glm-outputv0.1.0

Researchers can use glm-output to process simulated water temperature profiles from GLM model output, convert height coordinates to depth, and compare with field observations. This enables accurate assessment of lake thermal dynamics over time.

Regulatory agencies can leverage glm-output to calculate RMSE between modeled and observed temperatures, validating lake models used for water quality standards. The tool simplifies data merging and coordinate conversion.

Aquaculture companies can use glm-output to analyze temperature profiles in potential lake sites, ensuring optimal conditions for fish growth. The RMSE calculation helps validate model accuracy against historical data.

Climate scientists can employ glm-output to process long-term GLM simulations, tracking temperature changes at various depths. The integration with observations allows for robust trend analysis.

Hydropower operators can use glm-output to monitor reservoir temperature stratification, aiding in decisions about water release depths to meet environmental regulations. The depth conversion handles the unique GLM coordinate system.

Offer a cloud platform that integrates glm-output script as a service, allowing users to upload GLM output files and observation data, and receive RMSE reports and visualizations. Recurring subscription fees.

Provide consulting for lake modeling projects, including setup of GLM simulations and customizing the glm-output script for specific lake geometries. Billed per project or hourly.

Offer basic output processing for free (e.g., single file upload), while charging for advanced features like batch processing, historical trend analysis, or API access. Upsell premium tiers.