Humidity relative to ice, high in the air (MLS, Aura)
What it measures. How humid the air is relative to ice high in the atmosphere, reported as profiles at different altitudes.
How it's made. Derived from microwave signals measured by the MLS instrument on NASA's Aura satellite, which scans the edge of the atmosphere.
How & where you'd use it. Helps scientists study high-altitude clouds and the moisture conditions where ice can form.
What's measured
Coverage & cadence
- Time span2004-08-02 → ongoing
- Measured byAura (MLS)
- Processing levelLevel 2
- Spatial extent-180, -82, 180, 82
- 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
ML2RHI is the EOS Aura Microwave Limb Sounder (MLS) standard product for relative humidity with respect to ice derived from radiances measured by the 118 and 190 GHz radiometers. The data version is 5.0. Spatial coverage is near-global (-82 degrees to +82 degrees latitude), with each profile spaced 1.5 degrees or ~165 km along the orbit track (roughly 15 orbits per day). The recommended useful vertical range is from 316 to 0.0215 hPa, and the vertical resolution is between 3 and 6 km. Users of the ML2RHI data product should read section 3.20 of the EOS MLS Level 2 Version 5 Quality Document for more information. The data are stored in the version 5 EOS Hierarchical Data Format (HDF-EOS5), which is based on the version 5 Hierarchical Data Format, or HDF-5. Each file contains two swath objects (profile and column data), each with a set of data and geolocation fields, swath attributes, and metadata.
Get the data
import earthaccess
earthaccess.login(strategy="netrc") # free Earthdata Login
results = earthaccess.search_data(
short_name="ML2RHI",
version="005",
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 HTTP. GET DATA
- Access the data via the OPeNDAP protocol. USE SERVICE API
- Use the Earthdata Search to find and retrieve data sets across multiple data centers. GET DATA
- Data Quality and Description Document VIEW RELATED INFORMATION
- List of publications. VIEW RELATED INFORMATION
- Users are encouraged to register with the MLS science team to obtain updates and information about this data product. VIEW RELATED INFORMATION
- EOS MLS Retrieval Process Algorithm Theoretical Basis VIEW RELATED INFORMATION