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  1. Improving Tropical Cyclone Precipitation Forecasting With Deep …

    May 27, 2024 · Our new method, the Tropical Cyclone Precipitation Forecasting Model (TCPF), uses satellite image sequencing to forecast TC precipitation accurately within 0–120 min of a …

  2. The parametric hurricane rainfall model with moisture and its ...

    Nov 4, 2022 · The parametric hurricane rainfall model (PHRaM), firstly introduced in 2007, has been widely used to forecast and quantify tropical-cyclone-induced rainfall (TC rainfall).

  3. A Machine Learning-Based Parameterized Tropical Cyclone Precipitation Model

    Dec 9, 2024 · 2.2.1 The Tropical Cyclone Precipitation Model (TCPM) The TCPM, established by Lu et al , is the basis of this comprehensive model. This model innovatively considers the …

  4. Forecasting tropical cyclone rainfall and flooding hazards and …

    Jun 1, 2023 · Lu et al. (2022) has established an optimized and physics-based model for the simulation of tropical cyclone precipitation, named parameterized Tropical Cyclone …

  5. Evaluation of a Physics-Based Tropical Cyclone Rainfall Model

    Sep 1, 2020 · Heavy rainfall generated by landfalling tropical cyclones (TCs) can cause extreme flooding. A physics-based TC rainfall model (TCRM) has been developed and coupled with a …

  6. Estimation of precipitation induced by tropical cyclones based on ...

    Mar 2, 2021 · In the present study, the predicted precipitation is accumulated over the first 24 forecast hours, whereas the physical variables such as P, T, U, R and I, are extracted exactly …

  7. Using data from GPM DPR and ERA-Interim, we examined the precipitation features of extratropical cyclones in the northern Pacific storm-track region. Extratropical cyclones were …

  8. Precipitation Basic Concepts - United States Army

    Cyclonic precipitation occurs when warm, moist air is drawn into a low-pressure cold front. The warm air rises as it is drawn into the low-pressure zone and is subjected to adiabatic cooling....

  9. A fast physics-based perturbation generator of machine ... - Nature

    Mar 29, 2025 · A significant milestone was reached with the development of the Pangu model 27, which was the first to demonstrate overall more accurate medium-range forecasts than the …

  10. Cyclonic Precipitation: Frontal vs. Non-Frontal Precipitation

    Cyclonic precipitation refers to the type of precipitation that occurs when moist air rises and cools within the cyclone or low-pressure system. Explore the distinction between Frontal and Non …