ERDDAPy engine for xarray.
pip (or conda) install xarray-erddap and check if you load the erddapy engine:
import xarray as xr
xr.backends.list_engines()
If successful any ERDDAP URL should, that has a netcdf-like response, should work. Here are a few examples:
-
OPeNDAP
import xarray as xr url = "https://gliders.ioos.us/erddap/tabledap/amelia-20200825T1929" ds = xr.open_dataset(url, engine="erddapy")
-
Full NetCDF file (also works with the
ncCFandncCFMAresponses).url = "https://gliders.ioos.us/erddap/tabledap/amelia-20200825T1929.nc" ds = xr.open_dataset(url, engine="erddapy")
-
Sliced/Filtered URLs obatined from the ERDDAP web interface.
url = "https://gliders.ioos.us/erddap/tabledap/amelia-20200825T1929.nc?trajectory%2Cwmo_id%2Cprofile_id%2Ctime%2Clatitude%2Clongitude%2Cdepth%2Cconductivity&time%3E=2020-09-18T00%3A00%3A00Z&time%3C=2020-09-25T14%3A32%3A48Z" ds = xr.open_dataset(url, engine="erddapy")
Also works on griddap URLs.
-
OPeNDAP-griddap
url = "https://pae-paha.pacioos.hawaii.edu/erddap/griddap/etopo1_bedrock" ds = xr.open_dataset(url, engine="erddapy")
Note that griddap supports lazy loading! However, you can do it the ERDDAP way and pass a server-side sliced URL:
-
Sliced/Filtered griddap
url = "https://pae-paha.pacioos.hawaii.edu/erddap/griddap/etopo1_bedrock.nc?z%5B(-42.0):1:(-44.0)%5D%5B(-42.0):1:(-44.0)%5D" ds = xr.open_dataset(url, engine="erddapy")
NB: All URLs should be quoted, like the ones returned from ERDDAP's web-interface. If you are looking for human readable URLs, other non-netCDF responses, and/or programmatically building them, then erddapy is better suited for the task.
Metadata
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