SYNTHETIC GEOAI CASE STUDY

Lake Change Monitor

A transparent illustration of how same-season observations, cloud filtering, and a robust trend can support lake-change screening.

Dry-season water area, 2022–2026

2022
2023
2024
2025
2026
−11.1%
Estimated same-season change
−5.0 ha/yr
Robust Theil–Sen trend
10
Usable dry-season observations

How to read this

The example compares dry-season measurements across five years and excludes cloud-contaminated monsoon observations. Lower rainfall may be consistent with part of a decline, but it does not establish cause.

All observations shown are synthetic. This demo is not a finding about Ambazari Lake and should not be used for environmental decisions.

View the reproducible dataset →