Tracking Mesoscale Convective Systems in IMERG and Regional Variability of Their Properties in the Tropics

JOURNAL OF GEOPHYSICAL RESEARCH-ATMOSPHERES(2023)

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摘要
Mesoscale convective systems (MCSs) constitute only a fraction of convective systems in the tropics but significantly impact tropical weather and global climate. Early studies used satellite infrared (IR) data to track MCSs and study their properties but only for a short period due to computing limitations. Though valuable, the IR brightness temperature (Tb)-derived precipitation properties have biases. The recent availability of Integrated Multi-satEllite Retrieval for Global (IMERG) precipitation mission rainfall data of lesser bias than IR Tb-based rainfall and access to high-performance computers motivated us to track MCSs over global tropics for 10 years, using the Forward in Time (FiT) algorithm. Though IMERG is advantageous, it poses challenges to tracking MCSs due to convective systems connected by light rain areas and resolution differences between contributing passive microwave sensors. The precipitation field is smoothed and normalized to overcome these problems; then, the FiT algorithm identifies MCSs and tracks them. Our results show that MCSs contribute similar to 70% of annual precipitation, though they are only similar to 7% of all tracked systems. MCSs occur more often over the Amazon basin and Maritime Continent than in central Africa, known for high thunderstorm frequency, highlighting the contrasting convective regimes. The large, long-lived, and intensely precipitating MCSs occur more often over the ocean than land, except for the Amazon basin. Fast-moving MCSs often occur over West Africa, the Amazon basin, and the western Pacific, whereas slow-moving MCSs are common over Colombia and the Maritime Continent. A storm system more than 100 km wide in at least one direction is called a mesoscale storm. These storms play a vital role in global atmospheric circulation that transfers heat to high latitudes. Mesoscale storms are major rain contributors and sometimes produce severe weather. Since surface observations are scarce in the tropics, we use satellite-derived precipitation to track mesoscale storms and study their properties. Using 10 years of satellite rainfall data, we analyzed regional differences in storm properties such as frequency, size, lifetime, propagation speed, and direction. Our results show that mesoscale storms produce 70% of annual tropical precipitation, though they are 7% of all storm systems. When comparing different land regions, mesoscale storms occur more often over the Amazon basin and Maritime Continent than over central Africa, known for high thunderstorm frequency. Mesoscale storms over the ocean are larger, longer-lived, and produce more intense rainfall than over land, except for the Amazon basin. Fast-moving storms often occur over the Amazon basin, West Africa, and the western Pacific Ocean. Slow-moving storms often occur over the Pacific coast of Columbia and the Maritime Continent and may produce dangerous floods. Contrasting regimes: mesoscale convective systems (MCSs) occur more often over the Amazon basin and Maritime Continent, whereas central Africa has more thunderstormsMCSs are larger and longer-lived over the ocean than over land, except for the Amazon basin, with many systems similar to oceanic MCSsFast MCSs occur over the Amazon basin, W. Africa, and the western Pacific; slow MCSs occur over Colombia and the Maritime Continent
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tropics,deep convection,MCS,tracking
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