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A set of weather Icons, purchasable here: 
This file includes all the illustrations in psd, png and jpg formats. The psds are fully Layered with Layer Styles and Layer Masks intact: you can modify and create new icons using the elements and Layers in this set. There’s also a bonus icon inside!

These icons are designed using real photos as reference.