AGRICULTURE

Combine field context with
Earth observation.

Use satellite imagery, terrain, project boundaries and spatial models to understand agricultural conditions and support location-based decisions.

Browser-based GISGeoAI + spatial analyticsSouth African context
FIELD CONTEXT

Organise the farm or production area spatially

Bring field boundaries, soils, terrain, water, roads and other operational layers into one project.

  • Field or management-unit mapping.
  • Terrain and access context for operational planning.
  • Integration of project attributes with imagery-derived indicators.
VEGETATION

Observe change across the season

Use multispectral imagery and vegetation indices to compare relative condition across fields or dates.

  • NDVI/SAVI for vegetation response and NDWI for water-related signals.
  • Change detection across comparable dates.
  • Zonal statistics by field or management area.
SUITABILITY

Compare land using explicit criteria

Use weighted suitability and GeoML where multiple variables need to be combined or tested.

  • Multi-criteria suitability with transparent weights.
  • Predictive modelling from observed field attributes where enough training data exists.
  • Mapped outputs that can feed dashboards or field planning.
DECISION QUESTIONS

Questions this workflow can help investigate

GeoLayers is most useful when the project starts with a clear spatial question. Typical questions for this sector include:

  • Which fields show the strongest change in vegetation condition over time?
  • How do slope, access, soil or water context affect land suitability?
  • Where do satellite-derived indicators differ from expected field performance?
  • Which management areas should be prioritised for field inspection?
WHY GEOLAYERS

Keep sector-specific work inside a professional GIS foundation

The sector workflow sits on the same project, analysis, mapping and governance foundation as the rest of GeoLayers. That means specialist capability can be combined without creating a disconnected dataset for every task.

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One project context

Reuse the same authoritative layers across analysis, mapping and communication.

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Advanced analysis when needed

Move into Earth Observation, GeoML, mobility or simulation when the question requires it.

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Outputs built for decisions

Publish maps, dashboards, apps or controlled integrations from the project result.

Explore this workflow in GeoLayers

Start with your own project data and combine only the capabilities that support the decision.