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RISA Systematic Classification Investigation of Rapid Intensification of Atlantic Tropical Cyclones with the SHIPS Database
Publisher: American Meteorological Society
Abstract: n hopes of better understanding the rapid intensification (RI) of tropical cyclones, the classification technique as a data mining process is used in this mining experiment. The mining results are expected to increase ...
Evaluations of Mesoscale Models' Simulations of Near-Surface Winds, Temperature Gradients, and Mixing Depths
Publisher: American Meteorological Society
Abstract: Mesoscale meteorological models are being used to provide inputs of winds, vertical temperature and stability structure, mixing depths, and other parameters to atmospheric transport and dispersion models. An evaluation ...
Association Rule Data Mining Applications for Atlantic Tropical Cyclone Intensity Changes
Publisher: American Meteorological Society
Abstract: his study applies a data mining technique called association rule mining to the analysis of intensity changes of North Atlantic tropical cyclones (TCs). The ?best track? data from the National Hurricane Center and the ...
The Centennial Variation of El Niño Impact on Atlantic Tropical Cyclones
Publisher: American Meteorological Society
Abstract: AbstractPredicting tropical cyclone (TC) activity becomes more important every year while the understanding of what factors impact them continues to be complicated. El Niño?Southern Oscillation (ENSO) is one of the primary ...
Numerical Simulations of the Impacts of the Saharan Air Layer on Atlantic Tropical Cyclone Development
Publisher: American Meteorological Society
Abstract: In this study, the role of the Saharan air layer (SAL) is investigated in the development and intensification of tropical cyclones (TCs) via modifying environmental stability and moisture, using multisensor satellite data, ...