qaqc

Tools for reading results from HEC-RAS simulations for probabilistic flood risk analyses

Verification of continually updating timeseries data where we expect new values, but want to ensure previous data remains unchanged. Maintained by @thomaszwagerman

Templates and checklists for BESS QA/QC, FAT/SAT readiness, supplier evidence review, and commissioning handover.

Production-grade R pipeline for harmonizing multi-lab water quality exports — analyte standardization, unit conversion, fraction parsing, and QAQC checks for environmental monitoring programs.

BDD E2E automation showcase using Cucumber.js + Playwright + TypeScript. Robust pop-up handling, slow-network timeouts, Edge/Chrome channel fallback, and JSON/TXT summary reporting.

CheckU estimates completeness and contamination of MAGs with the UNI56 universal single-copy marker set of Bacterial and Archaea.

Automatic XYZ coordinate detection and spatial diagnostics for CSV/Excel data

Data Analysis for targeted LCMS Analysis

NavDrill Quality (NavDQ) is an open-source software tool designed to support quality assurance and quality control (QA/QC) of underground production drilling and blasting operations.

The geoDB Open Exploration Protocol — an open, machine-readable contract for reading QA/QC'd mineral-exploration data from a geoDB project and writing changes back (dry run, per-row answers, undo), plus an MCP connector for AI assistants. Spec CC-BY-4.0, schemas Apache-2.0.

Dynamo + Python based BIM QA/QC automation tool for Revit with wall classification, parameter writing, and Excel reporting.

web scraped the florida parks website to compare its data to a database keeping the same data that is maintained by the Bureau of Natural and Cultural Resources

Public-safe urban drainage telemetry QA/QC toolkit with synthetic sensor networks, event analytics, dashboard maps, reporting, and optional anomaly screening.

A Python tool that checks water-quality sensor data for bad readings and cleans it up automatically.

Local-first environmental data trust pipeline for simulated field sensor observations, with schema validation, semantic QA/QC, station provenance checks, intake routing, and human-review safeguards before public use.

QA/QC of Nepal climate station records (precipitation, temperature, humidity, 2022-2024) and GIS integration with districts, elevation, land cover and rivers, from open NOAA GSOD, OCHA COD-AB, Copernicus DEM and ESA WorldCover data.

Reproducible Python/GeoPandas QA/QC pipeline for public UNEP IMEO MARS satellite methane plume data, with GeoPackage/PostGIS outputs and an illustrated technical report.

Multi-site IDD/QC and construction dashboard for Kay Lim (Singapore): precast production & NCR tracking, vendor-integrated Command Centre, per-user RBAC with separation of duties, hash-chained audit, SQLite, and one-command Docker + HTTPS deploy.

An R package for Quality Analysis and Quality Control

Developing QA/QC routines for AZMet