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Answers to                                        A



                               Data Analysis Questions                                                                  APPENDIX








                        Chapter 1                           Thus, if there were 3000 grasshoppers, we would expect   with about half below the action level for hazard miti-
                                                            300 rodents (300/3000, a 1:10 ratio).  gation and half above the action level. Thus, your best
                        Fig. 1.4  The global ecological footprint today is roughly             prediction would be a roughly 50% likelihood that the
                        1.5 planet Earths. The global ecological footprint half a   Fig. 2 (SBS2)  The mudflow substrate gained the high-  new well would contain water above the action level for
                        century ago (1961) was roughly 0.75 planet Earths. This   est species richness, as seen by the fact that its curve is   hazard mitigation.
                        makes for a difference of 0.75 planet Earths, and it means   highest on the graph in part (a). The maximum number of
                        that today’s footprint is twice the size of the footprint half   species it had in any one year was 22 or 23, about 17–18   Fig. 7.14  Once direct spending and tax breaks are added
                        a century ago.                      years after the eruption. The pumice substrate showed the   together to get total subsidies, fossil fuels received about
                                                            slowest increase in percent plant cover, as seen by the fact   $72 billion, while renewable energy received about
                        Fig. 1.12  Of the nations shown in the figure, the United              $13 billion in the United States during the period covered
                        States has the largest per capita footprint, and Afghani-  that its curve is the lowest in the graph in part (b).  by the graph. If we divide 72 by 13, we get 5.54. Thus,
                        stan has the smallest per capita footprint. The U.S. foot-  Fig. 4.20  Note that the temperature curve is above the   about $5.50 is spent on fossil fuel subsidies for every
                        print (7.2 ha) is 14.4 times larger than Afghanistan’s   precipitation curve between July and September. High   $1.00 that goes to renewable energy.
                        footprint (0.5 ha), because 7.2 divided by 0.5 equals 14.4.  temperatures lead to increased evaporation. Thus, even
                                                            though precipitation is roughly average at this time, the
                        Fig. 1.13  Answers will vary. Red and orange areas expe-               Chapter 8
                        rience more-than-average impact, green areas experience   warm temperatures cause increased evaporation and thus
                        less-than-average impact, and yellow areas experience   dry conditions.  Fig. 8.4  By examining the key that links colors on the
                        average impact.                                                        map to growth rates, we see that red indicates the high-
                                                                                               est growth rates, and that Africa has the highest over-
                                                            Chapter 5                          all growth rate of any region. Within Africa, nations in
                        Chapter 2                           Fig. 5.6  The width of the arrows in each figure represents   southern Africa have the slowest growth, followed by
                                                            magnitude, so the wider the arrow, the larger the value.   nations in northern Africa, where rates of increase are
                        Fig. 1  (SBS1)  Drawing a straight line through the                    slightly higher. Annual population growth rates are high-
                        clusters of points from 1960 to 2010 produces a down-  For chemical energy, the widest arrow goes from pro-  est in central Africa and typically are 2.25% or higher.
                        ward-sloping line that shows a decreasing trend in   ducers to detritus. This means the largest directional flux
                        ocean radioactivity from cesium-137 over time. (This   of chemical energy in the ecosystem is from producers   Fig. 8.19  The best approach to answer a question such
                        is because input of radioactive cesium into the ocean   to detritus. For nutrients, a comparison of arrow widths   as this one is to draw a “best-fit” line through the points
                        was reduced once nations stopped conducting nuclear   shows the flux from detritus to producers to be, by far,   on the figure that minimizes the distance between each
                        weapons tests in the atmosphere.) Inputs of cesium-137   the largest.  point and the line you draw. Doing this yields a line that
                        to the oceans from the Chernobyl accident did not signifi-  Fig. 5.21  Reducing nitrogen through enhanced nutrient   slopes downward from left to right, suggesting a nega-
                        cantly alter this downward trend, as radioactivity levels   management programs costs $21.90 per pound, whereas   tive relationship between total fertility rate and rate of
                        continued to decline following this “pulse” of increased   a 1-pound reduction from forest buffers costs only $3.10.   enrollment of girls in secondary school. This relation-
                        radioactivity. Similar dilution of radioactivity over time   Dividing $21.90 per pound by $3.10 per pound shows   ship makes sense— one would expect that as more girls
                        of the radioactive material released from the Fukushima   us that we could keep about 7 pounds of nitrogen out   pursue education, they delay childbirth and reduce the
                        Daiichi accident would therefore be expected, leading to   of waterways with forested buffers for the same price as   nation’s TFR.
                        continued declines in radioactivity from cesium-137 in   a 1-pound reduction from using nutrient management
                        coming decades.                     programs.
                                                                                               Chapter 9
                        Fig. 2.20  Comparison of the two figures reveals that this
                        belt of intense earthquake and volcanic activity corre-                Fig. 9.6  Following the white lines in the diagram inward
                        sponds closely to the subduction zones at the boundaries   Chapter 6   from these three values to where they intersect brings us
                        of the tectonic plates that surround the Pacific Ocean. As   Fig. 6.13  If resources were being used more intensively,   to a point within the light turquoise area in the lower right
                        shown in Figure 2.16, convergent plate boundaries domi-  then they would be depleted more quickly, so the resource   portion of the triangle, within the region for “silt loam.”
                        nate the length of the ring of fire. Note that other locations   (green) line would drop more steeply. Faster resource   The soil in question is therefore silt loam.
                        that experience earthquakes and volcanic activity—such   consumption would likely lead to faster generation of   Fig. 9.17b  Answers will vary. Consultation of the color
                        as Indonesia, Iran, Turkey, and southern Italy—are simi-  food, industrial output, and population, so these three   key will reveal percentage of no-till farming for each
                        larly located along convergent plate boundaries.  lines (orange, red, and dark blue) would rise more steeply   region.
                                                            at first, but then fall sooner and more steeply as resources
                                                            became depleted. The line for pollution (purple) would be   Fig. 2 (SBS1)  Conventionally plowed plots show
                        Chapter 3                           expected to rise sooner and more steeply.  slightly more carbon content than no-till plots at 40 cm
                                                                                               of depth. We know this because the data point for con-
                        Fig. 3.15  A human being has the highest rate of survival   Fig. 6.18  The average U.S. citizen has just slightly
                        at a young age. As shown by the type I survivorship   fewer happy life years, yet a far greater ecological foot-  ventionally plowed plots is further to the right, closer to
                        curve, the vast majority of individuals survive during   print, than the average Costa Rican citizen. In fact, the   the vertical dashed line representing the carbon content
                        youth, and then mortality rates rise during older age.                 of natural (uncropped) soils. Thus the conventionally   ANSWER S T O D ATA AN ALYSI S QUESTI ONS
                                                            U.S. ecological footprint is so high that it drags down   plowed soils at this depth have retained more carbon
                        Fig. 3.18  Because exponential growth cannot last for-  its Happy Planet Index score sharply, despite the gen-  than the no-till soils—a result opposite to that seen in the
                        ever, we would expect that growth of the western U.S.   eral happiness of U.S. citizens. As a result, the United   shallowest soil depths. In reality, however, the values are
                        population of Eurasian collared doves will eventually   States ranks 105th out of 151 nations in terms of this   so close together, and the error bars show such substantial
                        slow down and that the population will reach carrying   indicator.     variation, that these two values may not actually differ
                        capacity. Thus the population growth graph for the west-               with statistical significance.
                        ern United States would come to have a shape more like
                        the current Florida graph, showing logistic growth.  Chapter 7         Fig. 9.20  In the diagram, arrows point from causes to
                                                                                               consequences. Thus, according to the diagram, the im-
                                                            Fig. 2 (SBS1)  Based on the data in the graph, we can   mediate cause of exposure of bare topsoil is the removal
                                                            predict that water in the well 5000 m from a drilling site   of native grass. Likewise, the immediate consequence of
                        Chapter 4                           would be very unlikely to contain methane, because all   exposing bare topsoil is wind and water erosion. Four
                        Fig. 4.10  In the generalized example shown, there are 10   the existing data points in the vicinity of 5000 m are near   arrows lead away from wind and water erosion to other
                        rodents for every 100 grasshoppers; therefore, we can say   zero. For the well just 250 m from the drilling site, exist-  items, so therefore wind and water erosion has four im-
                        there are 1/10 (or 1:10) as many rodents as grasshoppers.   ing values at that distance range from zero to 65 mg/L,   mediate consequences.  A-1






           Z01_WITH7428_05_SE_AppA.indd   1                                                                                    13/12/14   10:47 AM
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