A minimal model of the deep-convection lifecycle and its verification in remote-sensing observations
Fuente:
arXiv
Saved in:
| Main Authors: | Bölle, Tobias, Metzl, Christoph, Yousefnia, Kianusch Vahid |
|---|---|
| Format: | Preprint |
| Published: |
2024
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
Inferring Thunderstorm Occurrence from Vertical Profiles of Convection-Permitting Simulations: Physical Insights from a Physical Deep Learning Model
by: Yousefnia, Kianusch Vahid, et al.
Published: (2024)
by: Yousefnia, Kianusch Vahid, et al.
Published: (2024)
Increasing NWP Thunderstorm Predictability Using Ensemble Data and Machine Learning
by: Yousefnia, Kianusch Vahid, et al.
Published: (2025)
by: Yousefnia, Kianusch Vahid, et al.
Published: (2025)
A machine-learning approach to thunderstorm forecasting through post-processing of simulation data
by: Yousefnia, Kianusch Vahid, et al.
Published: (2023)
by: Yousefnia, Kianusch Vahid, et al.
Published: (2023)
Physical Scales Matter: The Role of Receptive Fields and Advection in Satellite-Based Thunderstorm Nowcasting with Convolutional Neural Networks
by: Metzl, Christoph, et al.
Published: (2025)
by: Metzl, Christoph, et al.
Published: (2025)
The synchronization of convective lifecycles in an idealized microscopic model
by: Fu, Hao, et al.
Published: (2024)
by: Fu, Hao, et al.
Published: (2024)
Internal-wave convection and shear near the top of a deep equatorial seamount
by: van Haren, Hans
Published: (2024)
by: van Haren, Hans
Published: (2024)
Corrected values of turbulence generated by general geothermal convection in deep Mediterranean waters
by: van Haren, Hans
Published: (2025)
by: van Haren, Hans
Published: (2025)
Smoothing and spatial verification of global fields
by: Skok, Gregor, et al.
Published: (2024)
by: Skok, Gregor, et al.
Published: (2024)
Spatial verification of global precipitation forecasts
by: Skok, Gregor, et al.
Published: (2024)
by: Skok, Gregor, et al.
Published: (2024)
Using remotely sensed data for air pollution assessment
by: Bernardino, Teresa, et al.
Published: (2024)
by: Bernardino, Teresa, et al.
Published: (2024)
Stratified-turbulence observations in the deep Mediterranean
by: van Haren, Hans
Published: (2026)
by: van Haren, Hans
Published: (2026)
Integrated nowcasting of convective precipitation with Transformer-based models using multi-source data
by: Küçük, Çağlar, et al.
Published: (2024)
by: Küçük, Çağlar, et al.
Published: (2024)
The representation of Convectively Coupled Equatorial Waves and upscale energy transfer in models with explicit and parametrized convection
by: McKinnon-Gray, E., et al.
Published: (2025)
by: McKinnon-Gray, E., et al.
Published: (2025)
Operational convection-permitting COSMO/ICON ensemble predictions at observation sites (CIENS)
by: Lerch, Sebastian, et al.
Published: (2025)
by: Lerch, Sebastian, et al.
Published: (2025)
Dependence of convective precipitation extremes on near-surface relative humidity
by: van der Drift, Robert J., et al.
Published: (2024)
by: van der Drift, Robert J., et al.
Published: (2024)
Atmospheric stability sets maximum moist heat and convection in the midlatitudes
by: Li, Funing, et al.
Published: (2025)
by: Li, Funing, et al.
Published: (2025)
Causally-informed deep learning to improve climate models and projections
by: Iglesias-Suarez, Fernando, et al.
Published: (2023)
by: Iglesias-Suarez, Fernando, et al.
Published: (2023)
FuXi-Nowcast: Environment-conditioned deep learning for severe convection nowcasting
by: Chen, Lei, et al.
Published: (2025)
by: Chen, Lei, et al.
Published: (2025)
A multi-frequency spaceborne radar perspective of deep convection
by: Chase, Randy J., et al.
Published: (2024)
by: Chase, Randy J., et al.
Published: (2024)
"What is a realistic forecast?" Assessing data-driven weather forecasts, a journey from verification to falsification
by: Bouallègue, Zied Ben
Published: (2026)
by: Bouallègue, Zied Ben
Published: (2026)
Changes in mesoscale convective system precipitation structures in response to a warming climate
by: Cui, Wenjun, et al.
Published: (2024)
by: Cui, Wenjun, et al.
Published: (2024)
When tiny convective spread affects a midlatitude jet: spread sequence
by: Groot, Edward, et al.
Published: (2025)
by: Groot, Edward, et al.
Published: (2025)
A deep-learning model for predicting daily PM2.5 concentration in response to emission reduction
by: Liu, Shigan, et al.
Published: (2025)
by: Liu, Shigan, et al.
Published: (2025)
Convective and non-convective nature of Balearic meteotsunamis:a 50-year historical review
by: Jansà, Agustí, et al.
Published: (2025)
by: Jansà, Agustí, et al.
Published: (2025)
Improvement of a neural network convection scheme by including triggering and evaluation in present and future climates
by: Germain, Hugo, et al.
Published: (2025)
by: Germain, Hugo, et al.
Published: (2025)
Omega-blocks with spatially compounding extremes over Europe are highly sensitive to remote atmospheric drivers
by: Mittermeier, Magdalena, et al.
Published: (2026)
by: Mittermeier, Magdalena, et al.
Published: (2026)
Using machine learning to downscale coarse-resolution environmental variables for understanding the spatial frequency of convective storms
by: Yu, Hungjui, et al.
Published: (2025)
by: Yu, Hungjui, et al.
Published: (2025)
Assessing the ability of a stretched-grid deep-learning weather prediction model to capture physical balances
by: Pasquini, Francesco, et al.
Published: (2026)
by: Pasquini, Francesco, 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)
by: Guo, Shan, et al.
Published: (2025)
Tidal motions in the deep Mediterranean
by: van Haren, Hans
Published: (2026)
by: van Haren, Hans
Published: (2026)
Assessment of physical schemes for WRF model in convection-permitting mode over southern Iberian Peninsula
by: Solano-Farías, Feliciano, et al.
Published: (2024)
by: Solano-Farías, Feliciano, et al.
Published: (2024)
Accounting for shelf width in selecting altimetry observations for coastal sea level variability improves its agreement with tide gauges
by: Sukumaran, Vandana, et al.
Published: (2025)
by: Sukumaran, Vandana, et al.
Published: (2025)
Reconciled warning signals in observations and models imply approaching AMOC tipping point
by: Shin, Yechul, et al.
Published: (2025)
by: Shin, Yechul, et al.
Published: (2025)
NWP-based deep learning for tropical cyclone intensity prediction
by: Kieu, Chanh, et al.
Published: (2025)
by: Kieu, Chanh, et al.
Published: (2025)
The stochastic skeleton model for the Madden-Julian Oscillation with time-dependent observation-based forcing
by: Ehstand, Noémie, et al.
Published: (2025)
by: Ehstand, Noémie, et al.
Published: (2025)
Fast response of deep ocean circulation to mid-latitude winds in the Atlantic
by: Frajka-Williams, E., et al.
Published: (2025)
by: Frajka-Williams, E., et al.
Published: (2025)
Heat-flash travel just above a deep Mediterranean seafloor
by: van Haren, Hans
Published: (2026)
by: van Haren, Hans
Published: (2026)
Accurate Mediterranean Sea forecasting via graph-based deep learning
by: Holmberg, Daniel, et al.
Published: (2025)
by: Holmberg, Daniel, et al.
Published: (2025)
Coupling between sub-mesoscale eddies, internal waves, and turbulence in the deep Mediterranean: A spectral investigation
by: van Haren, Hans
Published: (2026)
by: van Haren, Hans
Published: (2026)
Hybrid physics-data-driven modeling for sea ice thermodynamics and transfer learning
by: De Cillis, Giovanni, et al.
Published: (2026)
by: De Cillis, Giovanni, et al.
Published: (2026)
Similar Items
-
Inferring Thunderstorm Occurrence from Vertical Profiles of Convection-Permitting Simulations: Physical Insights from a Physical Deep Learning Model
by: Yousefnia, Kianusch Vahid, et al.
Published: (2024) -
Increasing NWP Thunderstorm Predictability Using Ensemble Data and Machine Learning
by: Yousefnia, Kianusch Vahid, et al.
Published: (2025) -
A machine-learning approach to thunderstorm forecasting through post-processing of simulation data
by: Yousefnia, Kianusch Vahid, et al.
Published: (2023) -
Physical Scales Matter: The Role of Receptive Fields and Advection in Satellite-Based Thunderstorm Nowcasting with Convolutional Neural Networks
by: Metzl, Christoph, et al.
Published: (2025) -
The synchronization of convective lifecycles in an idealized microscopic model
by: Fu, Hao, et al.
Published: (2024)