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The following table gives approximate values of the average annual atmospheric rate of increase in carbon dioxide (CO 2 ) each decade since 1960, in parts per million (ppm). Estimate the total increase in atmospheric CO 2 between 1964 and 2013.

Source : http://www.esrl.noaa.gov/gmd/ccgg/trends/.
Average annual atmospheric co 2 Increase, 1964–2013
Decade Ppm/y
1964–1973 1.07
1974–1983 1.34
1984–1993 1.40
1994–2003 1.87
2004–2013 2.07
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The following table gives the approximate increase in sea level in inches over 20 years starting in the given year. Estimate the net change in mean sea level from 1870 to 2010.

Source : http://link.springer.com/article/10.1007%2Fs10712-011-9119-1
Approximate 20-year sea level increases, 1870–1990
Starting Year 20-Year Change
1870 0.3
1890 1.5
1910 0.2
1930 2.8
1950 0.7
1970 1.1
1990 1.5

Add the numbers to get 8.1-in. net increase.

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The following table gives the approximate increase in dollars in the average price of a gallon of gas per decade since 1950. If the average price of a gallon of gas in 2010 was $2.60, what was the average price of a gallon of gas in 1950?

Source : http://epb.lbl.gov/homepages/Rick_Diamond/docs/lbnl55011-trends.pdf.
Approximate 10-year gas price increases, 1950–2000
Starting Year 10-Year Change
1950 0.03
1960 0.05
1970 0.86
1980 −0.03
1990 0.29
2000 1.12
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The following table gives the percent growth of the U.S. population beginning in July of the year indicated. If the U.S. population was 281,421,906 in July 2000, estimate the U.S. population in July 2010.

Source : http://www.census.gov/popest/data.
Annual percentage growth of u.s. population, 2000–2009
Year % Change/Year
2000 1.12
2001 0.99
2002 0.93
2003 0.86
2004 0.93
2005 0.93
2006 0.97
2007 0.96
2008 0.95
2009 0.88

( Hint: To obtain the population in July 2001, multiply the population in July 2000 by 1.0112 to get 284,573,831.)

309,389,957

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In the following exercises, estimate the areas under the curves by computing the left Riemann sums, L 8 .

The graph of a smooth curve going through the points (0,3), (1,2), (2,1), (3,2), (4,3), (5,4), (6,5), (7,4), and (8,3).

L 8 = 3 + 2 + 1 + 2 + 3 + 4 + 5 + 4 = 24

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The graph of a smooth curve going through the points (0, 3), (1, 5), (2, 7), (3, 6), (4, 8), (5, 6), (6, 5), (7, 4), and (8, 6).

L 8 = 3 + 5 + 7 + 6 + 8 + 6 + 5 + 4 = 44

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[T] Use a computer algebra system to compute the Riemann sum, L N , for N = 10 , 30 , 50 for f ( x ) = 1 x 2 on [ −1 , 1 ] .

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[T] Use a computer algebra system to compute the Riemann sum, L N , for N = 10 , 30 , 50 for f ( x ) = 1 1 + x 2 on [ −1 , 1 ] .

L 10 1.7604 , L 30 1.7625 , L 50 1.76265

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[T] Use a computer algebra system to compute the Riemann sum, L N , for N = 10 , 30 , 50 for f ( x ) = sin 2 x on [ 0 , 2 π ] . Compare these estimates with π .

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In the following exercises, use a calculator or a computer program to evaluate the endpoint sums R N and L N for N = 1,10,100 . How do these estimates compare with the exact answers, which you can find via geometry?

[T] y = cos ( π x ) on the interval [ 0 , 1 ]

R 1 = −1 , L 1 = 1 , R 10 = −0.1 , L 10 = 0.1 , L 100 = 0.01 , and R 100 = −0.1 . By symmetry of the graph, the exact area is zero.

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[T] y = 3 x + 2 on the interval [ 3 , 5 ]

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In the following exercises, use a calculator or a computer program to evaluate the endpoint sums R N and L N for N = 1,10,100 .

[T] y = x 4 5 x 2 + 4 on the interval [ −2 , 2 ] , which has an exact area of 32 15

R 1 = 0 , L 1 = 0 , R 10 = 2.4499 , L 10 = 2.4499 , R 100 = 2.1365 , L 100 = 2.1365

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[T] y = ln x on the interval [ 1 , 2 ] , which has an exact area of 2 ln ( 2 ) 1

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Explain why, if f ( a ) 0 and f is increasing on [ a , b ] , that the left endpoint estimate is a lower bound for the area below the graph of f on [ a , b ] .

If [ c , d ] is a subinterval of [ a , b ] under one of the left-endpoint sum rectangles, then the area of the rectangle contributing to the left-endpoint estimate is f ( c ) ( d c ) . But, f ( c ) f ( x ) for c x d , so the area under the graph of f between c and d is f ( c ) ( d c ) plus the area below the graph of f but above the horizontal line segment at height f ( c ) , which is positive. As this is true for each left-endpoint sum interval, it follows that the left Riemann sum is less than or equal to the area below the graph of f on [ a , b ] .

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Explain why, if f ( b ) 0 and f is decreasing on [ a , b ] , that the left endpoint estimate is an upper bound for the area below the graph of f on [ a , b ] .

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Show that, in general, R N L N = ( b a ) × f ( b ) f ( a ) N .

L N = b a N i = 1 N f ( a + ( b a ) i 1 N ) = b a N i = 0 N 1 f ( a + ( b a ) i N ) and R N = b a N i = 1 N f ( a + ( b a ) i N ) . The left sum has a term corresponding to i = 0 and the right sum has a term corresponding to i = N . In R N L N , any term corresponding to i = 1 , 2 ,…, N 1 occurs once with a plus sign and once with a minus sign, so each such term cancels and one is left with R N L N = b a N ( f ( a + ( b a ) ) N N ) ( f ( a ) + ( b a ) 0 N ) = b a N ( f ( b ) f ( a ) ) .

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Explain why, if f is increasing on [ a , b ] , the error between either L N or R N and the area A below the graph of f is at most ( b a ) f ( b ) f ( a ) N .

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For each of the three graphs:

  1. Obtain a lower bound L ( A ) for the area enclosed by the curve by adding the areas of the squares enclosed completely by the curve.
  2. Obtain an upper bound U ( A ) for the area by adding to L ( A ) the areas B ( A ) of the squares enclosed partially by the curve.
    Three graphs, stacked vertically, drawn on graph paper. Each shows the same image. However, the axes become progressively more exact in units. The first is marked in units, from negative 3 units to positive 3 units on each axis. The second has the half-units marked, and the third has the quarter units marked. As such, the graph paper boxes become smaller and smaller. The image is symmetrical across each axis and is a curved cross shape. It meets the axes at (0,3), (3,0), (0,-3), and (-3,0) and has corners roughly at (.7,.7), (.7,-.7), (-.7,-7.), and (-.7,.7). In graph 1, no square unit boxes are completely contained inside the shape. Twenty boxes are enclosed partially by the shape. In graph 2, nine boxes are completely contained inside the shape, and eleven boxes are enclosed partially by the shape. In graph 3, 11 boxes are completely contained inside the shape, and 4.5 are enclosed partially by the shape.

Graph 1: a. L ( A ) = 0 , B ( A ) = 20 ; b. U ( A ) = 20 . Graph 2: a. L ( A ) = 9 ; b. B ( A ) = 11 , U ( A ) = 20 . Graph 3: a. L ( A ) = 11.0 ; b. B ( A ) = 4.5 , U ( A ) = 15.5 .

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In the previous exercise, explain why L ( A ) gets no smaller while U ( A ) gets no larger as the squares are subdivided into four boxes of equal area.

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A unit circle is made up of n wedges equivalent to the inner wedge in the figure. The base of the inner triangle is 1 unit and its height is sin ( π n ) . The base of the outer triangle is B = cos ( π n ) + sin ( π n ) tan ( π n ) and the height is H = B sin ( 2 π n ) . Use this information to argue that the area of a unit circle is equal to π .

A wedge of a circle cut at an acute angle theta = 2pi / n. Several extra lines are drawn. The first is a line A connecting the ends of the two radii, creating a triangle. The second is another line B parallel to the A, connecting the radii a few units in from each endpoint. A concentric curve C connects the endpoints of B and is tangent to A near its midpoint. The area between this curve C and the edge of the circle is shaded in pink, and the rest of the wedge is purple. A final concentric curve is drawn very close to angle theta.

Let A be the area of the unit circle. The circle encloses n congruent triangles each of area sin ( 2 π n ) 2 , so n 2 sin ( 2 π n ) A . Similarly, the circle is contained inside n congruent triangles each of area B H 2 = 1 2 ( cos ( π n ) + sin ( π n ) tan ( π n ) ) sin ( 2 π n ) , so A n 2 sin ( 2 π n ) ( cos ( π n ) ) + sin ( π n ) tan ( π n ) . As n , n 2 sin ( 2 π n ) = π sin ( 2 π n ) ( 2 π n ) π , so we conclude π A . Also, as n , cos ( π n ) + sin ( π n ) tan ( π n ) 1 , so we also have A π . By the squeeze theorem for limits, we conclude that A = π .

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Practice Key Terms 8

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Source:  OpenStax, Calculus volume 1. OpenStax CNX. Feb 05, 2016 Download for free at http://cnx.org/content/col11964/1.2
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