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data:
raw_dir: ${oc.env:SADAR_DATA_DIR,data/raw}
file_glob: lemd_*.parquet
airport: LEMD
runway:
ref_lat: 40.4936
ref_lon: -3.5668
projection_epsg: 32630
resample:
seconds: 10
cleaning:
min_points_per_flight: 40
max_gap_seconds: 120
max_missing_fraction: 0.5
remove_go_arounds: true
remove_emergency_squawks: true
emergency_squawks: [7500, 7600, 7700]
interpolate_columns: [lat, lon, baroaltitude, velocity, heading, vertrate]
go_around:
near_runway_m: 5000
descend_vertrate: -1.0
climb_vertrate: 2.0
min_climb_points: 3
features:
columns: [x_rel, y_rel, baroaltitude, velocity, sin_hdg, cos_hdg, vertrate]
altitude_source: baroaltitude
windowing:
length: 60
stride: 30
split:
train_years: [2017, 2018, 2019]
eval_years: [2020]
val_fraction: 0.5
scaling:
method: standard
output:
dir: ${oc.env:SADAR_PROCESSED_DIR,data/processed}
format: npy
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