How high and thick the clouds are (OMI, Aura, 13 km)
What it measures. Measurements of clouds, including the pressure (effectively the height) of the cloud tops and what fraction of each pixel is covered by cloud, at about 13-kilometer resolution. It also carries ozone, supporting parameters, and quality flags.
How it's made. Derived from the OMI instrument on NASA's Aura satellite by analyzing a specific oxygen absorption feature in the light, with each file covering the daylit part of one orbit.
How & where you'd use it. Helps determine cloud height and coverage, which is needed to correctly interpret other atmospheric measurements like trace gases.
What's measured
Coverage & cadence
- Time span2004-10-01 → ongoing
- Measured byAura (OMI)
- Processing levelLevel 2
- Spatial extent-180, -90, 180, 90
- 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 reprocessed OMI/Aura Level-2 cloud data product OMCLDO2 is now available from the NASA GoddardEarth Sciences Data and Information Services Center (GES DISC) for the public access. It is the second release of Version 003 and was reprocessed in late 2011. OMI provides two cloud products based on two different algorithms, the Rotational Raman Scattering method, and O2-O2 absorption method using the DOAS technique. This level-2 global cloud product, with a pixel resolution of 13x24 km2at nadir, is based on the spectral fitting of O2-O2 absorption band at 477 nm using DOAS technique. This product contains cloud pressure, cloud fraction, slant column O2-O2, ozone, ring coefficients, uncertainties in derived parameters, terrain and geolocation information, solar and satellite viewing angles, and quality flags. The lead scientist for this product is Dr. Pepijn Veefkind. The OMCLDO2 product files are stored in the version 5 Hierarchical Data Format (HDF-EOS5). Each file contains data from the day lit portion of an orbit (~53 minutes) and is roughly 15.096 MB in size. There are approximately 14 orbits per day thus the total data volume is approximately 200 GB/day.
Get the data
import earthaccess
earthaccess.login(strategy="netrc") # free Earthdata Login
results = earthaccess.search_data(
short_name="OMCLDO2",
version="003",
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 GES_DISC Browsing CMR needs no login. Downloading or streaming bytes needs a free Earthdata Login + the earthaccess package. Official links
- Access the data via HTTPS. GET DATA
- Use the Earthdata Search to find and retrieve data sets across multiple data centers. GET DATA
- Access the data via the OPeNDAP protocol. USE SERVICE API
- README Document VIEW RELATED INFORMATION
- OMI Algorithm Theoretical Basis Documents VIEW RELATED INFORMATION
- OMI Data User's Guide VIEW RELATED INFORMATION
- File Specification Document VIEW RELATED INFORMATION
- Release details and known issues of data product VIEW RELATED INFORMATION