2026-04-22T18:33:50Zhttps://riubu.ubu.es/oai/request

oai:riubu.ubu.es:10259/44952024-05-14T10:41:29Zcom_10259_4393com_10259_5086com_10259_2604col_10259_4394

Rodríguez Amigo, María del Carmen Diez Mediavilla, Montserrat González Peña, David Pérez Burgos, Ana Mª Alonso Tristán, Cristina 2017-06-14T08:21:31Z 2019-07-15T02:45:07Z 2017-07 0038-092X http://hdl.handle.net/10259/4495 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 Spanish Government (Grant ENE2014-54601-R) and Junta de Castilla- León (BU034U16). One of the authors, David González Peña, thanks to Junta de Castilla-León and European Social Fund (Orden EDU/310/2015) for financial support. application/pdf eng Elsevier Solar Energy. 2017, V. 151, p 14–21 https://doi.org/10.1016/j.solener.2017.05.024 Attribution-NonCommercial-NoDerivatives 4.0 International http://creativecommons.org/licenses/by-nc-nd/4.0/ info:eu-repo/semantics/openAccess Interpolation methods Solar radiation Ground meteorological network ArcGis Electrical engineering Electrotecnia Mathematical interpolation methods for spatial estimation of global horizontal irradiation in Castilla-León, Spain: a case study info:eu-repo/semantics/article info:eu-repo/semantics/acceptedVersion