model_features = ['p14d-uw_level_100_50_diff',
 'first_uwind_near_2_level_200',
 'humidity_level300_latlon',
 'first_uwind_near_3_level_300',
 'uwind_level100_latlon',
 'p14d-t_level_1000_300_diff',
 'p21d-t_level50',
 'uwind_level70_latlon',
 'diff_first_mean-first_t_level100',
 'bearing_from_nearest',
 'first_uwind_level300',
 'diff_first_mean-t_level50',
 'count_035',
 'p21d-t_level300',
 'first_7d_temperature_level1000',
 'first_21d_temperature_level300',
 'temperature_level_1000_700_diff',
 'first_7d_humidity_level1000',
 'first_20190901_humidity_level300',
 'first_mean-vw_level500',
 'first_wind_module_level700',
 'distance_from_035',
 'humidity_near_2_level_1000',
 'dist_weighted_first_mean-t_level700',
 'first_uwind_near_2_level_250',
 'humidity_level1000_latlon',
 'first_vwind_near_2_level_250',
 'first_vwind_level50',
 'humidity_level1000',
 'first_vwind_near_2_level_700',
 'first_20190901_humidity_level700',
 'first-vw_level_1000_300_diff',
 'first_vwind_near_2_level_500',
 'diff_first_mean-first_uw_level700',
 'first_21d_temperature_level50',
 'p14d-t_level1000',
 'diff_first_mean-first_h_level300',
 'diff_first_mean-uw_level50_latlon',
 'first_temperature_level300',
 'diff_first_mean-first_vw_level100',
 'p35d-t_level250',
 'p35d-t_level70',
 'temperature_level1000_latlon',
 'first_mean-vw_level_1000_300_diff',
 'first_mean-t_level_1000_50_diff',
 'longitude',
 'dist_weighted_first_mean-t_level300',
 'first_humidity_near_3_level_300',
 'first_mean-t_level700',
 'year',
 'mean-h_level1000',
 'dist_035_square',
 'p35d-h_level300',
 'diff_first-t_level700',
 'first_mean-vw_level_70_50_diff',
 'first_21d_temperature_level1000',
 'first_mean-uw_level700',
 'diff_first_mean-first_uw_level300',
 'first_vwind_near_2_level_150',
 'first_mean-uw_level500',
 'first_mean-h_level500',
 'diff_first_mean-first_uw_level70',
 'first_21d_humidity_level300',
 'first_7d_temperature_level50',
 'first_7d_temperature_level100',
 'first_mean-vw_level50',
 'square_ratio',
 'city_lon',
 'first_mean-h_level300',
 'first_uwind_level250',
 'first_7d_temperature_level200',
 'p7d-t_level1000',
 'first-vw_level_70_50_diff',
 'first_vwind_level150',
 'diff_first_mean-t_level50_latlon',
 'first-t_level_1000_50_diff',
 'dist_weighted_mean-h_level1000',
 'first_21d_temperature_level250',
 'uwind_level250_latlon',
 'first_7d_humidity_level700',
 'first_20190901_temperature_level700',
 'p14d_diff-h_level300_latlon',
 'latitude',
 'first_7d_temperature_level70',
 'first_vwind_level500',
 'first_mean-t_level_100_50_diff',
 'first_mean-vw_level_150_50_diff',
 '5km_count',
 'first_mean-vw_level_1000_700_diff',
 'p14d-uw_level200',
 '20km_count',
 'p14d_diff-t_level700_latlon',
 'p35d-t_level500',
 'dist_weighted_irst_mean-h_level500',
 'first_vwind_near_4_level_1000',
 'first_7d_temperature_level150',
 'temperature_level250_latlon',
 'diff_first_mean-t_level500_latlon',
 'count_15',
 'p35d-uw_level500',
 'diff_first_mean-t_level1000_latlon',
 'first_uwind_near_2_level_100',
 'same_day_count_25km',
 'p21d-t_level1000',
 'first_20190901_temperature_level1000',
 'first_21d_humidity_level1000',
 'first_7d_humidity_level300',
 'diff_first_mean-first_uw_level200',
 'dist_weighted_first_mean-t_level50',
 'first_mean-vw_level700',
 'p14d-t_level_150_50_diff',
 'p21d-h_level1000',
 'first_mean-vw_level_100_50_diff',
 'first_wind_direction_level500',
 'p21d-uw_level500',
 'p35d-h_level500',
 '5km_divide_20km',
 'first_humidity_near_4_level_300',
 'first_20190901_temperature_level100',
 'mean-t_level1000',
 'temperature_level_1000_50_diff',
 'p14d-h_level500',
 'first_temperature_near_2_level_500',
 'p14d-t_level50',
 'first_mean-t_level_1000_300_diff',
 'uwind_level700_latlon',
 'city_population',
 'distance_4',
 'first_uwind_near_3_level_250',
 'same_day_nearest_longitude_25km',
 'uwind_level500_latlon',
 'first_vwind_near_2_level_1000',
 'distance_from_nearest',
 'distance_2',
 'diff_first_mean-t_level1000',
 'first_7d_temperature_level250',
 'first_mean-t_level250',
 'first_mean-uw_level_100_50_diff',
 'first_temperature_level50',
 'first-vw_level_1000_700_diff',
 'first_temperature_near_2_level_300',
 'p14d-t_level_1000_700_diff',
 'first_20190901_temperature_level500',
 'p35d-t_level100',
 'p7d-uw_level50',
 'p35d-t_level300',
 'dist_weighted_first_mean-t_level250',
 'diff_first_mean-uw_level700_latlon',
 'first_humidity_near_2_level_500',
 'p14d-h_level1000',
 'p21d-uw_level300',
 'same_day_nearest_latitude_25km',
 'first_wind_module_level1000',
 'p21d-h_level700',
 'first-vw_level_150_50_diff',
 'temperature_level150_latlon',
 'humidity_near_4_level_1000',
 'p14d_diff-uw_level1000',
 'first-uw_level_150_50_diff',
 'p14d-h_level700',
 'first_mean-h_level_1000_700_diff',
 'first_20190901_temperature_level300',
 'dist_weighted_mean-t_level1000',
 'first-t_level_1000_300_diff',
 'first_mean-h_level1000',
 'first_mean-uw_level_150_50_diff',
 'first_humidity_level500',
 'first_mean-vw_level_1000_50_diff',
 'harmonic_mean-h_level1000',
 'dist_weighted_irst_mean-h_level300',
 'first_wind_module_level250',
 'p14d_diff-t_level150_latlon',
 'temperature_level700_latlon',
 'first-vw_level_100_50_diff',
 'first_mean-vw_level1000',
 'p14d-uw_level_70_50_diff',
 'p14d-t_level_1000_50_diff',
 'p35d-t_level700',
 'temperature_level1000',
 'p35d-uw_level700',
 'first_temperature_level200',
 'harmonic_mean-t_level1000',
 'uwind_level50_latlon',
 'first-uw_level_1000_50_diff',
 'p14d_diff-h_level1000_latlon',
 'temperature_level300_latlon',
 'diff_first_mean-t_level150_latlon',
 'first_7d_humidity_level500',
 'p21d-uw_level700',
 'p35d-uw_level1000',
 'lat',
 'p21d-uw_level250',
 'count_035_divide_count_15',
 'diff_first_mean-first_h_level1000',
 'dist_15_square',
 'p14d_diff-t_level70_latlon',
 'first_vwind_level700',
 'first_21d_temperature_level200',
 'diff_first_mean-t_level700_latlon',
 'p7d-h_level1000',
 'first_mean-uw_level200',
 'distance_from_city',
 'first_temperature_near_2_level_250',
 'temperature_level200_latlon',
 'p35d-t_level50',
 'city_lat',
 'same_day_nearest_bearing_25km',
 'first_mean-t_level50',
 'forest_coords_lat',
 'forest_coords_lon',
 'distance_from_forest_coords',
 'field_coords_lat',
 'field_coords_lon',
 'distance_from_field_coords']