As a result of globally intensifying climate change effects, drought is becoming more prevalent and poses a threat to many areas, especially in water supply, agriculture, transportation, energy, and public health. Therefore, drought should be observed and analyzed regularly and effectively. A new approach has been put forward to make a temporal and spatial drought analysis based on provinces and regions in Turkey within the scope of the present study. In this context, 12-month Standardized Precipitation Index (SPI) values were calculated according to precipitation data from 1990-2020 in Turkey and processed spatially in the Geographic Information System (GIS) environment. After the areal sizes of the annual SPI data based on provinces were calculated, drought trends were revealed by applying both Mann-Kendall and innovative trend analysis tests on percentile areas. In the trend analysis of drought areas, ve different drought classes were taken into account, and a separate trend analysis was performed for each drought class. Signi cance levels of 1%, 5%, and 10% were applied in both trend tests. Drought trends at the scale of provinces and regions were evaluated after province-based areal trend maps were produced. According to the results, a decreasing trend was observed in humid categories in the Black Sea and Mediterranean Regions' coastal areas and the provinces located in the inner parts of the Eastern Anatolia Region. An areal change was also detected from relatively more humid or drier classes to near-normal classes. This study's results will positively contribute to long-term drought evaluation and monitoring studies on national and regional scales.