The Climate Problem in Data

ECON 152: Economics of Climate Change — Session 1

Professor Kensuke Suzuki

Clark University, Department of Economics

2026-08-21

Figures

  1. Global CO2 emissions: fossil fuels and land use
  2. Annual CO2 emissions by region
  3. Annual CO2 emissions by country
  4. CO2 emissions by fuel source
  5. Share of global CO2 emissions
  6. CO2 emissions per capita
  7. Cumulative CO2 emissions
  8. Share of cumulative CO2 emissions
  9. Cumulative CO2 emissions by region
  10. CO2 emissions vs. GDP per capita
  11. Carbon intensity of GDP
  12. Decoupling: emissions and GDP over time
  13. Production-based vs. consumption-based emissions
  14. CO2 embodied in trade, as a share of domestic emissions
  15. CO2 embodied in global trade
  16. Imported or exported CO2 per capita
  17. Consumption-based CO2 per capita vs. GDP per capita
  18. Greenhouse gas emissions by sector
  19. Greenhouse gas emissions by sector, stacked
  20. CO2 emissions by sector
  21. Methane emissions by sector
  22. Nitrous oxide emissions by sector
  23. Per-capita CO2 emissions by sector
  24. Food emissions across the supply chain
  25. Total greenhouse gas emissions
  26. Greenhouse gas emissions per capita
  27. Contributions to global temperature change
  28. Global temperature anomaly
  29. Annual temperature anomalies by country
  30. Global temperature anomalies by month
  31. Monthly temperature anomalies by country
  32. Average surface temperature by month and year
  33. Emissions-weighted carbon price

How to use these charts →

Global CO2 emissions: fossil fuels and land use

Two different things are being added together. Which one is still growing?

Our World in Data, based on the Global Carbon Budget.

Annual CO2 emissions by region

The global total is flat-ish. The regional composition is not.

Our World in Data, based on the Global Carbon Budget.

Annual CO2 emissions by country

Add and remove countries in the chart itself — the entity selector is live.

Our World in Data, based on the Global Carbon Budget.

CO2 emissions by fuel source

Coal, oil, gas, cement, flaring. Which fuel would a carbon tax hit hardest?

Our World in Data, based on the Global Carbon Budget.

Share of global CO2 emissions

Shares, not levels. A country can cut emissions and still gain share.

Our World in Data, based on the Global Carbon Budget.

CO2 emissions per capita

Same data as before, divided by population. The country ranking changes completely.

Our World in Data, based on the Global Carbon Budget.

Cumulative CO2 emissions

CO2 is a stock pollutant. What warms the planet is the integral, not this year’s flow.

Our World in Data, based on the Global Carbon Budget.

Share of cumulative CO2 emissions

This is the chart that international negotiations argue about.

Our World in Data, based on the Global Carbon Budget.

Cumulative CO2 emissions by region

Compare against the annual-by-region chart. Historic responsibility vs. current flows.

Our World in Data, based on the Global Carbon Budget.

CO2 emissions vs. GDP per capita

Emissions rise with income. Is that a law of nature or a policy choice?

Our World in Data, based on the Global Carbon Budget and the Maddison Project Database.

Carbon intensity of GDP

CO2 per dollar of output. Falling everywhere — but fast enough?

Our World in Data, based on the Global Carbon Budget and the Maddison Project Database.

Decoupling: emissions and GDP over time

Both indexed to a base year. Where the lines separate, growth and emissions came apart.

Our World in Data, based on the Global Carbon Budget and the Maddison Project Database.

Production-based vs. consumption-based emissions

Where the smokestack is, vs. who bought the output. We return to this in Part V.

Our World in Data, based on the Global Carbon Budget.

CO2 embodied in trade, as a share of domestic emissions

Positive = net importer of embodied CO2. Evidence on carbon leakage starts here.

Our World in Data, based on the Global Carbon Budget.

CO2 embodied in global trade

How much of world emissions crosses a border before it is consumed.

Our World in Data, based on the Global Carbon Budget.

Imported or exported CO2 per capita

The same trade flows, per person. Who is outsourcing emissions, and how much?

Our World in Data, based on the Global Carbon Budget.

Consumption-based CO2 per capita vs. GDP per capita

Redo the income–emissions relationship on a consumption basis. Does it get steeper?

Our World in Data, based on the Global Carbon Budget and the Maddison Project Database.

Greenhouse gas emissions by sector

“Cut emissions” means cutting something specific. What, exactly?

Our World in Data, based on Climate Watch and the UNFCCC.

Greenhouse gas emissions by sector, stacked

The same breakdown as a stacked area. Energy dominates; agriculture and industry are not small.

Our World in Data, based on Climate Watch and the UNFCCC.

CO2 emissions by sector

CO2 only. Compare against the all-gas version — which sectors shrink?

Our World in Data, based on Climate Watch and the UNFCCC.

Methane emissions by sector

Agriculture and waste, not power plants. A different policy problem entirely.

Our World in Data, based on Climate Watch and the UNFCCC.

Nitrous oxide emissions by sector

Overwhelmingly agricultural. Fertiliser use is the margin here.

Our World in Data, based on Climate Watch and the UNFCCC.

Per-capita CO2 emissions by sector

Sectoral emissions per person. Where would a per-capita target actually bind?

Our World in Data, based on Climate Watch and the UNFCCC.

Food emissions across the supply chain

Transport is a small share. What does this imply about “buy local” as climate policy?

Our World in Data, based on Poore & Nemecek (2018).

Total greenhouse gas emissions

CO2-equivalent, all gases. Methane and N2O are included here.

Our World in Data, based on Climate Watch and Jones et al. (2024).

Greenhouse gas emissions per capita

Per-capita, all gases. Compare with the CO2-only per-capita chart.

Our World in Data, based on Climate Watch and Jones et al. (2024).

Contributions to global temperature change

From emissions to degrees — the link the Social Cost of Carbon has to price.

Our World in Data, based on Jones et al. (2024).

Global temperature anomaly

The outcome variable. Everything else in this course is about bending this line.

Our World in Data, based on HadCRUT5, NASA GISTEMP, NOAA, and Berkeley Earth.

Annual temperature anomalies by country

Switch to the Map tab. Warming is not distributed evenly — and neither are the damages.

Our World in Data, based on Berkeley Earth.

Global temperature anomalies by month

Every month against its own 1991–2020 baseline. The recent months sit off the top of the historical range.

Our World in Data, based on Berkeley Earth.

Monthly temperature anomalies by country

Pick a country. This is the resolution at which people actually experience the change.

Our World in Data, based on Berkeley Earth.

Average surface temperature by month and year

The seasonal cycle, one line per year. Recent years stack at the top.

Our World in Data, based on Berkeley Earth.

Emissions-weighted carbon price

What the world actually charges for a tonne of CO2. Compare to SCC estimates in Part III.

Our World in Data, based on the World Bank Carbon Pricing Dashboard.

Using these charts

Every figure is a live Our World in Data chart, not a screenshot:

  • Change the countries with the entity selector inside the chart.
  • Switch between the Chart, Map, and Table tabs.
  • Drag the time slider to change the window.
  • Download gives you the underlying CSV — this is where the data exercises start.

All data: Our World in Data, ourworldindata.org/co2-emissions, licensed CC BY. Sources: Global Carbon Budget, Climate Watch, Jones et al. (2024), Maddison Project Database, World Bank.

The charts require an internet connection at presentation time.