantified, though they are doubtless of great significance, at least aesthetically. One important biological aspect of a landscape is patchiness. But it is often the species that operationally defines this or provides our perception of patches. Biological diversity is not stationary in time and space. There are ebbs and flows. The major features of these fluctuations are driven by changes in climate. Pollen studies in lakes of North America have shown how great the change of ecological communities has been since the Pleistocene glaciation. And in Africa, which did not suffer glacial intrusion, the change has been no less profound. The Kalihari and Sahara deserts were joined 20,000 years ago and the tropical systems were squeezed onto a couple of mountain ranges to the east and west. Lakes in the Rift Valley were hundreds of meters lower during the drought. This helps to explain the greatly reduced beta diversity of the Zaire Basin compared to Amazonia. In the Zaire Basin, the species of plants and animals have extended their range a hundred-fold since the time of the great deserts, and have kept pretty much the same ecological structures through the range of this expansion. Amazonia has far greater heterogeneity from place to place. The origin of this is still uncertain. Biological diversity and agricultural interactions Although agriculture is concerned directly with only a small fraction of the genetic and biological diversity of the planet, as presently practiced it influences the entire biosphere. There is widespread agreement that environmentally destructive and exploitative practices (with their increasingly 2,00 , 33 unacceptable societal and environmental costs) must be replaced by more sustainable food, fiber, and timber production systems. To further complicate issues, this shift in agricultural practice will have to be accomplished during a period of unprecedented change. First, the physical environment is being transformed at a rate' hitherto unknown. Alterations of global climate and sea level will have a major impact on the future geographic distribution of agricultural activities. At the same time, the demand for agricultural products will likewise be changing at ever increasing rates. If the primary imperative in the management of agricultural lands is the provisioning of our own species, then in the next 20-30 years we will have to develop sustainable agricultural systems capable of producing double or triple today's yields. This will be necessitated because in the coming decades, the human population will double and most tropical forests could be destroyed. These occurrences will further exacerbate both the human and agricultural predicaments. Yet in this apparent conflict between agriculture and the environment, there are seeds of hope. Our need to produce more food, fiber, and forestry products is not necessarily incompatible with the conservation of biological diversity. There is as much to be learned from the positive aspects of the interaction between agriculture and nature as there is from the negative aspects. Much is to be gained from examining agriculture's biological and historical roots. And there are many reasons to believe that future agricultural systems can be designed to alleviate the problems encountered throughout the world today. Traditionally, agriculture was totally dependent on nature. Natural populations of plants and animals were exploited directly or, to varying degrees, domesticated. Future sustainable agricultural systems will likewise be dependent on nature; the crucial linkage in the future, as in the past, involves genetics. Natural biological diversity does not stand outside of agricultural diversity as it is broadly defined but, rather, is part of it. And spatial and temporal dimensions are important considerations of this mix. Agriculture is presently based on the genetic resources of a handful of highly select species and their wild relatives. The genetic dependence of domesticated plant and animal development on their wild relatives is increasing as we recognize the wealth inherent in hitherto unincorporated natural germplasm. With rapid progress in genetic engineering and the foreseeable ability to move genes between unrelated species, the genes of wild plants and animals become the capital which must be banked or conserved if they are to return dividends in agriculture. 101 34 Agriculture and conservation biology are not mutually exclusive enterprises. In fact, they can be linked positively on both local, regional, and global scales. Unfortunately, the populations and species that carry the genes upon which future agriculture depends are rapidly disappearing just when the tools which can make effective use of them are being developed. This adds a great urgency to our attempts to shift "to more sustainable agricultural systems that are more compatible with biological conservation. One of the most important ways agriculture can contribute to conservation is through its legacy of research. Much of what we know about the management of plants and animals and their communities is a result of agricultural research. Just as basic science promises to revolutionize agriculture in the near future, so too the legacy of hundreds of years of applied research and experience by agriculture promises to contribute positively to the conservation of nature and natural resources. Agriculture and conservation biology should not be adversaries; each is important in biosphere management. The human species is dependent on both disciplines for its prosperity and its future. Natural biological diversity and agriculture interact dynamically, whatever their spatial configuration. Each directs outputs to, and receives inputs from, the other. In some cases, these input/output relationships may be between closely adjacent landscape elements, but they may also have a far greater spatial dimension. For example, at the short spatial range, the tropical rainforests surrounding Gatun Lake in the middle of the-Panama Canal have buffered the runoff of seasonal rains; their removal is causing more extreme variation resulting in water shortages during the dry season. At the greatest spatial reach is the general and gradual build up of carbon dioxide in the earth's atmosphere, which is produced in part by the burning of tropical forests to clear land for agriculture and also by the consumption of petrochemicals necessary to supply and operate the system. Neither natural biological diversity nor agriculture is neutral to the other. Concerning the damage spoken of above, it is important to remember that sometimes one may benefit the other. Natural elements of biological diversity within exploited and agricultural systems may yield a number of beneficial services to these systems. These have relevance to the vital question of agricultural sustainability. Biological diversity may provide a refuge for biological control agents such as the predatory insects that prevent outbreaks of herbivorous pest insects. Biological diversity stabilizes soils and prevents their loss. Biological diversity regulates water flow and can also attenuate the effects of wind, thereby greatly lowering rates of erosion. Biological diversity generally buffers disturbance and gives human beings greater time to deal with it. 35 Biological diversity also provides early warning of building toxicity, as the birds of Rachel Carson's Silent Spring bore witness. At the genetic level, biological diversity is the source of novelty. The wild relatives of domestic cultivars have survived eons of change and challenge and have the answers to innumerable environmental problems stored in their genetic heritage, Sources of ecological knowledge Like other scientists, ecologists observe and compare. They accumulate data on pattern and process. But their study systems span a spectacular range of scale, from molecules to the biosphere. They know most at the genetic and population levels, where there is more replication and where time scales are shorter. They know least at the level of the biosphere where there are a limited number of biomic types, but which have behaviors that occur over millennia. Ecological experimentation in the laboratory is difficult and for field studies, the attainment of the various statistical desiderata is often lacking. Even at small spatial scales, the replication of natural systems is often not controlled. Each island in an archipelago differs in numerous ways from the others. For the student of bird diversity, for example, these differences can only be ignored as noise or else factored out in the roughest statistical manner. All ecological knowledge of natural systems is subject to much the same limitations. Ecologists, like other scientists, build models. These models, however, are normally not intended as the basis for quantitative prediction. Rather, they summarize the categories of behavior that have been seen repeated over many different systems. The models are .for logical prediction, not temporal or spacial prediction. The temporal and spatial scale of ecological knowledge acquisition has been limited to the graduate student life-time because few systems have been studied in complimentary and overlapping fashion by teams of scientists. This one-person, one-question approach to ecological science produces strong biases. Scientists want to study processes that behave fast and are spatially common because they need to harvest some novel publication before their financial support dries up. Some of the best knowledge in ecology comes from after-the-fact reviews of major human disturbances and manipulations. These can be viewed as unwitting perturbation experiments. For example, the Smokey the Bear approach to fire suppression in North America has revealed more about fire. ecology than ever could have been learned from the study of undisturbed 36 systems, that is, systems where fires had their pristine temporal and spatial pattern. There are many other such processes about which more and more knowledge is being gained as human beings interfere with them. The prospect of restoring degraded systems and working within agricultural systems to optimize biological diversity can certainly be seen as offering unmatchable opportunities for the acquisition of new' knowledge. The importance of diversity Diversity can be measured at different levels of biological complexity (genetic diversity, species diversity, ecosystem diversity), all of which are important to the future of agriculture on the planet. The reader unfamiliar with the basic arguments for the importance of conserving biological diversity may want to consult volumes prepared by the U.S. Congress, Office of Technology Assessment (1987) and Wilson (1988). To see the importance of the biological issues in national and international perspective refer to Myers (1984), Repetto (1985), and Western and Pearl (1989). Genetic diversity involves the natural variability of the genes of individual organisms and the collective variability of the genes of all members of a population, strain, race or species. A healthy population of a typical plant or animal species is characterized by genetic diversity; within it, there are individuals of many different genetic constitutions (genotypes) (Table 2). This variety of genetic types is an indication that no single genotype is ideally suited to all the conditions under which the population lives or all conditions under which the population might live. The variety of genotypes within the population enables it to be successful over a range of ecological conditions and to be able to adapt to changes in these conditions over time. Animal and plant species used in agriculture typically have a much narrower genetic base. So much so that in species such as wheat, millions of acres may be sown with a single homogeneous cultivar. This has considerable advantages under the highly standardized conditions of fertilization, growing season, pesticide application, and harvest methods of modern agriculture. But it has enormous disadvantages if a virulent pathogen evolves to attack the population because all individuals in that population are vulnerable. Similarly, a lack of genetic variability will diminish a population's ability to survive normal climatic variations. This reduced ability to adapt or evolve makes the conservation of within species genetic variability of fundamental importance to future agricultural practices. For a more detailed discussion of the term "genetic conservation" as it applies to actions at this level of biological conservation, the reader is 37 TABLE 2 Levels of hetcrozygosity (H) and proportion of polymorphic: loci (P) (or various taxa I Hetcrozygosity Polymorphism .' species mean s.d. species mean s.d. Venebrala 551 0.054 0.059 596 0.226 0.146 Invencbrata 361 0.100 0.091 371 0.375 0.219 Plants 56 0.075 0.069 75 0.295 0.251 t Summarized from Nevo (1984). referred to the recent reviews by Frankel and Soule (1980), Oldfield (1989), and Orians et al. (1990). Brown et al. (1989) contains numerous discussions of the application of population genetics in forestry and crop improvement, and accounts of the problems and practices of conserving species level diversity are given by Ehrlich and Ehrlich (1981), Schon ewald-Cox et al. (1983). Wilson (1988), Woodruff (1989). and Fiedler and Jain (1991). Every single. species-level extinction diminishes the options and prospects for humane management of the biosphere. THE BIOSPHERE The scope of interest in conservation biology is immense. The field of study is best thought of as a great hierarchy of entities and processes (Fig. 1). Within the complete organizational structure of nature, the principal focus of integrating conservation biology and agricultural practices ranges from the larger landscape ecosystem down to the individual organism. All of this is contained within the planet Earth and is dependent on its stability. The biosphere, the 30 kilometer thick zone of biological activity surrounding the planet, is the environment for life on earth. In the biosphere. energy balances are crucial for the continuity of its processes. It seems strange to some scientists that the temperatures on the earth's surface have remained in a relative tight range for the last three billion years, neither freezing nor boiling life before it had the chance to produce the species that became self-conscious of this surprising stability. This global homeostasis is remarkable because the sun has changed its solar flux by as much as 30% over this period of time. Some scientists believe that the biosphere has self- 38 W!!.lli I I I I EARTH ATMOSPHERE GEOSPHERE BIOSPHERE BIOSPHERE I 1 ... > HYDROSPHERE I N BIOMES 1 23 •••••••••••••• _> ECOSYSTEMS n COMMUN ITIES I I QUILDS I POPULATIONS , 23 •••••••••• > INDIVIDUALS I ORGANS I n I I Fig. 1. Hierarchical structure of conservation biology. Adapted from Western and Pearl (1989). regulatory properties (the Gaia hypothesis) with which it can accommodate disturbance. Two properties largely control the capture of solar energy by our planet: the composition of the atmosphere and the reflectance of the surface of the earth. An atmosphere with elevated levels of carbon dioxide absorbs reflected infrared radiation and produces a greenhouse effect. A whiter surface - ice or sand - reflects heat and cools the planet. Global modelers are now attempting mathematically to mimic these processes at this ultimate spatial scale. To do so, they need to understand the inputs from ecological and agricultural processes. The output from such a model will predict the climate of the future and thereby point to what changes ecological and agricultural systems will need to make in response. Unfortunately, the scales of knowledge in these enterprises are different. The unit in a climatological model might be 300 to 400 square kilometers, a size dictated by the capacity of computers available. This is considerably larger than units normally studied by ecologists - so processes that occur , 39 at such a scale will be referred to as "mesoscale" processes; their study is crucial for linking ecology to climatology. If climate changes equal anything like some of the predictions now being advanced - e.g. a 9°e increase in average temperature and a 50% drop in rainfall in the North American Midwest - there will be massive displacement of systems to different locations on the earth's surface where temperature and rainfall patterns are more conducive to their survival. At this point in time, no one can identify these locations. Today's storehouses of diversity may be tomorrow's deserts. Populations and species The new applied science called conservation biology seeks to integrate the findings of traditional agriculture and resource management with recent advances in population genetics and ecology. In conservation biology, traditional population concepts are typically replaced by metapopulation models, and population structure and subdivision are recognized as having crucial effects on demography. A local population of a species is typically at equilibrium with its surroundings when it is at a level that its total density cannot exceed. When the number of individuals falls below this level, there-is an average per .caplta rate of growth. But all local populations receive from their environment, random shocks of varying intensity, and these stochastic inputs subject all populations to a probability of extinction. Only by being part of a gridwork of similar local populations, from which immigrants and colonists can arrive, can a population persist for an appreciable length of time. The collection of local populations over a gridwork of environmental patches is called a metapopulation. Both local populations and metapopulations have thresholds of size and spatial arrangement below which they suffer catastrophic increases in their probability of extinction. Because local populations under such conditions are not indefinitely elastic, at some point they snap quickly to extinction. Many such cases have been studied with a variety of techniques, and semiquantitative predictions can be made of where these catastrophic thresholds - involving the joint action of genetics, demography, and spatial arrangement - are likely to be crossed. The thresholds are different for different species and, unfortunately, there are no magic minimum viable population numbers that apply equally to all cases. Local extinction.of components of a metapopulation are now viewed as normal occurrences. The field of population vulnerability analysis (PYA) 40 focuses on the relative significance of genetic, demographic, and habitat fragmentation processes in causing such extinctions. Increasingly, predictions about the survivability of populations must be made with reference to a specific time scale: single generation, ten generations, a hundred generations, a thousand generations. Proposals to manage -populations for very short-term gain can have exceedingly deleterious long-term consequences. In practice, agriculturalists conserve populations and species rather than specific genes of economic importance. In addition, there is widespread recognition of the need to protect many domesticated varieties and breeds and other threatened natural species of great potential value to forestry and medicine. Agriculturalists should be aware that conservation and evolutionary biologists occasionally employ a different taxonomy for the population units of concern. Agriculturalists have traditionally recognized wild species, subspecies, land races, breeding lines, varieties, stocks, strains, and cultivars. Recently, genetically engineered lines have been added to this lexicon. In contrast, conservation biologists recognize demographic and evolutionary units clones, outbreeding populations and species. The traditional concepts of the wild-type genotype and of the subspecies as an evolutionary category have been progressively abandoned. Biological species are envisioned as groups of populations that share a genetic and evolutionary cohesion based on the ability of individuals to discriminate between members of their own species and members of other species. Such evolutionary concepts are directly applicable to agricultural situations. The difficulty in implementing conservation programs is a consequence of the number of species involved. There are presently 30,000 threatened plant species and an additional 10,000 plant species of potential economic value that may require u situ conservation unless suitable in situ conservation measures are developed. The National Marine Fisheries Service (U.S.A.) has implemented 30 management plans in a move toward conserving stocks of 300 species of fish, crustaceans, and molluscs, the majority of which are still being overfished. At the international level, conservation efforts for a few hundred especially appealing animal species have been organized by such nongovernment organizations as the I.U.C.N. (Species Survival Commission with 100 specialist groups) and the American Association of Zoological Parks and Aquariums (40 Species Survival Plans). The number of animal and plant populations and species whose survival depends on intervent.lve management far exceeds present levels of resource commitment. Woodruff (1989) has reviewed the problems of conserving 'lo'i3 41 animal genes and species noting the strengths and weaknesses of existing management plans. Communities Within the mesoscale regions of the earth, there are smaller, more easily understood units. Communities are objects of study in which species identities are known and in which the densities of their members may be determined. In fact, sometimes the community is represented as a set of equations of motion for the densities of the individual species populations. Yet communities have many emergent properties that are also the proper study of community ecology. The web of feeding relationships is one area of active study. Feeding is not random but has a structure along which members of the community can be arrayed in sequential fashion - feeding patterns tend to form discrete "intervals" rather than overlapping on their prey species in a random arrangement. Alternative and mutually exclusive collections and arrangements of species may be possible at any point in space. That is, the character of the community is not completely set by extrinsic factors. The forces generated between the species themselves_can_haveoverridingimportance. The history of the system is also important. Shifts between communities can be very sudden, while the time spent in such "domains of attraction" may be quite long. Communities are networks of balanced forces. Though their appearance may be static, they are fully dynamic. When a force is applied to one species or one.component in a community, actions and interactions spread to the other components through many direct and indirect linkages. Often the final consequence of the removal of one species on the condition of another species may be different from what would be predicted from cursory examination of the system. For example, the removal of one competitor can lead to]the extinction, not the increase, of another competitor. There is another consideration that leads to the conclusion that the prediction of community dynamics will be difficult. Outside of their stable configuration (if one exists), communities are likely to be governed by nonlinear relationships. This makes communities very sensitive to small changes in conditions; trajectories of community behavior that are initially quite similar can diverge to very different final behaviors. All communities have species components that provide structure for the system. These are sometimes called "keystone" species. That is, the great I 42 majority of the species in the community adjust their densities and spatial distributions to features of the keystone species. The keystone species provide scope and stability to other species, but not conversely. The communication of information and adjustment among species is typically rapid. In most cases this allows ecologists to ignore .the presence of nonkeystone species and to focus their research and dynamic modelling on the few, key species. Ecosystems and landscapes Ecosystems differ from communities most importantly in the way they are perceived by the scientists who study them. Simultaneous equations of motion for hundreds and thousands of species populations cannot be studied profitably. Consequently, ecologists lump, or aggregate the individual components, and knowledge of community processes is used as a guide to how this aggregating should be carried out. Ecosystem ecologists use the language of systems analysis common to all science where complexity is a fundamental reality. Almost indispensable tools provided by systems analysis are those allowing for control and monltoring.of.Inputs and outputs, stresses and responses. There is.very little that can be learned by simply observing the steady state values of a system at equilibrium. The characterization of complex behavior is necessarily subjective. One tries for a simplicity that is consistent with an accurate description of behavior; the description is adjusted when confronted with surprising behavior. Unfortunately, all too often the behavior of ecosystems is unexpected, especially when the ecosystem is stressed from external activities associated with exploitation and agriculture. However, much is learned from such confrontations and the knowledge gained will guide the management of similar situations in the future. The equilibria I, balance-of-nature view of ecosystems under which any shock could be absorbed, and any stress accommodated, is still commonly held and often implicitly accepted by society and its managers. For example, if the river system has been able to absorb an amount X of sewage, then it can absorb amount 2X. Another manifestation of this view is that societies often take spatial scale as irrelevant since the same kind of equilibrium obtains everywhere. This view has been proved false in virtually every situation where it has been tested experimentally. The new paradigm of ecosystem structure recognizes the existence of multiple stable states, and it emphasizes variability and spatial heterogeneity. 'J..IO 43 Behavior is only expected to be continuous over small domains of environmental variation. Sharp, discontinuous adjustments are expected at the ends of these ranges. Most experience with this new paradigm has come from systems where human beings have played a great role. Consider, for the moment, changes in climate. Such changes have been profound even before human modification of biochemical cycles began to play a role. The second of the two views of systems dynamics mentioned above demands a simple management prediction: indefinite, slow adjustments in agricultural practices cannot be expected, even under gradual modification of climate - at some point, very abrupt adjustments will have to be made. It is precisely at these points where a large pool of alternative cultivars and management strategies are necessary if the changes are to be survived with minimum disruption to support processes. Considering a different level of spatial perception, the instability just discussed can become the basis for regional stability. Many stable systems depend on a random pattern of small spatial scale unstable transitions. Each small spatial patch in the system may take on a variety of behaviors over a long period of time. But only by playing such different roles over time can the patch be properly renewed and refreshed to continue in the game. Force it into anyone role for too long and it will eventually collapse to some degraded form in which it may remain indefinitely. MIGRATION AND DISPERSAL The movement of animals and plants over large distances is a process that "cuts through" and interacts with all the "horizontal" layers of organization discussed above, from genes to ecosystems, and must be considered separately. Organisms move for a variety of reasons. Often they move back and forth over a set route to take advantage of seasonal patterns of food availability; this is called migration. Large-scale migration is seen in such various organisms as butterflies, birds, whales, and savanna grazers. A second kind of movement is permanent, within the lifetime of the individual organism; it is called dispersal. Typically, one sex and age class will leave the place of its origin to settle elsewhere. The evolutionary explanation for this is that genetic lines survive because they have 'hedged their bet' on long-term survival by playing in many different and thus uncorrelated environments. This reduces the risk of 'betting' everything on the constancy of the environment at orte point in space. Another possibility is that genetic lines 2.1\ 44 with the 'urge' to move are successful because this behavior balances some of the negative values of inherent small population sizes. Migration presents a management problem at the level of individual species, because it means that the chain of survival is only as strong as its weakest spatial link. Over-harvesting, pollution assaults, or habitat loss at anyone of the areas of a species' occupancy can doom the entire system at all its locations. Migration also can contribute to dispersal in the sense that seasonal movement tends to "mix"individuals from various origins within the population. For example, the monarch butterfly and whooping crane require protection by different national governments. When the migrating species plays a keystone role in one of the spatial systems of which it is a part, the management becomes quite uncertain and risky. The predatory activity of birds on the larvae of herbivorous insects can often be a key environmental process, as it is, for example, in the forests of Canada. The birds suppress the population growth of herbivorous insects and keep their numbers in balance with regard to food supply, i.e. the forest itself. However, these birds migrate to tropical areas in Central and South America to over-winter. With accelerating deforestation in the tropical areas, there is increased risk of defoliation to Canadian coniferous forests. The bulldozer in Bolivia threatens economic and ecological disaster in Canada (Terborgh, 1990). SMALL POPULA nONS Many populations of agricultural importance are either numerically small and geographically isolated or numerically large but derived from very few founding individuals. Both types of populations are effectively small in a genetic sense. The genetic behavior of effectively small populations is qualitatively different from that of large out-breeding and geographically widespread populations, and more active intervention is required for their management. The genetic vulnerability of rare or threatened species is often a direct consequence of habitat destruction and range fragmentation. The eventual loss of the species may be due either directly to the lack of adequate habitat or indirectly due to genetic consequences of range fragmentation and reduction in population size (demographic bottlenecks). The analogies between natural species and agricultural strains or cultivars are not accidental, from a management perspective; both are based on the same set of genetic principals. '2.1'2.. , 45 Inbreeding - the mating of closely related individuals - is rarely a problem in nature. But, under some management regimes, it can effectively cripple small populations. Outcrossing populations that suddenly decline in numbers usually experience reduced viability and fecundity known as inbreeding depression. Inbreeding produces increased homozygosity of recessive deleterious mutants and, by chance in small populations, these alleles become fixed. Breeding programs for managed populations must be designed to counter the effects of exposing lethal and deleterious recessive genes in homozygous form. In large natural populations, close inbreeding rates are typically less than 2% per generation and over centuries of experience animal breeders have learned to keep the rate at approximately half that level. The consequences of closer inbreeding are tragically illustrated in isolated human populations or in mammals in zoos where juvenile mortality is greatly increased for offspring of related rather than unrelated parents. In contrast, management involving gradual inbreeding or reduction in numbers allows selection to purge deleterious recessive alleles as they become homozygous. These populations, and those of species that normally reproduce by self-fertilization, suffer little inbreeding depression. However, the hybrid vigor seen when inbred lines are crossed shows that they still carry some genes with poor performance when in the homozygous state. This is a continuing problem for managers of agriculturally important populations. The second major problem associated with small populations involves their inexorable loss of genetic variability. In small populations, random fluctuations in allele frequencies lead to the occasional loss of rarer alleles and the fixation of commoner ones. Such generation-to-generation fluctuations are the result of chance: different individuals play out their lives with or without reproducing successfully. Such genetic drift, as it is known technically, reduces genetic variation and leads to increased homozygosity and loss of ability to evolve. A fundamental concept is that effective population size, N., is closely linked to this principle of genetic drift. Sewall Wright's notion of effective population size is somewhat awkwardly defined as the number of individuals required in an ideal population that would be expected to experience genetic drift at the same rate as the actual population. Unequal numbers of males and females, increased variance in family size, and temporal fluctuations in numbers all cause effective population size to be much less than the actual census count simply because not all individuals contribute equally to future generations. In the absence of factors promoting genetic variation, such as mutation and dispersal, the expected rate of loss of heterozygosity is 1/(2N. + 1) per generation. The same rate of loss is predicted for the 46 variance in polygenic characters, many of which are of agricultural importance. Simply stated, loss of variability increases as the genetic effectiveness of the population of breeding individuals decreases. The survival of two individuals would produce progeny with only 25% of the original variation. Although little genetic variation may be lost in anyone generation, small numbers sustained for several generations can severely deplete variabilitymost variability should be lost within 2N. generations. When these theory-based relationships are translated back into real numbers it becomes clear that many current management practices strip populations of their variability within relatively few generations. Thus, genetic drift can imperil a mismanaged population within tens rather than hundreds of generations. During the last decade there has been considerable debate about the optimal values of N. for a managed population. For outcrossing natural populations, two values, N. = 50 and N. = 500, have been proposed based on theoretical considerations and different management objectives (Frankel and Soule, 1981). Studies of mutation rates in a few polygenic characters suggest that a population with N. =. 500 should maintain its intrinsic genetic variability indefinitely. Similarly, it is argued that N. = 50 was a requirement for short-term survival. Definitions of minimum viable population size based on such magic numbers are now seen as unsound (Lande, 1988). The numbers based on the theoretical consideration of a few characteristics of the organism may not be relevant to the behavior of the whole genome. Genetic uniformitarianism cannot be assumed; other types of genetic variation are equally important in estimating minimum viable population size. Thus, there is no simple answer to the optimal effective population size question other than the trivial one that large is better than small. Clearly, a reduction in the degree to which populations are geographically isolated would effectively increase population size. Thus, an integration of agricultural practices and biological resource management strategies offers great possibility. The agricultural landscape could be the largest nature preserve human beings ever dreamed of. EXPLOITATION STRESS This section addresses explanations for the degradation and collapse of exploitation systems, whether fisheries, forests, or grazing systems. These systems are one-dimensional from the standpoint of the manager in the sense, there is a single product to be maximized. The product may not admit internal variation, but there is usually a linear scaling factor between these internal classes. For example, an old-growth douglas fir may be twice as , 47 valuable per unit volume as a six year-old tree. And a skipjack tuna may be worth 1.3 yellowtail tunas. Managers of such systems invariably adapt a method of maximum sustainable yield. One thing managers are especially adverse to is variation in output. Typically, they have a capital investment in extraction equipment on which they have to pay interest, a constant per year amount. Disaster looms if there are years or seasons where the yield, in monetary terms, is below the carrying costs for capital. Therefore, attempts are made to homogenize the behavior of the system in time. This does not necessarily require spatial homogenization, but it often leads inexorably to this state. The Sahel is the semiarid region between the hyper-arid Sahara Desert and the regions of the African Savanna. Over the last 40 years, a series of efforts has been undertaken to make it more productive in the hope of feeding the growing human populations in the region. Prior to World War II, most of the region was engaged in migration-based pastoralism involving cattle. After the war, peanut farming spread north into the drier regions, displacing pastoralists. With the elimination of cattle in these farming regions, natural fertilization of the food crops ended. The farmers were too poor to supply artificial fertilizers so yields started to decline. A second homogenization process contributed to the problem. The pastoralists who inhabited the driest regions of the Sahel were forced to move more often than normal because of a lack of groundwater. Politicians thought it better to have them stay in a given place so wells were drilled to provide permanent water. This provided better health services to both humans and cattle, causing population growth. But the elimination of seasonal migration meant that the grassland surrounding the permanent water was soon overexploited. A train of ecological consequences was set running on a track toward disaster. Changed grazing patterns led to a succession of plant species favoring shallow-rooted and unpalatable forms. More soil was exposed, and there was compaction from human and domestic animal activity making conditions unfavorable for plant establishment. A process of decertification was established. This decertification is apparently changing local weather for the worse. Sandy, denuded soils reflect a greater fraction of solar energy than do soils covered with vegetation. Given that local rainfall is produced by the heating and lifting of moist tropical air, the cooler soil conditions mean even less rainfall, which only contributes further to decertification. A managementinduced, self-sustaining drought has degraded what once was a stable system based on a migratory pattern of grazing. ~J5 48 There is possibly no way out of this cycle short of massive intervention. Small spatial solutions are worthless, for as soon as effort to create them is relaxed, the area is again engulfed by the regional equilibrium. Only a region-wide solution will work. Some propose that the humans and the grazers would have to be removed from the region that spans 10 different countries and then the soil would have to be artificially fertilized so that it would turn green after periods of greater than average precipitation. Similar stories have occurred in fisheries systems. The great whales, although not totally eliminated, have been pushed to such low population densities that their per capita growth rate is reduced to near zero. Part of the problem no doubt arises because of difficulties finding mates, which is associated with uneven age structures and reduced rates of social encounter. The dungeness crab population off the shore of Northern California was pushed low enough that an egg parasite, which had previously been swamped by the crab's reproductive output, is now able to hold the crab stably at this low level. Overexploitation of multispecies fisheries often leads to the elimination of all but one of the species. This is the direct consequence of the celebrated "principle of competitive exclusion" that says two species cannot be limited by the same factor. Since exploitation by humans becomes the dominant limiting factor -for all the-species, only the species best able to respond to this pressure will survive. This is the reason that in densely populated regions of the earth, carp is the common table fish. DEPENDENCY A human culture can become "locked-in" to a particular form of exploitation. We call this dependency. Among other things, it means that the human culture is part of a stable ecological system and that any change of human behavior could produce profound changes in the non-human system processes, or vice versa. The Irish peasants of the eighteenth and nineteenth centuries became dependent on the potato. They were not initially dependent on the potato, but their life style, demographic patterns, political and economic systems, and land tenure practices adjusted to the bounty of the potato. They were part of a system that only a disaster of major proportions seemed able to change. The nomads of the Sahel were culturally dependent on a wandering pastoralism. But; at least in the short run, this dependency was mainly cultural so that external political forces could greatly alter this pattern. The 49 system is now in a transition phase and what equilibrium it is tending toward is not yet clear. Developed world farmers are often dependent on a particular agricultural system. This dependency is relative and not the product of a lack of ecological knowledge. In fact, it may be the consequence of an assumption that we understand more than we think we do about ecological processes. Many classes of developed world farmers are locked into modes of production because of a great investment in capital. The consequent need to pay the interest costs of this investment on a timely basis results in most management decisions being made at the margin, so to speak. These farmers are so deeply committed to a practice that the extra cost of a lateseason pesticide application is minor and taken as a matter of course. This economic dependency is in many ways no better or worse than other forms of dependency - but in one quite foreseeable way it is probably unsustainable. If this dependency were true and the economic constraints valid, there might be no problem. But through governmental policies to support agriculture, these constraints are often fictional and deny true economic constraints that ultimately must be felt. Petroleum inputs are one obvious case. The cost of petroleum-based fertilizers and herbicides, and also the energy inputs to farm machinery and transportation, represent only extraction costs of petroleum, not its true worth. Petroleum extraction rates will soon start to decline and the price of these resources to farmers will greatly increase, making their application unprofitable. What replacement will there be for them? Water is another commodity that is often not costed properly. The San Joaquin Valley of California, especially the west side, depends on irrigation water that has to be pumped uphill. The laws of thermodynamics being what they are, this consumes the bulk of the energy that the same water earlier produced as it dropped through the turbines of great dams. With rising energy prices, the public will soon have to face choices on how it consumes its hydroelectric power. There are, however, other costs associated with irrigation. Irrigation invariably leads to the build-up of salts in the soils. The fall of civilizations has been based on this simple fact. To forestall the accumulation of salts in the soil, farmers must apply additional water that carries off salts through a drainage system. This waste water must be collected and disposed. In 1957, the State of California came to grips with this problem and drew up a plan to transport such waste water north to the Sacramento River for disposaL In 1960, Congress expanded the project to encompass a 300 kilometer master drain for the wh~le valley. In 1964, however, a consultant predicted the 50 "total destruction of wildlife" should the waters from this drain reach the San Francisco Bay. Construction on the drain began in 1970. The intention was to discharge the waste water into the Sacramento-San Joaquin River Delta, but a reservoir was needed to regulate the flow. Land was purchased in western Merced County that became the Kesterson Reservolc.Because this was also sensitive wildlife habitat, the U.S. Fish and Wildlife Service agreed to participate in the management of the drainage water. What has happened since is unmitigated disaster. The connection of the drainage canal to the San Francisco Bay was never completed. Kesterson Reservoir became a progressively more poisonous evaporation pond, and the Fish and Wildlife Service now must try to keep wildlife out of it. No solution is yet in view. HUMAN SCALES AND HUMAN RESPONSE In discussing the theory of scale, it is important to recognize the role played by human beings in natural and agricultural systems. Various human cultural forms are scattered in a mosaic all over the earth. Different cultures have different time horizons in viewing nature and formulating political and management plans. With pressing mortgage payments, a farmer may not be able to see past the current growing season. The politicians of democracies often cannot see past the next election. Cultural patience may depend on religion. Patterns of land tenure are extremely variable. The Japanese horticulturalist may make a living off a few hectares, while the Texas rancher may control an area of thousands of square kilometers. The Irish potato famine of 1845-1848 speaks to temporal scale issues in human adjustment. The potato was brought to Europe in the early 1600's by Sir Walter Raleigh. Over the next two and one-half centuries it grew to pervasive popularity among the Irish peasantry for a variety of reasons, including: it was well-suited to the deep soil of Ireland; it was not particularly sensitive to war (of which there were many during this period) since trampling and burning could only destroy the above-ground part of the plant; it required a low input of external materials and was, thus, suited to poor people; its nutrients were complimentary to those produced by dairy cattle, making a baked potato with sour cream a complete meal; it was even the source of an alcoholic intoxicant, poteen. The Irish peasants adjusted slowly to the blessings of this highly productive crop by increasing their population growth rate, typically through 51 early marriage. Politically, they divided their land holdings to roughly a hectare per family. Spatially, however, Ireland was far from homogeneous. A great deal of the land in Ireland was held by absentee English landlords who practiced cash-crop agriculture and pasturage. There was also a group of Montenegins from Serbia who practiced a very different agriculture. Both of these components of the system were perfectly unaffected by the potato famine. The potatoes of Ireland, and all Europe, had gone through a small genetic bottleneck during their introduction and were genetically depauperate. In 1845, a blight struck and the crop failed. There was widespread hunger. "Bad luck" the peasants thought, and replanted potatoes the next year. Again, the blight struck. There was starvation. But again they replanted potatoes. They were spared the blight in 1847, by which point they had made very little adjustment, but it returned in 1848. This exceeded the limit of the resiliency of the system. There was great starvation and mass emigration to America; 50% of the population died or emigrated. Finally, the episode greatly altered the subsequent social and political structure of Ireland. Land holdings were consolidated and passed to the eldest son. The population growth rate was stabilized, principally through delayed marriage and a slow rate of emigration. The population level stabilized at 50% of its midnineteenth century-level. While the adjustment of the Irish has proven to be permanent, it is not comforting that it took so violent a disaster to achieve it. The great problem, which is outside the province of ecological theory, is how to mobilize an adaptive response by a society before a disaster strikes. Understanding ecological processes is important, but understanding is not sufficient to bring about change. REFERENCES Brown, A.D.H., Oegg. M.T., Kahler, A.L and Weir, B.S. (Editors), 1989. Plant Population Genetics, Breeding. and Genetic Resources. Sinauer Assoc., Sunderland, MA. Ehrlich, P.R. and Ehrlich, A.H., 1981. 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