Such a detailed study was beyond the scope of this Methimazole project. The meteorological validation only covered six sites and so only gives a coarse assessment of the quality of the data. The results were also very specific to the WIND Toolkit’s use for wind integration studies. Because requirements may differ, we encourage users to carry out appropriate validation for their own applications. R code that we used for validation is available upon request .