Nowcasting is an emerging area in meteorology that focuses on accurately anticipating the severity of short-term rainfall for a particular location. It essential to many facets society. Owing its significance, researchers are experimenting predict short term using neural network approaches. This study analyses proposes novel method merging Convolutional Neural Network and Long Short-Term Memory...

Formation of asphaltene deposition during oil production, processing and synthesis is known as a fundamental problem of petroleum reservoir worldwide. Asphaltene is a petroleum fraction that can lead to increasing the operating costs in these industries. Variations in operational pressure, temperature and fluid composition are generally the significant cause of asphaltene precipitation. In ...

The decadal variability of the summer extreme precipitation over southern China (EPSC) is remarkable, especially for significant enhancement after 1990s. study documented that sea surface temperature (SST) North Atlantic and spring ice concentration (SIC) East Siberian Sea can significantly affect EPSC. SST influences low-pressure cyclone in western Pacific by modulating tropical Pacific, thus ...

Many natural disasters in South America are linked to meteorological phenomena. Therefore, forecasting and monitoring climatic events fundamental issues for society various sectors of the economy. In last decades, machine learning models have been developed tackle different society, but there is still a gap applications applied physics. Here, evaluated precipitation prediction over America. Cur...

A regional-scale weather model is used to determine the potential for flood forecasting based on modelpredicted rainfall. Extreme precipitation and flooding events are a significant concern in central Texas, due to both the high occurrence and severity of flooding in the area. However, many current regional prediction models do not provide sufficient accuracy at the watershed scale necessary fo...

APRIL 2003 AMERICAN METEOROLOGICAL SOCIETY | O f all the weather elements for which forecasts are provided to the public, rainfall is perhaps of the greatest interest. While most people simply want to know whether they will need an umbrella that day, there is growing demand from industry, agriculture, government, and many other sectors for more detailed rainfall predictions. Unfortunately, rain...