Current UCUI
68/100
Moderate-High Uncertainty
+4 points from prior reading
Potato Market Intelligence
Potato Drone Crop Monitoring
Potato drone crop monitoring provides high-resolution evidence for investigating anomalies detected by satellites or field reports. Growers and processors can quantify affected acres inside specific contracted fields and connect the findings with expected yield, quality, delivery timing, and plant exposure without extrapolating one field to a region.
Market Data
How to read this market
Potato drone-crop-monitoring data provides high-resolution imagery for stand counts, canopy mapping, stress, disease patterns, drainage, irrigation, damage, and harvest readiness. The market object is a georeferenced field observation tied to flight date, sensor, resolution, crop stage, and processing method.
Use drone data to investigate local anomalies identified by satellites or field reports and to quantify affected acres within contracted fields. Connect findings with expected yield, quality, delivery timing, and plant exposure rather than extrapolating one field image to a whole region.
Data Module
Potato Drone Crop Monitoring
Market objecthigh-resolution field observation
Primary measuresstand, canopy, stress, damage
Key dimensionsfield, flight date, sensor
Commercial useanomaly verification
Best rolelocal investigation
Compare withsatellite, scouting, contracts
Analysis
Why this matters
Drone monitoring resolves detail that broad satellite signals may miss, but that strength can also tempt users to overgeneralize localized damage. A severe patch within one field may have little regional significance.
Commercial interpretation should quantify affected contracted acreage and expected output before changing supply assumptions. Drone evidence is strongest as a verification layer within a broader crop model.
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, agronomists, producer groups, processors, and lenders that use drones to monitor potato fields at high spatial resolution. Drone imagery can support stand counts, emergence checks, canopy mapping, stress detection, disease scouting, drainage review, irrigation assessment, damage documentation, and harvest planning. MassGain connects these detailed observations with regional weather, satellite data, crop stage, contracts, historical yield, and market exposure.
Drone data is especially useful for investigating anomalies detected at broader scale. A satellite signal may identify a weak area, while drone imagery can show whether the cause is poor emergence, water stress, disease, compaction, or localized damage. MassGain preserves flight date, sensor, resolution, field boundary, and processing method and helps compare observations across time. Growers can prioritize scouting and management, processors can refine contracted-crop forecasts, and lenders or insurers can focus verification where the evidence indicates material exposure.
The service does not diagnose every field issue automatically or replace agronomic inspection. It provides the framework for turning detailed imagery into traceable crop intelligence and linking affected acres with expected volume, quality, delivery timing, and regional supply. This makes drone monitoring commercially actionable without extrapolating a local image to an entire market.
Use Case
A satellite anomaly appears in several contracted fields. Drone flights reveal that most of the affected area is temporary ponding, while a smaller section has lasting stand loss. MassGain updates the contracted yield scenario using the confirmed damaged acres and prevents the processor from overstating the regional shortfall.
FAQs
What can drones monitor in potato fields?
Emergence, canopy, stress, disease patterns, drainage, irrigation, damage, and harvest readiness.
Why combine drone and satellite data?
Satellites provide broad repeat coverage, while drones provide detailed local investigation.
How does MassGain connect drone findings with supply?
It maps affected fields to contracts, expected yield, quality, delivery timing, and market exposure.
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.