main webpage W Topic Radar Improving and understanding probabilistic precipitation forecasts using machine learning 2023 Uncertainty in numerical weather prediction (NWP) arises due to the initial state not being fully known and physical processes not being perfectly represented within the models. Precipitation is challenging to predict because it is non-linear with complex dri… Article Open Radar Open Article Page

Radar

Object detection system using radio waves Radar is a radiolocation system that uses radio waves to determine the distance ( ranging ), angle (azimuth), and radial velocity of objects relative to the site. It is used to detect and track aircraft, ships, spacecraft, guided missiles, and motor vehicles, and map weather formations, and terrain. A radar system consists of a transmitter producing electromagnetic waves in the radio or microwaves domain, a transmitting antenna, a receiving antenna (often the same antenna is used for transmitting and receiving) and a receiver and processor to determine properties of the objects. Radio waves (pulsed or continuous) from the transmitter reflect off the objects and return to the receiver, giving information about the objects' locations and speeds. Critical Symbolic Virtual Narrative Open Radar Open Article Page

Exploring foci of: Improving and understanding probabilistic precipitation forecasts using machine learning 2023 Uncertainty in numerical weather prediction (NWP) arises due to the initial state not being fully known and physical processes not being perfectly represented within the models. Precipitation is challenging to predict because it is non-linear with complex drivers from the atmosphere and so varies quickly even on a local scale. This means even advanced NWP models struggle to predict precipitation with the correct intensity at the right time or location. This study aims to explore whether machine learning (ML) can r… Open Article Page

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Explore Radar W Topic Radar Improving and understanding probabilistic precipitation forecasts using machine learning 2023 Uncertainty in numerical weather prediction (NWP) arises due to the initial state not being fully known and physical processes not being perfectly represented within the models. Precipitation is challenging to predict because it is non-linear with complex dri… Article Critical Symbolic Virtual Narrative Open Radar Open Article Page