A forecast model to estimate US soy prevent plant acreage at the county and national levels in advance of USDA FSA release. The model can be replicated every season and across several regions using available historical planting progress reports and geospatial data. Prevent plant affects yield for a given crop and also agricultural input demand. Prevent plant acreage is also a driver for insurance claims.

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