The Oasis dataset was generated through a site-responsive design research process that integrated material testing, environmental observation, and basic digital modelling to explore how locally sourced materials and passive strategies could support a low-impact, net-zero architectural intervention. Environmental and energy data—including sun path, wind direction, and thermal behaviour—were gathered using open-source tools and simple simulations, while the SCADA concept was framed as a speculative, low-tech system prioritizing accessibility and pedagogical value.