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cs.CV2024
Developing Gridded Emission Inventory from High-Resolution Satellite Object Detection for Improved Air Quality Forecasts
Shubham Ghosal, Manmeet Singh, Sachin Ghude +8
This study presents an innovative approach to creating a dynamic, AI based emission inventory system for use with the Weather Research and Forecasting model coupled with Chemistry…
physics.ao-ph2024
CloudSense: A Model for Cloud Type Identification using Machine Learning from Radar data
Mehzooz Nizar, Jha K. Ambuj, Manmeet Singh +2
The knowledge of type of precipitating cloud is crucial for radar based quantitative estimates of precipitation. We propose a novel model called CloudSense which uses machine learn…