♦ Areas-under-curves and Climate.
    •The need to cut GHG emissions "by N% in Y years"

• A nice percents problem: cut emissions to A% below today's
    Vs. cut emission to B% below 1990 levels.
• Related percents problem: What percent cut per year
    (e.g. r^n = (0.6), find r)

Back to "cut emissions by N% in Y years"
    Is it enough to agree on N and Y?

..almost everyone now agrees that we must act..If we're to have a high chance of preventing global temperatures from rising by 2C (3.6F) above preindustrial levels, we need, in the rich nations,A 90% reduction in greenhouse-gas emissions by 2030. The greater part of the cut has to be made at the beginning of this period. To see why, picture two graphs with time on the horizontal axis and the rate of emissions plotted vertically. On one graph the line falls like a ski jump: a steep drop followed by a shallow tail. On the other it falls like the trajectory of a bullet. The area under each [curve] represents the total volume of greenhouse gases produced in that period. They fall to the same point by the same date, but far more gases have been produced in the second case, making runaway climate change more likely. -George Monbiot writing in The Guardian, 10/31/2006

Quadratic and root functions -- wind speed versus kinetic energy of storm. Area swept out my blades of wind turbine. Trying to save time by going over the speed limit (Limited coverage!)

Exponential functions
• Finding average annual growth rates given beg./end values;
• Extrapolation to future (oil consumption, other resources, Dow Jones in 2100,..) ; Personal financial planning, etc.

Q: The world currently uses up ≅85 million barrels of oil per day. If the total remaining oil reserves ≅ 1 trillion barrels, how many more years do we have before we run out?

"A": (85,000,000 barrels/day) · (365 days/yr) = 31.025 billion bbl/yr

1 trillion bbl ÷ 31.025 billion bbl/yr ≅ 32 years, 3 months

Notice any problems with the ("mathematically correct") answer?
Even putting aside,
  • #0 The above assumes usage/demand does not increase..
  • #1 Environmental reasons not to burn..
  • #2 Is it energy-policy-wise to burn all, so none is left?
  • #3 Is it practical or realistic to go from 85 mbd one year, to zero the next, even if we wanted to?

#4 Physical reality of oil fields.

Geology says:
Oil fields ≠ a gas tank

• Similar: Canadian Tar Sands won't save us from Peak Oil

Amount ≠ Max "Flow" Rate
•Simplified analysis w/piecewise-linear graphs; Given ½b·h, find b.

Challenges of the course


Very heterogeneous math backgrounds:
→ "It was ok. The teacher was nice, but I have a very hard time with math"
and "The material that was covered was very difficult"

→ versus "The math was pretty easy"
"very basic, but it was good for the students who were totally anti-math"

♦ Heterogeneous levels of motivation (somewhat) improved by env. interest on the part of many (most?) students.

"I don't like working in groups, so I stopped coming to class"


Median # of hrs (self-reported!) spent outside of class per week? 2½ (should be 6). Higher? during Projects (mandated group work Log)


♦ Student feedback/complaints/compliments


Other Complaints = Some students' Compliments =

• Freedom-to-choose and Open-ended assignments: Journal, Project (despite detailed rubric given out; offers to meet groups; offers view drafts, etc)

• Open-ended questions included on HW ("How would you generalize? Can you think of other examples?" etc)

"I was able to see how to use math. In other math classes they throw formulas at you. Here, we took those formulas and actually used them in life" (Course eval in one section)

"This course was an exception for me..I have always disliked math for two reasons: I felt that math used extremely complicated methods and formulas to solve problems that I felt were insignificant and impractical. This course proved to be the opposite in which simpler math was used to solve significant, impacting world issues.." (PEMJ, student in a different section)

"I learned some things that will be pretty useful in the future.. a lot of it was common sense" (eval)

"The course was challenging, but ultimately improved my understanding of mathematical concepts" (eval)

"..the area under the curve of a graph represent an amount if [y-axis quantity] is a rate. In addition, you can [estimate] the area under the curve without using calculus! You can estimate using lots of skinny rectangles" (PEMJ)