Assimilation of the Rain Gauge Measurements Using Particle Filter

Assimilation of the Rain Gauge Measurements Using Particle Filter

Abstract The well‐recognized constraint of nonlinear and non‐Gaussian distribution of rainfall observation limits its assimilation in the high‐dimensional numerical weather prediction (NWP) model. In this study, rainfall observed from Indian Meteorological Department (IMD) rain gauges over Indian la...

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Bibliographic Details
Main Author: Prashant Kumar
Format: Article
Language:English
Published: American Geophysical Union (AGU) 2020-10-01
Series:Earth and Space Science
Subjects:
forecast
particle filter
rainfall
SKEBS
WRF model
Online Access:https://doi.org/10.1029/2020EA001212

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