Spread/Error relationship and spatial error structure of precipitation ensemble nowcasting: Comparison of STEPS and generative AI
Fuente:
arXiv
Saved in:
| Main Authors: | Bonte, Martin, De Cruz, Lesley, Debal, Fabian, Vannitsem, Stéphane |
|---|---|
| Format: | Preprint |
| Published: |
2026
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
Alternative climatic steady states near the Permian-Triassic Boundary
by: Ragon, Charline, et al.
Published: (2024)
by: Ragon, Charline, et al.
Published: (2024)
Tipping detection using climate networks
by: Moinat, Laure, et al.
Published: (2024)
by: Moinat, Laure, et al.
Published: (2024)
Causal dependencies and Shannon entropy budget -- Analysis of a reduced order atmospheric model
by: Vannitsem, Stéphane, et al.
Published: (2024)
by: Vannitsem, Stéphane, et al.
Published: (2024)
Transition path theory insights into hurricane rapid intensification
by: Beron-Vera, F. J., et al.
Published: (2026)
by: Beron-Vera, F. J., et al.
Published: (2026)
Fourier analysis of the physics of transfer learning for data-driven subgrid-scale models of ocean turbulence
by: Darman, Moein, et al.
Published: (2025)
by: Darman, Moein, et al.
Published: (2025)
Interacting internal waves explain global patterns of interior ocean mixing
by: Dematteis, Giovanni, et al.
Published: (2023)
by: Dematteis, Giovanni, et al.
Published: (2023)
Collapse of statistical equilibrium in large-scale hydroelastic turbulent waves
by: Vernet, Marlone, et al.
Published: (2026)
by: Vernet, Marlone, et al.
Published: (2026)
Machine learning for climate physics and simulations
by: Lai, Ching-Yao, et al.
Published: (2024)
by: Lai, Ching-Yao, et al.
Published: (2024)
Simultaneous emulation and downscaling with physically-consistent deep learning-based regional ocean emulators
by: Lupin-Jimenez, Leonard, et al.
Published: (2025)
by: Lupin-Jimenez, Leonard, et al.
Published: (2025)
DIRESA, a distance-preserving nonlinear dimension reduction technique based on regularized autoencoders
by: De Paepe, Geert, et al.
Published: (2024)
by: De Paepe, Geert, et al.
Published: (2024)
The influence of orography and the direction of prevailing winds on precipitation distributions
by: Kochin, Alexander V.
Published: (2024)
by: Kochin, Alexander V.
Published: (2024)
Impact of dynamical regionalization on precipitation biases and teleconnections over West Africa
by: Gómara, Iñigo, et al.
Published: (2024)
by: Gómara, Iñigo, et al.
Published: (2024)
Blended parameterization in an atmospheric model: Improving severestorm ensemble prediction by considering uncertainties in model physics
by: Mai, Khanh Hung, et al.
Published: (2025)
by: Mai, Khanh Hung, et al.
Published: (2025)
European summer weather regimes 1990-2019: Automatic classification and representation in a small global climate model ensemble
by: Wehrmann, Sibille, et al.
Published: (2024)
by: Wehrmann, Sibille, et al.
Published: (2024)
Characterization of precipitation-induced radon progeny deposition events using a city-scale sensor network
by: Das, Snehadri, et al.
Published: (2025)
by: Das, Snehadri, et al.
Published: (2025)
On the sensitivity of different ensemble filters to the type of assimilated observation networks
by: Xiong, Zixiang, et al.
Published: (2025)
by: Xiong, Zixiang, et al.
Published: (2025)
Predictability of Global AI Weather Models
by: Kieu, Chanh
Published: (2024)
by: Kieu, Chanh
Published: (2024)
The role of energetic flow structures on the aeolian transport of sediment and plastic debris
by: Valyrakis, Manousos, et al.
Published: (2024)
by: Valyrakis, Manousos, et al.
Published: (2024)
Rare event sampling for moving targets: extremes of temperature and daily precipitation in a general circulation model
by: Finkel, Justin, et al.
Published: (2025)
by: Finkel, Justin, et al.
Published: (2025)
Downscaling with AI reveals the large role of internal variability in fine-scale projections of climate extremes
by: Rampal, Neelesh, et al.
Published: (2025)
by: Rampal, Neelesh, et al.
Published: (2025)
Assessing the climate benefits of afforestation: processes, methods, and frameworks
by: Dsouza, Kevin Bradley, et al.
Published: (2024)
by: Dsouza, Kevin Bradley, et al.
Published: (2024)
Enhancing Near Real Time AI-NWP Hurricane Forecasts: Improving Explainability and Performance Through Physics-Based Models and Land Surface Feedback
by: Sudharsan, Naveen, et al.
Published: (2025)
by: Sudharsan, Naveen, et al.
Published: (2025)
Accurate deep learning-based filtering for chaotic dynamics by identifying instabilities without an ensemble
by: Bocquet, Marc, et al.
Published: (2024)
by: Bocquet, Marc, et al.
Published: (2024)
Quantifying the safe operating space for the Amazon rainforest under climate change and deforestation
by: Krönke, Jonathan, et al.
Published: (2026)
by: Krönke, Jonathan, et al.
Published: (2026)
Gray Swan Factory: Making Extreme Events from Ordinary Cyclones
by: Hakim, Gregory J., et al.
Published: (2026)
by: Hakim, Gregory J., et al.
Published: (2026)
Gibbs states and Brownian models for coexisting haze and cloud droplets
by: Gutiérrez, Manuel Santos, et al.
Published: (2024)
by: Gutiérrez, Manuel Santos, et al.
Published: (2024)
Constructing efficient score functions for rare event simulation in high-dimensional ocean-climate models
by: Esclapez, Lucas, et al.
Published: (2026)
by: Esclapez, Lucas, et al.
Published: (2026)
Melancholia States of the Atlantic Meridional Overturning Circulation
by: Lohmann, Johannes, et al.
Published: (2024)
by: Lohmann, Johannes, et al.
Published: (2024)
Forecasting seasonal rainfall in SE Australia using Empirical Orthogonal Functions and Neural Networks
by: Marcelja, Stjepan
Published: (2024)
by: Marcelja, Stjepan
Published: (2024)
Dynamical regimes of CCN activation in adiabatic air parcels
by: Gutiérrez, Manuel Santos, et al.
Published: (2024)
by: Gutiérrez, Manuel Santos, et al.
Published: (2024)
Long-term prediction of ENSO with physics-guided Deep Echo State Networks
by: Zhang, Zejing, et al.
Published: (2026)
by: Zhang, Zejing, et al.
Published: (2026)
Contrasting different noise models for representing westerly wind bursts in a recharge oscillator model of ENSO
by: Gottwald, Georg A., et al.
Published: (2025)
by: Gottwald, Georg A., et al.
Published: (2025)
Winter forecasting of September/October rainfall
by: Marcelja, Stjepan
Published: (2026)
by: Marcelja, Stjepan
Published: (2026)
Long-window tandem variational data assimilation methods for chaotic climate models tested with the Lorenz 63 system
by: Kennedy, Philip David, et al.
Published: (2024)
by: Kennedy, Philip David, et al.
Published: (2024)
Topological Structure of the Cyclonic-Anticyclonic Interactions
by: Yadav, Himanshu, et al.
Published: (2025)
by: Yadav, Himanshu, et al.
Published: (2025)
Multistability and Intermediate Tipping of the Atlantic Ocean Circulation
by: Lohmann, Johannes, et al.
Published: (2023)
by: Lohmann, Johannes, et al.
Published: (2023)
A two-way coupled high resolution wave hindcast for the South China Sea
by: Bagnasco, Tiziano, et al.
Published: (2024)
by: Bagnasco, Tiziano, et al.
Published: (2024)
A Dataset of Weather Station-Scale Photosynthetic Phenology in Mid- to High-Latitude Regions of the Northern Hemisphere
by: Shi, Haiyang
Published: (2025)
by: Shi, Haiyang
Published: (2025)
Representing Subgrid-Scale Cloud Effects in a Radiation Parameterization using Machine Learning: MLe-radiation v1.0
by: Hafner, Katharina, et al.
Published: (2025)
by: Hafner, Katharina, et al.
Published: (2025)
Testing the physical reality of tidal bulges in the world's oceans
by: Yang, Yongfeng, et al.
Published: (2026)
by: Yang, Yongfeng, et al.
Published: (2026)
Similar Items
-
Alternative climatic steady states near the Permian-Triassic Boundary
by: Ragon, Charline, et al.
Published: (2024) -
Tipping detection using climate networks
by: Moinat, Laure, et al.
Published: (2024) -
Causal dependencies and Shannon entropy budget -- Analysis of a reduced order atmospheric model
by: Vannitsem, Stéphane, et al.
Published: (2024) -
Transition path theory insights into hurricane rapid intensification
by: Beron-Vera, F. J., et al.
Published: (2026) -
Fourier analysis of the physics of transfer learning for data-driven subgrid-scale models of ocean turbulence
by: Darman, Moein, et al.
Published: (2025)