Current UCUI
68/100
Moderate-High Uncertainty
+4 points from prior reading
Potato Market Intelligence
Potato Satellite Crop Monitoring
Potato satellite crop monitoring provides repeated regional observations of crop development, but imagery is most useful when tied to planting dates, weather, variety, and ground evidence. Growers and processors can identify persistent basin-level divergence and focus field checks where contracted supply is commercially important.
Market Data
How to read this market
Potato satellite-crop-monitoring data uses repeated earth-observation imagery to track planted fields, emergence, canopy development, stress, senescence, and harvest progression across potato regions. The market object is the observed crop area tied to date, sensor, crop stage, field or district, and confidence.
Use the data to compare sourcing basins, identify persistent deviations from normal development, and target field verification where commercial exposure is greatest. Interpret imagery with planting dates, weather, irrigation, variety, and ground evidence rather than treating one vegetation signal as a direct yield estimate.
Data Module
Potato Satellite Crop Monitoring
Market objectobserved potato acreage
Primary signalcrop-development change
Key dimensionsregion, date, sensor, crop stage
Geographyfield to sourcing basin
Commercial useearly-warning monitoring
Compare withweather, field reports, contracts
Analysis
Why this matters
Satellite monitoring matters because it can reveal regional divergence before harvest statistics exist, but timing effects can resemble crop stress. Delayed planting, cloud contamination, normal senescence, and harvest can all weaken a signal without implying lost yield.
The commercial interpretation comes from persistence and corroboration. A weak signal in a major contracted basin deserves more weight than the same anomaly in a small, commercially irrelevant area.
Signal 01
Usable Crop Uncertainty Index
UCUI translates crop and market complexity into a simple uncertainty signal. Higher readings indicate greater uncertainty—not necessarily higher prices.
Understand uncertainty. Anticipate risk. Act earlier.
UCUI is designed to analyze potato-industry publications and data signals across regions, varieties, weather, disease, storage, supply, and demand.
WeatherHigh
DiseaseHigh
StorageMedium
SupplyMedium
Single-day snapshot based on a scan of 11,500+ web and social signals. Get historical and real-time data by clicking the button below.
The MassGain Daily
Today’s market analysis.
A daily editorial synthesis of physical potato data, crop signals, market reporting, and what participants should watch next.
September 16, 2026Latest MassGain publication
Potato market steady for now; Russia’s smaller crop is the salient risk
Spot prices are flat and USDA terminal reports read ‘market steady,’ but a renewed forecast for a smaller Russian harvest and recent regional harvest stress leave seasonal import timing and storage losses as the key uncertainty.
Signal 02
MassGain Potato Index
Independent physical-pricing intelligence and market-trend analysis for procurement, forecasting, contracting, and scenario planning.
Core Russet Carton Median
312.45 USD/MT
Latest qualifying physical-market observation
+4.75 (+1.55%)
Price discovery for the physical potato market
MPI is designed to track physical pricing data, price trends, deltas, and divergences across regions and potato types.
Series window45 days
Current public coverageCore russet cartons
Primary source basisQualifying USDA physical rows
UnitUSD per metric tonne
Single-day snapshot based on most recent 45 days worth of data. Limited to US Russets only. Get more complete, global data about all varieties by clicking the button below.
Signal 03
MassGain Spot Reference
An independent spot reference designed for price discovery, contract discussions, procurement comparisons, and risk modeling.
Russet Burbank — U.S. Midsize
305 USD/MT
Demonstration reference format
+1.6% WoW · Confidence: High
A trusted benchmark for pricing, contracts, and risk
MSR is intended to use real transactions and verifiable physical-market data to support negotiations, price checks, contracting, and risk models.
ProductRusset Burbank
SpecificationU.S. midsize, 40–70 count
Reference typePhysical spot benchmark
StatusIn development
Based on most recent 45 days worth of data. Limited to US Russets only. Get more complete, global data about all varities by clicking the button below. Full access also includes historical data -- including depreciated NYMEX/CBOE/EEX spot references -- projections, trends, and AI-driven insights.
The MassGain Product Ladder
From insight to intelligence to action
Four integrated products built for the physical potato market, delivered through public pages, reports, exports, dashboards, and API access.
1
Content
Original research, commentary, aggregated news, and market updates.
- What matters right now?
- What is happening out there?
2
UCUI™
Usable Crop Uncertainty Index: an AI-powered signal of crop risk and market uncertainty.
- Understand uncertainty
- Anticipate risk
- Act earlier
3
MPI™
MassGain Potato Index: independent physical-pricing intelligence and trend analysis.
- Price discovery
- Regional trends
- Procurement planning
4
MSR™
MassGain Spot Reference: an independent benchmark for price discovery and risk modeling.
- Contracts
- Negotiations
- Risk models
Content + UCUI + MPI + MSR + API access
Get historical series, regional detail, constituent data, exports, alerts, and direct data access.
Overview
Who is this for?
This page is for growers, processors, agricultural lenders, insurers, and supply planners that need regional visibility into potato crop development. Satellite crop monitoring uses repeated imagery and derived indicators to observe planted area, emergence, canopy development, stress, senescence, harvest progression, and unusual field conditions. MassGain helps users connect those signals with weather, historical yield, regional prices, contracted supply, and commercial exposure.
Satellite observations are most useful when interpreted with crop calendars, field boundaries, variety and irrigation context, and ground evidence. A lower vegetation signal may reflect delayed planting, cloud contamination, normal senescence, harvest, or genuine stress. MassGain combines remote observations with planting progress, temperature, rainfall, crop reports, storage carryover, processor demand, and market behavior. Growers can compare fields or regions, processors can refine intake and coverage forecasts, and lenders can identify portfolios requiring updated field information. The platform emphasizes scenario ranges rather than claiming precise yield from imagery alone. MassGain does not replace field scouting, agronomy, or official production estimates. It provides a market-intelligence framework that turns satellite signals into earlier, region-specific questions about supply timing, usable production, and procurement risk.
Use Case
A processor sees slower canopy development in the basin serving its largest plant. MassGain compares satellite signals with planting dates, weather, historical outcomes, and alternate-region supply, prompting a targeted coverage option rather than a companywide shortage assumption.
FAQs
What can satellite monitoring observe?
It can support analysis of acreage, emergence, canopy, stress, senescence, harvest, and regional crop progression.
Can satellite data predict exact potato yield?
Not reliably by itself. Ground data, weather, variety, irrigation, and historical calibration remain important.
How does MassGain use satellite signals?
It combines them with crop calendars, weather, prices, contracts, demand, and regional supply scenarios.
Put this market intelligence to work
Get historical data, regional detail, benchmarks, alerts, exports, and API access tailored to your procurement
and market-analysis needs.
Data and Methodology
Professional market-data standards
MassGain is building transparent public market infrastructure. Each live metric will identify its date, unit, coverage, methodology, and source basis.
Data provenance
MassGain uses public, licensed, contributed, and independently derived physical-market information. Source availability and publication schedules vary.
Timing and revisions
Figures may reflect the latest available observation rather than a same-day transaction. Source data and MassGain calculations may be corrected, restated, or revised.
Not transactional pricing
MassGain figures are informational reference values and do not constitute executable bids, offers, settlements, or guarantees that a transaction can occur at the displayed value.
No individualized advice
Content and data are provided for informational and analytical purposes and do not constitute financial, investment, legal, trading, or individualized procurement advice.
Independent publication
Certain observations may be derived from USDA reports. MassGain is independent and is not affiliated with or endorsed by the USDA.
Commercial use and licensing
Public display does not grant rights to reproduce, redistribute, republish, or incorporate MassGain indices or references into commercial products or contracts without authorization.