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Growing seasons in Alaska have been extending further into the year as a result of climate changes, 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 climate changes on the balance in Alaska, concluding that net is likely to increase if seasonal snow cover arrives earlier relative to the onset of soil surface freezing.