Abstract This study investigates the potential impacts of frequent global coverage of satellite microwave radiances using a global atmospheric data assimilation (DA) system. Observing Systems Simulation Experiments (OSSEs) were performed using the Local Ensemble Transform Kalman Filter with the Nonhydrostatic Icosahedral Atmospheric Model (NICAM ...
Rakesh Teja Konduru +3 more
wiley +1 more source
Object tracking algorithm based on deformable attention mechanism. [PDF]
Liu Q, Yu N, Cheng J.
europepmc +1 more source
The Role of Baseflow Data Assimilation in Hydrologic Modeling and Peak Flow Prediction
Abstract Recent studies have revealed that subsurface water storage and flow pathways contribute a substantially larger share of streamflow than previously assumed. However, because representations of these subsurface contributions in most hydrologic models are uncertain and often biased, they can strongly influence simulated streamflow generation and ...
Parnian Ghaneei +2 more
wiley +1 more source
A hierarchical lateral stability control strategy of distributed drive electric vehicles based on extended Kalman filter and integral terminal sliding mode control. [PDF]
Wang J, Zhao Y, Gao W, Deng Z.
europepmc +1 more source
Abstract The eastern tropical Pacific (ETP) coastal region, one of the rainiest places on Earth, is characterized by distinct diurnal offshore rainfall propagation primarily driven by mesoscale convective systems (MCSs). Previous studies have shown that MCS initiation in this region peaks in the early morning, with diurnally generated gravity waves ...
Jingyi Hu +3 more
wiley +1 more source
Advanced signal-processing framework for remote photoplethysmography-based heart rate measurement: Integrating adaptive Kalman filtering with discrete wavelet transformation. [PDF]
Debnath U, Kim S.
europepmc +1 more source
Abstract Accurate regional air quality modeling is crucial for the development of effective air pollution mitigation plans. Precisely simulating meteorological conditions, especially planetary boundary layer (PBL) properties, is challenging due to complex land surface conditions.
Yueqi Jiang +7 more
wiley +1 more source
Student's <i>t</i>-Distributed Extended Kalman Filter with Switch Factor for UWB Localization Under Colored Measurement Noise. [PDF]
Xu Y, Yin H, Yang M, Deng L, Sun M.
europepmc +1 more source
High-Precision Time Synchronization and Autonomous Maintenance for LEO Satellite Constellations Based on High-Stability Crystal Oscillators. [PDF]
Mu L, Hu X, Wu M, Li J.
europepmc +1 more source

