TY  - JOUR
AU  - Saavedra-Moreno, Beatriz
AU  - Iglesia, Alejandro de la
AU  - Magdalena-Saiz, Javier
AU  - Carro-Calvo, Leopoldo
AU  - Durán Montejano, Luis
AU  - Salcedo-Sanz, Sancho
PY  - 2014
DO  - 10.1002/we.1774
SN  - 1095-4244
UR  - https://hdl.handle.net/20.500.14352/94344
T2  - Wind Energy
AB  - This paper tackles a problem of surface wind speed reconstruction based on synoptic-scale meteorological fields. Specifically, two different approaches are discussed and compared: a pure Machine Learning method, formed by a Support Vector Regression...
LA  - eng
M2  - 1531
PB  - Wiley 
KW  - Wind speed reconstruction
KW  - Synoptic pressure
KW  - Regression techniques
KW  - Machine learning
KW  - Weather regimes
TI  - Surface wind speed reconstruction from synoptic pressure fields: machine learning versus weather regimes classification techniques
TY  - journal article
VL  - 18
ER  -