Where clouds and bad pixels are, a mask (EMIT, 60 m)
What it measures. A set of masks marking which pixels to trust and which to skip — flagging clouds, water, and the spacecraft itself — plus extra layers like airborne particle amount and water vapor.
How it's made. Produced from the EMIT imaging spectrometer on the International Space Station at 60-meter resolution, in the sensor's raw (non-map-projected) layout, packaged as a netCDF file with a browse image.
How & where you'd use it. A helper file that tells users which observations are clear and reliable when working with EMIT's surface-mineral data; used alongside the main science products rather than on its own.
What's measured
Coverage & cadence
- Time span2022-08-09 → ongoing
- Measured byISS (EMIT Imaging Spectrometer)
- Processing levelLevel 2A
- Spatial extent-180, -54, 180, 54
- FormatsnetCDF-4
- StatusACTIVE
What you can do with it
- Map air pollutants — NO₂, aerosols, ozone
- Track greenhouse gases and Earth's energy budget
- Feed weather and air-quality analysis
Official description
The Earth Surface Mineral Dust Source Investigation (EMIT) instrument measures surface mineralogy, targeting the Earth’s arid dust source regions. EMIT is installed on the International Space Station (ISS). EMIT uses imaging spectroscopy to take measurements of the sunlit regions of interest between ~52° N latitude and ~52° S latitude. An interactive map showing the locations of regions being investigated, current and forecasted data coverage, and additional data resources can be found on the VSWIR Imaging Spectroscopy Interface for Open Science (VISIONS) [EMIT Open Data Portal](https://earth.jpl.nasa.gov/emit/data/data-portal/coverage-and-forecasts/). The EMIT L2A Masks 60 m (EMITL2AMASK) Version 2 data product provides a series of masks to assist in identification of clear and reliable observations of the Earth’s surface in a spatially raw, non-orthocorrected format. Each EMITL2AMASK granule consists of one Network Common Data Format 4 (netCDF-4) file at a spatial resolution of 60 meters (m) along with a corresponding browse image. The data file (EMIT_L2A_MASK) contains eleven mask bands: seven binary flag bands and four data bands. The binary flag bands identify the presence of features including clouds, water, and spacecraft which indicate if a pixel should be excluded from analysis. The data bands contain estimates of aerosol optical depth (AOD), water vapor, probability of cloud presence, and distance to nearest cloud pixel. The netCDF-4 file holds a location group containing a geometric lookup table (GLT) which is an orthorectified image that provides relative x and y reference locations from the raw scene to allow for projection of the data. Along with the GLT layers, the file will also contain latitude, longitude, and elevation variables. The latitude and longitude coordinates are presented using the World Geodetic System 84 (WGS-84) ellipsoid. The elevation data was obtained from Shuttle Radar Topography Mission v3 (SRTM v3) data and is resampled to EMIT’s spatial resolution. Each granule is approximately 75 kilometers (km) by 75 km nominal at the equator with some at the end of an orbit segment reaching 150 km in length. Known Issues * Data acquisition gap: From September 13, 2022, to January 6, 2023, a power issue resulted in a shutdown of the EMIT sensor. No data were acquired during that time frame.
Get the data
import earthaccess
earthaccess.login(strategy="netrc") # free Earthdata Login
results = earthaccess.search_data(
short_name="EMITL2AMASK",
version="002",
bounding_box=(-122.5, 37.2, -121.8, 37.9), # your area (W,S,E,N)
temporal=("2024-01-01", "2024-12-31"), # your dates
)
files = earthaccess.open(results) # stream straight from LPCLOUD Browsing CMR needs no login. Downloading or streaming bytes needs a free Earthdata Login + the earthaccess package. Official links
- The Algorithm Theoretical Basis Document (ATBD) describes the physical and mathematical algorithms for the product. VIEW RELATED INFORMATION
- The technical information in the User's Guide enables users to interpret and use the data products. VIEW RELATED INFORMATION
- EMIT Masks science data system repository. VIEW RELATED INFORMATION
- Earthdata Search allows users to search, discover, visualize, refine, and access NASA Earth Observation data. GET DATA