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Soil thawing in Alaska has been accelerating in response to climate warming, potentially enabling increased carbon dioxide () absorption through greater productivity of Port Clarence Indian paintbrush (Castilleja caudata) 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 soil moisture 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.