RainScaleGAN: a Conditional Generative Adversarial Network for Rainfall Downscaling
Fuente:
arXiv
Saved in:
| Main Authors: | Iotti, Marcello, Davini, Paolo, von Hardenberg, Jost, Zappa, Giuseppe |
|---|---|
| Format: | Preprint |
| Published: |
2025
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
Generative Adversarial Models for Extreme Geospatial Downscaling
by: Li, Guiye, et al.
Published: (2024)
by: Li, Guiye, et al.
Published: (2024)
IPSL-AID: Generative Diffusion Models for Climate Downscaling from Global to Regional Scales
by: Kingston, Kishanthan, et al.
Published: (2026)
by: Kingston, Kishanthan, et al.
Published: (2026)
China Regional 3km Downscaling Based on Residual Corrective Diffusion Model
by: Sun, Honglu, et al.
Published: (2025)
by: Sun, Honglu, et al.
Published: (2025)
MetaSD: A Unified Framework for Scalable Downscaling of Meteorological Variables in Diverse Situations
by: Hu, Jing, et al.
Published: (2024)
by: Hu, Jing, et al.
Published: (2024)
A Deep State Space Model for Rainfall-Runoff Simulations
by: Wang, Yihan, et al.
Published: (2025)
by: Wang, Yihan, et al.
Published: (2025)
AdaNAS: Adaptively Post-processing with Self-supervised Neural Architecture Search for Ensemble Rainfall Forecasts
by: Wen, Yingpeng, et al.
Published: (2023)
by: Wen, Yingpeng, et al.
Published: (2023)
Hurdle-IMDL: An Imbalanced Learning Framework for Infrared Rainfall Retrieval
by: Zhang, Fangjian, et al.
Published: (2025)
by: Zhang, Fangjian, et al.
Published: (2025)
Centennial-scale variability of the Atlantic Meridional Circulation in CMIP6 models shaped by Arctic-North Atlantic interactions and sea ice biases
by: Mehling, Oliver, et al.
Published: (2024)
by: Mehling, Oliver, et al.
Published: (2024)
Flow Matching for Convective-Scale Precipitation Downscaling
by: Wetherell, Tom
Published: (2026)
by: Wetherell, Tom
Published: (2026)
MODS: Multi-source Observations Conditional Diffusion Model for Meteorological State Downscaling
by: Tu, Siwei, et al.
Published: (2025)
by: Tu, Siwei, et al.
Published: (2025)
Generative Diffusion-based Downscaling for Climate
by: Watt, Robbie A., et al.
Published: (2024)
by: Watt, Robbie A., et al.
Published: (2024)
Self Supervised Vision for Climate Downscaling
by: Singh, Karandeep, et al.
Published: (2024)
by: Singh, Karandeep, et al.
Published: (2024)
RealBench: Benchmarking Data-Driven Numerical Weather Forecasting Under Operational Conditions and Extreme Event Challenges
by: Li, Ruize, et al.
Published: (2026)
by: Li, Ruize, et al.
Published: (2026)
Scaling transformer neural networks for skillful and reliable medium-range weather forecasting
by: Nguyen, Tung, et al.
Published: (2023)
by: Nguyen, Tung, et al.
Published: (2023)
A Likelihood-Based Generative Approach for Spatially Consistent Precipitation Downscaling
by: González-Abad, Jose
Published: (2024)
by: González-Abad, Jose
Published: (2024)
A Generative Framework for Probabilistic, Spatiotemporally Coherent Downscaling of Climate Simulation
by: Schmidt, Jonathan, et al.
Published: (2024)
by: Schmidt, Jonathan, et al.
Published: (2024)
Simulating Nighttime Visible Satellite Imagery of Tropical Cyclones Using Conditional Generative Adversarial Networks
by: Yao, Jinghuai, et al.
Published: (2024)
by: Yao, Jinghuai, et al.
Published: (2024)
Multi-model evidence of future tropical Atlantic precipitation change modulated by AMOC decline
by: Cerato, Giada, et al.
Published: (2024)
by: Cerato, Giada, et al.
Published: (2024)
Latent Diffusion Model for Generating Ensembles of Climate Simulations
by: Meuer, Johannes, et al.
Published: (2024)
by: Meuer, Johannes, et al.
Published: (2024)
Hard-Constrained Deep Learning for Climate Downscaling
by: Harder, Paula, et al.
Published: (2022)
by: Harder, Paula, et al.
Published: (2022)
Longwang: Zero-Shot Global Spatiotemporal Precipitation Downscaling with a Latent Generative Prior
by: Wang, Yue, et al.
Published: (2026)
by: Wang, Yue, et al.
Published: (2026)
HurriCast: Synthetic Tropical Cyclone Track Generation for Hurricane Forecasting
by: Gao, Shouwei, et al.
Published: (2023)
by: Gao, Shouwei, et al.
Published: (2023)
CloudNine: Analyzing Meteorological Observation Impact on Weather Prediction Using Explainable Graph Neural Networks
by: Jeon, Hyeon-Ju, et al.
Published: (2024)
by: Jeon, Hyeon-Ju, et al.
Published: (2024)
PuYun: Medium-Range Global Weather Forecasting Using Large Kernel Attention Convolutional Networks
by: Zhu, Shengchen, et al.
Published: (2024)
by: Zhu, Shengchen, et al.
Published: (2024)
Generative Diffusion Model-based Downscaling of Observed Sea Surface Height over Kuroshio Extension since 2000
by: Han, Qiuchang, et al.
Published: (2024)
by: Han, Qiuchang, et al.
Published: (2024)
Conformal Prediction for Generative Models via Adaptive Cluster-Based Density Estimation
by: Yang, Qidong, et al.
Published: (2026)
by: Yang, Qidong, et al.
Published: (2026)
Downscaling weather forecasts from Low- to High-Resolution with Diffusion Models
by: Brazidec, Joffrey Dumont Le, et al.
Published: (2026)
by: Brazidec, Joffrey Dumont Le, et al.
Published: (2026)
IceDiff: High Resolution and High-Quality Sea Ice Forecasting with Generative Diffusion Prior
by: Xu, Jingyi, et al.
Published: (2024)
by: Xu, Jingyi, et al.
Published: (2024)
Rapid Statistical-Physical Adversarial Downscaling Reveals Bangladesh's Rising Rainfall Risk in a Warming Climate
by: Saha, Anamitra, et al.
Published: (2024)
by: Saha, Anamitra, et al.
Published: (2024)
Generative ensemble deep learning severe weather prediction from a deterministic convection-allowing model
by: Sha, Yingkai, et al.
Published: (2023)
by: Sha, Yingkai, et al.
Published: (2023)
Physics-Constrained Adaptive Flow Matching for Climate Downscaling
by: Debeire, Kevin, et al.
Published: (2026)
by: Debeire, Kevin, et al.
Published: (2026)
Conditional diffusion models for downscaling and bias correction of Earth system model precipitation
by: Aich, Michael, et al.
Published: (2024)
by: Aich, Michael, et al.
Published: (2024)
Residual Corrective Diffusion Modeling for Km-scale Atmospheric Downscaling
by: Mardani, Morteza, et al.
Published: (2023)
by: Mardani, Morteza, et al.
Published: (2023)
TemperatureGAN: Generative Modeling of Regional Atmospheric Temperatures
by: Balogun, Emmanuel, et al.
Published: (2023)
by: Balogun, Emmanuel, et al.
Published: (2023)
SwAIther-Precip: Lead-Time-Aware Bias Correction Enables Kilometer-Scale Downscaling of Global AI Precipitation Forecasts over Switzerland
by: Assouline, Dan, et al.
Published: (2026)
by: Assouline, Dan, et al.
Published: (2026)
CASCADE: Cross-scale Advective Super-resolution with Climate Assimilation and Downscaling Evolution
by: Kovalenko, Alexander
Published: (2026)
by: Kovalenko, Alexander
Published: (2026)
Conditional Flow Matching for Probabilistic Downscaling of Maximum 3-day Snowfall in Alaska
by: Brinkerhoff, Douglas, et al.
Published: (2026)
by: Brinkerhoff, Douglas, et al.
Published: (2026)
Generative Unsupervised Downscaling of Climate Models via Domain Alignment: Application to Wind Fields
by: Keisler, Julie, et al.
Published: (2026)
by: Keisler, Julie, et al.
Published: (2026)
Deep Learning Atmospheric Models Reliably Simulate Out-of-Sample Land Heat and Cold Wave Frequencies
by: Meng, Zilu, et al.
Published: (2025)
by: Meng, Zilu, et al.
Published: (2025)
XiChen: A global weather observation-to-forecast machine learning system via four-dimensional variational gradient-guided flexible assimilation
by: Wang, Wuxin, et al.
Published: (2025)
by: Wang, Wuxin, et al.
Published: (2025)
Similar Items
-
Generative Adversarial Models for Extreme Geospatial Downscaling
by: Li, Guiye, et al.
Published: (2024) -
IPSL-AID: Generative Diffusion Models for Climate Downscaling from Global to Regional Scales
by: Kingston, Kishanthan, et al.
Published: (2026) -
China Regional 3km Downscaling Based on Residual Corrective Diffusion Model
by: Sun, Honglu, et al.
Published: (2025) -
MetaSD: A Unified Framework for Scalable Downscaling of Meteorological Variables in Diverse Situations
by: Hu, Jing, et al.
Published: (2024) -
A Deep State Space Model for Rainfall-Runoff Simulations
by: Wang, Yihan, et al.
Published: (2025)