RT info:eu-repo/semantics/article
T1 Mathematical interpolation methods for spatial estimation of global horizontal irradiation in Castilla-León, Spain: a case study
A1 Rodríguez Amigo, María del Carmen
A1 Diez Mediavilla, Montserrat
A1 González Peña, David
A1 Pérez Burgos, Ana Mª
A1 Alonso Tristán, Cristina
K1 Interpolation methods
K1 Solar radiation
K1 Ground meteorological network
K1 ArcGis
K1 Electrical engineering
K1 Electrotecnia
AB Four spatial interpolation methods (Inverse Distance Weighted, Spline, Kriging and Natural Neighbor) and their different variations are employed to map Global Horizontal Irradiation (GHI) in Castilla-León, Spain. The work has been performed using the software ArcGis, widely used in geostatistical applications, showing the versatility of the system and its applicability to climate data. The measuring network consists of 71 ground meteorological stations that use seven complete years of half-hourly data sets, yielding annual daily averages of GHI. The interpolation results are tested against data from the four Spanish National Meteorological Agency (AEMET) stations available in the region using standard statistical indicators (RMSE, MBE, MAPE and MAE). An additional partial cross validation of the results, which excludes five stations from the measuring network, employs different criteria to verify the results of the interpolation methods applied. This work contributes to the classification of interpolation methods to obtain climatological data across large areas with a low number of irregularly distributed of measurement points and with a low topographic complexity. The Universal Kriging method with quadratic semi-variogram shows the best results taking into account the RMSE and MAE statistical indicators
PB Elsevier
SN 0038-092X
YR 2017
FD 2017-07
LK http://hdl.handle.net/10259/4495
UL http://hdl.handle.net/10259/4495
LA eng
NO SpanishGovernment (Grant ENE2014-54601-R) and Junta de Castilla-León (BU034U16). One of the authors, David González Peña, thanksto Junta de Castilla-León and European Social Fund (OrdenEDU/310/2015) for financial support.
DS Repositorio Institucional de la Universidad de Burgos
RD 24-nov-2024