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Sid Ahmed Boukabara authored and/or contributed to the following articles/publications.
Outlook for Exploiting Artificial Intelligence in the Earth and Environmental Sciences
Promising new opportunities to apply artificial intelligence (AI) to the Earth and environmental sciences are identified, informed by an overview of current efforts in the community. Community input was collected at the first National Oceanic and Atmospheric Administration (NOAA) workshop on “Leveraging AI in the Exploitation of Satellite Earth ...
Institution National Oceanic and Atmospheric Administration - NOAA
Leveraging Modern Artificial Intelligence for Remote Sensing and NWP: Benefits and Challenges
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 and image processing; quality control mechanisms; pattern recognition; data fusion; forward and inverse problems; and predi...
Institution National Oceanic and Atmospheric Administration - NOAA
The 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 24 h at the start of the nature run (NR) to the real observations for those sensors that operated during that period. Sample result...
Institution National Oceanic and Atmospheric Administration - NOAA
Community Global Observing System Simulation Experiment (OSSE) Package (CGOP): Description and Usage
A modular extensible framework for conducting observing system simulation experiments (OSSEs) has been developed with the goals of 1) supporting decision-makers with quantitative assessments of proposed observing systems investments, 2) supporting readiness for new sensors, 3) enhancing collaboration across the community by making the most up-to...
Institution National Oceanic and Atmospheric Administration - NOAA
In 2011, the National Oceanic and Atmospheric Administration (NOAA) began a cooperative initiative with the academic community, to help address a vexing issue that has long been known as a disconnection between the operational and research realms for weather forecasting and data assimilation. The issue is the gap, or more exotically referred to ...