The United Kingdom is vigorously exploring renewable energy sources to minimize its reliance on fossil fuels. Solar power presents a promising opportunity due to the country's variable atmospheric conditions. A recent nationwide survey has been undertaken to precisely map the solar potential across the UK. This extensive study analyzes factors such