18 Pags.- 8 Tabls.- 9 Figs. ; We analysed recent evolution and meteorological drivers of the atmospheric evaporative demand (AED) in the Canary Islands for the period 1961–2013.We employed long and high-quality time series of meteorological variables to analyse current AED changes in this region and found that AED has increased during the investigated period. Overall, the annual ETo, which was estimated by means of the FAO- 56 Penman–Monteith equation, increased significantly by 18.2mmdecade1 on average, with a stronger trend in summer (6.7mmdecade1). In this study we analysed the contribution of (i) the aerodynamic (related to the water vapour that a parcel of air can store) and (ii) radiative (related to the available energy to evaporate a quantity of water) components to the decadal variability and trends of ETo. More than 90% of the observed ETo variability at the seasonal and annual scales can be associated with the variability in the aerodynamic component. The variable that recorded more significant changes in the Canary Islands was relative humidity, and among the different meteorological factors used to calculate ETo, relative humidity was the main driver of the observed ETo trends. The observed trend could have negative consequences in a number of water-depending sectors if it continues in the future. ; This work was supported by the research projects PCIN-2015-220, CGL2014-52135-C03-01, and Red de variabilidad y cambio climático RECLIM (CGL2014-517221-REDT), financed by the Spanish Commission of Science and Technology and FEDER; “IMDROFLOOD-Improved Drought and Flood Early Warning, Forecasting and Mitigation using real-time hydroclimatic indicators”, supported through the Water Joint programme Initiative “Water Challenges for a Changing World”; and Water Works 2014 Cofunded call and “LIFE12 ENV/ES/000536-Demonstration and validation of innovative methodology for regional climate change adaptation in the Mediterranean area (LIFE MEDACC)”, financed by the LIFE programme of the European Commission. Cesar Azorin-Molina (JCI-2011-10263), Arturo Sanchez-Lorenzo (JCI-2012-12508) and Marina Peña-Gallardo received grants from the Spanish Ministry of Economy and Competitiveness; Natalia Martin-Hernandez was supported by a doctoral grant by the Aragón Regional Government; and Miquel Tomas-Burguera was supported by a doctoral grant by the Ministerio de Educación, Cultura y Deporte. ; Peer reviewed