Three Italian assets, each read against its own history

Portfolios are mixed. An insurer's or a lender's book holds warehouses next to farmland next to energy sites, and each kind of ground behaves differently from one month to the next. A rule that works for a roof flags every vineyard at harvest, and a rule tuned for a vineyard misses a roof that has come off.

This case reads three assets in Italy with the asset status check: a warehouse near Bologna, a solar farm near Montalto di Castro and a vineyard near Montalcino. The footprints were drawn by us at real locations. It is one of our own test cases.

Each asset was read from Copernicus Sentinel-2 over a recent window before and after the reading date. The share of its ground that moved was then compared with the same windows in each of the asset's own previous three years. That range is the asset's quiet range: how much this ground usually changes at this time of year.

An asset reads within its quiet range or above it. Sentinel-1 radar is printed beside each read as a second line that does not depend on cloud. The read was then repeated on a different day.

For a portfolio team the record dates each look and states each asset's own range, so a status means the same thing on a roof and on a vine. These three can wait, and the visits go where something moved.

The same check reads up to 60 assets in one run, from a GeoJSON file, a shapefile, a KML or a CSV of points with your own references. Each asset keeps its history in the register, so the next run updates the same rows rather than starting again.