Renewable energy sources reduce dependence on fossil fuels rather than increase it. The other options are valid advantages of renewable energy, such as reducing greenhouse gas emissions, offering lower costs in the long term, and ensuring sustainable resource availability. Therefore, the correct answer is "Dependence on Fossil Fuels," as it is not an advantage.