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ConclusionsOur data-driven statistical analysis confirms that agricultural land use is a significant driver of SOC levels. Materials and MethodsSOC varies in complex but mostly predictable ways across the landscape. Spatial Prediction Model for Organic Carbon Density. Statistical Modeling and Prediction. AcknowledgmentsWe thank Emily Cheney for compiling the remnant valeria johnson vegetation soil carbon database and Rebecca McCulley for contributing data to the remnant native vegetation soil database.

The authors declare no conflict of interest. Internalizing problems available online through the PNAS open access option. OpenUrlAmundson R, et al. OpenUrlKlein Goldewijk K, Valeria johnson A, Van Drecht G, De Vos M (2011) The HYDE 3. OpenUrlCrossRefEllis EC, Fuller DQ, Valeria johnson JO, Lutters WG (2013) Dating the anthropocene: Towards an empirical global history of human transformation of the terrestrial biosphere.

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OpenUrlHengl T, et al. OpenUrlEggleston Valeria johnson, Buendia L, Miwa K, Ngara T, Tanabe KIntergovernmental Panel on Climate Change (2006) 2006 IPCC Guidelines for National Greenhouse Gas Inventories, Prepared by the NationalGreenhouse Gas Inventories Programme, eds Eggleston HS, Buendia L, Miwa K, Ngara T, Tanabe K (Institute for Global Environmental Strategies, Hayama, Valeria johnson. Ogle SM, Breidt FJ, Paustian K (2005) Agricultural management impacts on soil organic carbon storage under moist and dry climatic conditions of temperate and tropical regions.

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