Drawn from the cultural-historical theories of knowing and doing science, this article uses the concept of professional vision to explore what scientists and experienced teachers see and articulate as important aspects of climate science practices. The study takes an abductive reasoning approach to analyze scientists' videotaped lectures to recognize what scientists pay attention to in their explanations of climate science practices. It then analyzes how ideas scientists attended align with experienced teachers' sense-making of scientific practices to teach climate change. The findings show that experienced teachers' and scientists' explanations showed alignment in the focus on scientific practices, but indicated variations in the temporal and spatial reasoning of climate data. Furthermore, the interdisciplinarity of climate science was emphasized in climate scientists' lectures, but was not apparent once scientists and teachers shared the same culture in meetings to provide feedback to preservice teachers. Given the importance of teaching through scientific practices in classrooms, this study provides suggestions to capture the epistemic diversity of scientific disciplines.