ContainerHandle

container data process, raw data, different instrument

rawDataReader

• NEPH
• Table
• APS_3321
• SMPS_TH
• AE33
• AE43
• TEOM
• OCEC_RES
• OCEC_LCRES

dataProcess

Chemistry

*ReConstrc_basic(df_chem, df_ref=None, df_water=None, nam_lst=['NH4+','SO42-','NO3-','Fe','Na+','OC','EC'])

• *df_chem : DataFrame or Serie scollection

  • Some chemical compound dataframe(mass concentration), the order of the input dataframe can control by nam_lst

• df_ref : DataFrame or Series, default : None

  • Mass concentration of PM, to compare with the reconstructed mass

• df_water : DataFrame or Series, default : None

  • Mass concentration of ALWC, to reconstruct the wet parameter

• nam_lst : array-like, default : ['NH4+','SO42-','NO3-','Fe','Na+','OC','EC']

  • The order of the df_chem

Returns : dictionary

• mass : reconstructed mass concentration, including ALWC and total wet mass if df_water is not None
• volume : reconstructed volume concentration, including ALWC and total wet volume if df_water is not None
• RI : refractive index, including wet RI if df_water is not None

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OCEC_basic(df_lcres, df_res, df_mass=None, ocec_ratio=None, ocec_ratio_month=1, hr_lim=200, least_square_range=(0.1,2.5,0.1))

• df_lcres : DataFrame
  • LCRES data made by rawDataReader.OCEC_LCRES
• df_res : DataFrame
  • RES data made by rawDataReader.OCEC_RES
• df_mass : DataFrame or Series, default : None
  • To calculate the mass ratio with PM data
• ocec_ratio : float, default : None
  • To calculate POC and SOC
• ocec_ratio_month : int, default : 1
  • The number of the OC/EC calculated month, be ignore if ocec_ratio is not none
• hr_lim : int, default : 200
  • The minimum hours in given month(ocec_ratio_month) allow to calculate the OC/EC, be ignore if ocec_ratio is not none
• least_square_range : 3-tuple, default : (0.1,2.5,0.1)
  • (start, end, step), the assumed value of OC/EC, be ignore if ocec_ratio is not none

Return : Dictionary

• basic : basic parameters and mass ratio status
• ratio : mass ratio

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TEOM_basic(df_teom,df_check=None)

• df_teom : DataFrame
  • TEOM data made by rawDataReader.TEOM
• df_check : DataFrame or Series, default : None
  • The reference data to check the data accuracy

Return : DataFrame

• TEOM parameter

Optical

SAE(df_sca)

• df_sca : DataFrame or Series
  • Scatter data made by rawDataReader.NEPH

Return : DataFrame

• Scatter angstrom exponential

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absCoe

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AAE(df_abs)

• df_abs : DataFrame or Series
  • Absorption coefficient data

Return : DataFrame

• Absorption angstrom exponential

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basic(df_abs, df_sca, df_ec=None, df_mass=None)

• df_abs : DataFrame or Series
  • Absorption angstrom exponential
• df_sca : DataFrame or Series
  • Scatter data made by rawDataReader.NEPH
• df_ec : DataFrame or Series, default : None
  • Black Carbon data
• df_mass : DataFrame or Series, default : None
  • Black Carbon data

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Mie

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IMPROVE

SizeDistr

basic

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merge_SMPS_APS