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Growing seasons in Alaska have been extending further into the year in response to climate warming, potentially enabling increased carbon dioxide absorption through greater productivity of marsh cinquefoil (Comarum palustre) plants and other vegetation, but also potentially enabling increased output through greater heterotrophic respiration ( generated by the activity of soil microorganisms). Hydrologist Yonghong Yi and her colleagues developed a model incorporating numerous inputs years of solar radiation and snow cover data among them to evaluate the effects of warming on the balance in Alaska, concluding that net is likely to increase if warming hastens spring snow melt.