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UAU102F Fall Throstur Thorsteinsson ([email protected]) 1 Forecasting population growth Throstur Thorsteinsson [email protected] 1. Hunters and gatherers Low population density 2. Early, pre-industrial agriculture Allowed a much greater density of people The first major increase in human population 3. Machine age Industrial revolution increased possibility of increased density Significant increase in EROI 4. The Modern era Rate of population has slowed in wealthy nations but continues to increase rapidly in poorer, less developed nations. Four stages 1. Hunters gatherers 2. Pre-industrial agriculture 3. Industrial agriculture 4. Industrial revolution 3 and 4 occurred at the same time Taking what nature gives you - hardly any domination Omnivorous non-specialist animal Competed with other species in food-webs Constrained by available photosynthetic energy Low life expectancy, low population density 12000 BP in southwestern Asia 8000 – 9000 BP in China and Mexico Involved: Domestication of plants and animals Initially shifting cultivations (slash and burn) - sustainable? Increased population density from 2 to 25 – 1000 persons per km 2 .

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UAU102F Fall

Throstur Thorsteinsson ([email protected]) 1

Forecasting population growth

Throstur Thorsteinsson

[email protected]

1. Hunters and gatherers• Low population density

2. Early, pre-industrial agriculture• Allowed a much greater density of people

• The first major increase in human population

3. Machine age• Industrial revolution increased possibility of increased density

• Significant increase in EROI

4. The Modern era• Rate of population has slowed in wealthy nations but continues

to increase rapidly in poorer, less developed nations.

Four stages

1. Hunters gatherers

2. Pre-industrial agriculture

3. Industrial agriculture

4. Industrial revolution

3 and 4 occurred at the same time

Taking what nature gives you - hardly any domination

Omnivorous non-specialist animal

Competed with other species in food-webs

Constrained by available photosynthetic energy

Low life expectancy, low population density

12000 BP in southwestern Asia

8000 – 9000 BP in China and Mexico

Involved: Domestication of plants and animals

Initially shifting cultivations (slash and burn) - sustainable?

Increased population density from 2 to 25 – 1000persons per km2.

UAU102F Fall

Throstur Thorsteinsson ([email protected]) 2

Why did they “go for it”?

Saw the prospects for a better life?

Needed to in order to survive - possible that the population had increased beyond what the H&G systems could sustain

Gave more reliable food supplies

Provided higher energy return

Enabled higher population densities

What were the Cultural Implications?

What were the Environmental Implications?

Cultural Implications of the transition:

Less time devoted to gathering food

Cultural evolution

Increased population density

Beginning of Urbanization

Social stratification

The ancient city of Mohenjo-daro, built around 2600 BC by the Ancient Indus valley civilization

Environmental Implications: Large areas of forest cleared

Increased population density and thus land could not lay fallow as needed

Soil erosion

Distribution of plants and animals shifted in favor of domesticates

Diseases - monocultures made the system vulnerable

Slowly progressing domination

Development of irrigation and fertilization

Simple machines such as simple plows and irrigation systems

Land did not need to lay fallow

Population density continued to increase

EROI remained relatively low (energy return on investment)

Energy return on investment (EROI)

Describes how much energy is invested in the system compared to what we get out.

Energy out/energy in

Can be used as an indicator of scarcity

UAU102F Fall

Throstur Thorsteinsson ([email protected]) 3

Began in China ca 1200 with the use of coal

Slowly progressed as various inventions enabled more efficient use of energy Steam engine (coal)

Internal combustion engine (oil)

Gas turbines

Humans became energy slaves!

Possible to link major changes in human history to changes in energy use.

Enabled increased population densities

Urbanization and urban growth

New human enterprises

Increased production in less time: Increased use of inputs

Increased use of outputs and waste

Increased pressure on the environment

Thomas Malthus 1798 (classical economist) “Essay on the Principle of Population”

Populations increase in size exponentially

Food supplies increase linearly

Thus population growth will outstrip the food resources, with catastrophic consequences—mass starvation, poverty, and economic and social collapse.

True? Why/why not?

4 6 8 10 12 14 16 18 20 22 24

0

20

40

60

80

100

120

140Linear

Exponential

Time

Va

lue

UAU102F Fall

Throstur Thorsteinsson ([email protected]) 4

Ester Boserup 1965: “The conditions of Agricultural Growth”

Population growth triggers higher productivity through land intensification and innovation of new technology -improving the human condition.

Julian Simon: More people, more minds

Human population grows exponentially

Economic growth (goods and services produced), increase as well – and due to the laws of thermodynamics this growth requires material and energy inputs.

Pressures on resources and the environment mount - BUT how can we know what the impact on the environment may be if population keeps growing at current rates?

Formula to represent population change:

Pt = Pt-1 + (B – D) + (I – E)

P: population at time (t) or at time (t-1)

B: Births

D: Deaths

I: Immigration

E: Emigration

Some Statistics see: http://www.census.gov/ipc/www/idb/

Current Population: 7,342,192,000 (28 September 2016)

Crude birth rates: average annual births/1000 population

Crude death rates: average annual deaths/1000 population

Total fertility rate: average number of children a woman has from

15-49 yrs old

Rate of natural increase: birth rate-death rate

Net growth rates: birth rate-death rate

Infant mortality rates: Annual number of death of infants under the age

of 1 per 1000 life births

Life expectancy at birth: Average number of years a newborn infant can expect to live under current mortality levels

Age-specific death and birth rates: Age class effects taken into

account

UAU102F Fall

Throstur Thorsteinsson ([email protected]) 5

The World FactBook (CIA) - https://www.cia.gov/library/publications/the-world-

factbook/fields/2127.html, CC BY-SA 3.0, https://commons.wikimedia.org/w/index.php?curid=7248239

the expected number of children born per woman in her child-bearing years

CIA World Factbook of 2015

http://vizhub.healthdata.org/le/

UAU102F Fall

Throstur Thorsteinsson ([email protected]) 6

http://world.bymap.org/MedianAge.html

Current Population (1 Jan 2015): ~329 100

Crude Births per 1000 indiv: 13.9

Crude Deaths per 1000 indiv: 6.3

Annual growth rate: 1.2%

Infant Mortality per 1000 indiv: 2.1

Life Expectancy (at birth): 83

Total Fertility Rate: 2.0 per woman https://hagstofa.is/media/49889/hag_160621b.pdf

Current Population(2008): 18,931,686

Crude Births per 1000 indiv: 42

Crude Deaths per 1000 indiv: 12

Annual growth rate: 3.0 %

Infant Mortality per 1000 indiv: 75.3

Life Expectancy (at birth): 55.1

Total Fertility Rate: 5.86 per woman

More data, Population Reference Bureau

http://www.prb.org/DataFinder

r: growth rate

Doubling time

Take natural log at both sides…

or 70/(growth rate in %)

Doubling time

Nrdt

dN

)exp(0 trNN

)exp(2 200 xtrNNN

rrt x

7.0)2ln(2

UAU102F Fall

Throstur Thorsteinsson ([email protected]) 7

Population age structure: The proportion of the population in each age

class – also called age cohorts

Affects current and future birth rates, death rates and growth rates

Has an impact on the environment

Has complications for current and future social and economic status.

So-called age class effects! Important for resource management e.g. deer

What do these show in terms of growth?

Demographic transition: Three-stage pattern of change in birth rates and death rates.

Occurred during the process of industrial and economic development of Western nations.

Leads to a decline in population growth.

Stage I: High birth and death rates - death rate declining -Undeveloped

Stage II: High growth rate (high birth rate, lower death rate) -transition

Stage III: Birth rate drops toward the death rate, leading to low or zero growth rate.

Stage IV: same as stage II, but now due to disease….

Cause specific death rate: number of deaths from one cause per 100,000 total deaths

Incidence rate: Number of people contracting a disease per 100 people per timeperiod

Prevalence rate: Number of people afflicted by a disease at a particular time

Morbidity: Occurrence of disease in a population

How can we do this? - three models

Mathematical extrapolation Linear Growth

Exponential

Logistic growth

Cohort Component Method (most common for humans)

Systems Models (more complex, used at e.g. IIASA)

UAU102F Fall

Throstur Thorsteinsson ([email protected]) 8

Exponential growth

Characterizes anything that can grow without limit

Same as compounding formula in economics

Pt+N = Pt*(1+r)^N

Pt+1 = Pt*(1+r) ^1

Logistic or density dependent growth

Upper limit to the ultimate size - carrying capacity, K

Constant

Can be assessed

Growth determined by:

Pt = Pt-1 + r* Pt-1 * (K - Pt-1)/K

Definition: The maximum population of a species an area can support without reducing its ability to support the same species in the future

Function both of the area and the organism (ex. Ceteris paribus (= all other things being equal or held constant)

Larger area higher K)

Determined by size limiting factors, such as space, food, energy etc.

Affects birth and death rates.

What determines K – and can it be estimated?

Human carrying capacity

Factors: Food supply

Land and soil resources

Water resources

NPP

Population density

Technology

Is it static?

Biophysical carrying capacity

Social carrying capacity

Breaks population into

age cohorts (usually 5

year) by gender, ethnicity

Cohort specific death and

birth rates.

Cohort specific

immigration/emigration

0-4

10-14

5-9

15-19

10-14

5-9

15-19

T1 T2

0-4

B

BD

D

D

DD

D

D

D

UAU102F Fall

Throstur Thorsteinsson ([email protected]) 9

Where are these pyramids from ?

Population expected to reach 10 billions in 2050

GDP/capita to increase 2 - 4 fold

If P really is a culprit for environmental degradation - how can it be reduced?

Should we?

Ethics?