IA idea · Environment & climate
Is deforestation in [a country] slowing down?
Research question
Is there a significant trend in annual tree-cover loss in [a country] since 2001, and did loss change after a specific policy or event?
Adapt it: change the place, the data or the comparison until the question is yours.
Why it makes a good exploration
Satellite data now measures forest loss every year. Testing a trend, and whether a policy made a difference, is a real environmental-statistics question you can answer with open data.
The mathematics you'll need
- Time-series plots and linear regression
- Significance of a trend (correlation test)
- Comparing means before and after an event (t-test)
- Percentage change
Course labels show where a technique sits; using maths from outside your course is fine if you explain it clearly and say it is new to you.
Where the data comes from
Annual tree-cover loss by country from Global Forest Watch.
- Global Forest Watch open data — Annual tree-cover loss by country since 2001, from Landsat imagery.
- Our World in Data — Clean country-level time series (CO₂, population, health, energy, education) with CSV download on every chart.
Cite every source in a footnote where you use it and in your bibliography. Check the licence of any dataset you download.
A possible outline
- Explain what “tree-cover loss” does and does not measure.
- Plot and describe the series.
- Test for a trend.
- Compare before and after a policy.
- Reflect on regrowth, plantations and satellite limitations.
Pitfalls that cost marks
- Equating tree-cover loss with deforestation without comment.
- Choosing a policy date after seeing the data.
- Ignoring outlier years (fires).
Showing personal engagement
- Choose a country connected to you or your diet (soy, palm oil, beef).
- Compare two countries.
- Discuss what would count as success.
See Criterion C: personal engagement for what examiners look for.
Taking it further
Model cumulative loss and estimate remaining forest under different scenarios.
Turn this idea into your IA
Similar ideas
- When might the Arctic be nearly ice-free in September?AA SLAA HLAI SLAI HLSolid
- How often do big earthquakes happen? The Gutenberg–Richter lawAI SLAI HLAA SLAA HLSolid
- How strongly is global temperature linked to ln(CO₂)?AI SLAI HLAA SLAA HLAmbitious
- Can you predict a tree's height from its trunk?AI SLAI HLAA SLSolid