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CHAPTER 2 • Climate Archives, Data, and Models  31


        organisms and benthic foraminifera. Cases that will be  movement of distinctive chemical tracers through the
        examined in detail in later chapters include isotopes of  climate system.
        oxygen, which record changes in the global volume of ice
        and in local ocean temperatures (Chapters 6 and 9); and
        isotopes of carbon, which trace movements of organic  2-6 Physical Climate Models
        material among reservoirs on the continents, in the air,  Most physical models are constructed to simulate the
        and in the ocean (Chapter 10).                      operation of the climate system as it exists today.
           Additional geochemical proxies gradually become  The modern climatic system is described on the com-
        available over the younger part of Earth’s long climatic  panion Web site at www.whfreeman.com/ruddiman2e.
        history. At orbital time scales, ice cores contain samples  The simulation of modern climate is called the control
        of air from past atmospheres, including concentrations  case. Models must simulate modern climate reasonably
        of the greenhouse gases carbon dioxide (CO ) and    well to be trusted as a tool for exploring past climates.
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        methane (Chapter 10). Other important proxies in       Simulations of past climates occur in a three-step
        ice cores include changes in the thickness of snow  process (Figure 2–18). The first step is to choose the
        deposited (related to the temperature and moisture  experiment to be run by specifying the input to the
        content of the air), in the amount of dust delivered by  model. One or more aspects of the model’s representa-
        winds from various continents; and in isotopes of oxy-  tion of the modern world are altered from their present
        gen and hydrogen that measure air temperatures over  form to reflect changes known to have occurred in the
        the ice sheet.                                      past. For example, the level of CO in the model atmos-
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           Cave deposits contain records of groundwater     phere might be increased or decreased, the height of its
        derived from atmospheric precipitation. Changes in the  mountains raised or lowered, ice sheets removed or
        chemical composition of this water reflect changes in  added, or the position of continents moved around.
        the original sources of the water vapor, in the atmos-  These features that are altered to test hypotheses of cli-
        pheric transport path to the site of precipitation, and in  mate change are called the boundary conditions.
        the groundwater environment (Chapter 10). Sedimen-     The second step is the actual operation of the
        tary deposits in lakes record not only changes in pollen  model. Physical laws that drive the flow of heat energy
        but also climatically driven fluctuations in lake levels  through Earth’s climate system are incorporated in the
        (Chapters 12 and 13) and other chemical tracers now  internal workings of the model. When an experiment is
        under active investigation.                         run, these laws come into play in a climate simulation.
           Trees record the amount of cellulose deposited      The third step is to analyze the climate data output
        in each annual layer (determined from the width and  that emerges from the experiment. The data from the
        density of tree rings) as an index of changes in precipita-  simulation can then be used to evaluate the hypotheses
        tion during the rainy season in dry regions and changes  being tested. For example, does a specific change in
        in summer temperatures in cold regions (Chapter 16).  boundary conditions cited in a hypothesis (atmospheric
        Annual coral bands contain a wide range of chemical  CO level, mountain elevation, or continental position)
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        information, including ratios of isotopes of oxygen  affect climate in the way the hypothesis proposed?
        that record changes in temperature and precipitation   Often climate data output can be tested against inde-
        (Chapter 16).                                       pendent geologic data that played no part in the experi-
                                                            mental design (Figure 2–18). For example, if a model
        Climate Models                                      run simulates stronger winds in a specific region for a
                                                            particular interval of geologic time, scientists can sample
        Scientists who extract records from Earth’s climate  sediment cores from that area to check whether or not
        archives inevitably discover new trends that were previ-  larger particles of windblown dust were deposited in the
        ously unknown. Usually, their proposed explanations  locations indicated by the simulation.
        for the trends are tested using climate models because  Mismatches between geologic data and climate data
        models put numbers on ideas. But models also simplify  output from physical circulation models may imply sev-
        some aspects of reality, and the results they provide  eral possible problems: key boundary conditions were
        have to be critically assessed.                     specified incorrectly or were omitted from the experi-
           In this section we examine two kinds of numerical  ment; the model does not adequately simulate some
        (computer) models used by climate scientists. Physical  part of the climate system; or the geologic data used for
        climate models emphasize the physical operation of  comparison to the model output were misinterpreted.
        the climate system, particularly the circulation of the  Despite this range of possible problems, the main cause
        atmosphere and ocean but also interactions with vege-  of data-model mismatches is often obvious enough to
        tation (biology) and with atmospheric trace gases   lead to useful refinements in boundary conditions, in
        (chemistry).  Geochemical climate models track the  data interpretation, or in model construction. The
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