CROPIN INTELLIGENCEField-to-Supply Signals
Engine: OrbitAI SAMPLE · FORECAST ILLUSTRATIVE, USDA FIGURES SOURCED
County supply outlook · Snake River Plain · russet processing crop

Potato, Bingham County, Idaho · 2025 crop

Prepared 04 Sep 2025 (pre-harvest)Basis: 147 satellite-detected fieldsUnits: cwt/acre · cwt
!

There is no potato futures market

Unlike cocoa, coffee or sugar, potatoes have no liquid exchange-traded contract, U.S. potato futures were delisted decades ago. ~70% of the crop moves on processor contracts (frozen, chip, dehydrated), ~25% fresh, ~5% seed. So this note is not a futures call. Its buyers are processors, crop insurers, ag lenders and table-market shippers, and public-market or credit teams assessing sector exposure.

Cropin supply call, Bingham 2025
~415 cwt/ac
YIELD FLAT-TO-SOFT · production −9.8% YoY on lower acreage · confidence: Medium-Low

Detected acreage down 8.6%, and a warm, dry August through tuber bulking skews size and quality lower. Local raw supply into the regional processing corridor tightens versus 2024.

BenchmarkUSDA NASS
ID 2025 trendline yield461 cwt/ac
Cropin (Bingham)~415 cwt/ac
Below state trendline on field signals
County read ~12 mo before NASS county data
Detected area 2025
60,556 ac
−8.6% YoY
Forecast yield 2025
~415 cwt/ac
−1.2% vs 2024
Forecast production
~25.1M cwt
−9.8% YoY
Idaho state (2025 est.)
~136M cwt
USDA, ~flat
01

Headline forecast & supply call

For a crop with no exchange, the deliverable is a signed read on raw-supply volume and quality into the processing corridor, benchmarked against the USDA number buyers plan against, issued at harvest, a full crop cycle before NASS publishes county detail. The call: acreage confirmed lower, yield flat-to-soft, and a quality watch from late-season heat.

02

Three-season county rollup (detected fields)

SeasonFieldsArea (ac)Yield (cwt/ac)Yield (t/ha)Production (cwt)YoY prod
202315171,260421.847.2830.06MNot available
202414866,230420.147.0927.82M−7.4%
2025 (fcast)14760,556~415~46.5~25.1M−9.8%
Yield is production-weighted across detected fields. 2025 yield/production are model forecasts; 2023–24 are computed from harvested-field records in the dataset.
03

Driver attribution, 2025 growing season

August precipitation−6.7 mm
Dry through peak tuber bulking, size/quality risk
Aug–Sep temperature+1.6 / +2.1 °C
Above normal at bulking & maturation; heat stress
NDVI, JuneBelow normal
Canopy lagging; late-season EO incomplete
Spring water stressSevere (Apr–May)
Establishment stress; irrigation-buffered
May precipitation+81 mm
Wet spring aided emergence & early growth
Late blight probability53–68
Moderate; scab & black scurf also present
04

Scenario band, 2025 Bingham yield

Bull (higher)~435 cwt/ac
25%
Cool, wet finish extends bulking; quality holds
Base~415 cwt/ac
50%
Warm-dry August trims size; acreage down 8.6%
Bear (lower)~390 cwt/ac
25%
Heat persists; sizing & sugar-end defects rise
Yield scenarios; quality (fry-length, sugar ends, specific gravity) is the parallel risk that determines contract value, not just tonnage.
05

Delta from last report (Jul pre-season)

WhatMoveWhy it changed
Detected acreage−6% → −8.6%Final field detection confirmed processor contract cuts
Yield~425 → ~415Dry-August + heat signal added at bulking
Quality flag, → WatchLate-season heat raises sugar-end / size-defect risk
06

Signal dashboard

AlertMonthly
August moisture at bulking
Below normal
AlertDaily
Maturation-period heat
+2.1 °C
WatchMonthly
Canopy vigour (NDVI)
Below normal
WatchSeasonal
Disease pressure
Moderate
WatchContract
Processor contract cuts (NW)
5–15%
ContextQuarterly
Public-market processor exposure
Supply-cost read-through
07

Methodology, benchmark & accuracy

MetricCropin (Bingham detected)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 change−7.4%−5.4%Direction matches
2024 season-avg price (ID)Not available$11.70/cwt (US)Contract, not exchange
Data inputs (from the dataset)
  • Field-boundary detection (164 unique polygons)
  • NDVI / canopy vigour, monthly
  • Water-stress & drought-severity class
  • Daily temp, precip, GDD vs long-term normal
  • Disease probabilities: late/early blight, scab, black scurf
  • Per-field area & harvested yield history
Accuracy read (illustrative)
~2–3%
Yield gap to state avg
Match
YoY direction vs USDA
~12 mo
Lead vs NASS county data

No published Bingham-County ground truth exists (NASS county potato data is sparse/withheld), so absolute error is unverifiable at county level. The 2–3% gap to the Idaho state mean is consistent with a genuine county/sub-sample difference; the YoY change tracks USDA direction. Validate against processor delivery receipts or grower records before a buyer sizes on it.