AMS and FTIR measurements and the corresponding codes for their statistical combination

Post-processed FTIR and AMS data for the particulate phase from wood and coal burning experiments conducted in the PSI environmental simulation chamber by Yazdani et al. The dataset includes codes for the statistical combination of AMS and FTIR measurements to estimate high-time-resolution functional group composition of organic aerosols. It was authored by Amir Yazdani of École Polytechnique Fédérale de Lausanne.

Use Cases

• Modeling organic aerosol composition based on combined AMS and FTIR measurements mentioned in the description.
• Developing statistical data fusion techniques based on the provided combination codes.
• Analyzing emissions from specific fuel sources (wood and coal) based on the described chamber experiments.
• Studying the temporal evolution of aerosol functional groups based on the high-time-resolution estimation goal.

Strengths

• Includes post-processed data from controlled chamber experiments for wood and coal burning.
• Provides the statistical codes used to combine the AMS and FTIR instrument measurements.
• Aims to estimate functional group composition at high time resolution.

Limitations

• Column-level documentation is absent; field semantics must be inferred after download.
• Row count and dataset size are unknown, which may limit suitability assessment.
• Last update date is unknown; freshness unverified.

Provenance

Source

École Polytechnique Fédérale de Lausanne (Amir Yazdani), experiments conducted at the PSI environmental simulation chamber.

Collection Method

Data from controlled burning experiments, post-processed and combined statistically.

Geography

Laboratory setting (PSI environmental simulation chamber).