MLchartDataset catalogue

Variational objective analysis

Term · Meteorology and atmospheric science · MLC-T-MET-009954

A sophisticated data assimilation technique used in numerical weather prediction to combine observational data with a background forecast in a statistically optimal way. It minimizes a cost function that represents the difference between the analysis and both the observations and the background field. This method produces a spatially consistent and dynamically balanced initial state for weather models.

Table 1. Record
IdentifierMLC-T-MET-009954
FieldMeteorology and atmospheric science
Record as JSON
{
  "id": "MLC-T-MET-009954",
  "term": "Variational objective analysis",
  "field": "Meteorology and atmospheric science",
  "definition": "A sophisticated data assimilation technique used in numerical weather prediction to combine observational data with a background forecast in a statistically optimal way. It minimizes a cost function that represents the difference between the analysis and both the observations and the background field. This method produces a spatially consistent and dynamically balanced initial state for weather models.",
  "url": "https://mlchart.com/terminology/meteorology/variational-objective-analysis/"
}

Record 10,211 of 10,816 in Meteorology and atmospheric science terminology (MLC-0110). Request the full dataset.