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Supporting data for "Granularity of model input data impacts estimates of carbon storage in soils"

dataset
posted on 2025-08-20, 02:47 authored by Serge Wiltshire, Patrick J Clemins, Brian Beckage
<p>The exchange of carbon between the soil and the atmosphere is an important factor in climate change.  Soil organic carbon (SOC) storage is sensitive to land management, soil properties, and climatic conditions, and these data serve as key inputs to computer models projecting SOC change.  Farmland has been identified as a sink for atmospheric carbon, and we have previously estimated the potential for SOC sequestration in agricultural soils in Vermont, USA using the Rothamsted Carbon Model.  However, fine spatial-scale (high granularity) input data are not always available, which can limit the skill of SOC projections.  For example, climate projections are often only available at scales of 10s to 100s of km2.  To overcome this, we use a climate projection dataset downscaled to <1 km2  (~18,000 cells).  We compare SOC from runs forced by high granularity input data to runs forced by aggregated data averaged over the 11,690 km2 study region.  We spin up and run the model individually for each cell in the fine-scale runs and for the region in the aggregated runs factorially over three agricultural land uses and four Global Climate Models.  </p> <p>In this repository are the downscaled climate input data that drive the RothC model, as well as the model outputs for each GCM.</p>

Funding

National Aeronautics and Space Administration: 80NSSC20M0122

United States Department of Agriculture: 1025208

U.S. National Science Foundation: OIA-1556770

History

Publisher

Zenodo

Theme

  • Not specified

ISO Topic Category

  • biota
  • farming

National Agricultural Library Thesaurus terms

climate change; carbon; data collection; climate; organic carbon; Vermont; models; land management; agricultural land; soil; computers; carbon sequestration

Pending citation

  • No

Public Access Level

  • Public

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