Top to bottom:
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Thick Stick
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Tree Branch
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Sturdy Wooden Stick
Considering that the trees in the sky are almost exlusively bright and have orange leaves, while the surface trees are usually darker, it does make sense that those weapons look different depending on the type of wood that was used. I still think it is a neat little extra detail that helps make the world feel more alive ;)
Oak and Birch perhaps?