fossil fuels a non-renewable energy resource. outline extrapolating data. modeling consumption and...
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Predicting the Future based on the Past.
The Second Law of Thermodynamics tells us that TIME always moves forward, to a point when energy is distributed more evenly and at a single temperature.So we can’t know the future!But since the way in which energy flows is governed by physical laws, can we observe what has happened in the past (data) and use those laws (analyze) to make predictions about the future?Let’s look at a simple example: Population.
World Population 1950-2000year population % growth
1950 2.56 billion 1.47
1960 3.04 billion 1.33
1970 3.70 billion 2.07
1980 4.45 billion 1.69
1990 5.28 billion 1.55
2000 6.07 billion 1.41
World Population
world population
01000000000200000000030000000004000000000500000000060000000007000000000
1940 1950 1960 1970 1980 1990 2000 2010
years
popu
lati
on
population
Looking into the future
There seems to be a trend upwards in world population.Assuming that this trend continues, we can try to predict the world’s population even 50 years from now. But which prediction is right?
The future world population?
world population
y = 3E-06e0.0176x
02000000000400000000060000000008000000000
10000000000120000000001400000000016000000000
1900 1950 2000 2050 2100
years
popu
lati
on populationExpon. (population)Expon. (population)
Exponential growth
Growth proportional to N . The rate of growth, r, is the percentage of N added to the total amount, per year.
Example: r = 2% growth per year means that .02 N is added to N every year.When N is big, exponential growth is fast!
N DOUBLES every DT = 70 ÷ r years.Example: r = 2% means that N doubles every 70/2 = 35 years.
Exponential growth of World Population?
Looking at our exponential curve for world population, we find
r = 1.76 %So, .0176 N is added to the population every year.N = 6 billion or 6 x 109, so 105 million people are being added per year.
DT = 70 / 1.76 = 40 years.In 40 years, the population will be 12 billion!Is it true?
US Census Bureau’s Prediction of World Population
world population
y = 0.0229e0.0131x
0
2000000000
4000000000
6000000000
8000000000
10000000000
12000000000
1900 1950 2000 2050 2100
years
popu
lati
on
populationExpon. (population)
US Census Bureau’s prediction, cont.
The curve doesn’t fit as well, because the growth rate is changing and probably will continue to change. The Census Bureau predicts a declining growth rate to less than 0.5 % by 2050 and a peak in population shortly thereafter.Exponential growth is NOT SUSTAINABLE over long periods of time.
Making friends exponentiallyDay Kate Anne Day Ann
e
1 2 1 11 512
2 4 2 12 1024
3 6 4 13 2048
4 8 8 14 4096
5 10 16 15 8192
6 12 32 16 ?
7 14 64
8 16 128
10 18 256
Non-renewable resources
There is a limited number of people at WIU. Exponential growth in friends quickly “consumes” all friend candidates.People can reproduce, but they depend on many non-renewable resources to survive. If population grows exponentially, consumption will also grow exponentially, and overwhelm the available resources.
Fossil FuelsExponential growth is a very POOR model for the consumption of non-renewable resources.M.K. Hubbert in 1957 made a startling prediction about the production of oil in the US. “Oil Production in the US will peak in 1967.”
Assumptions:• Oil is a finite resource.• Initially exponential growth in demand.• Eventual halt and decline in production as the resource
becomes more uneconomical to obtain.