The new Level 1 through Level 3 products, which were released earlier this month, advance the mission’s goals by providing space-based measurements of radiative fluxes, cloud masks, spectrally variant surface emissivity, and column water vapor, with the requisite coverage during diurnal and seasonal cycles and the resolution necessary to capture surface and cloud variability.
“Far-infrared radiation (wavelengths between 15 to 100 micrometers) plays a crucial role in Earth’s energy budget. It affects the outgoing longwave radiation and is vital for understanding the heat exchange between Earth’s surface and the atmosphere, especially in polar regions,” said ASDC scientist Dr. Hazem Mahmoud. “Despite its importance, this portion of the spectrum has not been comprehensively or systematically measured pole to pole. Understanding the seasonal variations in FIR is essential for improving Earth system models, which are key to enhancing projections of future environmental scenarios.”
This is what makes this first release of PREFIRE data so significant, says Mahmoud. Researchers around the globe now have the opportunity to access these critical infrared spectral measurements from space, thereby allowing them to study polar processes and variations with greater precision.
“The significance of this new release is substantial. For the first time, a wide-ranging dataset of Level 1, 2, and 3 data products from PREFIRE is available. This consolidates the raw measurements (Level 1), derived geophysical variables (Level 2), and monthly global aggregations (Level 3) into a single, accessible resource,” he said. “This release is not only a technical achievement for the mission, but it also enables collaboration across the scientific community. Since the launch of the mission, users from more than 17 countries around the world have downloaded PREFIRE data, underscoring its international scientific value.”
See below for details about the PREFIRE datasets released by the ASDC.
Level 1A Datasets
Dataset | Description |
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Calibrated Spectral Radiance from PREFIRE Satellite 1 (PREFIRE_SAT1_1A-RAD) |
The dataset contains calibrated radiance data derived from data collected by the PREFIRE Thermal Infrared Spectrometer (TIRS) aboard PREFIRE-SAT1. Data retrieval started July 2024 and is ongoing.
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Calibrated Spectral Radiance from PREFIRE Satellite 2 (PREFIRE_SAT2_1A-RAD) | This dataset contains calibrated radiance data retrieved from data collected by TIRS aboard PREFIRE-SAT2. Science data retrieval for this collection started on June 29, 2024, and is ongoing. Geographic coverage is global, with the greatest concentration of data in the polar regions. |
Note: Geographic coverage for both of these Level 1A datasets is global, with the greatest concentration of data in the polar regions. Given that these datasets are not geolocated, PREFIRE_SAT1_1A-RAD and PREFIRE_SAT2_1A-RAD will require geolocation for direct scientific study.
Level 1B Datasets
Dataset | Description |
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Spectral Radiance from PREFIRE Satellite 1 (PREFIRE_SAT1_1B-RAD) | This dataset contains calibrated and geolocated radiance data derived from data collected by TIRS aboard PREFIRE-SAT1. The PREFIRE_SAT1_1A-RAD data is used to analyze the radiative budget in polar regions and produce two products: top-of-atmosphere spectral flux (surface spectral emissivity) and atmospheric properties such as cloud cover, temperature profiles, and water vapor profiles. Data retrieval started in July 2024 and is ongoing. |
Spectral Radiance from PREFIRE Satellite 2 (PREFIRE_SAT2_1B-RAD) | This dataset contains calibrated and geolocated radiance data retrieved from data collected by TIRS aboard PREFIRE-SAT2. The PREFIRE_SAT2_1B-RAD data are used to analyze the radiative budget in polar regions and as an input for Level 2 products: top-of-atmosphere spectral flux, surface spectral emissivity, and atmospheric properties such as cloud cover, temperature profiles, and water vapor profiles. Science data retrieval started June 29, 2024, and is ongoing. |
Note: Geographic coverage for both of these Level 1B datasets is global, with the greatest concentration of data in the polar regions.
Level 2B Datasets
Dataset | Description |
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Atmospheric Properties from PREFIRE Satellite 1 COG (PREFIRE_SAT1_2B-ATM_COG) | This dataset contains Cloud-Optimized GeoTIFF (COG) files that each contain a georeferenced rendering of retrieved column water vapor (CWV) values. The geographic coverage is for latitudes between approximately 60° to 84° in both polar regions. |
Atmospheric Properties from PREFIRE Satellite 1 (PREFIRE_SAT1_2B-ATM) | This dataset contains column water vapor, temperature, pressure, and water vapor profiles, surface temperature, and surface pressure as derived from PREFIRE Spectral Radiance (PREFIRE_SAT1_1B-RAD) data using an Optimal Estimation retrieval via a Radiative Transfer Model with inputs from PREFIRE_SAT1_2B-MSK (cloud mask), PREFIRE_SAT1_AUX-MET, and PREFIRE_SAT1_SFC. |
Satellite 1 Cloud Properties (PREFIRE_SAT1_2B-CLD) | This dataset contains cloud properties (i.e., cloud top pressure, cloud optical depth, and cloud particle diameter) derived from PREFIRE Spectral Radiance (PREFIRE_SAT1_1B-RAD) data. The primary purpose of PREFIRE_SAT1_2B-CLD is to provide cloud properties information for the PREFIRE_SAT1_2B-FLX (spectral flux) product, which requires only enough accuracy for a coarse look-up table. This data collection is not suitable for an analysis of specific cloud properties. |
Spectral Flux from PREFIRE Satellite 1 COG (PREFIRE_SAT1_2B-FLX_COG) | This dataset contains COG files that each contain a georeferenced rendering of derived outgoing longwave radiation (OLR) values. The geographic coverage is for latitudes between approximately 60° to 84° in both polar regions, although future releases may include data for all latitudes equatorward of about 84°. |
Satellite 1 Cloud Mask (PREFIRE_SAT1_2B-MSK) | This dataset contains a binary clear/cloud indicator and probabilities derived from data collected by TIRS-PREFIRE aboard PREFIRE-SAT1. Geographic coverage is global, with the greatest concentration of data in the polar regions. |
Surface Emissivity from PREFIRE Satellite 1 COG11um (PREFIRE_SAT1_2B-SFC_COG11um) | This dataset contains COG files that each contain a georeferenced rendering of retrieved surface emissivity values for channel 14 (centered at about 11.4 µm). The retrieved surface emissivity values are only available for clear-sky conditions. Currently, the geographic coverage is for latitudes between approximately 60° to 84° in both polar regions, although future releases may include data for all latitudes equatorward of about 84°. |
Surface Emissivity from PREFIRE Satellite 1 COG19um (PREFIRE_SAT1_2B-SFC_COG19um) | This dataset contains COG files that each contain a georeferenced rendering of retrieved surface emissivity values for channel 22 (centered at about 18.2 µm). The retrieved surface emissivity values are only available for clear-sky conditions. Currently, the geographic coverage is for latitudes between approximately 60° to 84° in both polar regions, although future releases may include data for all latitudes equatorward of about 84°. |
Surface Emissivity from PREFIRE Satellite 1 (PREFIRE_SAT1_2B-SFC) | This dataset contains surface spectral emissivity for all available TIRS channels as derived from PREFIRE Spectral Radiance (PREFIRE_SAT1_1B-RAD) data using an Optimal Estimation retrieval via a radiative transfer model with inputs from the PREFIRE_SAT1_AUX-MET (Auxiliary Meteorology) and PREFIRE_SAT1_2B-MSK (cloud mask) collections. Geographic coverage is global, with the greatest concentration of data in the polar regions. |
Atmospheric Properties from PREFIRE Satellite 2 COG (PREFIRE_SAT2_2B-ATM_COG) | This dataset contains COG files that each contain a georeferenced rendering of retrieved CWV values. The retrieved CWV values are only available for clear-sky conditions. Currently, the geographic coverage is for latitudes between approximately 60° to 84° in both polar regions, although future releases may include data for all latitudes equatorward of about 84°. |
Atmospheric Properties from PREFIRE Satellite 2 (PREFIRE_SAT2_2B-ATM) | This dataset contains column water vapor, temperature, pressure, and water vapor profiles; surface temperature; and surface pressure as derived from PREFIRE Spectral Radiance (PREFIRE_SAT2_1B-RAD) data. Geographic coverage is global, with the greatest concentration of data in the polar regions. |
Satellite 2 Cloud Properties (PREFIRE_SAT2_2B-CLD) | This dataset contains cloud top pressure, cloud optical depth, and cloud particle diameter as derived from PREFIRE Spectral Radiance (PREFIRE_SAT2_1B-RAD) data. The primary purpose of this dataset is to provide cloud properties information for the PREFIRE_SAT2_2B-FLX (spectral flux) product, which requires only enough accuracy for a coarse look-up table. This data collection is not suitable for an analysis of specific cloud properties. Geographic coverage is global, with the greatest concentration of data in the polar regions. |
Spectral Flux from PREFIRE Satellite 2 COG (PREFIRE_SAT2_2B-FLX_COG) | This dataset contains COG files that each contain a georeferenced rendering of derived OLR values. Currently, the geographic coverage is for latitudes between approximately 60° to 84° in both polar regions, although future releases may include data for all latitudes equatorward of about 84°. |
Spectral Flux from PREFIRE Satellite 2 (PREFIRE_SAT2_2B-FLX) | This dataset contains spectral flux at the top of atmosphere for all available TIRS channels as derived from PREFIRE Spectral Radiance (PREFIRE_SAT2_1B-RAD) data. Geographic coverage is global, with the greatest concentration of data in the polar regions. |
Satellite 2 Cloud Mask (PREFIRE_SAT2_2B-MSK) | This dataset is derived from mid-infrared and far-infrared measurements collected globally by TIRS aboard PREFIRE-SAT2 using a Machine Learning technique. Geographic coverage is global, with the greatest concentration of data in the polar regions. |
Surface Emissivity from PREFIRE Satellite 2 COG11um (PREFIRE_SAT2_2B-SFC_COG11um) | This dataset is derived from data collected by the TIRS aboard PREFIRE-SAT2. This dataset contains COG files that each contain a georeferenced rendering of retrieved surface emissivity values for channel 12 (centered at about 11.0 µm). The retrieved surface emissivity values are only available for clear-sky conditions. Currently, the geographic coverage is for latitudes between approximately 60° to 84° in both polar regions, although future releases may include data for all latitudes equatorward of about 84°. |
Surface Emissivity from PREFIRE Satellite 2 COG19um (PREFIRE_SAT2_2B-SFC_COG19um) | This dataset is derived from data collected by the TIRS aboard PREFIRE-SAT2. The dataset contains COG files that each contain a georeferenced rendering of retrieved surface emissivity values for channel 21 (centered at about 18.6 µm). The retrieved surface emissivity values are only available for clear-sky conditions. Currently, the geographic coverage is for latitudes between approximately 60° to 84° in both polar regions, although future releases may include data for all latitudes equatorward of about 84°. |
Surface Emissivity from PREFIRE Satellite 2 (PREFIRE_SAT2_2B-SFC) | This dataset contains surface emissivity derived from data collected by the TIRS aboard PREFIRE-SAT2. This dataset contains surface spectral emissivity for all available TIRS-PREFIRE channels as derived from PREFIRE Spectral Radiance (PREFIRE_SAT2_1B-RAD) data. The purpose of this collection is to assess surface emissivity over the polar regions to better quantify the polar radiative budget in those regions. Geographic coverage is global, with the greatest concentration of data in the polar regions. Science data retrieval started July 24, 2024, and is ongoing. |
Level 3 Datasets
Dataset | Description |
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Surface Emissivity Sorted All-sky Climatology from PREFIRE Satellite 1 R01 (PREFIRE_SAT1_3-SFC-SORTED=ALLSKY) | This dataset contains monthly climatologies of the Level 2 PREFIRE Surface Emissivity from the PREFIRE Satellite 1 collection (PREFIRE_SAT1_2B_SFC), which is derived from data collected by the PREFIRE Thermal Infrared Spectrometer (TIRS-PREFIRE) aboard PREFIRE-SAT1. |
Surface Emissivity Sorted All-sky Climatology from PREFIRE Satellite 2 (PREFIRE_SAT2_3-SFC-SORTED=ALLSKY) | This dataset contains monthly climatologies of the Level 2 PREFIRE Surface Emissivity from the PREFIRE Satellite 2 collection (PREFIRE_SAT2_2B_SFC), which is derived from data collected by the PREFIRE Thermal Infrared Spectrometer (TIRS-PREFIRE) aboard PREFIRE-SAT2. |
Auxiliary Datasets
Dataset | Description |
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Auxiliary Meteorology Data for PREFIRE Satellite 1 (PREFIRE_SAT1_AUX-MET_R01) | This dataset contains GEOS-IT analyses and Visible Infrared Imaging Radiometer Suite (VIIRS) satellite data that are subsets and interpolations corresponding to data collected by the PREFIRE TIRS-PREFIRE aboard PREFIRE-SAT1. PREFIRE_SAT1_AUX-MET contains surface and skin temperatures, land fraction, sea ice concentration, snow cover, surface pressure, temperature profiles, pressure profiles, ozone profiles, wind velocity profiles, and surface type. Science data retrieval started July 24, 2024, and is ongoing. Geographic coverage is global, with the greatest concentration of data in the polar regions. |
Auxiliary Satellite Data for PREFIRE Satellite 2 (PREFIRE_SAT1_AUX-SAT_R01) | This dataset contains data fields extracted from external satellite datasets for each coincident TIRS field of view, which is then used to process PREFIRE Level 2 and 3 products. This collection contains surface-type information from VIIRS, Aqua, and Near-real-time Ice and Snow Extent (NISE) Special Sensor Microwave Imager/Sounder (SSMIS). Its primary purpose is to provide surface type information for the PREFIRE Level 2 spectral flux product (PREFIRE_SAT1_2B-FLX) and the Level 3 surface emissivity product (PREFIRE_SAT1_3-SFC-SORTED-ALLSKY), which is sorted by surface type. Science data retrieval started July 24, 2024, and is ongoing. Geographic coverage is global, with the greatest concentration of data in the polar regions. |
Auxiliary Meteorology Data for PREFIRE Satellite 2 (PREFIRE_SAT2_AUX-MET_R01) | This dataset contains GEOS-IT analyses and VIIRS satellite data that are subsets and interpolations corresponding to data collected by the TIRS aboard PREFIRE-SAT2.PREFIRE_SAT2_AUX-MET contains surface and skin temperatures, land fraction, sea ice concentration, snow cover, surface pressure, temperature profiles, pressure profiles, ozone profiles, wind velocity profiles, and surface type. Science data retrieval started June 29, 2024, and is ongoing. Geographic coverage is global, with the greatest concentration of data in the polar regions. |
Auxiliary Satellite Data for PREFIRE Satellite 2 (PREFIRE_SAT2_AUX-SAT_R01) | This dataset contains data fields extracted from external satellite datasets for each coincident TIRS field of view, which is then used to process PREFIRE Level 2 and 3 products. This collection contains surface-type information from VIIRS, Aqua, and NISE (SSMIS). Its primary purpose is to provide surface type information for the PREFIRE Level 2 spectral flux product (PREFIRE_SAT2_2B-FLX) and the Level 3 surface emissivity product (PREFIRE_SAT2_3-SFC-SORTED-ALLSKY), which is sorted by surface type. Science data retrieval started June 29, 2024, and is ongoing. Geographic coverage is global, with the greatest concentration of data in the polar regions. |
All Level 1, 2, and 3 and Auxiliary PREFIRE data products are produced by the PREFIRE Science Data Processing System (SDPS), located at the University of Wisconsin-Madison, and archived by ASDC at NASA’s Langley Research Center. Each of the files from these data products is created in netCDF4 format with standard metadata. Level 1A and 1B Radiance (1A-RAD, 1B-RAD) data products are nominally processed on a delay of at least four days from ingest of the Level 0 science data, allowing for data sent from the spacecraft out of chronological order to be incorporated. The AUX-MET data products require the observational ground footprint information from the 1B-RAD granules and are therefore nominally processed just after the 1B-RAD data product granules are produced.
About the PREFIRE Mission
The Arctic plays a crucial role in regulating Earth’s energy balance by venting excess energy received in the tropics. Nearly 60 percent of Arctic emission occurs at FIR wavelengths longer than 15 microns (μm), yet they have never been systematically or spectrally measured. PREFIRE aims to correct this by quantifying the spatial and temporal variability in spectral FIR emissions, thereby informing assessments of their impact on the atmospheric energy retention effect.
The PREFIRE mission is comprised of two space-based TIRS instruments aboard two small 6U cube-shaped satellites (known as CubeSats) circumnavigating Earth in near-polar orbit. As they travel around the globe, the CubeSats sample Arctic and Antarctic surfaces and clouds, capturing multiple observations of those regions each day. Initially planned for 10 months of operation, NASA’s Jet Propulsion Laboratory (JPL), which manages the mission, announced that PREFIRE has been extended through September 2026. This extension will allow for continued data collection and enhanced understanding of polar surface and cloud dynamics over time.
PREFIRE CubeSats represent an advance in spaceborne technology. These compact satellites are equipped with cutting-edge sensors capable of detecting FIR—a crucial indicator of polar energy emission efficiency—with a spectral ranger covering wavelengths from 5 to 54 μm, capturing a wide range of thermal emissions.
Further, in concert with other Earth-observing satellites operated by NASA and its international partners, data from the PREFIRE CubeSats can be combined with those from other satellites, such as the Gravity Recovery and Climate Experiment (GRACE), to further enhance the understanding of polar climate processes that have global implications.
“With these data, scientists can better pinpoint how and where energy is lost in the polar regions—information that’s vital for understanding sea ice dynamics, permafrost changes, and the broader implications of a warming planet,” said Mahmoud. “Ultimately, the refined climate models that stem from PREFIRE data will help inform future projections and guide policy decisions related to polar and global Earth systems.”
Data Access and Visualization
Data from the PREFIRE mission are available from the ASDC website as well as through NASA’s Earthdata Search. To view video tutorials demonstrating how users can search, access, and download archived PREFIRE data, see the “ASDC Data Access” tab on this ASDC-produced PREFIRE StoryMap. NASA Worldview allows you to visualize and download a wide variety of Earth science data, including PREFIRE data. The Worldview interface allows users to select their desired data layers and timeframe, and then download the data for research and analysis.