Desktop tools supporting stormwater analytics. Copyright © Zhonghao Zhang; licensing available via Prof. Caterina Valeo upon request.
Desktop tools supporting stormwater analytics. Copyright © Zhonghao Zhang. Licensing is available without charge via Prof. Caterina Valeo upon request.
Smart-card secured Python/Tkinter suite unifying climate/flow scraping, cleaning & merging, GPT JSONL workflows, fuzzy uncertainty analysis, and NSE/R2 diagnostics in one interface.
What’s new: flow gauge scraper tab, card-based login, consolidated tabbed pipeline. Bundled README covers setup.
Integrated fuzzy inference system (FIS) for drainage capacity assessment. Builds membership functions from soil type, land use, and slope inputs, performs fuzzy rule reasoning with centroid defuzzification, and reports crisp capacity scores, entropy-based uncertainty metrics, and visualization exports.
Includes example datasets and configuration templates for municipal stormwater assessments.