earth2studio.data.PlanetaryComputerGOES#

class earth2studio.data.PlanetaryComputerGOES(satellite='goes16', scan_mode='F', cache=True, verbose=True, max_workers=24, request_timeout=60, max_retries=4, async_timeout=600)[source]#

GOES-R ABI L2 Cloud and Moisture Imagery on Planetary Computer.

Parameters:

  • satellite (str, optional) – Which GOES satellite to use (‘goes16’, ‘goes17’, ‘goes18’, or ‘goes19’), by default ‘goes16’

  • scan_mode (str, optional) – For ABI: Scan mode (‘F’ for Full Disk, ‘C’ for Continental US) Mesoscale data is currently not supported due to the changing scan position.

  • cache (bool, optional) – Cache data source on local memory, by default True

  • verbose (bool, optional) – Whether to print progress information, by default True

  • max_workers (int, optional) – Upper bound on concurrent download and processing tasks, by default 24

  • request_timeout (int, optional) – Timeout (seconds) applied to individual HTTP requests, by default 60

  • max_retries (int, optional) – Maximum retry attempts for transient network failures, by default 4

  • async_timeout (int, optional) – Time in sec after which download will be cancelled if not finished successfully, by default 600

Note

Please see earth2studio.data.goes.GOES for further details. This data source exposes the MCMIP products but not the full-resolution CMIP products. Additional information on the data repository can be referenced here:

__call__(time, variable)#

Function to get data

Parameters:

  • time (datetime | list[datetime] | TimeArray) – Timestamps to return data for (UTC).

  • variable (str | list[str] | VariableArray) – String, list of strings or array of strings that refer to variables to return. Must be in the ARCO lexicon.

Returns:

Data array from planetary computer

Return type:

xr.DataArray

async fetch(time, variable)[source]#

Async function to get data

Parameters:

  • time (datetime | list[datetime] | TimeArray) – Timestamps to return data for (UTC).

  • variable (str | list[str] | VariableArray) – String, list of strings or array of strings that refer to variables to return. Must be in the data source’s lexicon.

Returns:

Plantary computer data array

Return type:

xr.DataArray