How do I know what encoding scheme to use when converting a string to a byte array

public static byte[] StringToByteArray1(string str)
    {
        return Encoding.ASCII.GetBytes(str);
    }

    public static byte[] StringToByteArray2(string str)
    {
        return Encoding.UTF8.GetBytes(str);
    }