Cover Image

A plug-and-play generative framework for multi-satellite precipitation estimation

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Yang, Yunfan, Sun, Haofei, Sun, Xiuyu, Han, Wei, Xu, Xiaoze, Song, Xingtao, Li, Jun, Gao, Zhiqiu, Huang, Wei, Li, Hao
Format:	Preprint
Published:	2026
Subjects:	Atmospheric and Oceanic Physics Artificial Intelligence
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

StormDiT: A generative AI model bridges the 2-6 hour 'gray zone' in precipitation nowcasting
by: Sun, Haofei, et al.
Published: (2026)

Fuxi-DA: A Generalized Deep Learning Data Assimilation Framework for Assimilating Satellite Observations
by: Xu, Xiaoze, et al.
Published: (2024)

Nowcast3D: Reliable precipitation nowcasting via gray-box learning
by: Chen, Huaguan, et al.
Published: (2025)

FuXiWeather2: Learning accurate atmospheric state estimation for operational global weather forecasting
by: Xu, Xiaoze, et al.
Published: (2026)

Fusion of multi-source precipitation records via coordinate-based generative model
by: Sun, Sencan, et al.
Published: (2025)

Intelligent Shanghai Typhoon Model (ISTM): A generative probabilistic emulator for typhoon hybrid modeling
by: Niu, Zeyi, et al.
Published: (2025)

FuXi Weather: A data-to-forecast machine learning system for global weather
by: Sun, Xiuyu, et al.
Published: (2024)

A Data-Driven Regional Model for Skillful Medium-Range Typhoon Prediction
by: Niu, Zeyi, et al.
Published: (2026)

FuXi-TC: A generative framework integrating deep learning and physics-based models for improved tropical cyclone forecasts
by: Guo, Shan, et al.
Published: (2025)

Enhanced continuous aerosol optical depth (AOD) estimation using geostationary satellite data: focusing on nighttime AOD over East Asia
by: Song, Sanghyeon, et al.
Published: (2024)

An intercomparison of generative machine learning methods for downscaling precipitation at fine spatial scales
by: Ward-Leikis, Bryn, et al.
Published: (2025)

Normal mode parameters estimation by a VLA in single-shooting
by: Li, Xiaolei, et al.
Published: (2025)

High-resolution ensemble retrieval of cloud properties for all-day based on geostationary satellite
by: Xiao, Haixia, et al.
Published: (2024)

Evaluating satellite and reanalysis rainfall estimates for climate services in agriculture: a comprehensive methodology
by: Parsons, Danny, et al.
Published: (2025)

Integrated nowcasting of convective precipitation with Transformer-based models using multi-source data
by: Küçük, Çağlar, et al.
Published: (2024)

Uncertainty estimation of machine learning spatial precipitation predictions from satellite data
by: Papacharalampous, Georgia, et al.
Published: (2023)

Neural general circulation models optimized to predict satellite-based precipitation observations
by: Yuval, Janni, et al.
Published: (2024)

A New Explanation of the Mechanism of Hadley Circulation
by: Huang, Wei
Published: (2023)

Depth estimation of a monoharmonic source using a vertical linear array at fixed distance
by: Xu, Yangjin, et al.
Published: (2026)

Machine Learning (ML)-Physics Fusion Model Outperforms Both Physics-Only and ML-Only Models in Typhoon Predictions
by: Niu, Zeyi, et al.
Published: (2025)

Functional data decomposition reveals unexpectedly strong soil moisture-precipitation coupling over the Great Plains
by: Gao, Yifu, et al.
Published: (2025)

Spatial verification of global precipitation forecasts
by: Skok, Gregor, et al.
Published: (2024)

HybridOM: Hybrid Physics-Based and Data-Driven Global Ocean Modeling with Efficient Spatial Downscaling
by: Shu, Ruiqi, et al.
Published: (2026)

A Synergistic Approach: Dynamics-AI Ensemble in Tropical Cyclone Forecasting
by: Li, Yonghui, et al.
Published: (2026)

Improving ensemble extreme precipitation forecasts using generative artificial intelligence
by: Sha, Yingkai, et al.
Published: (2024)

Automatic detection of overshooting tops and their properties from visible satellite channels
by: Doležalová, Anežka, et al.
Published: (2025)

Estimation of temperature and precipitation uncertainties using quantile neural networks
by: Brettin, Andrew, et al.
Published: (2026)

From trees to rain: Enhancement of cloud glaciation and precipitation by pollen
by: Kretzschmar, Jan, et al.
Published: (2023)

Dependence of convective precipitation extremes on near-surface relative humidity
by: van der Drift, Robert J., et al.
Published: (2024)

YingLong-weather: AI-Based Limited Area Models for Forecasting of Non-precipitation Surface Meteorological Variables
by: Xu, Pengbo, et al.
Published: (2024)

Huayu: Advanced Real-Time Precipitation Estimation from Geostationary Satellite
by: Song, Zijiang, et al.
Published: (2025)

On the Extrapolation of Generative Adversarial Networks for downscaling precipitation extremes in warmer climates
by: Rampal, Neelesh, et al.
Published: (2024)

Stop using root-mean-square error as a precipitation target!
by: Hunt, Kieran M. R.
Published: (2025)

Influx of Bay of Bengal waters and stirring trends in the Arabian Sea based on satellite altimetry
by: Paul, Nihar, et al.
Published: (2025)

Quantifying urban and landfill methane emissions in the United States using TROPOMI satellite data
by: Wang, Xiaolin, et al.
Published: (2025)

Changes in mesoscale convective system precipitation structures in response to a warming climate
by: Cui, Wenjun, et al.
Published: (2024)

Multi-scale assessment of high-resolution reanalysis precipitation fields over Italy
by: Cavalleri, Francesco, et al.
Published: (2024)

Hybrid physics-AI outperforms numerical weather prediction for extreme precipitation nowcasting
by: Das, Puja, et al.
Published: (2024)

Probabilistic reconstruction of global sea surface temperature using generative diffusion models
by: Li, Haijie, et al.
Published: (2026)

Impact of an Ensemble of Ocean Data Assimilations in ECMWF's next generation ocean reanalysis system
by: Chrust, Marcin, et al.
Published: (2024)