Modeled air temperature, humidity, wind and pressure, daily
What it measures. Daily modeled conditions of the air just above the ocean surface: temperature, humidity, winds, and air pressure.
How it's made. Comes from the ECCO ocean and sea-ice state estimate, a computer model (MITgcm) that has been carefully fitted to a wide range of real satellite and in-water observations, output on its native global grid.
How & where you'd use it. Used by ocean and climate researchers as a consistent, observation-anchored picture of the atmosphere driving the ocean, helpful for studying air-sea interaction and ocean circulation.
What's measured
Coverage & cadence
- Time span1992-01-01 → 2018-01-01
- Measured byMODELS · MITgcm
- Processing levelLevel 4
- Spatial extent-180, -90, 180, 90
- FormatsnetCDF-4
- 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 daily-averaged atmosphere surface temperature, humidity, winds, and pressure on the native Lat-Lon-Cap 90 (LLC90) model grid from the ECCO Version 4 Release 4 (V4r4) ocean and sea-ice state estimate. Estimating the Circulation and Climate of the Ocean (ECCO) ocean and sea-ice state estimates are dynamically and kinematically-consistent reconstructions of the three-dimensional time-evolving ocean, sea-ice, and surface atmospheric states. ECCO V4r4 is a free-running solution of the 1-degree global configuration of the MIT general circulation model (MITgcm) that has been fit to observations in a least-squares sense. Observational data constraints used in V4r4 include sea surface height (SSH) from satellite altimeters [ERS-1/2, TOPEX/Poseidon, GFO, ENVISAT, Jason-1,2,3, CryoSat-2, and SARAL/AltiKa]; sea surface temperature (SST) from satellite radiometers [AVHRR], sea surface salinity (SSS) from the Aquarius satellite radiometer/scatterometer, ocean bottom pressure (OBP) from the GRACE satellite gravimeter; sea ice concentration from satellite radiometers [SSM/I and SSMIS], and in-situ ocean temperature and salinity measured with conductivity-temperature-depth (CTD) sensors and expendable bathythermographs (XBTs) from several programs [e.g., WOCE, GO-SHIP, Argo, and others] and platforms [e.g., research vessels, gliders, moorings, ice-tethered profilers, and instrumented pinnipeds]. V4r4 covers the period 1992-01-01T12:00:00 to 2018-01-01T00:00:00.
Get the data
import earthaccess
earthaccess.login(strategy="netrc") # free Earthdata Login
results = earthaccess.search_data(
short_name="ECCO_L4_ATM_STATE_LLC0090GRID_DAILY_V4R4",
version="V4r4",
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 POCLOUD Browsing CMR needs no login. Downloading or streaming bytes needs a free Earthdata Login + the earthaccess package. Official links
- Software maintained by ECCO Consortium on GitHub. VIEW RELATED INFORMATION
- ECCO Version 4 Release 4 model configuration maintained by the ECCO Consortium on GitHub VIEW RELATED INFORMATION
- Instructions for reproducing ECCO Version 4 Release 4 VIEW RELATED INFORMATION
- Python Tutorials for ECCO Central Production Version 4 (ECCO V4) VIEW RELATED INFORMATION
- ECCO Version 4 Release 4 User Guide VIEW RELATED INFORMATION
- Synopsis of ECCO Version 4 Release 4 VIEW RELATED INFORMATION
- Synopsis of ECCO 'Central Estimate' global ocean and sea-ice state estimate, Version 4 Release 3 VIEW RELATED INFORMATION
- Sample Plots -- gcmfaces analysis of ECCO V4, Release 4 (1992-2017) VIEW RELATED INFORMATION