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Leveraging Modern Artificial Intelligence for Remote Sensing and NWP: Benefits and Challenges
Publisher: American Meteorological Society
Abstract: Artificial intelligence (AI) techniques have had significant recent successes in multiple fields. These fields and the fields of satellite remote sensing and NWP share the same fundamental underlying needs, including signal ...
Orbit Simulator for Satellite and Near-Space Platforms Supporting Observing System Simulation Experiments
Publisher: American Meteorological Society
Realizing the Benefits of AI across the Numerical Weather Prediction Value Chain
Publisher: American Meteorological Society
Community Global Observing System Simulation Experiment (OSSE) Package (CGOP): Perfect Observations Simulation Validation
Publisher: American Meteorological Society
Abstract: AbstractThe simulation of observations?a critical Community Global Observing System Simulation Experiment (OSSE) Package (CGOP) component?is validated first by a comparison of error-free simulated observations for the first ...
Community Global Observing System Simulation Experiment (OSSE) Package (CGOP): Assessment and Validation of the OSSE System Using an OSSE–OSE Intercomparison of Summary Assessment Metrics
Publisher: American Meteorological Society
Abstract: AbstractObserving system simulation experiments (OSSEs) are used to simulate and assess the impacts of new observing systems planned for the future or the impacts of adopting new techniques for exploiting data or for ...