Landsat
The Landsat programme provides a much longer continuous satellite record than modern high-resolution basemaps. It is especially useful when the question is change across decades rather than fine detail at one date.
Strong use cases
- forest and plantation change
- large wetland and lake changes
- urban expansion
- burn scars
- broad river/coastal sediment patterns
- land-cover transitions
- vegetation indices through time
Landsat's commonly used multispectral bands are generally tens of metres in resolution, so combine it with aerial photography when the research needs parcel- or site-scale interpretation.
Access
USGS EarthExplorer remains a primary discovery/download route for Landsat products. Landsat is also widely available through cloud platforms and analysis environments.
Compare like with like
For a time series, keep the season, cloud conditions, product level and band/indices consistent. A December image and a July image can look different because of phenology and illumination rather than land-use change.
Research strategy
Use Landsat to identify the broad period in which change occurred, then move to historical aerial imagery for finer visual evidence where available.
Last reviewed: 26 August 2026