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SCIENCE · INVESTIGATE AND EXPLAIN

Compare energy demand, access and resource distribution

Distinguish renewable resources, accounting bases and per-person versus total demand.

Learning outcome: Distinguish renewable resources, accounting bases and per-person versus total demand.

Starting recap

A rate per person must be multiplied by the population before comparing totals.

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Try

60 GJ/person/yr across 2 million people is 120 PJ/yr.

Open the experiment

Predict

Can lower per-person use coexist with greater total use?

Experiment

Compare 60 GJ/person with population 2 million against 40 with population 4 million. Retain units and the fixed source-share assumption.

Separate per-person use from total demand

Worked teaching model · synthetic values · Fictional annual energy demand with a consistent accounting basis. Total in PJ equals GJ/person times population in millions. A stipulated 60% nonrenewable share is fixed; no current country statistics, energy-service quality or emissions factors supplied.

Reset keeps your prediction, captures and practice history.

Original synthetic system; units differ by row
QuantityValueUnit
Annual total energy demand120PJ/yr
Stipulated nonrenewable part72PJ/yr
Stipulated renewable part48PJ/yr
Per-person use60GJ/person/yr

Per-person and total demand can rank populations differently.

Resource distribution, climate, infrastructure, income and access affect use. Renewable describes replenishment on a relevant time scale, not zero impact; a primary-energy total must not be silently compared with a final-electricity total.

Predict, change one control, and save contrasting captures. Reconstruct the balance with units; then explain a process the ledger deliberately leaves out. Display precision is not measurement precision.

Per-person and total demand can rank populations differently.

Resource distribution, climate, infrastructure, income and access affect use. Renewable describes replenishment on a relevant time scale, not zero impact; a primary-energy total must not be silently compared with a final-electricity total.

Captures preserve recipes and replay their calculated results. They are synthetic model evidence, not physical measurements.

Understand

Start with service, source and accounting basis

People want services such as warm buildings, mobility, communication and industrial products. Energy inputs support those services with different efficiencies. Primary energy refers to energy in sources before conversion; final energy is delivered to users. Electricity is an energy carrier produced from several primary resources. A total for primary energy cannot be compared silently with one for delivered electricity as though the conversion boundary were identical.

Compare renewability without assuming harmlessness

Solar radiation, wind and flowing water are replenished on time scales relevant to human use. Biomass can renew when growth and ecosystem conditions support it. Coal, petroleum, natural gas and uranium deposits are finite resources replenished only extremely slowly or not on human time scales. Renewable does not mean available at every hour or free of ecological impact. Nonrenewable does not mean every technology has the same emissions or waste.

Work an original demand comparison

A fictional population of two million uses 60 gigajoules per person each year. Total use is 120 million gigajoules, or 120 petajoules, because one PJ is one million GJ. Another population of four million uses only 40 GJ per person but totals 160 PJ. Lower individual use and higher total use can both be true. The recipe assigns a fixed 60% nonrenewable share: the first total divides into 72 and 48 PJ. These are teaching numbers, not country statistics.

Explain geographic and social patterns

Deposits reflect geological history, while wind, sunlight, river flow and accessible subsurface heat vary with geography. Technology, transmission, trade and infrastructure connect resource availability to use, so local production need not match local consumption. Climate, industrial structure, income, household size and energy access affect demand. A large per-person mean can conceal unequal access within a population. Historical dependence on a resource can also shape the cost and speed of changing infrastructure.

Avoid a misleading development comparison

A low energy total may reflect efficient services, limited access, a smaller population or outsourced production. To distinguish these, request comparable service measures and an accounting boundary that addresses imported goods. Do not infer welfare or efficiency from energy use alone. Present current national rankings only with dated, verified data; this activity uses no such ranking.

Transfer and feedback

Site A has three million people at 30 GJ/person/yr; site B has one million at 80. Totals are 90 and 80 PJ. If A reduces per-person use to 25 but population reaches four million, total becomes 100 PJ. Explain how the apparent improvement and total increase coexist, then propose a service-quality observation that separates reduced waste from unmet needs.

Explain a trend without making development destiny

Fossil fuels have dominated global energy supply historically; energy use and access are uneven across and within regions. Industrial activity can increase demand, but efficiency, electrification, prices, infrastructure, available resources and regulation can change the fuel mix. Development does not require an inevitable increase in fossil dependence. The IEA Global Energy Review 2026 provides dated 2025 evidence rather than a timeless national ranking; source checked 31 October 2026.

In an original trend packet, total demand rises from 100 to 120 units while fossil use rises from 80 to 84. Predict fossil share: it falls from 80% to 70% although fossil use increases. Change the second fossil value to 72: both absolute use and share now fall, the latter to 60%. A price or regulation explanation needs evidence about alternatives and behavior, not just these two totals. Geological history makes coal-bearing basins, petroleum systems and ore deposits uneven; importing energy can separate consumption from local geology. Compare a region with deposits but little infrastructure against one importing fuel through established networks before equating resource presence with use.

Sources and evidence boundary

Original explanations and synthetic numerical packets. Framework checked 30 October 2026 against the AP course map. Mechanism references: EIA energy units. Saved calculations are practice, not an observed field experiment, plant safety analysis, equipment authorization or independent mastery.

Exact-clause reconciliation checked 31 October 2026 against the official framework, with Fall 2026 corrections and explicit scientific qualifications.

Apply

40 GJ/person/yr for 4 million people gives annual total:

Public practice checks a specific claim. It does not establish independent mastery.

Reconstruct two controlled captures with units, explain the conversion mechanism and challenge a claim using a changed boundary or time scale. Distinguish renewable resources, accounting bases and per-person versus total demand.

Continue

Completion requires a saved prediction, at least one capture and a reflection. Presence checks do not grade your reasoning.

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