{
  "package": "hyper-ontology/1",
  "designed_with": "Praxis",
  "implemented_with": "Hyper Ontology",
  "paper": {
    "title": "Fodder Watch: Earth Observation That Turns Restricted-Crop Detections Into Enforceable Case Files",
    "url": "https://codeatoms.ai/restricted-crop-monitoring-saudi-arabia/",
    "doi": "10.5281/zenodo.23186675"
  },
  "sector": "agriculture-and-earth-observation",
  "country": "Saudi Arabia",
  "scenario": "the operator is described by class, never by name; the design answers a public requirement in this sector",
  "source": "chapter 5 of the paper (5.1 objects, 5.3 recorded form) and Figure 4 (cards and typed links as drawn); Figure 4's title counts 13 typed links and draws 14 lines, all kept here",
  "write_paths": [
    "read-only scheduled extracts from the register and the license records",
    "detection flags, case files and GIS layers on the model, published to the operator's own enforcement channel"
  ],
  "human_loop": "every detection flag is verified on the ground by a named field inspector and every case file reviewed by a senior inspector; the design screens and never applies a penalty",
  "objects": [
    {
      "id": "farm_holding",
      "label": "Farm holding",
      "kind": "site",
      "anchored_in": "the national agricultural register",
      "properties": [
        "Register number",
        "Region and governorate",
        "Farm coordinates",
        "Area tier",
        "Crop and livestock activities"
      ],
      "status_vocabulary": [
        "Registered",
        "Unregistered",
        "Under review"
      ],
      "links": [
        {
          "to": "farm_enterprise",
          "label": "belongs to"
        },
        {
          "to": "crop_licence",
          "label": "holds licence"
        },
        {
          "to": "fuel_electricity_record",
          "label": "conditions"
        }
      ]
    },
    {
      "id": "centre_pivot",
      "label": "Centre pivot / cultivated field",
      "kind": "site",
      "anchored_in": "the operator's geospatial databases",
      "properties": [
        "Pivot diameter",
        "Cultivated area"
      ],
      "status_vocabulary": [],
      "links": [
        {
          "to": "farm_holding",
          "label": "sits within"
        }
      ]
    },
    {
      "id": "farm_enterprise",
      "label": "Farm enterprise / large farmer",
      "kind": "actor",
      "anchored_in": "the national agricultural register",
      "properties": [
        "Register number",
        "Tier",
        "Region"
      ],
      "status_vocabulary": [],
      "links": []
    },
    {
      "id": "crop_licence",
      "label": "Crop licence (wheat / seasonal fodder)",
      "kind": "record",
      "anchored_in": "the crop license records",
      "properties": [
        "Licence number",
        "Licensed crop and area"
      ],
      "status_vocabulary": [],
      "links": [
        {
          "to": "water_licence",
          "label": "",
          "note": "drawn in Figure 4 without a label"
        }
      ]
    },
    {
      "id": "water_licence",
      "label": "Water source (well) use licence",
      "kind": "record",
      "anchored_in": "the crop license records",
      "properties": [
        "Well coordinates",
        "Permitted use"
      ],
      "status_vocabulary": [],
      "links": [
        {
          "to": "farm_holding",
          "label": "serves"
        },
        {
          "to": "green_fodder_ban",
          "label": "",
          "note": "drawn in Figure 4 without a label"
        }
      ]
    },
    {
      "id": "green_fodder_ban",
      "label": "Green fodder ban control",
      "kind": "record",
      "anchored_in": "the council resolutions behind the restriction",
      "properties": [
        "Applicable regions",
        "Council resolution"
      ],
      "status_vocabulary": [],
      "links": []
    },
    {
      "id": "fuel_electricity_record",
      "label": "Agricultural fuel / electricity service condition record",
      "kind": "record",
      "anchored_in": "fuel supplier and electricity utility coordination",
      "properties": [
        "Register validity",
        "Licence validity"
      ],
      "status_vocabulary": [],
      "links": []
    },
    {
      "id": "tasking_order",
      "label": "Imagery tasking order",
      "kind": "record",
      "anchored_in": "the imagery adapter",
      "properties": [
        "Region",
        "Revisit window",
        "Source (archive mirror / vendor tasking)"
      ],
      "status_vocabulary": [],
      "links": [
        {
          "to": "image_capture",
          "label": "",
          "note": "drawn in Figure 4 with its label hidden under a card"
        }
      ]
    },
    {
      "id": "image_capture",
      "label": "Satellite image capture",
      "kind": "event",
      "anchored_in": "the mirrored Sentinel-2, Sentinel-1 and Landsat archive",
      "properties": [
        "Scene identifier",
        "Sensor (Sentinel-2 / Sentinel-1 / Landsat)"
      ],
      "status_vocabulary": [],
      "links": [
        {
          "to": "imagery_product",
          "label": "produces"
        }
      ]
    },
    {
      "id": "imagery_product",
      "label": "Processed imagery product",
      "kind": "record",
      "anchored_in": "the imagery pipeline",
      "properties": [
        "Product level"
      ],
      "status_vocabulary": [],
      "links": [
        {
          "to": "detection_flag",
          "label": "evidences"
        }
      ]
    },
    {
      "id": "detection_flag",
      "label": "Restricted-crop detection flag",
      "kind": "event",
      "anchored_in": "the screening service",
      "properties": [
        "Parcel reference",
        "Crop class",
        "Probability",
        "Observation dates"
      ],
      "status_vocabulary": [],
      "links": [
        {
          "to": "crop_licence",
          "label": "checked against"
        },
        {
          "to": "case_file",
          "label": "opens"
        }
      ]
    },
    {
      "id": "case_file",
      "label": "Violation case file",
      "kind": "record",
      "anchored_in": "the enforcement channel",
      "properties": [
        "Hectares measured",
        "Fine basis (SAR 4,000 per hectare per year, doubling on repeat)"
      ],
      "status_vocabulary": [],
      "links": [
        {
          "to": "field_inspector",
          "label": "assigned to"
        }
      ]
    },
    {
      "id": "field_inspector",
      "label": "Field inspector",
      "kind": "person",
      "anchored_in": "the operator's directory",
      "properties": [
        "Region",
        "Assigned dispatches"
      ],
      "status_vocabulary": [],
      "links": []
    },
    {
      "id": "classifier",
      "label": "Restricted-crop classifier",
      "kind": "system",
      "anchored_in": "the model registry",
      "properties": [
        "Model version",
        "Training window and region",
        "User's accuracy on the reference sample"
      ],
      "status_vocabulary": [],
      "links": [
        {
          "to": "detection_flag",
          "label": "scores"
        }
      ]
    }
  ]
}