Revolutionizing weather forecasting with AI! New models, Pangu-Weather and NowcastNet, provide quick and precise predictions 🌦️ Seems like #AI and weather is a new powerful alliance in a changing climate. #LabelYourData

#Nature Skilful nowcasting of extreme precipitation with NowcastNet https://t.co/tFJkMeXR83 Accurate medium-range global weather forecasting with 3D neural networks https://t.co/5H4UNLF01j The outlook for artificial intelligence for weather prediction. https://t.co/JOJMhLNfyU

Generative AI models helped significantly improve weather forecasting! 2 models were published in @Nature: 1. Pangu-Weather 2. NowcastNet More info in 🧵

➣解説記事（PDF） https://t.co/4uVVhYwP0M を読み込むにあたって、全体の構図として、既存の天気予報は「数値気象予報（NWP）」と呼ばれていること、今回提案されているのは 「NowcastNet」 と 「Pangu-Weather」 というモデル/プログラムであることを押さえておく。

To address the struggles of #precipitation nowcasting, Prof. Wang Jianmin & assoc. Prof. Long Mingsheng’s team proposed NowcastNet. This nonlinear nowcasting model provides precipitation nowcasts with high resolution, a long lead time & local details. https://t.co/zM3jjv7pMi

🌧️Ever been caught in a downpour like Super Mario's water level 🍄? 💡 In the latest #casestudy, we introduce two deep learning models, NowcastNet and PreDiff, for #nowcasting precipitation. Check it out now → https://t.co/6Ai7c4eTVw #AI #GenerativeModel #MindSpore #opensource

Az időjárás-előrejelzés lehet a következő terület, amit felforgat a mesterséges intelligencia #AI #PanguWeather #NowcastNet https://t.co/hToqN4NH7N

Fresh off the presses in a Nature article AI2ES Scientists Drs. Ebert-Uphoff and Hilburn share their views on the outlook for AI in weather predictions given the new groundbreaking models such as FourCastNet, Pangu-Weather, and NowcastNet: https://t.co/EgtXojDC7y #AI2ES #CBIAI2ES

We present NowcastNet, a nonlinear nowcasting model for extreme precipitation https://t.co/cHruy7Bb9n that unifies physical-evolution schemes and conditional-learning methods into a neural-network framework with end-to-end forecast error optimization.

AI in Climate Forecasting #accuracy #AI #AIweathermodels #artificialintelligence #Climate #climatechange #climateforecasting #Historicaldata #Limitations #llm #machinelearning #NowcastNet #PanguWeather #preparedness #publicsafety https://t.co/QnO70EEbzJ

Two new AI-based weather-forecasting systems have been developed: Pangu-Weather predicts weather a week ahead, focusing on temperature, wind speed, and air pressure, while NowcastNet predicts precipitation levels for the next six hours. https://t.co/Qevuk4rHFE

@MrNugx @livedoornews 現在、記録的短時間大雨情報は主にレーダー観測に基づき、雨が降り始めてから発表されることが多いです。将来的には、AIや数値予報の進化（例: NowcastNetモデル）で、1-6時間先の予測精度が向上。気象庁の目標では、2030年頃に集中豪雨を半日程度前から地域を絞って予測可能になる見込みです。参考:

🔗 https://t.co/ZKRguqe4Gl 两个基于人工智能的天气预报系统挑战现状 两个 AI 工程师团队开发了两个新的基于人工智能的天气预报系统，发现其准确度与现有系统相当。 第一个系统「盘古天气」可以提前一周预测天气，而第二个系统「NowcastNet」可以预测未来六小时的降水量。

Los científicos tratan d asociar el tiempo con la naciente Inteligencia Artificial. Predecir el tiempo, en medio d tanta información sobre el tema climático, es labor de meteorólogos pero la IA entró al ruedo para desplazar a los científicos. Existe NowcastNet q ya pronostica.

This article has been reviewed according to science x's editorial process and policies. Editors have highlighted the following attributes while ensuring the content's credibility. Nowcastnet provides the only results that have forecast skil

Exciting news! 🌦️✨ Discover how new AI systems are revolutionizing weather forecasts. 💻🔮 Find out how a physics-based generative AI model called NowcastNet is predicting extreme rain with longer lead times. Get the full scoop here:

A paper in @Nature presents NowcastNet, a model that combines physical rules and deep learning for nowcasting of precipitation. Nowcasting is weather forecasting on a very short term up to six hours ahead. https://t.co/zgFlbcaXRF

NowcastNet، نموذج جديد لتوقع الأمطار الشديدة، يجمع بين الطرق الفيزيائية والتعلم في شبكة عصبية. يتفوق على الطرق الحالية، ويوفر توقعات دقيقة لمدة تصل إلى 3 ساعات. #توقعات_الطقس #تغير_المناخ https://t.co/uztACF8AAs

NowcastNet, a new model for predicting extreme rainfall, combines physical and learning methods in a neural network. It outperforms current methods, providing accurate forecasts for up to 3 hours. #WeatherForecasting #ClimateChange https://t.co/C6Gz5Nv8l1

Skilful nowcasting of extreme precipitation w NowcastNet Open Access 05JUL2023 https://t.co/cHruy7Bb9n Extreme precipitation...meteorological disasters w great need to mitigate socioeconomic effects w skilful high resolution nowcasting w long lead times & local details