DOI: 10.5281/zenodo.18234702
title: Real-time automated quality control of atmospheric aerosol time series

description: Dataset accompanying the manuscript entitled


Real-time automated quality control of atmospheric aerosol time series


Timo Houben (1,2), Thomas Müller (3), Peter Lünenschloss (1), Jens Voigtländer (3), Thomas Trabert (1,2), Ema Vosgerau (1,2),

David Schäfer (1), and Jan Bumberger (1,2,4)



(1) Helmholtz Centre for Environmental Research - UFZ, Research Data Management - RDM, Permoserstraße 15, 04318 Leipzig, Germany

(2) Helmholtz Centre for Environmental Research - UFZ, Department Monitoring and Exploration Technologies,

Permoserstraße 15, 04318 Leipzig, Germany

(3) Leibniz Institute for Tropospheric Research (TROPOS), Permoserstraße 15, 04318 Leipzig, Germany

(4) German Centre for Integrative Biodiversity Research (iDiv) Halle-Jena-Leipzig, Puschstraße 4, Leipzig 04103, Germany



Submitted to AMT (Atmospheric Measurement Tecniques, EGU, Copernicus Publications)


Content




Configuration files for Melpitz and TROPOS measurement site as used in the publication

Original recorded data from Melpitz and TROPOS measurement site



AE33 Aethalometer

Aurora 4000 Nephelometer



Results of QC workflow described in the manuscript for selected periods (anomalies)



flag statistics

logs

plots

exported csv files





 

├── config_melpitz.yml

├── config_tropos.yml

├── data_melpitz

│   ├── data

│   │   ├── ae33_sns0700705.csv

│   │   └── aurora4000_213449.csv

│   ├── flag_statistics.csv

│   ├── flag_statistics.png

│   ├── melpitz_qc_20241109_140000-20241110_040000_anomaly-ls1-mel

│   │   ├── 2026-01-08_13-39-52_log.txt

│   │   ├── aethalometer

│   │   │   ├── plots

│   │   │   │   ├── AAE

│   │   │   │   │   ├── 03_15_flag_range_AAE_UVG_resampled.png

│   │   │   │   │   ├── 03_16_flag_range_AAE_GR_resampled.png

│   │   │   │   │   ├── 03_17_flag_range_AAE_UVR_resampled.png

│   │   │   │   │   └── 03_17_flag_relation_AAE.png

│   │   │   │   └── ebc_w1

│   │   │   │   ├── 01_01_flow_1_aligned_ebc_w1_aligned.png

│   │   │   │   ├── 01_02_flow_2_aligned_ebc_w1_aligned.png

│   │   │   │   ├── 01_03_flow_c_aligned_ebc_w1_aligned.png

│   │   │   │   ├── 01_04_status_inst_aligned_ebc_w1_aligned.png

│   │   │   │   ├── 01_05_status_valve_aligned_ebc_w1_aligned.png

│   │   │   │   ├── 01_06_status_ctrl_aligned_ebc_w1_aligned.png

│   │   │   │   ├── 01_07_status_det_aligned_ebc_w1_aligned.png

│   │   │   │   ├── 01_08_status_led_aligned_ebc_w1_aligned.png

│   │   │   │   ├── 01_09_numflag_aligned_ebc_w1_aligned.png

│   │   │   │   ├── 02_11_flag_constant_ebc_w1_aligned.png

│   │   │   │   ├── 02_12_flag_range_ebc_w1_aligned.png

│   │   │   │   ├── 02_14_flag_attn_w1_sp1_ebc_w1_aligned.png

│   │   │   │   ├── 03_17_AAE_cumulativ_flags.png

│   │   │   │   ├── ebc_w1_final_clean.png

│   │   │   │   ├── Stage-2_ebc_w1.png

│   │   │   │   └── Stage-3_ebc_w1_resampled.png

│   │   │   └── qc_results

│   │   │   ├── ebc_w1_final_clean.csv

│   │   │   ├── Stage-2_ebc_w1.csv

│   │   │   └── Stage-3_ebc_w1_resampled.csv

│   │   └── nephelometer

│   │   ├── plots

│   │   │   ├── SAE

│   │   │   │   ├── 03_08_flag_range_SAE_BG_resampled.png

│   │   │   │   ├── 03_09_flag_range_SAE_GR_resampled.png

│   │   │   │   ├── 03_10_flag_range_SAE_BR_resampled.png

│   │   │   │   └── 03_10_flag_relation_SAE.png

│   │   │   └── sca_450

│   │   │   ├── 01_01_flag_range_rh_int.png

│   │   │   ├── 01_02_flag_generic_state_dio.png

│   │   │   ├── 01_02_flag_generic_state_major.png

│   │   │   ├── 01_03_flag_range_pres_int.png

│   │   │   ├── 01_04_flag_range_temp_int.png

│   │   │   ├── 02_05_flag_constants_sca_450_aligned.png

│   │   │   ├── 02_06_flag_range_sca_450_aligned.png

│   │   │   ├── 02_07_flag_noise_sca_450.png

│   │   │   ├── 03_10_SAE_cumulativ_flags.png

│   │   │   ├── sca_450_final_clean.png

│   │   │   ├── Stage-2_sca_450.png

│   │   │   └── Stage-3_sca_450_resampled.png

│   │   └── qc_results

│   │   ├── sca_450_final_clean.csv

│   │   ├── Stage-2_sca_450.csv

│   │   └── Stage-3_sca_450_resampled.csv


│   ├── melpitz_qc_20241109_160000-20241110_010000_anomaly-bc2-mel

...

│   ├── melpitz_qc_20241120_000000-20241123_000000_anomaly-bc3-mel

...

│   ├── melpitz_qc_20241129_000000-20241130_000000_anomaly-ls2-mel

...

│   ├── melpitz_qc_20241130_000000-20241202_000000_anomaly-bc1-mel

...

│   ├── melpitz_qc_20241130_060000-20241202_180000_anomaly-bc4-mel

...

│   ├── melpitz_qc_20241204_000000-20241206_000000_anomaly-ls3-mel

...

│   ├── melpitz_qc_20241217_000000-20241220_120000_anomaly-ls4-mel

...

│   ├── melpitz_qc_20241227_120000-20241230_120000_anomaly-bc5-mel

...

│   ├── melpitz_qc_20250130_140000-20250130_160000_anomaly-ls5-mel

...

│   ├── melpitz_qc_20250216_120000-20250217_040000_anomaly-ls6-mel

...

│   ├── melpitz_qc_20250305_000000-20250313_000000_anomaly-ls7-mel

...

│   └── melpitz_qc_20250414_000000-20250414_210000_anomaly-ls8-mel

...

├── data_tropos

│   ├── data

│   │   ├── ae33_sn706.csv

│   │   ├── aurora4000_sn213450.csv

│   │   └── ne400_221206.csv

│   ├── flag_statistics.csv

│   ├── flag_statistics.png

│   ├── tropos_qc_20220525_000000-20220526_000000_anomaly-ls3

...

│   ├── tropos_qc_20220525_000000-20220526_000000_anomaly-ls4

...

│   ├── tropos_qc_20220929_000000-20221001_000000_anomaly-bc1

...

│   ├── tropos_qc_20221001_000000-20221004_000000_anomaly-bc2

...

│   ├── tropos_qc_20221007_000000-20221008_000000_anomaly-bc3

...

│   ├── tropos_qc_20240101_000000-20240130_000000_anomaly-bc7

...

│   ├── tropos_qc_20240110_000000-20240120_000000_anomaly-bc4

...

│   ├── tropos_qc_20240110_000000-20240129_000000_anomaly-bc5

...

│   ├── tropos_qc_20240110_000000-20240226_000000_anomaly-bc6

...

│   ├── tropos_qc_20240117_000000-20240301_000000_anomaly-ls1

...

│   └── tropos_qc_20240225_000000-20240229_000000_anomaly-ls5

...

└── README.md