Current UCUI
68/100
Moderate-High Uncertainty
+4 points from prior reading
Potato Market Intelligence
Potato Irrigation Demand Forecast
A potato irrigation demand forecast estimates future water requirements from acreage, variety, crop stage, evapotranspiration, rainfall, soil moisture, irrigation efficiency, and water availability. MassGain adds regional crop, yield, price, and sourcing context so growers, processors, and lenders can identify where water pressure may become a supply risk.
Market Data
How to read this market
A potato irrigation demand forecast estimates future water requirements using acreage, variety, crop stage, evapotranspiration, expected rainfall, soil moisture, irrigation efficiency, and water availability. The forecast is most useful when connected to the regional crop and sourcing exposure that depends on that water.
MassGain adds crop, yield, price, and market context so growers, processors, and lenders can identify when irrigation pressure may become a production or quality risk.
Data Module
Irrigation demand context
Acreagearea requiring water
Crop stagetiming of peak demand
Weatherheat, rainfall, and evapotranspiration
Water supplyreservoir, allocation, or pumping constraint
Efficiencyfield irrigation performance
Decision usecrop planning and regional supply monitoring
Analysis
Why this matters
Irrigation demand becomes commercially important when water availability or pumping economics constrain the crop during sensitive growth stages. The same weather pattern can matter little in one basin and materially reduce yield or solids in another.
MassGain helps connect water stress with downstream potato exposure. The analytical goal is targeted contingency, not assuming a regional irrigation issue implies total crop failure.
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 10, 2026Latest MassGain publication
Potato prices quiet at $30/cwt as regional harvest damage buzzes beneath the surface
Market indicators are stable, but reporting from Europe and select growing areas shows real, localized crop stress — a reminder that steady headline prices can mask uneven physical risk.
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 is for growers, irrigation managers, processors, lenders, and regional supply planners that need to estimate potato water requirements before and during the growing season. A potato irrigation demand forecast combines planted acreage, variety, crop stage, weather, evapotranspiration, soil moisture, expected rainfall, irrigation efficiency, and water availability into a forward range. MassGain’s potato data suite adds regional crop and market context so users can understand where water pressure may become a production, quality, or supply-chain risk.
For growers, the forecast supports irrigation scheduling, energy planning, labor, and decisions about allocating limited water among fields. Processors can use aggregated regional demand to identify sourcing basins where water constraints may affect yield or processing quality. Lenders and risk teams may incorporate the outlook into crop and liquidity scenarios, particularly where pumping costs or allocation restrictions could materially change production economics.
MassGain does not replace local agronomy, irrigation technology, or water-authority information. It provides a market-intelligence layer that connects water demand with acreage, crop development, historical yield, regional prices, and processor exposure. This helps teams distinguish ordinary seasonal irrigation needs from a developing constraint that warrants earlier mitigation or closer monitoring.
Use Case
A processing region enters tuber bulking with below-normal reservoir levels and above-normal heat. MassGain combines acreage, crop stage, weather, and regional water signals to show that irrigation demand is likely to peak earlier than planned. The processor maps the exposure to contracted growers and plant coverage, while growers prioritize critical fields and update pumping budgets. Procurement reserves limited alternate-region volume rather than assuming the entire crop will fail.
FAQs
What inputs drive a potato irrigation demand forecast?
Acreage, crop stage, evapotranspiration, rainfall, soil moisture, variety, irrigation efficiency, and weather are key inputs.
Why does irrigation demand matter to potato buyers?
Water constraints can affect yield, size, solids, quality, harvest timing, and regional supply availability.
Does MassGain replace field-level irrigation scheduling?
No. It adds regional crop and market context that complements local agronomic and water-management systems.
Put this market intelligence to work
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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.