Nowcasting of Aviation Radiation Using Geospace Environment Properties: A Machine Learning Approach
Fuente:
arXiv
Saved in:
| Main Authors: | C, Sanjib K, Sadykov, Viacheslav M, Kempton, Dustin |
|---|---|
| Format: | Preprint |
| Published: |
2025
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
Machine Learning-Ready Data Sets for the Analysis and Nowcasting of Atmospheric Radiation at Aviation Altitudes
by: Sadykov, Viacheslav M, et al.
Published: (2026)
by: Sadykov, Viacheslav M, et al.
Published: (2026)
High-Energy Atmospheric Radiation: From Thunderstorm Ground Enhancements to Terrestrial Gamma-Ray Flashes
by: Chilingarian, A., et al.
Published: (2025)
by: Chilingarian, A., et al.
Published: (2025)
A composite of the effects of major sudden stratospheric warming events on carbon dioxide radiative cooling in the mesosphere-lower-thermosphere
by: Kumar, Akash, et al.
Published: (2025)
by: Kumar, Akash, et al.
Published: (2025)
Influence of Interplanetary Coronal Mass Ejec5ons on Terrestrial Par5cle Fluxes Through Magnetosphere Disturbances
by: Chilingarian, A., et al.
Published: (2024)
by: Chilingarian, A., et al.
Published: (2024)
Statistical analysis of IUVB values in Mexico City from 2000 to 2022
by: Zepeda-Fernández, C. H., et al.
Published: (2024)
by: Zepeda-Fernández, C. H., et al.
Published: (2024)
Solar activity and extreme rainfall over Kerala, India
by: Thomas, Elizabeth, et al.
Published: (2024)
by: Thomas, Elizabeth, et al.
Published: (2024)
Understanding and Modeling the Dynamics of Storm-time Atmospheric Neutral Density using Random Forests
by: Murphy, Kyle R., et al.
Published: (2024)
by: Murphy, Kyle R., et al.
Published: (2024)
Physics-Informed Lightweight Machine Learning for Aviation Visibility Nowcasting Across Multiple Climatic Regimes
by: Castillo, Marcelo Cerda
Published: (2025)
by: Castillo, Marcelo Cerda
Published: (2025)
Statistical Characteristics of the Electron Isotropy Boundary
by: Wilkins, Colin, et al.
Published: (2023)
by: Wilkins, Colin, et al.
Published: (2023)
Global transformer overheating from geomagnetic storms
by: Rivers, Morgan, et al.
Published: (2024)
by: Rivers, Morgan, et al.
Published: (2024)
Automated Supervised Identification of Thunderstorm Ground Enhancements (TGEs)
by: Aslanyan, Davit
Published: (2025)
by: Aslanyan, Davit
Published: (2025)
Multi-instrument analysis of L-band amplitude scintillation observed over the Eastern Arabian Peninsula
by: Darya, Abdollah Masoud, et al.
Published: (2024)
by: Darya, Abdollah Masoud, et al.
Published: (2024)
Influence of temperature-dependent density inhomogeneity on the stability of atmospheric stratified fluids
by: Kaladze, T. D., et al.
Published: (2024)
by: Kaladze, T. D., et al.
Published: (2024)
Assessing Ionospheric Scintillation Risk for Direct-to-Cellular Communications using Frequency-Scaled GNSS Observations
by: Darya, Abdollah Masoud, et al.
Published: (2026)
by: Darya, Abdollah Masoud, et al.
Published: (2026)
The impact of electron precipitation on Earth's thermospheric NO production and the drag of LEO satellites
by: Scherf, M., et al.
Published: (2026)
by: Scherf, M., et al.
Published: (2026)
Performance Characterization of Heliotrope Solar Hot-Air Balloons during Multihour Stratospheric Flights
by: Swaim, Taylor D., et al.
Published: (2024)
by: Swaim, Taylor D., et al.
Published: (2024)
The role of Solar Activity in shaping Precipitation Extremes: A Regional Exploration in Kerala, India
by: Thomas, Elizabeth, et al.
Published: (2024)
by: Thomas, Elizabeth, et al.
Published: (2024)
The largest Forbush decrease in 20 years: Preliminary analysis of SEVAN network observations
by: Chilingarian, A., et al.
Published: (2025)
by: Chilingarian, A., et al.
Published: (2025)
Impact of Gravity Waves From Tropospheric and Non-tropospheric Sources on the Middle and Upper Atmosphere and Comparison with ICON/MIGHTI Winds
by: Yiğit, Erdal, et al.
Published: (2025)
by: Yiğit, Erdal, et al.
Published: (2025)
Solar neutron and muon detection on November 11, 2025: First simultaneous recovery of energy spectra
by: Chilingarian, A., et al.
Published: (2025)
by: Chilingarian, A., et al.
Published: (2025)
Atmospheres of Solar System Moons and Pluto
by: Zhang, Xi
Published: (2024)
by: Zhang, Xi
Published: (2024)
Io's SO2 and NaCl Wind Fields From ALMA
by: Thelen, Alexander E., et al.
Published: (2024)
by: Thelen, Alexander E., et al.
Published: (2024)
Satellite-Based Quantification of Contrail Radiative Forcing over Europe: A Two-Week Analysis of Aviation-Induced Climate Effects
by: Ortiz, Irene, et al.
Published: (2024)
by: Ortiz, Irene, et al.
Published: (2024)
Shock wave formation in the thermosphere by an earthgrazing fireball: Empirical evidence for volatile-enhanced hydrodynamic shielding
by: Silber, Elizabeth A., et al.
Published: (2026)
by: Silber, Elizabeth A., et al.
Published: (2026)
CloudCast -- Total Cloud Cover Nowcasting with Machine Learning
by: Partio, Mikko, et al.
Published: (2024)
by: Partio, Mikko, et al.
Published: (2024)
The Australian Identification, Nowcasting and Tracking Algorithm (A.I.N.T.)
by: Brook, Jordan, et al.
Published: (2025)
by: Brook, Jordan, et al.
Published: (2025)
Quantum scattering of hot H/D on CO$_2$: Cross sections and rate coefficients for planetary atmospheres and their evolution
by: Bop, Cheikh T., et al.
Published: (2025)
by: Bop, Cheikh T., et al.
Published: (2025)
Probabilistic Emulation of the Community Radiative Transfer Model Using Machine Learning
by: Howard, Lucas, et al.
Published: (2025)
by: Howard, Lucas, et al.
Published: (2025)
Not So Fast: A New Catalog of Meteor Persistent Trains
by: Cordonnier, L. E., et al.
Published: (2024)
by: Cordonnier, L. E., et al.
Published: (2024)
Wavelet analysis of possible association between sunspot number and rainfall over Kerala, India: A case study
by: Thomas, Elizabeth, et al.
Published: (2024)
by: Thomas, Elizabeth, et al.
Published: (2024)
FuXi-Nowcast: Environment-conditioned deep learning for severe convection nowcasting
by: Chen, Lei, et al.
Published: (2025)
by: Chen, Lei, et al.
Published: (2025)
NeuralODEs for VLEO simulations: Introducing thermoNET for Thermosphere Modeling
by: Izzo, Dario, et al.
Published: (2024)
by: Izzo, Dario, et al.
Published: (2024)
Examining Fast Radiatively Driven Responses Using Machine-Learning Weather Emulators
by: Mahesh, Ankur, et al.
Published: (2026)
by: Mahesh, Ankur, et al.
Published: (2026)
MAG-Net: Physics-Aware Multi-Modal Fusion of Geostationary Satellite and Radar for Severe Convective Precipitation Nowcasting
by: Chen, Dandan, et al.
Published: (2026)
by: Chen, Dandan, et al.
Published: (2026)
Benchmarking Cylindrical Blast Wave Theory Against the OSIRIS-REx Sample Return Capsule Reentry
by: Silber, Elizabeth A.
Published: (2026)
by: Silber, Elizabeth A.
Published: (2026)
Global Abiotic Sulfur Cycling on Earth-like Terrestrial Planets
by: Rianço-Silva, Rafael, et al.
Published: (2026)
by: Rianço-Silva, Rafael, et al.
Published: (2026)
Quantifying the Influence of Climate on Storm Activity Using Machine Learning
by: Hadas, Or, et al.
Published: (2025)
by: Hadas, Or, et al.
Published: (2025)
Bayesian Deep Learning for Convective Initiation Nowcasting Uncertainty Estimation
by: Fan, Da, et al.
Published: (2025)
by: Fan, Da, et al.
Published: (2025)
A Physics-Informed Machine Learning Approach utilizing Multiband Satellite Data for Solar Irradiance Estimation
by: Sasaki, Jun, et al.
Published: (2024)
by: Sasaki, Jun, et al.
Published: (2024)
A Machine Learning Framework for Extending Wave Height Time Series Using Historical Wind Records
by: Abdelhady, Hazem U., et al.
Published: (2023)
by: Abdelhady, Hazem U., et al.
Published: (2023)
Similar Items
-
Machine Learning-Ready Data Sets for the Analysis and Nowcasting of Atmospheric Radiation at Aviation Altitudes
by: Sadykov, Viacheslav M, et al.
Published: (2026) -
High-Energy Atmospheric Radiation: From Thunderstorm Ground Enhancements to Terrestrial Gamma-Ray Flashes
by: Chilingarian, A., et al.
Published: (2025) -
A composite of the effects of major sudden stratospheric warming events on carbon dioxide radiative cooling in the mesosphere-lower-thermosphere
by: Kumar, Akash, et al.
Published: (2025) -
Influence of Interplanetary Coronal Mass Ejec5ons on Terrestrial Par5cle Fluxes Through Magnetosphere Disturbances
by: Chilingarian, A., et al.
Published: (2024) -
Statistical analysis of IUVB values in Mexico City from 2000 to 2022
by: Zepeda-Fernández, C. H., et al.
Published: (2024)