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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