# Пов'язані статті щодо Weather

Центр новин HTX надає останні статті та поглиблений аналіз на тему "Weather", що охоплює ринкові тренди, оновлення проєктів, технологічні розробки та регуляторну політику в криптоіндустрії.

Polymarket Smart Money Panorama: 26 Long-Term Trackable Addresses (Categorized by Sector)

This article profiles 26 high-performing "smart money" addresses on Polymarket, categorized by their expertise in five distinct prediction market sectors. The selection criteria focused on proven Profit and Loss (PNL), a diversified winning structure (not reliant on a single bet), and high transaction volume to distinguish informed speculation from arbitrage. The addresses are broken down as follows: * **Politics & Geopolitics (5 addresses):** Experts in long-cycle macro events like Fed rates, US elections, and Middle Eastern geopolitics. They often bet against consensus (NO) in low-probability markets, achieving high ROI. * **Weather (6 addresses):** Specialists in temperature prediction markets for specific cities. Strategies range from high-frequency, small bets across thousands of markets to focused, high-conviction wagers. * **Tech (5 addresses):** Focused on Big Tech and AI product timelines (e.g., Google, OpenAI). They typically target high-probability outcomes or use a high-volume, low-cost approach on undervalued options. * **Culture (5 addresses):** Experts in movie box office results and Twitter-related markets. Strategies include betting on high-probability outcomes or taking contrarian, high-odds positions in low-probability markets. * **Sports (5 addresses):** Specialists in specific leagues like UFC, Soccer, and Tennis. They excel at identifying mispriced odds, often in medium-probability markets, and hold positions until settlement. A key warning is emphasized: a trader's success is often not transferable across sectors. An expert in sports may perform poorly in politics. The article advises followers to only mirror trades within a trader's proven area of expertise to avoid losses from their cross-sector ventures. All addresses are for reference only and not financial advice, as prediction markets carry significant risk of capital loss.

marsbit03/31 10:50

Polymarket Smart Money Panorama: 26 Long-Term Trackable Addresses (Categorized by Sector)

marsbit03/31 10:50

Using AI for Weather Prediction: Earn $200 a Day While Doing Nothing?

Using AI for Weather Prediction: Can You Really Earn $200 a Day? This article explores how to leverage AI and data analysis to profit from weather prediction markets like Polymarket, focusing on Shanghai’s temperature forecasts. The system relies on Shanghai Pudong Airport (ZSPD) weather station data, sourced via Wunderground, rather than general city forecasts. Key insights include: - Temperature data is reported in whole Fahrenheit values in METAR format, not Celsius, affecting precision. - Historical data shows daily high temperatures most frequently occur between 11:00-13:00, peaking at 12:00 in summer (27.6% of days). Three effective prediction methods were implemented: 1. **Integrated Forecasting**: Combines Weather Company (WC) and ECMWF model data, weighted by weather conditions (e.g., sunny days favor WC). 2. **Real-Time Correction**: Uses morning temperature rise data and historical patterns to extrapolate the daily high, adjusted for cloud cover and wind. A Kalman filter dynamically weights real-time data vs. forecasts. 3. **Temperature Trend Model**: Predicts whether the day will be warmer/cooler than the previous day using pre-dawn data (pressure changes, wind, cloud cover, recent trends). It performs best in winter (clear signals) but poorly in autumn (63.7% accuracy). Two failed methods—Fourier analysis (systematic underestimation) and ERA5 peak-time prediction (insufficient precision)—were discarded. Case studies demonstrate the system identifying mispriced market opportunities, such as recognizing nighttime warming from moist air during rainfall, when public sentiment lagged. Limitations include autumn inaccuracy, lack of real-time pressure data, and unresolved coastal wind effects. Ultimately, the goal isn’t perfect accuracy but leveraging informational edges when odds are favorable.

marsbit03/18 12:18

Using AI for Weather Prediction: Earn $200 a Day While Doing Nothing?

marsbit03/18 12:18

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