77258 20200221144314.0 doi 10.1080/13658816.2016.1155712 sideral 95016 ART-2016-95016 eng (orcid)0000-0001-5333-2285 Peña-Angulo, D. Universidad de Zaragoza A new climatology of maximum and minimum temperature (1951–2010) in the Spanish mainland: a comparison between three different interpolation methods 2016 Access copy available to the general public Unrestricted This study presents a new climatology of monthly temperature for mainland Spain (1951–2010), performed with the highest quality and spatially dense, up-to-date monthly temperature dataset available in the study area (MOTEDAS). Three different interpolation techniques were evaluated: the Local Weighted Linear Regression (LWLR), the Regression-Kriging (RK) and the Regression-Kriging with stepwise selection (RKS), a modification of RK. The performances of the different models were evaluated by the leave-one-out validation procedure, comparing the results from the models with the original data and calculating different error measurements. The three techniques performed better for Tmax than for Tmin, and for the cold, rather than warmer months, also at lower altitude than highland areas. The best results were achieved with LWLR applied for the first time on temperatures in the Spanish mainland. This method improved the accuracy of the temperature reconstruction with respect to RK and RKS. We present a collection of Tmax and Tmin monthly charts, using the same temperature legend to prevent any visual bias in the interpretation of the results. The dataset is available upon request. info:eu-repo/grantAgreement/ES/DGA-FSE/H38 info:eu-repo/grantAgreement/ES/MINECO/CGL2011-27574-C02-01 info:eu-repo/grantAgreement/ES/MINECO/CGL2014-52135-C3-3-R info:eu-repo/semantics/openAccess All rights reserved http://www.europeana.eu/rights/rr-f/ 2.502 2016 GEOGRAPHY 14 / 78 = 0.179 2016 Q1 T1 INFORMATION SCIENCE & LIBRARY SCIENCE 15 / 85 = 0.176 2016 Q1 T1 GEOGRAPHY, PHYSICAL 19 / 49 = 0.388 2016 Q2 T2 COMPUTER SCIENCE, INFORMATION SYSTEMS 46 / 146 = 0.315 2016 Q2 T1 1.149 2016 Geography, Planning and Development 2016 Q1 Library and Information Sciences 2016 Q1 Information Systems 2016 Q1 info:eu-repo/semantics/article info:eu-repo/semantics/acceptedVersion Brunetti, M. Cortesi, N. (orcid)0000-0002-8518-9177 Gonzalez-Hidalgo, J. Universidad de Zaragoza 3006 430 Universidad de Zaragoza Dpto. Geograf. Ordenac.Territ. Área Geografía Física 30, 11 (2016), 2109-2132 Int. j. geogr. inf. sci. INTERNATIONAL JOURNAL OF GEOGRAPHICAL INFORMATION SCIENCE 1365-8816 857306 http://zaguan.unizar.es/record/77258/files/texto_completo.pdf Postprint 29338 http://zaguan.unizar.es/record/77258/files/texto_completo.jpg?subformat=icon icon Postprint oai:zaguan.unizar.es:77258 articulos driver 2020-02-21-13:38:44 ARTICLE