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
Low-cost IoT real-time environmental monitoring and one-hour LSTM forecasting for small-scale agricultural applications. [PDF]
Hebishy GH +3 more
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
Vibration Error Compensation of LiDAR Imaging with the Aiding of INS for Precise Navigation. [PDF]
Han S, Chen T, Dong J, Yu X, Liu X.
europepmc +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
Cloud-based collaborative CNC manufacturing framework integrating tool wear monitoring and scheduling support. [PDF]
Imran, Nouioua M, Mekid S.
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
Transferable Migration Framework Derived from a Large-scale Tertiary Hospital EHR System. [PDF]
Yu H, Lee K, Lee S, Kim Y.
europepmc +1 more source
Federated, governed, and interoperable? The emerging architecture of public human genomic data infrastructures: a European perspective. [PDF]
Tangaro MA +3 more
europepmc +1 more source
The GEOS/ECCO C1440-LLC2160 Coupled Atmosphere-Ocean Simulation Dataset. [PDF]
Menemenlis D +13 more
europepmc +1 more source

