https://www.precipitationtype.com
This repository contains a full-stack web application to visualize precipitation type probabilities. The frontend is built with React, and the backend is a Flask API served via Gunicorn behind an Nginx reverse proxy.
It is currently running on a t2.medium instance on the AWS CISL AI2ES Testbed.
Most of what you might want to change is in:
ptype/backend/app.py (API call modifications)
ptype/frontend/src/pages/Home.js (Main component/HTML modifications)
ptype/frontend/src/hooks/Hooks.js (Main component/functionality modifications)
ptype/frontend/src/js/sounding.js (Skew-T component modifications)
A sample of netcdf and geojson files is included where appropriate.
I haven't had time to clean up the scripts used to generate the netcdf and geojsons on Casper, but they are located in ptype/scripts.
ptype/
├── backend/
│ ├── app.py (Flask app)
│ ├── nn.json (nearest neighbors dictionary)
│ ├── ptype_model_20240909.keras (ptype model)
│ ├── ptype_scaler_20240909.json (ptype scaler)
│ └── data/
| ├── MILES_ptype_hrrr_2024-04-30_0000_f01.nc (Sample raw data for skew-Ts)
| └── ... (More raw data for skew-Ts)
├── frontend/
| ├── package-lock.json
| ├── package.json (Manifest)
│ ├── build/ (Production app)
| | └── .../
│ ├── public/
| | ├── bounds.geojson/ (Central region bounds)
| | ├── evi_frzr/ (Pre-generated evidential frzr layer geojsons)
| | | ├── MILES_ptype_evi_2024-04-30_0000_f01_frzr.geojson (Sample evidential frzr layer geojson)
| | | └── ... (More pre-generated evi_frzr geojsons)
| | └── .../ (More pre-generated geojsons for other variables)
│ └── src/
| ├── index.js
| ├── App.js (Router)
| ├── assets/ (Static images/logos)
| ├── css/ (CSS files)
| ├── hooks/ (React App hooks)
| | └── Hooks.js (React App hooks)
| ├── js/
| | ├── utils.js/ (Utility functions)
| | └── sounding.js (Sounding code)
| ├── maps/
| | ├── gz_2010_us_050_00_20m.json (County borders)
| | └── usstates_wrap.json (US State borders)
| └── pages/
| └── Home.js (Main React App)
└── README.md