Current UCUI
68/100
Moderate-High Uncertainty
+4 points from prior reading
Potato Market Intelligence
Potato Irrigation Scheduling Data
Potato irrigation scheduling data combines crop stage, soil moisture, evapotranspiration, rainfall, weather, soil capacity, and system performance into a field-level water plan. Growers and processors can compare requirement with actual delivery to identify shared capacity or allocation constraints that may threaten yield, size, or contract performance.
Market Data
How to read this market
Potato irrigation-scheduling data combines soil moisture, evapotranspiration, rainfall, forecast weather, soil water-holding capacity, crop stage, and irrigation-system performance to guide when water is needed. The market object is the planned and actual water application schedule for a field or grower program.
Use the data to compare planned versus delivered irrigation, identify fields exposed to capacity or allocation constraints, and connect persistent deviations with yield, size, quality, and contract risk. Keep farm-control decisions separate from market analysis while using scheduling evidence to assess supply reliability.
Data Module
Potato Irrigation Scheduling Data
Market objectfield water schedule
Primary measurestiming and water requirement
Key dimensionscrop stage, soil, weather
Inputsmoisture, ET, rainfall, system capacity
Commercial usecontracted-crop risk
Compare withactual application and crop response
Analysis
Why this matters
A schedule is only as useful as the ability to execute it. Adequate modeled water demand can coexist with crop stress when pump capacity, district delivery, or equipment limits prevent timely application.
Commercial interpretation should therefore compare requirement with delivery. Shared constraints across many contracted fields can create regional supply risk even when individual crop models appear normal.
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, farm managers, irrigation advisers, and contract-production teams that need irrigation scheduling data for potato crops. Scheduling data combines crop stage, soil moisture, evapotranspiration, rainfall, forecast weather, soil water-holding capacity, irrigation-system performance, and field constraints to estimate when and how much water is needed. MassGain adds regional crop, supply, and market context around those operating inputs.
Potatoes are sensitive to both water deficit and excess, and the economic effect changes through the season. Poor timing can affect tuber set, size distribution, quality, disease, harvestability, and storage performance. MassGain helps users compare planned and actual irrigation, identify regions facing water restrictions or equipment constraints, and connect persistent deviations with yield and quality scenarios. Growers can prioritize fields and document decisions, while processors can understand whether contracted acres face a shared water risk.
The system does not replace irrigation controllers, agronomists, or local water recommendations. It provides a structured data layer that links farm-level scheduling with crop-development evidence and the commercial commitments dependent on that crop. This helps users recognize when an irrigation issue is isolated and manageable and when it may alter regional production, delivery timing, or specification-compliant supply.
Use Case
A contract grower’s irrigation system loses capacity during a hot week. MassGain combines ET, soil moisture, crop stage, and forecast weather to identify the fields with the greatest bulking risk. The grower reallocates water and informs the processor which delivery and size assumptions may need revision.
FAQs
What data supports potato irrigation scheduling?
Soil moisture, ET, rainfall, forecast weather, crop stage, soil capacity, and system performance are common inputs.
Why does irrigation timing matter?
Water stress or excess during sensitive stages can change yield, size, quality, disease, and harvest conditions.
Does MassGain control irrigation?
No. It connects scheduling evidence with crop, contract, and regional supply-risk analysis.
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.