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feat: introduce PolyWeather web map API and frontend with integrated weather data collection and analysis.

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2569718930@qq.com
2026-03-09 04:41:24 +08:00
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README.md
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@@ -41,11 +41,11 @@ This project utilizes a production-grade decoupled architecture for high availab
## 🚀 Core Features
- **📡 Full-Spectrum Collection**
- **Major Models**: Real-time sync for ECMWF, GFS, ICON, GEM, and JMA high temperatures.
- **Observed Data**: Global airport METAR reports + official Turkish MGM station-level data.
- **Centralized Correction**: Integrated `17130` (Center) official data specifically for Ankara.
- **Major Models**: Real-time sync for ECMWF, GFS, ICON, GEM, JMA, and Open-Meteo daily/hourly guidance.
- **Observed Data**: Aviation Weather / METAR as the primary observation source, plus official Turkish MGM station-level data for Ankara.
- **City Specialization**: Integrated `17130` (`Ankara (Bölge/Center)`) as the key Ankara lead station, without replacing LTAC settlement observation.
- **⚖️ DEB Smart Blending**
- Dynamic weighting of forecasts based on recent 7-day historical performance.
- Dynamic weighting of forecasts based on recent historical performance and city-specific reliability.
- **🔔 Alert Engine**
- **Momentum Spike**: Captures rapid temperature changes within 30 minutes.
- **Forecast Breakthrough**: Fires when observations exceed all model predictions plus a safety margin.
@@ -67,6 +67,23 @@ This project utilizes a production-grade decoupled architecture for high availab
---
## 🧭 Current Data Logic
- **Primary observation source**: Aviation Weather / METAR
- **Ankara enhancement**:
- Settlement observation: `LTAC / Esenboğa`
- Official lead station: `Ankara (Bölge/Center)` / `17130`
- Nearby station layer: Turkish MGM station network
- **Other cities nearby layer**:
- Current production logic uses Aviation Weather METAR clusters
- U.S. cities may later receive Mesonet augmentation, but METAR remains the base layer
- **Historical benchmarking rules**:
- Web dashboard: rolling last 15 settled days
- Telegram `/deb`: rolling last 7 settled days
- The current in-progress day is excluded from win rate and MAE
---
## 🏗️ System Architecture
```mermaid
@@ -127,7 +144,7 @@ Associate the `frontend` directory as the project root on Vercel for automatic C
| :-------- | :-------------------------------------- | :------------- |
| `/city` | Query real-time analysis for a city | `/city ankara` |
| `/deb` | View historical accuracy of DEB model | `/deb london` |
| `/points` | View your activity points & leaderboard | `/points` |
| `/top` | View activity leaderboard | `/top` |
| `/help` | Get detailed instructions | `/help` |
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@@ -136,11 +153,14 @@ Associate the `frontend` directory as the project root on Vercel for automatic C
> **Commercialization**: This project currently offers **Web Dashboard ($5/mo)** and **Telegram Signal Channel ($1/mo)** subscriptions.
> Point-earning via group participation is active and points can be redeemed for access.
> [!NOTE]
> **Frontend Model**: The production website still uses the legacy high-density dashboard shell under `frontend/public/legacy/index.html`, embedded through the Next.js app shell.
---
---
**📅 Last Updated**: 2026-03-08
**📅 Last Updated**: 2026-03-09
**🚀 Status**: v1.0 Stable - Professional Quant UI Locked
> [!TIP]