Atmospheric Radiation Measurement

What Atmospheric Radiation Measurement does

Atmospheric Radiation Measurement (ARM) is a U.S. Department of Energy Office of Science user facility established in 1989 that provides continuous, ground-based atmospheric measurements to the global scientific community. ARM operates three fixed observatories—the Southern Great Plains site in Oklahoma, the North Slope of Alaska site, and the Eastern North Atlantic site in the Azores—alongside mobile and aerial instrumentation platforms that can be deployed to regions of specific scientific interest. The facility is managed through a consortium of DOE national laboratories including Pacific Northwest National Laboratory (PNNL, headquartered in Richland, Washington), Argonne National Laboratory, Oak Ridge National Laboratory, and Brookhaven National Laboratory. As a federally funded user facility, ARM operates on a non-commercial basis: all data, instruments, and services are provided at no cost to researchers worldwide who submit peer-reviewed proposals for access. The facility has accumulated over 30 years of continuous, standardized atmospheric measurements spanning cloud properties, aerosol optical depth, radiation, and boundary layer dynamics.

ARM's core technology platform comprises an extensive array of atmospheric sensors including radar, lidar, radiometers, and aerosol spectrometers, all producing calibrated data streams in standardized formats. Recent technical development has focused on AI-readiness: the May 2026 launch of AI-ready infrastructure and the June 2026 release of high-resolution ARM Best Estimate (ARMBE) data sets represent deliberate investments in making the historical dataset more accessible to machine learning workflows. ARM has also deployed AutoML tools built on TPOT and AutoKeras frameworks to automate prediction of convective boundary layer properties, and is developing interpretable AI frameworks for atmospheric analysis. The 3D cloud position and aerosol optical depth products expand the dataset's granularity for model validation and satellite retrieval applications.

ARM's business model is that of a publicly funded scientific infrastructure provider, not a commercial entity. It generates no revenue from data sales, licensing, or service fees. All operating costs are covered through annual DOE appropriations, and access is allocated based on scientific merit rather than commercial terms. The user base consists of atmospheric scientists, climate modelers, satellite calibration teams, and educators at universities, government laboratories, and—to a limited extent—private research organizations globally. Recent field campaigns such as DUSTIEAIM in monsoon regions indicate continued expansion of geographic measurement coverage to address underrepresented atmospheric regimes.

Name

Atmospheric Radiation Measurement

Legal name

Atmospheric Radiation Measurement (ARM) User Facility

Website

https://arm.gov

Company type

Private

Founded year

1989

Operating status

Operating

Headcount range

51–100 employees

Short description

ARM is a U.S. Department of Energy user facility that provides free, continuous atmospheric measurements and instruments to the global scientific community through a network of fixed and mobile observatories managed by DOE national laboratories.

Ownership category

akta.pro rank

Product category

Atmospheric Research Data Services

NAICS

Space Research and Technology (927110), Search, Detection, Navigation, Guidance, Aeronautical, and Nautical System and Instrument Manufacturing (334511)

SIC

Industrial Instruments For Measurement, Display, And Control (3823), Services-Commercial Physical & Biological Research (8731)

akta.pro primary industry

Satellite Imagery & Remote Sensing Geospatial Platforms (BPAMANAM)

akta.pro secondary industry

Satellite/Aerial/Remote Sensing MRV (Methane plumes, land-use change) (EUAHADAL)

Keywords

• Atmospheric observations
• Climate research data
• Radiation measurements
• Atmospheric monitoring
• Earth system science

Headquarters

HQ city

Richland

HQ country

United States

HQ region

North America

Offices4 records

Markets served

GTM type

B2B

Offering type

Services

Revenue model

1. Government Funding: ARM is funded by the U.S. Department of Energy Office of Science as an interagency user facility. Data is made freely available to scientists around the world as part of DOE's mission to advance atmospheric research.

Pricing tiers

Go-to-market motion1 record

Distribution channels3 records

Marketing channels5 records

Core offering

ARM operates a ground-based atmospheric observations facility providing 30-plus years of continuous measurements of clouds, aerosols, radiation, and atmospheric interactions from three fixed observatories, mobile facilities, and aerial platforms spanning all seven continents and five oceans. The facility produces standardized science data products, value-added products, and modeling data freely available to the global scientific community for atmospheric and climate research.

Product overview

ARM (Atmospheric Radiation Measurement) User Facility is a U.S. Department of Energy Office of Science user facility providing 30-plus years of atmospheric measurements from all seven continents and five oceans. The portfolio centers on Data Discovery and the ARM Data Center for data access and storage, supported by a Data Quality Program (including DQ-Zoom and DQR Web Service tools) to ensure data integrity. ARM operates three fixed Atmospheric Observatories (Southern Great Plains, North Slope of Alaska, Eastern North Atlantic), Mobile Facilities (AMF), and Aerial Facilities (AAF), each equipped with specialized Instrumentation Suites. Data products include Value-Added Products (VAPs), ARM Best Estimate products (ARMBEATM, ARMBECLDRAD), Field Campaign Data, Data Epochs, Satellite Products, PI Products, and External Data. Supporting capabilities include Large-Eddy Simulation (LES) Modeling, Computing Resources, and Artificial Intelligence tools. All data is freely available to the global scientific community.

Differentiator

Problem solved

Functional benefit

Products and services

• Data Discovery Web-based browsing and ordering tool that allows scientists to find and order ARM atmospheric measurement data from all observatories and field campaigns.
• ARM Data Center Central facility for data collection, processing, storage, and distribution of ARM atmospheric measurements spanning 30-plus years across seven continents and five oceans.
• Value-Added Products (VAPs)

Quantifiable outcome

• 30-plus years of atmospheric measurements advancing understanding of Earth's atmosphere

Named customers4 records

Segments3 records

Ideal customer profiles3 records

Technology focussed Yes

API detail

Has API

No

API docs

API detail

Core technology

AI maturity

App detail

AI capability1 record

Feature5 records

Partnerships

Ten partnerships are on record, tiered core and minor.

• Pacific Northwest National Laboratory (PNNL)coreStrategic or Co-development PartnerPNNL is one of the DOE national laboratories managing ARM operations, providing technical expertise in atmospheric research and data management.
• Oak Ridge National Laboratory (ORNL)coreStrategic or Co-development PartnerORNL hosts the ARM Data Archive providing long-term storage for ARM data. Manages the Data Management Facility for collection, processing, analysis, and delivery of ARM data.
• Argonne National LaboratorycoreStrategic or Co-development PartnerOne of the DOE national laboratories collaborating on ARM user facility operations and atmospheric research.
• Brookhaven National LaboratorycoreStrategic or Co-development PartnerOne of the DOE national laboratories collaborating on ARM user facility operations and atmospheric research.
• Los Alamos National LaboratorycoreStrategic or Co-development PartnerOne of the DOE national laboratories collaborating on ARM user facility operations and atmospheric research.
• Lawrence Berkeley National LaboratorycoreStrategic or Co-development PartnerOne of the DOE national laboratories collaborating on ARM user facility operations and atmospheric research.
• Lawrence Livermore National LaboratorycoreStrategic or Co-development PartnerOne of the DOE national laboratories collaborating on ARM user facility operations and atmospheric research.
• Sandia National LaboratoriescoreStrategic or Co-development PartnerOne of the DOE national laboratories collaborating on ARM user facility operations and atmospheric research.
• NASA Langley Research CentercoreTechnology or IntegrationARM hosts satellite data products from partners such as NASA Langley Research Center to provide spatial context over and around ARM sites and during field campaigns. ARM data is also used for evaluating satellite-based retrievals.
• DOE and External Entity Funded ResearchersminorStrategic or Co-development PartnerScientists funded by DOE and external entities create data products for their own needs that become PI products, augmenting ARM-developed science data products when approved by ARM.

Scale indicators4 records

Recent moves5 records

Expansion highlights4 records

Emerging players

• Copernicus Atmosphere Monitoring Service (CAMS): EU-funded operational service providing continuous atmospheric composition data (aerosols, trace gases) on a global scale — partially overlapping ARM's atmospheric monitoring mission from a satellite- and model-driven angle.
• Tropomi / Sentinel-5P Mission (ESA): Satellite-based atmospheric composition mission providing global trace gas and aerosol data; an emerging player that increasingly competes with ground-based networks like ARM for atmospheric observation primacy.

Regional players

• Deutscher Wetterdienst (DWD): Germany's national meteorological service operating ground-based atmospheric observation networks and climate research — comparable in atmospheric measurement mission but regionally scoped to Germany/Europe.
• Environment and Climate Change Canada (ECCC): Canadian federal agency operating atmospheric monitoring networks and climate research programs; comparable mission and datasets but primarily focused on Canadian territory rather than global open-data distribution.

Direct peers

• National Center for Atmospheric Research (NCAR): NSF-funded U.S. atmospheric research center operating observational facilities, supercomputing, and community models; directly comparable as a peer atmospheric research infrastructure provider serving the global science community.
• European Centre for Medium-Range Weather Forecasts (ECMWF): Intergovernmental global numerical weather prediction and climate modeling center that consumes and produces large-scale atmospheric datasets, comparable to ARM in serving earth system modelers worldwide.
• Max Planck Institute for Meteorology: European climate research institute producing earth system models and atmospheric analysis products; uses observational data similar to ARM and serves a comparable academic climate modeling community.
• NOAA Global Monitoring Laboratory (GML): Operates long-term atmospheric baseline observatories (e.g., Mauna Loa, Barrow) producing trace gas, aerosol, and radiation datasets — a near-direct peer in mission and data type to ARM.

Broad incumbents

• UK Met Office: National meteorological service combining observational networks, supercomputing, and weather/climate modeling — overlaps with ARM on atmospheric observation and modeling support, but at much broader operational scale.
• NASA Goddard Institute for Space Studies (GISS): NASA's primary climate research center producing atmospheric and climate datasets and models; comparable in mission scope (climate science) but operates primarily from space-based and modeling perspectives rather than dedicated ground observatories.

Market position

Strengths4 records

Weaknesses4 records

Competitive moat5 records

Key risks5 records

Key highlights6 records

Customer concentration

• Xx.com/armnewsteam
• YouTubeyoutube.com/@armuserfacility9698
• Facebookfacebook.com/arm.gov
• LinkedInlinkedin.com/company/armuserfacility
• Instagraminstagram.com/armuserfacility

Revenue estimate

Valuation estimate

Number of profiles

Funding overview

Funding rounds

Investors

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M&A

Investments

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Frequently asked questions about Atmospheric Radiation Measurement