MLchartDataset catalogue

Kalman-Bucy filter

Term · Meteorology and atmospheric science · MLC-T-MET-010579

A mathematical algorithm that provides an efficient recursive means to estimate the state of a dynamic system from a series of incomplete or noisy measurements. In meteorology, it is widely used in data assimilation systems to combine observations with numerical model forecasts, producing an optimal estimate of the atmospheric state. This filter is a cornerstone of modern weather prediction.

Table 1. Record
IdentifierMLC-T-MET-010579
FieldMeteorology and atmospheric science
Record as JSON
{
  "id": "MLC-T-MET-010579",
  "term": "Kalman-Bucy filter",
  "field": "Meteorology and atmospheric science",
  "definition": "A mathematical algorithm that provides an efficient recursive means to estimate the state of a dynamic system from a series of incomplete or noisy measurements. In meteorology, it is widely used in data assimilation systems to combine observations with numerical model forecasts, producing an optimal estimate of the atmospheric state. This filter is a cornerstone of modern weather prediction.",
  "url": "https://mlchart.com/terminology/meteorology/kalman-bucy-filter/"
}

Record 5,291 of 10,816 in Meteorology and atmospheric science terminology (MLC-0110). Request the full dataset.