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HarvestMaster (Juniper Systems) — On-combine and in-field plot-harvest measurements from research agriculture: georeferenced per-plot grain weight, moisture and test weight captured in real time during harvest, with motion- and slope-compensated accuracy while moving, plus — on the H3 line — raw near-infrared (NIR) spectra from an integrated SCiO sensor with ready-to-use crop calibrations for moisture, protein and oil that are maintained annually. Because the instruments are the standard instrumentation of plant-breeding and university yield trials, the accumulated corpus is plot-level genoty…
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On-combine and in-field plot-harvest measurements from research agriculture: georeferenced per-plot grain weight, moisture and test weight captured in real time during harvest, with motion- and slope-compensated accuracy while moving, plus — on the H3 line — raw near-infrared (NIR) spectra from an integrated SCiO sensor with ready-to-use crop calibrations for moisture, protein and oil that are maintained annually. Because the instruments are the standard instrumentation of plant-breeding and university yield trials, the accumulated corpus is plot-level genotype x environment harvest records across many breeding programs and seasons, each tied to a known variety/trial and calibration version.
From 20 yearsCoverage IndustrialsAsset class Equities · Commodities
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HarvestMaster (Juniper Systems) — On-combine and in-field plot-harvest measurements from research agriculture: georeferenced per-plot grain weight, moisture and test weight captured in real time during harvest, with motion- and slope-compensated accuracy while moving, plus — on the H3 line — raw near-infrared (NIR) spectra from an integrated SCiO sensor with ready-to-use crop calibrations for moisture, protein and oil that are maintained annually. Because the instruments are the standard instrumentation of plant-breeding and university yield trials, the accumulated corpus is plot-level genoty…
Harvestmaster offers (Alternative, Supply Chain, Geospatial) — Est. 10^6-10^7 plot records across the installed base and product lifetime: research trials generate hundreds to thousands of plots per trial, per season, per site, each with weight/moisture/test-weight plus (on H3) a full NIR spectrum per sample. Spectra dominate byte volume but remain modest (tens of GB); value is label density, not size..
Training NIR-spectroscopy-to-composition models for grain quality (the labelled spectrum/wet-chemistry pairs); varietal selection and genotype-by-environment modelling for seed breeders; crop stress and maturity phenotyping; precision-ag yield-map generation and validation; sensor and edge-model development for on-combine quality sensing; grain trading quality-assurance model calibration; satellite yield-model ground truthing at plot scale.
The data is with 20 years of history.
Coverage spans US, Europe; Agricultural & Farm Machinery; alternative, supply_chain, geospatial; equities, commodities.
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