Addressing the increasing temperatures of the globe requires society-wide adaptation and mitigation efforts. One central challenge to these efforts is the resistance of groups to support broad policy efforts to reduce global temperatures, with particular resistance in the United States. While scholars have established the role of partisanship, ideology, demographic, and socio-economic factors in shaping support for or opposition to climate policy, we do not yet understand the role that racial and ethnic identity might play in these views. In this paper, we use pooled data from the Cooperative Congressional Election Data (Ntotal=241,800) to examine differences in attitudes about climate policy between Asian, Black, Latino, and white Americans. Comparing across groups, we demonstrate that the many core findings of scholarship on support for climate policy apply nearly exclusively to white Americans, with varying correlational effects for Asian, Black, and Hispanic Americans. Our efforts provide a much-needed examination of how racial identity shapes views on climate change and show that central, replicated results in scholarship on climate change apply largely to the views and behaviors of white Americans.