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Now also for coating-related particle classifications, we consider particles as small as 0.3fg(~70nm) (before I was considering only particles larger than ~100nm)

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bertoz_b
2024-09-25 10:28:56 +02:00
parent 740a8a1d73
commit 17038600e4
1 changed files with 10 additions and 10 deletions
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20
SP2XR_toolkit.py
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@ -1859,16 +1859,16 @@ def process_pbp_parquet(dir_path_pbp, dir_path_hk,
ddf_pbp['cnts_thin_low_inc_scatt_ratio'] = 0
ddf_pbp['cnts_particles_for_tl_dist'] = 0 # this flag is used for the calculation of time lag distributions below (it includes the particles classfified as "thin" or "thick")
ddf_pbp.loc[~flag_scatt & flag_inc_in_range_tl_analysis, 'cnts_thin_noScatt'] = 1
ddf_pbp.loc[flag_scatt & flag_scatt_not_sat & flag_inc_in_range_tl_analysis & flag_timelag_0_50 & ~flag_low_ratio_inc_scatt, 'cnts_thin'] = 1
ddf_pbp.loc[flag_scatt & flag_scatt_not_sat & flag_inc_in_range_tl_analysis & flag_timelag_0_50 & flag_low_ratio_inc_scatt, 'cnts_thin_low_inc_scatt_ratio'] = 1
ddf_pbp.loc[flag_scatt & flag_scatt_not_sat & flag_inc_in_range_tl_analysis & flag_timelag_greater_50 & ~flag_extreme_positive_timelag, 'cnts_thick'] = 1
ddf_pbp.loc[flag_scatt & ~flag_scatt_not_sat & flag_inc_in_range_tl_analysis & flag_timelag_greater_50 & ~flag_extreme_positive_timelag, 'cnts_thick_sat'] = 1
ddf_pbp.loc[flag_scatt & ~flag_scatt_not_sat & flag_inc_in_range_tl_analysis & flag_timelag_0_50, 'cnts_thin_sat'] = 1
ddf_pbp.loc[flag_scatt & ~flag_scatt_not_sat & flag_inc_in_range_tl_analysis & flag_negative_timelag, 'cnts_ntl_sat'] = 1
ddf_pbp.loc[flag_scatt & flag_scatt_not_sat & flag_inc_in_range_tl_analysis & flag_negative_timelag, 'cnts_ntl'] = 1
ddf_pbp.loc[flag_scatt & flag_inc_in_range_tl_analysis & flag_extreme_positive_timelag, 'cnts_extreme_positive_timelag'] = 1
ddf_pbp.loc[flag_scatt & flag_scatt_not_sat & flag_inc_in_range_tl_analysis & ((flag_timelag_0_50 & ~flag_low_ratio_inc_scatt) | (flag_timelag_greater_50 & ~flag_extreme_positive_timelag)), 'cnts_particles_for_tl_dist'] = 1
ddf_pbp.loc[~flag_scatt & flag_inc_in_range, 'cnts_thin_noScatt'] = 1
ddf_pbp.loc[flag_scatt & flag_scatt_not_sat & flag_inc_in_range & flag_timelag_0_50 & ~flag_low_ratio_inc_scatt, 'cnts_thin'] = 1
ddf_pbp.loc[flag_scatt & flag_scatt_not_sat & flag_inc_in_range & flag_timelag_0_50 & flag_low_ratio_inc_scatt, 'cnts_thin_low_inc_scatt_ratio'] = 1
ddf_pbp.loc[flag_scatt & flag_scatt_not_sat & flag_inc_in_range & flag_timelag_greater_50 & ~flag_extreme_positive_timelag, 'cnts_thick'] = 1
ddf_pbp.loc[flag_scatt & ~flag_scatt_not_sat & flag_inc_in_range & flag_timelag_greater_50 & ~flag_extreme_positive_timelag, 'cnts_thick_sat'] = 1
ddf_pbp.loc[flag_scatt & ~flag_scatt_not_sat & flag_inc_in_range & flag_timelag_0_50, 'cnts_thin_sat'] = 1
ddf_pbp.loc[flag_scatt & ~flag_scatt_not_sat & flag_inc_in_range & flag_negative_timelag, 'cnts_ntl_sat'] = 1
ddf_pbp.loc[flag_scatt & flag_scatt_not_sat & flag_inc_in_range & flag_negative_timelag, 'cnts_ntl'] = 1
ddf_pbp.loc[flag_scatt & flag_inc_in_range & flag_extreme_positive_timelag, 'cnts_extreme_positive_timelag'] = 1
ddf_pbp.loc[flag_scatt & flag_scatt_not_sat & flag_inc_in_range & ((flag_timelag_0_50 & ~flag_low_ratio_inc_scatt) | (flag_timelag_greater_50 & ~flag_extreme_positive_timelag)), 'cnts_particles_for_tl_dist'] = 1
ddf_pbp['cnts_thin_total'] = ddf_pbp['cnts_thin']