TEMIS UV product validation using NILU-UV ground-based measurements in Thessaloniki, Greece
Authors: Zempila Melina-Maria , van Geffen Jos H. G. M. , Taylor Michael , Fountoulakis Ilias , Koukouli Maria-Elissavet , van Weele Michiel , van der A Ronald J. , Bais Alkiviadis , Meleti Charikleia , Balis Dimitrios 
Published: February 2017

Abstract. This study aims to cross-validate ground-based and satellite-based models of three photobiological UV effective dose products: the CIE erythemal UV, the production of vitamin D in the skin and DNA-damage, using high temporal resolution surface-based measurements of solar UV spectral irradiances from a synergy of instruments and models. The satellite-based Tropospheric Emission Monitoring Internet Service (TEMIS; version 1.4) UV daily dose data products were evaluated over the period 2009 to 2014 with ground-based data from a NILU-UV multifilter radiometer located at the Northern mid-latitude super site of the Laboratory of Atmospheric Physics, Aristotle University of Thessaloniki (LAP/AUTh) in Greece. For the NILU-UV effective dose rates retrieval algorithm, a neural network (NN) was trained to learn the nonlinear functional relation between NILU-UV irradiances and collocated Brewer-based photobiological effective dose products. Then the algorithm was subjected to sensitivity analysis and validation. The correlation of the NN estimates with target outputs was high (r = 0.988 to 0.990) and with a very low bias (0.000 to 0.011 in absolute units) proving the robustness of the NN algorithm. For further evaluation of the NILU NN derived products, retrievals of the vitamin D and DNA-damage effective doses from a collocated YES UVB-1 pyranometer where used. For cloud free days, differences in the derived UV doses are better than 2 % for all UV doses products, revealing the reference quality of the ground-based UV doses at Thessaloniki from the NILU-UV NN retrievals. The TEMIS UV doses used in this study, are derived from ozone measurements by the SCIAMACHY/Envisat and GOME2/MetOp-A satellite instruments, over the European domain in combination with SEVIRI/Meteosat based diurnal cycle of the cloud cover fraction per 0.5° × 0.5° (lat × lon) grid cells. TEMIS UV doses were found to be ~ 12.5 % higher than the NILU NN estimates but, despite the presence of a visually apparent seasonal pattern, the R2 values were found to be robustly high and equal to 0.92–0.93 for 1.588 all sky coincidences. These results significantly improve when limiting the dataset to cloud free days with differences of 0.57 % for the erythemal doses, 1.22 % for the vitamin D doses and 1.18 % for the DNA-damage doses, with standard deviations of the order of 11–13 %. The improvement of the comparative statistics under cloud-free cases further testifies to the importance of the appropriate consideration of the contribution of clouds in the UV radiation reaching the Earth's surface. For the urban area of Thessaloniki with highly variable aerosol the weakness of the implicit aerosol information introduced to the TEMIS UV dose algorithm was revealed by comparison of the datasets to aerosol optical depths at 340 nm as reported by a collocated CIMEL sunphotometer, operating in Thessaloniki at LAP/AUTh as part of the NASA Aerosol Robotic Network.