Lab Protocols & Pipelines
Quality-control protocols and reproducible pipelines for lab + satellite spectra (SQuaP, RSE 2026).
Lab Protocols & Pipelines
Lab protocols, federated soil spectroscopy workflows, and reproducible processing for lab and satellite spectra with privacy aware reporting.
Combines spectral QC protocols with federated soil spectroscopy workflows so teams can collaborate, share models, and keep pipelines reproducible without moving raw spectra.
SQuaP uses practical statistical QC and outlier detection to flag artifacts and inconsistencies in lab and satellite spectra, feeding cleaner inputs into models and harmonization.
Documented QC steps, repeatable scripts, privacy preserving collaboration workflows, and reporting templates that can be shared across institutions without shipping raw data.
Key Features
- Transparent statistical QC and outlier flags for lab and satellite spectra
- Pipeline first design for reproducibility and scale
- Privacy preserving collaboration without moving raw spectra
- Publication ready documentation and reporting