Leveraging multi-source datasets with soil survey to improve the spatiotemporal evaluation of dynamic soil properties
- Lead PI: Yushu Xia , Benjamin C Bostick
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Unit Affiliation: Lamont-Doherty Earth Observatory (LDEO)
- October 2024 - September 2027
- Active
- Project Type: Research
DESCRIPTION:
Through collaboration with the NRCS soil survey team, we will design a modeling framework that tackles the spatial and temporal heterogeneity in dynamic soil properties. This framework will leverage multi-source datasets, including remote sensing imagery, soil survey data, management information, and environmental data layers, with deep learning algorithms. Uncertainties associated with model estimates will be used to inform future soil survey designs at different scales.