Evaluation of a Hybrid Neural-Polynomial Deep Q-Network for Switching-Aware Spectrum Selection in a Controlled Radio-Frequency Measurement-Replay Testbed. [PDF]
Pan Y +8 more
europepmc +1 more source
Neighborhood methods are commonly used in verification to avoid the double‐penalty issue. This study evaluates such methods for the assimilation of infrared and visible satellite observations and extends them to multiscale assimilation. Moreover, a novel technique is tested aimed at mitigating complex biases and structural errors in real‐world model ...
Lukas Kugler +4 more
wiley +1 more source
Continual Radar Intra-Pulse Modulation Recognition via Multiview Replay and Class-Balanced Classifier Fine-Tuning. [PDF]
Liu Y, Wu X, Mei C, Yu S.
europepmc +1 more source
Nowcasting convective cores using deep learning
Key findings: •$$ \bullet $$ Network for Nowcasting Convective Cores (NetNCC) has considerable potential for convective storm nowcasting and the development of early warning systems for extreme rainfall. •$$ \bullet $$ Skilful nowcasts of convective cores are obtained at fine spatial resolutions (<30km$$ <30\kern0.15em \mathrm{km} $$) for up to 2 hr ...
Jawairia A. Ahmad +5 more
wiley +1 more source
Continuous Full-Domain Highway Trajectory Tracking Based on Improved Deep-SORT and Inverse Covariance Intersection. [PDF]
Tian Z, Duan C, Gao S, Gu J, Lyu N.
europepmc +1 more source
Effect of Faraday Rotation on L-band Ocean Normalized Radar Cross Section and Wind Speed Detection
形態: カラー図版あり Physical characteristics: Original contains color illustrations Accepted: 2019-01-07 資料番号 ...
openaire +1 more source
Enhancing severe convection forecasts with microwave radiance assimilation in limited‐area models
Microwave satellite radiances remain largely underexploited in convection‐permitting limited‐area models. We assess the assimilation of humidity‐sensitive radiances from the MHS instrument in the operational ICON‐2I model, improving the precipitation forecast of a severe convective event over the Marche region, Italy, substantially by correcting ...
Marcello Grenzi +5 more
wiley +1 more source
Simulation-to-Real Trip-Fall Detection with Continuous-Wave Doppler Radar via Physics-Informed Kinematic Modeling and Domain Randomization. [PDF]
Okusa K.
europepmc +1 more source
Object‐based deep learning for probabilistic convective‐core nowcasting from satellite data
Convective cores detected from Meteosat infrared imagery are represented as compact physical objects to generate probabilistic nowcasts up to 6 h ahead. A spatio‐temporal transformer models interactions among evolving core populations and produces gridded probability forecasts across the western Sahel.
Mendrika Rakotomanga +5 more
wiley +1 more source
High-Resolution Real-Time Impulse Radar Using Software-Defined Radio: A Step-by-Step Implementation with USRP X310. [PDF]
Abdollahi S, Bean R, Pandeya N, Yoon J.
europepmc +1 more source

