Some characters are broken when connected by SSH

Local terminal:
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SSH on Windows Terminal
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I see that the Terminal on Manjaro is using “NotoSansMono Nerd Font”. Must I use the same font on Windows Terminal, too to make them look correct?

Not the same exact font…but one the supports glyphs/icons: