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Modulation Effect of the Annual Cycle on Interdecadal Warming Trends over the Tibetan Plateau during 1998–2020
Publisher: American Meteorological Society
Deep Learning-Based Residual Useful Lifetime Prediction for Assets With Uncertain Failure Modes
Publisher: The American Society of Mechanical Engineers (ASME)
Abstract: Industrial prognostics focuses on utilizing degradation signals to forecast and continually update the residual useful life of complex engineering systems. However, existing prognostic models for systems with multiple ...
Studies on the Initialization and Simulation of a Mature Hurricane Using a Variational Bogus Data Assimilation Scheme
Publisher: American Meteorological Society
Abstract: A bogus data assimilation (BDA) scheme is presented and used to generate the initial structure of a tropical cyclone for hurricane prediction. It was tested on Hurricane Felix (1995) in the Atlantic Ocean during its mature ...
Development of a Data-Driven Platform for Transit Performance Measures Using Smart Card and GPS Data
Publisher: American Society of Civil Engineers
Abstract: To improve customer satisfaction and reduce operation costs, transit authorities have been striving to monitor transit service quality and identify the key factors to enhance it. The recent advent of passive data collection ...
A Hierarchical Statistical Sensitivity Analysis Method for Complex Engineering Systems Design
Publisher: The American Society of Mechanical Engineers (ASME)
Abstract: Statistical sensitivity analysis (SSA) is playing an increasingly important role in engineering design, especially with the consideration of uncertainty. However, it is not straightforward to apply ...
Comparison of Model-Produced and Observed Microwave Radiances and Estimation of Background Error Covariances for Hydrometeor Variables within Hurricanes
Publisher: American Meteorological Society
Abstract: A radiative transfer model was updated to better simulate Special Sensor Microwave Imager (SSM/I)?observed brightness temperatures in areas of high ice concentration. The difference between the lowest observed and ...
A Quality Control Procedure for FY-3A MWTS Measurements with Emphasis on Cloud Detection Using VIRR Cloud Fraction
Publisher: American Meteorological Society
Abstract: quality control (QC) procedure for satellite radiance assimilation is proposed and applied to radiance observations from the Microwave Temperature Sounder (MWTS) on board the first satellite of the Chinese polar-orbiting ...
Mitigation of Striping Noise in ATMS Calibration Counts by Symmetric Filters
Publisher: American Meteorological Society
Abstract: AbstractGlobal observations from the Advanced Technology Microwave Sounder (ATMS) onboard the Suomi National Polar-Orbiting Partnership satellite are affected by striping-patterned noise. An optimal symmetric filter method ...
Validation of a Prototype Global 4D-Var Data Assimilation System for the MPAS-Atmosphere Model
Publisher: American Meteorological Society
Capturing Size and Intensity Changes of Hurricanes Irma and Maria (2017) from Polar-Orbiting Satellite Microwave Radiometers
Publisher: American Meteorological Society
Abstract: AbstractA recently refined hurricane warm-core retrieval algorithm was applied to data from multiple polar-orbiting satellites that carry the Advanced Technology Microwave Sounder (ATMS) and the Advanced Microwave Sounding ...
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