RT Journal Article T1 Disentangling the relative role of climate change on tree growth in an extreme Mediterranean environment A1 Madrigal González, Jaime A1 Andivia Muñoz, Enrique A1 Zavala, Miguel A. A1 Stoffel, Markus A1 Calatayud, Joaquín A1 Sánchez Salguero, Raúl A1 Ballesteros Cánovas, Juan AB Climate change can impair ecosystem functions and services in extensive dry forests worldwide. However, attribution of climate change impacts on tree growth and forest productivity is challenging due to multiple inter-annual patterns of climatic variability associated with atmospheric and oceanic circulations. Moreover, growth responses to rising atmospheric CO2, namely carbon fertilization, as well as size ontogenetic changes can obscure the climate change signature as well. Here we apply Structural Equation Models (SEM) to investigate the relative role of climate change on tree growth in an extreme Mediterranean environment (i.e., extreme in terms of the combination of sandy-unconsolidated soils and climatic aridity). Specifically, we analyzed potential direct and indirect pathways by which different sources of climatic variability (i.e. warming and precipitation trends, the North Atlantic Oscillation, [NAO]; the Mediterranean Oscillation, [MOI]; the Atlantic Mediterranean Oscillation, [AMO]) affect aridity through their control on local climate (in terms of mean annual temperature and total annual precipitation), and subsequently tree productivity, in terms of basal area increments (BAI). Our results support the predominant role of Diameter at Breast Height (DHB) as the main growth driver. In terms of climate, NAO and AMO are the most important drivers of tree growth through their control of aridity (via effects of precipitation and temperature, respectively). Furthermore and contrary to current expectations, our findings also support a net positive role of climate warming on growth over the last 50 years and suggest that impacts of climate warming should be evaluated considering multi-annual and multi-decadal periods of local climate defined by atmospheric and oceanic circulation in the North Atlantic. PB Elsevier SN 0048-9697 YR 2018 FD 2018-11 LK https://hdl.handle.net/20.500.14352/128490 UL https://hdl.handle.net/20.500.14352/128490 LA eng NO Madrigal-González, J., Andivia, E., Zavala, M. A., Stoffel, M., Calatayud, J., Sánchez-Salguero, R., & Ballesteros-Cánovas, J. (2018). Disentangling the relative role of climate change on tree growth in an extreme Mediterranean environment. Science of The Total Environment, 642, 619-628. https://doi.org/10.1016/j.scitotenv.2018.06.064 NO AcknowledgementsThis study has been funded by the Ministry of Economy, Industry and Competition of Spain (MINECO grants FUNDIVER, CGL2015-69186-C2-2-R; P.I. MAZ). J.M.G. was funded by a postdoctoral fellowship at the Universidad de Alcalá in 2016–2017 and more recently as Scientific Collaborator at the University of Geneva. J.A.B.C. and M.S. acknowledge financial support from the Institute for Environmental Sciences, University of Geneva. E.A. was supported by the post-doctoral grant ‘Ayudas para contratos para la formación postdoctoral’ (FPDI-2013-15573) from the Ministry of Economy of the Spanish Government. R.S.-S. is supported by Postdoctoral Grant IJCI-2015-25845 (Fondo Europeo de Desarrollo Regional funds) and CoMo-ReAdapt project (CGL2013-48843-C2-1-R) (Spanish Ministry of Economy, Industry and Competitiveness). NO European Commission NO Ministerio de Economía Industria y Competitividad (España) NO Universidad de Alcalá NO Université de Genève DS Docta Complutense RD 1 ene 2026