欧洲央行启动了一个试点,利用卫星NO2数据促进石油需求预测和经济现时预测,用实时、隐私安全的洞察力改进决策。 The ECB launched a pilot using satellite NO₂ data to boost oil demand forecasts and economic nowcasting, improving policy decisions with real-time, privacy-safe insights.

欧洲中央银行启动了一个试点项目,让研究人员获得保密数据,以改进经济分析,特别是利用卫星产生的二氧化碳(NO2)水平预测石油需求。 The European Central Bank has launched a pilot project giving researchers access to confidential data to improve economic analysis, particularly in forecasting oil demand using satellite-derived nitrogen dioxide (NO₂) levels. 每日NO2测量——与矿物燃料燃烧相关——加强了发达经济体和新兴经济体的准确性,特别是在危机期间,神经网络等非线性模型的准确性显示得最大。 Daily NO₂ measurements—linked to fossil fuel combustion—enhance nowcasting accuracy across advanced and emerging economies, especially during crises, with non-linear models like neural networks showing the greatest gains. 这些数据为实时经济活动提供了及时、全球和免费的代理,支持了更知情的决策,同时维护了数据的隐私和透明度。 The data offer a timely, global, and free proxy for real-time economic activity, supporting better-informed policy decisions while maintaining data privacy and transparency.