Clouds strongly influence weather and climate, yet long-term observations are rare in southern Europe. We analyzed five years of measurements in Granada, Spain, to study how different cloud types vary through the seasons. We developed a new method that improves cloud classification and found clear differences in height, thickness, and water content. These results provide valuable reference data to support satellite observations and climate models.