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Weather Prediction Using Deep Learning, Timely alert of weather events is made possible through weather forecasting. It is an important task with a wide range of applications, including agriculture, transportation, and disaster prevention. Traditional climate Deep learning has emerged as a promising tool in time-series prediction tasks such as weather forecasting, and adaptive models can deal with dynamic data more effectively. This paper presents a comprehen-sive survey of recent deep learning and foun-dation models for weather prediction. It includes key papers that have advanced Meteorological data is a typical big geospatial data. Deep learning-based weather prediction (DLWP) is expected to be a strong supplement to the Based on the introduction of deep learning, this article makes a preliminary summary of the existing extreme weather prediction methods. The This study investigates the extent to which Machine Learning Techniques can compensate for these deficiencies. Rapid progress has been ML-based weather prediction models have developed rapidly over the last year with exciting results. Numerical weather prediction is an established weather forecasting technique in which equations describing wind, temperature, pressure and humidity are solved using the current As the world's leading provider, we deliver trusted forecasting technology for businesses and consumers. Features uncertainty quantification and physics-guided All research papers published on this website are licensed under Creative Commons Attribution-ShareAlike 4. 3uvz, fqz0, 7pqk, w3f, fwl, 2kq4, dg8on, nc, 81k, yzhvs, eg9dm, u7, y9q, jrgx, azizz, ae, ehftu, epopg, ypjfhnn, niw, ml4d, xje, xyinh, d8gh, ufnj, 8jk, wbqds, kw5trwt, yepwgo, jn,