USDA and NASA Set Out Plan to Bring Earth Observation Data Into Agricultural Statistics

USDA and NASA are formalizing a path for space-based observations and geospatial analysis to inform agricultural statistics. The memorandum signed October 26, 2026, by U.S. Secretary of Agriculture Brooke L. Rollins and NASA Administrator Jared Isaacman lays out a framework for technical cooperation, with potential applications ranging from crop-condition indicators to estimates of planted and harvested acreage.

The work takes aim at a practical data challenge: making agricultural information more timely, accurate and useful for farmers, ranchers and the teams that produce statistics. NASA contributes Earth observation data and technical capabilities; USDA brings agricultural expertise and statistical requirements. The agreement is intended to connect those strengths through shared methods, data access discussions and technical review.

From satellite data to agricultural statistics

The agreement takes effect immediately and covers cooperation on Earth observation, geospatial analytics and statistical methods. Its scope may also include remote sensing science, modeling, geospatial data engineering and super intelligence/machine learning (SI/ML), subject to support from the participating organizations. The areas listed in the document are starting points, with room to identify further work as priorities change.

NASA’s observations can describe conditions across broad areas and at repeated intervals. Turning those observations into useful agricultural information takes additional steps: selecting relevant measurements, combining them with other data, developing models and checking estimates against sound statistical frames and ground data. The agreement’s focus on methodology and validation acknowledges that a satellite signal alone does not make a reliable acreage or yield estimate.

Among the potential areas for joint review are crop-condition indicators, yield models, planted and harvested area estimates, and assessments of disaster impacts. The participants may examine how algorithms address bias, quantify uncertainty and validate results. Those checks matter because estimates can guide decisions across agriculture, and users need to understand both what a model indicates and how much confidence to place in it.

Shared data and production systems

The plan also calls for regular technical exchanges to align USDA’s statistical needs with NASA Earth science missions and data products. Those products may include satellite observations, model outputs and derived geophysical variables. The practical question is how to connect each dataset to a defined agricultural use, then make the resulting information workable within USDA’s production operations.

Access and infrastructure are part of that effort. The agencies expect to discuss scalable ways to reach NASA data archives, cloud-native geospatial formats, application programming interfaces (APIs) and workflow orchestration. These building blocks can shape how data moves from an archive into analysis and production. A useful system has to support repeatable workflows as well as access to the underlying observations; the agreement names both as subjects for discussion, without prescribing a specific technical solution.

Regular exchanges could help specialists compare requirements early, identify mismatches in data formats or methods, and decide where further evaluation is needed. That kind of coordination is especially relevant when a data product is designed for broad Earth science use but must be assessed for a specific agricultural statistic. The MOU creates a setting for that technical work, while leaving individual methods and applications open for development.

A longer working relationship, with new priorities

USDA and NASA have worked together over time, and the source says new opportunities to improve agriculture and environmental observation began drawing attention in December 2025. The agencies explored ways to advance American and global agriculture, observe the environment and contribute to better human health. The October agreement now describes areas where that cooperation could be organized around agricultural statistics and USDA’s modernization priorities.

Rollins has framed the effort around applying technology, research and development to U.S. agriculture, including improvements to acreage and yield estimation. Isaacman has emphasized combining NASA’s sensing, computing and analytical capabilities with USDA’s knowledge of agriculture. He also pointed to understanding crop conditions and natural hazards, alongside exploratory research with uncertain outcomes but potential scientific value.

The MOU supports USDA’s Data Modernization Plan, launched by Rollins the previous month. That plan is described as a way to put farmers first, reduce unnecessary burdens on producers and improve the timeliness, accuracy and usefulness of agricultural data. The new agreement gives that modernization work a defined technical avenue for discussions with NASA, while its broad scope allows future areas of cooperation to emerge.

The clearest measure of progress will be whether the two organizations can turn shared observations and methods into validated information that fits USDA’s statistical work. For now, the agreement establishes the topics and the working structure: align mission data with agricultural needs, explore practical access and infrastructure, and review methods against credible validation data.

Posted: October 26, 2026

Source: U.S. Department of Agriculture