glm-calibration
From the author
Calibrating General Lake Model (GLM) parameters to match field observations of water temperature. Use this skill whenever you need to adjust light extinction (Kw), mixing coefficients (coef_mix_hyp), or atmospheric bulk transfer factors (wind_factor, lw_factor, ch) to improve model fit. Essential for reducing temperature RMSE and achieving model validation thresholds for lakes.
Install
npx skills add cxcscmu/SkillLearnBench --skill glm-calibration -a claude-code
Installs to .claude/skills/glm-calibration/ · Each command fetches the skill straight from GitHub with the open skills CLI.
Byte-identical to the scanned commit, with the repository’s licence and a SOURCE.txt.
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Similar skills
Closest to this one by what they do and when they are used.
- glm-fundamentalscxcscmu/SkillLearnBenchHow to run the General Lake Model (GLM) for lake water temperature simulation. Use this skill whenever you need to execute GLM simulations, understand GLM configuration files (*.nml), interpret GLM output (NetCDF), or troubleshoot GLM execution. Essential for lake modeling and water temperature prediction tasks.Productivity★ 91
- glm-lake-modelcxcscmu/SkillLearnBenchRunning the General Lake Model (GLM3) for lake temperature simulation, including configuration file structure and execution.Other★ 91
- glm-basicscxcscmu/SkillLearnBenchSet up and validate the GLM environment for Lake Mendota simulation. Use this skill to verify the configuration file exists, inspect current calibration parameters, and confirm all input data (meteorological forcing, field observations, initial profile) are accessible before running calibration.Other★ 91
- glm-runnercxcscmu/SkillLearnBenchManage GLM (General Lake Model) configuration and execution. Use this skill when modifying 'glm3.nml' or running the GLM binary to ensure simulation parameters are correctly set and the model runs successfully.Other★ 91
- model-calibrationcxcscmu/SkillLearnBenchCalculating RMSE metrics and parameter calibration for lake model validationOther★ 91
- glm-simulationcxcscmu/SkillLearnBenchRunning the General Lake Model (GLM) with configuration files and parameter calibrationOther★ 91
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