II.
Specialization JSON
Structured · livespecialization:precision-agriculture
Precision Agriculture json
Inspect the normalized record payload exactly as the atlas UI reads it.
{
"id": "specialization:precision-agriculture",
"_kind": "Specialization",
"_file": "domain/specializations/specializations-expanded.yaml",
"_cluster": "domain",
"attributes": {
"displayName": "Precision Agriculture",
"parentDomainId": "domain:agriculture",
"description": "Technology for precision farming — satellite/drone imagery analysis,\nIoT sensor networks, yield prediction models, variable-rate\napplication systems, and geospatial data pipelines for agriculture.\n"
},
"outgoingEdges": [
{
"from": "specialization:precision-agriculture",
"to": "domain:agriculture",
"kind": "specializes"
},
{
"from": "specialization:precision-agriculture",
"to": "skill-area:geospatial-data-analysis",
"kind": "contains"
},
{
"from": "specialization:precision-agriculture",
"to": "skill-area:sensor-fusion",
"kind": "contains"
},
{
"from": "specialization:precision-agriculture",
"to": "skill-area:time-series-analysis",
"kind": "contains"
},
{
"from": "specialization:precision-agriculture",
"to": "skill-area:computer-vision",
"kind": "contains"
}
],
"incomingEdges": []
}