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In the framework of the interdisciplinary FORBIO Climate research project,the Royal Meteorological Institute of Belgium is in charge of providing highresolution gridded past climate data (i.e. temperature and precipitation).This climate data set will be linked to the measurements on seedlings,saplings and mature trees to assess the effects of climate variation on treeperformance. This paper explains how the gridded daily temperature (minimumand maximum) data set was generated from a consistent station network between1980 and 2013. After station selection, data quality control procedures weredeveloped and applied to the station records to ensure that only validmeasurements will be involved in the gridding process. Thereafter, the set ofunevenly distributed validated temperature data was interpolated on a4 km × 4 km regular grid over Belgium. The performance ofdifferent interpolation methods has been assessed. The method of kriging withexternal drift using correlation between temperature and altitude gave themost relevant results

The FORBIO Climate data set for climate analyses