“…To test whether population pairs in more ecologically similar habitats exhibit higher degrees of convergence, we measured aspects of water quality in situ (temperature, pH, specific conductivity, dissolved oxygen, and H2S concentration) and downloaded 19 geospatial variables that describe climatic variation for each sulfide spring (28). Principal component (PC) analysis indicated that different springs primarily segregated along the first PC axis (Figure 2C), which was correlated with temperature, pH, and H2S concentration, as well as bioclimatic variables 1,4,6,7,9,11,12,13,14,16,17,18, and 19 (correlations: |0.20| < r < |0.28|; Table S1). In general, sulfide springs in Mexico (negative scores along PC axis 1) exhibited higher temperatures and H2S concentrations, lower pH, less seasonality, and more precipitation compared to the springs in Florida and the Dominican Republic (positive scores along PC axis 1).…”