AgricultureFeature engineering and temporal alignment for crop-stage-aware forecastingrecently upgraded production workflow with annual offseason model maintenance.

Phenology-aligned yield modeling with replacement land-surface-temperature data

Gro updated its AI so crop data is compared by plant growth stage instead of calendar date, and it swapped in new temperature data when an old satellite source became unreliable.

10.0

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Executive Brief

Business Problem Solved

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Value Drivers

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Technical Analysis

Model Strategy

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Data Strategy

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Market Signal

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Part of Application

Phenology-Aligned Yield Modeling with Replacement Land Surface Temperature Data

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Source

https://www.dtnpf.com/agriculture/web/ag/crops/article/2023/08/02/2023-dtn-digital-yield-tour-3-things