When Arctic snow melts each year (1988-2018)
What it measures. Maps showing, for each year from 1988 to 2018, how long the annual snow-melt period lasted across Alaska, northwest Canada, and parts of far eastern Russia (the number of days from when melting began to when the snow was fully gone), at about 6-kilometer detail.
How it's made. Derived from long-running passive microwave satellite records (how the snowpack looks to microwave sensors) by tracking the start and end of melting each year.
How & where you'd use it. Studying how snow-melt timing varies across the Arctic and changes over three decades; note that pixels near coasts can be skewed by nearby water.
What's measured
Coverage & cadence
- Time span1988-02-09 → 2018-07-20
- Measured byNimbus-7 (SMMR) · DMSP 5D-2/F10 (SSMIS) · Aqua (AMSR-E) · DMSP (SSM)
- Processing levelLevel 3
- Spatial extent-180, 51.6, -107.833, 72.41
- Formatsmultiple
- StatusCOMPLETE
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
This dataset provides the annual period of snowpack melting (i.e., snow melt duration, SMD) across northwest Canada; Alaska, U.S.; and parts of far eastern Russia at 6.25 km resolution for the period 1988-2018. SMD is the number of days between the main melt onset date (MMOD) and the last day of seasonal snow cover when the melting of snow is complete. These dates were derived from the Making Earth Science Data Records for Use in Research Environments (MEaSUREs) Calibrated Enhanced-Resolution Passive Microwave (PMW) EASE-Grid Brightness Temperature (Tb) Earth System Data Record (ESDR). This dataset documents variability in SMD across space and the 31-year temporal period. The data from 1988-2016 included a coastal mask removing coastal pixels due to potential water contamination from coarse brightness temperature observations (Dersken et al., 2012). There is not a coastal mask for the 2017-2018 data. The full data are included, and data users should be aware that coastal values can be adversely affected by adjacent water bodies.
Get the data
import earthaccess
earthaccess.login(strategy="netrc") # free Earthdata Login
results = earthaccess.search_data(
short_name="SnowMeltDuration_PMicrowave_1843",
version="1.1",
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 ORNL_CLOUD Browsing CMR needs no login. Downloading or streaming bytes needs a free Earthdata Login + the earthaccess package. Official links
- Earthdata Search allows users to search, discover, visualize, refine, and access NASA Earth Observation data. GET DATA
- Collection Bundle URL GET DATA
- ORNL DAAC Data Set Documentation VIEW RELATED INFORMATION
- ABoVE: Passive Microwave-derived Annual Snow Melt Duration Date Maps, 1988-2018: SnowMeltDuration_PMicrowave.pdf VIEW RELATED INFORMATION