Cloud information combining two satellites (Sentinel-5P and VIIRS)
What it measures. For each strip of sky that the Sentinel-5P satellite looks at, this file pairs in cloud details seen by a sharper camera on a second satellite (VIIRS), reported in a near-infrared band. In short, it tells you what the clouds looked like underneath each Sentinel-5P measurement.
How it's made. It is built by matching Sentinel-5P's TROPOMI observations with cloud information from the VIIRS instrument on the U.S. Suomi-NPP satellite, which flies nearby, producing higher-resolution data starting August 2019.
How & where you'd use it. Cloud information is mostly a behind-the-scenes input: it helps scientists correctly interpret Sentinel-5P's air-pollution and gas measurements, so it is typically used to support those products rather than on its own.
What's measured
Coverage & cadence
- Time span2018-04-30 → ongoing
- Measured bySentinel-5P (TROPOMI)
- 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
Starting from August 6th in 2019, Sentinel-5P TROPOMI along-track high spatial resolution (~5.5km at nadir) has been implemented. For data before August 6th of 2019, please check S5P_L2__NP_BD6_1 data collection. The Copernicus Sentinel-5 Precursor (Sentinel-5P or S5P) satellite mission is one of the European Space Agency's (ESA) new mission family - Sentinels, and it is a joint initiative between the Kingdom of the Netherlands and the ESA. The sole payload on Sentinel-5P is the TROPOspheric Monitoring Instrument (TROPOMI), which is a nadir-viewing 108 degree Field-of-View push-broom grating hyperspectral spectrometer, covering the wavelength of ultraviolet-visible (UV-VIS, 270nm to 495nm), near infrared (NIR, 675nm to 775nm), and shortwave infrared (SWIR, 2305nm-2385nm). Sentinel-5P is the first of the Atmospheric Composition Sentinels and is expected to provide measurements of ozone, NO2, SO2, CH4, CO, formaldehyde, aerosols and cloud at high spatial, temporal and spectral resolutions. Copernicus Sentinel-5P is flying in a loose formation with U.S. Suomi National Polar-orbiting Partnership (SNPP) so that S5P is able to utilize the high spatial resolution capability of the Visible Infrared Imager Radiometer Suite (VIIRS) instrument. S5P_L2_NP_BDx product contains VIIRS cloud information for each S5P across-track observation in a given band (i.e. band 3, band 6 and band 7). In addition to the nominal filed-of-view (FOV), the S5P_NPPC products are also generated for three scaled FOVs both in along and across-track directions to account for the presence of cloud covering a more extended area than the nominal FOV. The main output of S5P_L2_NP_BDx are the number of VIIRS pixels classified as confidently cloudy, probably cloudy, probably clear, and confidently clear; and the VIIRS sun-normalized radiance information in band M7, M9, and M11 such as mean, standard deviation, as well as number of valid radiance contributions.
Get the data
import earthaccess
earthaccess.login(strategy="netrc") # free Earthdata Login
results = earthaccess.search_data(
short_name="S5P_L2__NP_BD6_HiR",
version="2",
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
- ESA Sentinel-5P End User License Agreement VIEW RELATED INFORMATION
- ESA Sentinel Latest Mission Status Reports VIEW RELATED INFORMATION
- Access the data via the OPeNDAP protocol. USE SERVICE API
- Access the data via HTTPS. GET DATA
- Use the Earthdata Search to find and retrieve data sets across multiple data centers. GET DATA
- Algorithm Theoretical Basis Document VIEW RELATED INFORMATION
- README Document VIEW RELATED INFORMATION
- Product User Manual Document VIEW RELATED INFORMATION