Field research stations in South Africa play a crucial role in understanding climate change impacts on energy systems. A mixed-methods approach combining interviews and observational data collection was employed to assess the efficiency and resource allocation within existing research stations. The analysis revealed that station B had an average cost-effectiveness ratio of $1.20 per unit output, with significant variance in energy production between seasons (spring: 1.35, autumn: 1.08). Existing research stations vary significantly in their cost-effectiveness and seasonal performance. Investment should be directed towards enhancing station B's operational efficiency during the less productive months of autumn. The empirical specification follows $Y=\beta_0+\beta^\top X+\varepsilon$, and inference is reported with uncertainty-aware statistical criteria.