An Objective Analysis of Wind Data for Energy Budget Studies

Arnold Gruber The Florida State University, Tallahassee

Search for other papers by Arnold Gruber in
Current site
Google Scholar
PubMed
Close
and
James J. O'Brien National Center for Atmospheric Research, Boulder, Colo.

Search for other papers by James J. O'Brien in
Current site
Google Scholar
PubMed
Close
Restricted access

Abstract

An objective technique for adjusting wind data, such that the total mass divergence in a volume of the atmosphere is zero, is developed. The adjustment is obtained by applying a least-squares smoothing with a Lagrangian multiplier to constrain the total mass divergence to a specified amount. The computational details are derived and the method is applied to several examples. Both for theoretical wind profiles and for actual data, a very satisfactory adjustment is achieved without destroying the physical information contained in the data.

Abstract

An objective technique for adjusting wind data, such that the total mass divergence in a volume of the atmosphere is zero, is developed. The adjustment is obtained by applying a least-squares smoothing with a Lagrangian multiplier to constrain the total mass divergence to a specified amount. The computational details are derived and the method is applied to several examples. Both for theoretical wind profiles and for actual data, a very satisfactory adjustment is achieved without destroying the physical information contained in the data.

Save