CROPIN INTELLIGENCEPotato Supply & Quality
Engine: OrbitAI SAMPLE · FORECAST ILLUSTRATIVE, USDA FIGURES SOURCED
Field-to-plant supply & quality outlook · Snake River Plain · russet processing crop

Potato, Bingham County, Idaho · 2025 crop

Pre-harvest · 04 Sep 2025147 detected fields · 60,556 acUnits: cwt · cwt/ac
Built for Processors · regional and global buyers Crop insurers & reinsurers Ag lenders Table-market shippers
Processing-grade raw supply, Bingham 2025
~17.6M cwt
SUPPLY −10% YoY · QUALITY WATCH: sugar-ends & size · confidence: Medium-Low

Contracted acreage confirmed down 8.6% and a warm, dry August through bulking pulls both tonnage and processing quality lower. Expect a shortfall to contract and thin open-market cover.

County production~25.1M cwt
Processing (~70%)~17.6M cwt
Fresh / table (~25%)~6.3M cwt
Seed (~5%)~1.3M cwt
Read available ~12 mo before NASS county data
Detected area 2025
60,556 ac
−8.6% YoY
Forecast yield
~415 cwt/ac
−1.2% vs 2024
Sugar-end risk
Elevated
heat at maturation
Size profile
Smaller
dry Aug at bulking
01

Supply by end-use channel

County production routed to the three demand channels. Each buyer keys on a different slice, processors on the 70%, shippers on the 25%, seed dealers on the 5%.

Processing~70%
17.6M cwt
Frozen fries, chips, dehydrated, contract-bound
Fresh / table~25%
6.3M cwt
Carton / count size grades, open & contract
Seed~5%
1.3M cwt
Certified seed for next-year plantings
Channel split applies the U.S. utilization mix (≈70 / 25 / 5) to the county forecast; a plant-catchment version narrows this to a named processor’s draw area.
02

Quality outlook, the number that sets contract value

For processing potatoes, quality decides price as much as tonnage. These attributes are modelled from the season’s heat, moisture and growing-degree-day signals.

Attribute2025 readDirectionDriverWho it hits
Dry matter / specific gravityAdequate (~1.080)flatGDD on track; late heat a slight dragFry & chip
Tuber size profileSkewing smallerlowerDry August at peak bulkingFry (length) · fresh (carton)
Sugar ends / reducing sugarsElevated riskworseHeat + stress at maturationFrozen-fry (fry colour)
Skin finish / defectsWatchworseScab & black scurf present in dataFresh / table
Storability / bruiseWatchworseWarm pulp temps into harvestProcessors (storage)
Sugar ends are the #1 frozen-fry reject cause, the single most valuable early flag for a fry processor’s storage-vs-process scheduling.
03

Season drivers & three-year rollup

August precipitation−6.7 mm
Dry through peak bulking
Aug–Sep temperature+1.6 / +2.1 °C
Above normal at maturation
NDVI, JuneBelow normal
Canopy lagging; late-season EO incomplete
May precipitation+81 mm
Wet spring aided emergence
SeasonFieldsArea (ac)Yield (cwt/ac)Production (cwt)YoY
202315171,260421.830.06MNot available
202414866,230420.127.82M−7.4%
2025 (fcast)14760,556~415~25.1M−9.8%
2023–24 computed from harvested-field records in the dataset; 2025 yield/production are model forecasts.
04

What each buyer does with this

Processor
Processing procurement teams
Decision
How much open-market to buy to cover contract shortfall; which lots to process first.
Keys on
Processing-grade tons · sugar-end risk · size profile.
Action
Pre-book cover early; schedule sugar-end-risk lots for immediate processing, not storage.
Cadence
Weekly through harvest.
Crop insurer / reinsurer
yield & quality peril
Decision
Reserving and claims exposure across insured Bingham fields.
Keys on
Field-level yield-loss probability · peril attribution (heat / dry August).
Action
Flag high-loss-probability fields for reserves; use EO attribution to validate and fast-track claims.
Cadence
Event-driven + end-of-season.
Ag lender
operating & crop loans
Decision
Collateral value and repayment risk per borrower.
Keys on
Expected production × contract price, per operation.
Action
Re-grade risk where production trends short; watch borrowers exposed to contract cuts.
Cadence
Quarterly / at renewal.
Table-market shipper
fresh / retail pack
Decision
Fresh-grade sourcing volume, timing and pack-out planning.
Keys on
Fresh-size profile · fresh-grade tons · harvest timing.
Action
Lock fresh supply early given the smaller-size skew; plan pack lines for the size mix.
Cadence
Weekly in season.
05

Contract-delivery & cover risk

Contracted supply is short and cover is thin

Northwest processors cut 2025 contract volumes 5–15% (some 40%+), and Cropin detects Bingham acreage down 8.6% on top of a soft yield. Contracted lots will likely deliver at or below contract tonnage, while open-market cover is scarce because the shortfall is regional, not field-specific. For a processor, the action is to secure cover now and prioritise sugar-end-risk lots for early run, waiting until harvest confirms the gap means competing for the same thin open-market spuds.

06

Methodology, benchmark & accuracy

MetricCropin (Bingham)USDA (Idaho state)Read
2023 yield (cwt/ac)421.8~435~3% below state
2024 yield (cwt/ac)420.1~430~2% below state
2023→24 production−7.4%−5.4%Direction matches
Data inputs (from the dataset)
  • Field-boundary detection (164 polygons)
  • NDVI / canopy vigour, monthly
  • Water-stress & drought class
  • Daily temp, precip, GDD vs normal
  • Disease probabilities (blight, scab, black scurf)
  • Per-field area & yield history
Accuracy read

Cropin’s county yield sits ~2–3% below the Idaho state mean, consistent with a genuine county/sub-sample difference, and the YoY change tracks USDA’s direction. Absolute county error can’t be scored against public data (NASS county potato figures are sparse/withheld).

The advantage for these buyers: unlike a trader, a processor, insurer or lender can validate Cropin against their own delivery receipts, claims files and loan books, so ground truth exists privately, and a paid pilot can prove accuracy in one season.