emLab Standard Operating Procedures

Standard operating procedures for emLab projects
Author

Environmental Markets Lab (emLab)

Published

April 16, 2026

Overview

This reference guide describes standard operating procedures (SOP) for emLab projects. This SOP is organized into 5 different sections: (1) File Structure, (2) Data, (3) Code, (4) High Performance Computing, and (5) Reports and Publications. Section 1 covers file structure and storage; Section 2 describes file naming and metadata standards, as well as what the emLab data directory is composed of; Section 3 highlights best practices for coding; Section 4 covers high performance computing; and Section 5 outlines aspects of the publication process from emLab affiliations to preparing a public GitHub repository.