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You can measure things with a linear scale. Practically impossible with a non-linear scale.
You can not convert that. Square meters and linear meters measure completely different things.
they are used for working algebra things
They are two different things. A square foot is a measure of area. A linear foot is a measure of length or distance.
An equation is a statement that two things are equal. A function is a rule or process that gives you a value if you give it something in its domain (the set of things on which it is defined) as an argument. Functions on numbers that are defined by a rule can usually be expressed by an equation. A linear function is one that can be defined by a linear equation.