time_series
Computes mean NDVI, NDWI, or NBR over a bounding box for each Sentinel-2 date in a range, skipping cloudy scenes and summarizing temporal change.
Instructions
Mean of an index over a bbox for each Sentinel-2 acquisition date in a range.
One scene per day, cloudy dates skipped with a reason, sampled evenly when there are more dates than the server limit (default 24). Includes a summary (mean, min/max date, change from first to last). Can take 10-60 s for long ranges.
Input Schema
| Name | Required | Description | Default |
|---|---|---|---|
| bbox | Yes | [west, south, east, north] in WGS84 degrees, e.g. [12.47, 41.9, 12.5, 41.92] | |
| index | Yes | Spectral index: ndvi (vegetation), ndwi (water), nbr (burn). | |
| catalog | No | STAC catalog. Defaults to the server's configured catalog. | |
| date_range | Yes | ISO interval 'YYYY-MM-DD/YYYY-MM-DD', e.g. '2025-04-01/2025-09-30' | |
| max_cloud_cover | No | Maximum scene cloud cover in percent (0-100). Omit for no filter. |
Output Schema
| Name | Required | Description | Default |
|---|---|---|---|
| bbox | Yes | ||
| note | No | ||
| index | Yes | ||
| points | Yes | One point per date, oldest first | |
| skipped | No | ||
| summary | No | ||
| date_range | Yes | ||
| scenes_found | Yes | Scenes matching the search, before de-duplication | |
| dates_analysed | Yes |