Nanofiltration membranes are semi-permeable membranes that operate at the nanoscale to filter out various contaminants, including heavy metals, organic compounds, and salts. These membranes are particularly effective because they can selectively remove specific particles while allowing water to pass through, resulting in cleaner and safer water.