Xee

https://github.com/google/Xee 

https://github.com/samapriya/Earth-Engine-Datasets-List/blob/master/gee_catalog.csv 

import ee

import xarray as xr

ee.Authenticate()

ee.Authenticate(auth_mode="notebook")

ee.Initialize(project="ee-rayjohnbell0", opt_url="https://earthengine-highvolume.googleapis.com")

 https://developers.google.com/earth-engine/datasets/catalog/ECMWF_ERA5_LAND_HOURLY 

ds = xr.open_dataset("ee://ECMWF/ERA5_LAND/HOURLY", engine="ee")

ic = ee.ImageCollection("ECMWF/ERA5_LAND/HOURLY").filterDate("2023-01-01", "2023-01-31")

ds = xr.open_dataset(ic, engine="ee", crs="EPSG:4326", scale=0.1)

 https://developers.google.com/earth-engine/datasets/catalog/IDAHO_EPSCOR_GRIDMET 

ds = xr.open_dataset("ee://IDAHO_EPSCOR/GRIDMET", engine="ee")

https://developers.google.com/earth-engine/datasets/catalog/NOAA_NWS_RTMA

ic = ee.ImageCollection("NOAA/NWS/RTMA").filterDate("2023-01-01").select('WIND')

ds = xr.open_dataset(ic, engine="ee")

i = ee.ImageCollection(ee.Image("NOAA/NWS/RTMA/2011010100"))

ds = xr.open_dataset(i, engine="ee", crs="Lambert_Conformal_Conic_1SP")

ic = ee.ImageCollection("LANDSAT/LC08/C02/T1_TOA").filterDate("2011-01-01")

ds = xr.open_dataset(ic, engine="ee")

i = ee.ImageCollection(ee.Image("LANDSAT/LC08/C02/T1_TOA/LC08_044034_20140318"))

ds = xr.open_dataset(i, engine="ee")