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- W4319993806 abstract "Tropical cyclogenesis detection is critical for the early warning of tropical cyclones and disaster risk assessment. Based on the space-borne microwave radiometer’s brightness temperature (TB) data, a tropical cyclogenesis prediction model is trained with the broad learning system (BLS). In contrast to the high computational demand of deep networks, BLS is a flatted one with fast training speed. Meanwhile, the incremental learning ability of BLS well fits the rapid accumulation characteristics of data in the ocean remote sensing field. The dataset consists of 880 TC samples during 2005–2009 and 2506 non-TC samples during 2005–2006, which are $$8^circ times 8^circ $$ images extracted from Special Sensor Microwave Imager TB data. The proposed model successfully detects tropical cyclogenesis with a total testing accuracy of 86.83%, a testing hit rate (HT) of 81.14%, and a testing false alarm ratio (FAR) of 11.18%." @default.
- W4319993806 created "2023-02-11" @default.
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- W4319993806 date "2023-01-01" @default.
- W4319993806 modified "2023-10-18" @default.
- W4319993806 title "Detecting Tropical Cyclogenesis Using Broad Learning System from Satellite Passive Microwave Observations" @default.
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- W4319993806 doi "https://doi.org/10.1007/978-981-19-6375-9_7" @default.
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