Data, Tools, and Methods

The LWSTRT Tools and Methods component supports studies that, by themselves, may not deliver significant new science understanding, but instead deliver tools and/or methods that enable critically needed science advances. Examples include the development of new empirical methods or analysis techniques that can be used to forecast solar, interplanetary, and geospace activity, and the development of software tools that can identify, retrieve, assimilate, and/or portray data in order to model results from different sources for LWS research and forecasting objectives.

NNH21ZDA001N-LWSTM

• Machine learning based automatic detection of upper atmosphere gravity waves from NASA satellite images
• Application of Machine Learning to Improve the Detection of Active Regions in the Sun's Far Hemisphere
• A Retrospective Analysis Toolbox for Ionospheric Total Electron Content Maps
• Producing Homogeneous, Machine-Learning Ready Auroral Image Databases Using Unsupervised Learning
• Readying 25 years of full-disk EUV images for machine learning
• Discovering Micro Events in AIA using Machine Learning
• Deep Learning for Ensembles of High-Resolution and High-Cadence Transverse Velocity Maps as High-Level Data Products
• Large-Scale Average Trends in Plasma Parameters Across the Heliosphere
• Using Machine Learning to Detect and Build CME Datasets for Heliophysics
• Vlasov Informed Super Resolution (VISR): A Deep Learning Approach for De-Aliasing Particle Data
• Faster, Better, Deeper: Utilizing Deep Learning to Produce Enhanced Near Real Time Inversions from HMI Data for Space-Weather Modeling
• Solar Dynamics Observatory Machine Learning Dataset (SDOML) Improvements

NNH09ZDA001N

• Probabilistic Solar Energetic Particle Models
• A New Drift Shell Integration Technique for Inner Magnetospheric Space Weather Models
• Fast Processing of Spherical Seismic Holography
• TOOLS & METHODS: Mesosphere/lower thermosphere tidal strength product

NNH08ZDA001N

• A quantitative description of ionospheric variability for the International Reference Ionosphere: on average and in real-time
• Tools for Local Helioseismology
• Estimating Energy and Helicity Budgets and Monitoring the Evolution of Active Regions by Tracking Vector Magnetograms
• High-latitude auroral heating in the energy budget of the thermosphere
• A Scheme for Real-Time Forecasting of the Intensity and Timing of Magnetic Storms at Earth based on Observations of Magnetic Clouds at L1

NNH07ZDA001N

• Remote Sensing of CMEs and Flare Electrons Using Multi-Spacecraft Observations and the Effects of of Refraction and Scattering
• Coronal Mass Ejection Data Products for LWS Science
• A Proposal to Host an All Clear Forecasting Workshop
• Helioseismic Tools that Incorporate Corrections Arising from Magnetic Active Regions
• A tool forecasting equatorial plasma bubbles
• Solar Image Processing Workshop IV: Algorithms for LWS

NNH06ZDA001N

• Developing Tools of Automatic Coronal Mass Ejection Detection and Characterization
• A new approach to modeling three-dimensional non-force free coronal magnetic field
• Seismic Modeling of Active Regions for Farside Imaging Applications
• Empirical Ionospheric E-Region Solar-Geomagnetic Storm Correction to the IRI Model Using TIMED/SABER Data

NNH05ZDA001N

• TOPLA: A new empirical representation of the F-region topside and plasmasphere for the International Reference Ionosphere
• Development of Empirical Tools for Forecasting Safe or Dangerous Space Weather from Magnetograms
• Coordinated Data Analysis Workshops (CDAWs): Meeting of the LWS Minds
• Mapping the Inner Heliosphere: Implementing Ajax technologies for LWS
• A Novel Data Mining Tool with Autonomous and Analytical Capabilities for Space Weather Studies
• A photometry-based model of global thermospheric column O/N2 driven by solar and magnetospheric conditions
• Solar Flare Forecasting Using Topological Energy Models
• Turbulent heating of the corona, origin of solar wind fluctuations, and boundary conditions in the inner heliosphere
• Development of a Limb Scanning Occultation Receiver for Ionospheric/Atmospheric Remote Sensing using Galileo and Modernized GPS Signals
• Tracking Photospheric Magnetic Footpoints with the Magnetic Induction Equation
• Quantifying Losses and Sources of Relativistic Electrons Using Kalman Filtering
• Advanced Forecasting Methodologies for Solar Particle Event Radiation Exposures
• The Green Bank Solar Radio Burst Spectrometer: A Resource for LWS Studies

NRA-NNH04ZSS001N

• Flux Transport Solar Cycle Simulations for Total and Spectral Solar Irradiance Modeling
• A Comprehensive Statistical Analysis of Thermospheric Neutral Wind Measurements; Building a Testing a New Reference Model
• Tools Enabling Rapid Mapping of Solar Subsurface Weather with Time-Distance Tomography
• Next Generation Tools for Diagnostics of Solar Coronal Structure
• Next Generation Specification of the Earth’s Radiation Environment
• C/NOFS Data Dissemination and Processing Tools
• Methods and Tools for Studying Magnetic Field Structures and Dynamics Inside the Sun by Local Helioseismology