Exporting and Downloading Outputs

CONOPS allows you to export results as CSV and GeoJSON for further analysis, reporting, and visualization in GIS or web mapping tools.

Where to download

1. Open the Results view of a Completed order.

2. Click Download / Export.

3. Choose CSV or GeoJSON.

Results view and export action.

What you get

CSV export

The CSV is designed for spreadsheets and quick analysis (Excel, LibreOffice, pandas).

Typical content includes:

• Order metadata (area, time period, model)

• One row per spatial unit and/or per time step (depending on the output)

• One or more indicator columns produced by the selected model

Recommended uses:

• Create tables, pivot tables and charts

• Filter/sort results by indicator value

• Join results with other datasets using identifiers (e.g., region code, cell ID)

GeoJSON export

The GeoJSON export is designed for mapping.

It typically includes:

• A geometry for each feature (e.g., grid cell polygon or region geometry)

• A set of properties per feature, including indicator values and identifiers

Recommended uses:

• Open in QGIS or other GIS software

• Load into web maps (Leaflet / OpenLayers)

• Share a map-ready dataset with stakeholders

How to use the GeoJSON in QGIS

1. Open QGIS.

2. Layer → Add Layer → Add Vector Layer

3. Choose the downloaded .geojson file and click Add.

4. Style by an indicator attribute: * Open Layer Styling * Choose Graduated * Select the indicator field (e.g., abundance/risk column) * Click Classify

If you need a basemap, add one via the QGIS Browser (XYZ Tiles) or your organization’s standard basemap.

File content and common fields

The exact field names may evolve, but exports generally include:

• area: selected Area of Interest (e.g., NUTS code/name)

• time_period: month or custom interval used for processing

• model: MAMOTH or DVI

• indicator(s): resulting values (abundance / risk, and any secondary indicators)

See Understanding Results for interpretation guidance and Glossary for terminology.