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swmm-uncertainty

@zhonghao1995 · 收录于 1 周前

Parameter and forcing uncertainty propagation and sensitivity analysis for EPA SWMM. Use when an agent needs to (1) propagate parameter uncertainty through SWMM (fuzzy alpha-cut or Monte Carlo), (2) quantify hydrograph envelopes or output entropy without treating the run as calibration, (3) screen which parameters matter using OAT / Morris elementary-effects / Sobol' indices, (4) generate a rainfall ensemble (observed-series perturbation or IDF-curve design storms) and aggregate the resulting hydrograph envelope, or (5) build the integrated paper-reviewer-facing uncertainty source decomposition (`uncertainty_source_summary.md` + `uncertainty_source_decomposition.json`) over the raw outputs of the prior steps.

适合你,如果正在用SWMM做水文模拟,需要量化参数和降雨的不确定性影响。

/ 通过 npx 安装 校验哈希
npx oh-my-skill add zhonghao1995/agentic-swmm-workflow/swmm-uncertainty
/ 通过 bash 安装
curl -fsSL https://oh-my-skill.com/install.sh | bash -s -- zhonghao1995/agentic-swmm-workflow/swmm-uncertainty
/ 已经装过?验证本机副本,不用重装
npx oh-my-skill verify zhonghao1995/agentic-swmm-workflow/swmm-uncertainty
安装目标可用 --agent / --scope 或 --to 明确指定;省略时只会在唯一已存在的 agent 目录上自动选择,零命中或多命中会停止并提示。content_hash 缺失或不一致均拒装。
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