ClimateDiffuse Generative Diffusion-based Downscaling for Climate Downscaling - 2024.04 [paper] [code] CloudDiff Super-resolution ensemble retrieval of cloud properties for all day using the generative diffusion model Super-resolution - 2024.05 [paper] Spherical DYffusion Probabilistic Emulation of a Global...
25 °C Passing clouds. Feels Like: 26 °C Forecast: 34 / 14 °C Wind: No wind Location:Diffa Current Time:2025年1月24日 (五)23時29分25秒 Latest Report:2025年1月24日 (五)19時00分 Visibility:10 km Pressure:1013 mbar Humidity:45% ...
Predictability of Weather and Climate (Cambridge Univ. Press, 2006). Kalnay, E. Atmospheric Modeling, Data Assimilation and Predictability (Cambridge Univ. Press, 2003). Palmer, T. The ECMWF ensemble prediction system: looking back (more than) 25 years and projecting forward 25 years. Q. ...
ClimaXA foundation model for weather and climate, (ICML, 2023)[project] precipitation-prediction NowcastNetSkilful nowcasting of extreme precipitation with NowcastNet. (nature, 07/2023) PostRainBench- A comprehensive benchmark and a new model for precipitation forecasting. (arxiv, 10/2023) ...
18 °C Partly sunny. Feels Like: 18 °C Forecast: 36 / 15 °C Wind: 7 km/h↑from Northeast Location:Diffa Current Time:2025年1月22日 (三)12時58分00秒 Latest Report:2025年1月22日 (三)7時00分 Visibility:8 km Pressure:1014 mbar ...
Beyond image and video generation, diffusion models21,22,23have also been applied in the geophysical domain, to tasks including data assimilation50, NWP ensemble emulation51and climate downscaling52. In this work, we modelP(Xt|Xt−1,Xt−2) with a diffusion model, which enables us to sampl...
Now, StormCast adds hourly autoregressive prediction capabilities to CorrDiff, meaning it can predict future outcomes based on past ones. A Global Impact From a Regional Focus Global climate research begins at a regional level. Physical hazards of weather and climate change can vary dramatically on...
Emily Injete Amondo1* , Oliver K. Kirui2 and Alisher Mirzabaev1 Abstract Background: Vulnerabilities of men and women to adverse health effects due to weather variability and climate change are not equal. Uganda was among the countries in the world most ...
sometimes as high as 40°C in July and August. shangri-la.com 夏季炎热,七月和八月的气温有时 可以 高达40°C。 shangri-la.com National Park Backpackers have their own bus to go to the Tongariro Alpine Crossing, summer and winter, departing daily, weather depending. yha.co.nz 国家公园...
While machine learning and generative AI models have the potential to improve global weather forecasts, there's still considerable work to be done. NeuralGCM, Google noted, isn't a full-blown climate model, at least not yet. Meanwhile, Nvidia's CorrDiff was designed specifically to track the...