In arid regions, the conversion of deserts into agricultural land through irrigation is critical for food security but may intensify soil salinization processes. In this context, integrated and spatial soil quality assessment is essential for guiding sustainable management strategies. In this study, we developed a spatially explicit weighted Soil Quality Index (SQIw) and evaluated the effects of irrigation system (drip vs. surface) on soil salinity and fertility within an emerging irrigation sch