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Supplemental dataset for "Weather field reconstruction using aircraft surveillance data and a novel meteo-particle model"

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dataset
modified on 15.08.2018, 19:29
This dataset contains the source data used for the experiments of the paper titled "Weather field reconstruction using aircraft surveillance data and a novel meteo-particle model".

Dataset structure

1. "modes_weather_obs_201801_01-10.zip" contains weather (wind and temperature) extracted from Mode-S and ADS-B data, from 2018-01-01 to 2018-01-10, at +/-30 minutes around 00h, 06h, 12h, and 18h of each day.

2. "gfs_201801_01-10.zip" contains the wind and temperature data extracted from GFS reanalysis data with at 00h, 06h, 12h, and 18h each day.

3. "ecmwf_201801_01-10-10.zip" contains the wind and temperature data extracted from ECMWF ERA5 reanalysis data with 00h, 06h, 12h, and 18h each day.

4. "modes_raw_data_20180101_0900_1000.zip" contains the raw Mode-S data collected on 2018-01-01 from 09h to 10h.

5. "modes_weather_obs_20180101_0900.csv" and "modes_weather_obs_20180101_0930.csv" are decoded weather information based on previous raw data.


CSV column definitions

ts: Unix time stamp
icao: aircraft ICAO Mode-S transponder identifier
lat: latitude
lon: longitude
alt: altitude (ft)
wx: wind speed at x axis (u component of wind) (m/s)
wy: wind speed at y axis (v component of wind) (m/s)
temp: temperature (K)