Philippe Massicotte provides various tools for preprocessing Emission-Excitation-Matrix (EEM) fluorescence data. The tools are designed for use in Parallel Factor Analysis (PARAFAC) and include methods to calculate metrics such as the humification index and fluorescence index.
Use Cases
- Preprocess fluorescence spectra for Parallel Factor Analysis (PARAFAC) based on the described preprocessing tools.
- Calculate the humification index based on the metric calculation methods provided.
- Calculate the fluorescence index based on the metric calculation methods provided.
- Prepare raw EEM data for statistical modeling based on the described preprocessing functions.
Strengths
- Provides specific preprocessing tools for a specialized analytical technique (EEM fluorescence).
- Includes methods for calculating established scientific metrics (humification index, fluorescence index).
Limitations
- Row count and dataset size are unknown, which may limit suitability assessment.
- Column-level documentation is absent; field semantics must be inferred after download.
- Last update date is unknown; freshness unverified.
Provenance
- Source
- Philippe Massicotte