Dataset for predictive bird migration model

These datasets are used for developing a predictive model for bird migration. Bird densities are derived from weather data provided by the KNMI (NL/DBL: https://dataplatform.knmi.nl/dataset/radar-tar-volume-debilt-1-0 & NL/HRW: https://dataplatform.knmi.nl/dataset/radar-tar-vol-full-herwijnen-1-0 ). Annotated weather data is derived from the ECMWF ERA 5 dataset: https://www.ecmwf.int/en/forecasts/datasets/reanalysis-datasets/era5 , https://doi.org/10.1002/qj.3803 Column naming: Surface temperature: t2m Surface pressure: sp Surface pressure 24 hours before: spDayBefore Average air temperate between 400 and a 1000m: tHeightAvg Wind between 400 and 1000m: uHeightAvg & vHeightAvg Surface pressure and wind ad remote locations: FranceCoast_sp, UK_sp, Noorway_sp, MeckPom_sp, Denmark_sp, Sweden_sp, Noorway_u10, Noorway_v10, MeckPom_u10, MeckPom_v10, Denmark_u10, Denmark_v10, Sweden_u10, Sweden_v10, FranceCoast_u10, FranceCoast_v10, UK_u10, UK_v10 Wind at 10 and a 100 m of height: u10, v10, u100, v100 Total cloud cover: tcc Source radar: radarId Timestamp (UTC): datetime Total percepitation: tp Solar position: solar_pos_elevation, solar_pos_elevation_change Vertically integrated bird density: vid Accumulation and change of accumulation in the number of birds: rain_acc_t3_4_diff, tcc_acc_t3_4_diff, tp_tcc_acc_t3_4_diff, rain_acc_t3_4, tcc_acc_t3_4, tp_tcc_acc_t3_4, wind_rain_acc_t3_4_diff, wind_rain_acc_t3_4