Datasets:
uid stringclasses 10
values | dataset_id stringclasses 1
value | year int64 2.02k 2.02k | region stringclasses 4
values | filed_route_followed stringclasses 2
values | altitude_profile_followed stringclasses 2
values | speed_profile_followed stringclasses 2
values | heading_deviation_deg int64 3 30 | max_altitude_deviation_ft int64 200 3k | controller_interventions_count int64 0 7 | reason_for_deviation stringclasses 6
values | ops_summary stringclasses 10
values | question stringclasses 1
value | ground_truth_label stringclasses 2
values | ground_truth_rationale stringclasses 9
values | outcome_signal stringclasses 3
values | source_citation stringclasses 1
value |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
ATCFP-001 | atc-track-flightplan-coherence-risk-v0.1 | 2,024 | EU_core | yes | yes | yes | 3 | 200 | 0 | none | Aircraft follows flight plan with minimal deviation. | Is track aligned with flight plan. Answer coherent or incoherent. | coherent | Trajectory matches plan. | stable_operation | Synthetic |
ATCFP-002 | atc-track-flightplan-coherence-risk-v0.1 | 2,024 | EU_core | no | no | no | 28 | 2,400 | 6 | weather_avoidance | Significant heading and altitude changes with multiple controller vectors. | Is track aligned with flight plan. Answer coherent or incoherent. | incoherent | Track deviates materially from plan. | complexity_spike | Synthetic |
ATCFP-003 | atc-track-flightplan-coherence-risk-v0.1 | 2,023 | US_terminal | yes | yes | no | 6 | 300 | 1 | spacing_adjustment | Minor speed changes for sequencing. | Is track aligned with flight plan. Answer coherent or incoherent. | coherent | Small managed deviation. | stable_operation | Synthetic |
ATCFP-004 | atc-track-flightplan-coherence-risk-v0.1 | 2,023 | US_terminal | no | no | no | 22 | 1,800 | 5 | traffic_conflict | Multiple vectors and altitude steps for separation. | Is track aligned with flight plan. Answer coherent or incoherent. | incoherent | Operational reroute under pressure. | complexity_spike | Synthetic |
ATCFP-005 | atc-track-flightplan-coherence-risk-v0.1 | 2,022 | UK_sector | yes | yes | yes | 4 | 250 | 0 | none | Sector transit clean. | Is track aligned with flight plan. Answer coherent or incoherent. | coherent | Plan followed. | stable_operation | Synthetic |
ATCFP-006 | atc-track-flightplan-coherence-risk-v0.1 | 2,022 | UK_sector | no | no | no | 30 | 3,000 | 7 | equipment_issue | Deviation driven by technical issue and vectors. | Is track aligned with flight plan. Answer coherent or incoherent. | incoherent | High divergence and intervention. | incident_risk | Synthetic |
ATCFP-007 | atc-track-flightplan-coherence-risk-v0.1 | 2,021 | Asia_route | yes | yes | yes | 5 | 300 | 0 | none | Enroute stable. | Is track aligned with flight plan. Answer coherent or incoherent. | coherent | Aligned. | stable_operation | Synthetic |
ATCFP-008 | atc-track-flightplan-coherence-risk-v0.1 | 2,021 | Asia_route | no | no | no | 24 | 2,200 | 4 | routing_restriction | Reroute due to restriction leads to drift. | Is track aligned with flight plan. Answer coherent or incoherent. | incoherent | Plan-track divergence. | complexity_spike | Synthetic |
ATCFP-009 | atc-track-flightplan-coherence-risk-v0.1 | 2,020 | EU_core | yes | yes | yes | 3 | 200 | 0 | none | Normal. | Is track aligned with flight plan. Answer coherent or incoherent. | coherent | Aligned. | stable_operation | Synthetic |
ATCFP-010 | atc-track-flightplan-coherence-risk-v0.1 | 2,020 | EU_core | no | no | no | 26 | 2,600 | 6 | weather_avoidance | Large deviations and repeated vectors. | Is track aligned with flight plan. Answer coherent or incoherent. | incoherent | Divergence indicates workload. | complexity_spike | Synthetic |
What this repo is for
Detect when aircraft tracks diverge from filed intent.
Useful for:
workload prediction
reroute cascade detection
sector complexity forecasting
safety analytics
Signals include:
heading deviation
altitude deviation
speed deviation
controller interventions
reason for deviation
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