Insight change types list

Our AI-generated insights come with change type associated to it. This list is flexible and we usually adapt it with each specific customer to comply with their internal quality referential as long as our ML model is capable of detecting it. Here are few examples of categories that we can detect:

Type	Description
Construction Activities	Changes related to the construction process
Road Changes	Modifications to roads such as the construction of new roads or the transformation of existing roads (e.g., dirt roads).
Agricultural Changes	Changes in agricultural activities, including the introduction or expansion of farming of agricultural areas.
Forestry Activities	Changes in forested areas, including deforestation and afforestation (the planting of trees).
Waterbody Changes	Changes in water bodies, such as alterations in lakes, rivers, reservoirs, or other natural water features.
Container Movements	Movement of container that may indicate a future construction activity
Material Movements	Movement of materials, including stockpiles used in construction or industrial activities.
Leakage	Incidents of oil or other fluid leaks, often associated with industrial or construction activities.
Heavy Machinery Movements	Movement or placement of heavy machinery, including construction vehicles and large equipment.
Pit Creation or Expansion	Activities related to the creation or expansion of pits, often for construction or excavation purposes.
Unclear Observation	Changes that are temporary or observations that are unclear, making it difficult to categorize the type of change.
Building	Static features related to structures used for residential, commercial, or industrial purposes.
Car Parking Area	Designated areas used for parking vehicles, typically with paved surfaces and clear markings.
Waterbody	Static bodies of water, including lakes, rivers, reservoirs, ponds, and other natural water features.
Road	Permanent roads, whether newly constructed or existing, including dirt roads or paved highways.
Construction Site	Locations where construction activities are taking place or have taken place, including ongoing and completed projects.
Agricultural Field	Areas designated for farming or agriculture, including fields, crops, and other farming-related activities.
Forest	Forest that are either untouched or minimally altered, including forests, mountains, and other natural terrain.
Construction Machinery	Static presence of construction machinery such as cranes, bulldozers, and other large vehicles.