Yearly weather summaries for North America (1 km)
What it measures. Yearly weather summaries for North America at 1 km detail: average high and low temperatures, total precipitation, humidity (vapor pressure), and snow water equivalent.
How it's made. Derived by summarizing Daymet daily weather data, which is itself built from ground weather-station records interpolated onto a fine grid; this is a model-based product, not a satellite one.
How & where you'd use it. Useful for studying regional climate, agriculture, water resources and ecology across the US, Canada, Mexico, Hawaii and Puerto Rico.
What's measured
Coverage & cadence
- Time span1950-01-01 → 2024-12-31
- Measured byMODELS (Computer)
- Processing levelLevel 4
- Spatial extent-178.204, 6.07616, -53.055, 83.7064
- 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 annual climate summaries derived from Daymet Version 4 R1 daily data at a 1 km x 1 km spatial resolution for five Daymet variables: minimum and maximum temperature, precipitation, vapor pressure, and snow water equivalent. Annual averages are provided for minimum and maximum temperature, vapor pressure, and snow water equivalent, and annual totals are provided for the precipitation variable. Each data file is provided as a single year by variable and covers the same period of record as the Daymet V4 R1 daily data. The annual climatology files are derived from the larger datasets of daily weather parameters produced on a 1 km x 1 km grid for North America (including Canada, the United States, and Mexico), Hawaii, and Puerto Rico. Separate annual files are provided for the land areas of continental North America, Hawaii, and Puerto Rico. Data are distributed in standardized Climate and Forecast (CF)-compliant netCDF (*.nc) and Cloud Optimized GeoTIFF (*.tif) file formats. In Version 4 R1, all 2020 and 2021 files (60 total) were updated to improve predictions especially in high-latitude areas. It was found that input files used for deriving 2020 and 2021 data had, for a significant portion of Canadian weather stations, missing daily variable readings for the month of January. NCEI has corrected issues with the Environment Canada ingest feed which led to the missing readings. The revised 2020 and 2021 Daymet V4 R1 files were derived with new GHCNd inputs. Files outside of 2020 and 2021 have not changed from the previous V4 release.
Get the data
import earthaccess
earthaccess.login(strategy="netrc") # free Earthdata Login
results = earthaccess.search_data(
short_name="Daymet_Annual_V4R1_2130",
version="4.1",
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
- OpenDAP URL USE SERVICE API
- ORNL DAAC Data Set Documentation VIEW RELATED INFORMATION
- Daymet: Annual Climate Summaries on a 1-km Grid for North America, Version 4 R1: Daymet_Annual_V4R1.pdf VIEW RELATED INFORMATION