If you want to explore how to implement or optimize this system for your regional requirements, let me know:

dbt solves this through . Instead of processing years of historical field data, dbt can be configured to only process logs generated since the last successful run.

Standardizing columns (e.g., changing p_ppm to phosphorus_parts_per_million ).