data.PlanetaryComputerMODISFire

Global

Import path: earth2studio.data.PlanetaryComputerMODISFire

View source on GitHub

Documentation

Bases: _PlanetaryComputerData

MODIS Thermal Anomalies/Fire Daily (FireMask, MaxFRP, QA).

Parameters:

• tile (str, default: 'h35v10' ) –

  The MODIS tile identifier (hXXvYY) to prioritize during STAC searches.

• cache (bool, default: True ) –

  Cache data source on local memory, by default True

• verbose (bool, default: True ) –

  Whether to print progress information, by default True

• max_workers (int, default: 24 ) –

  Upper bound on concurrent download and processing tasks, by default 24

• request_timeout (int, default: DEFAULT_TIMEOUT ) –

  Timeout (seconds) applied to individual HTTP requests, by default 60

• max_retries (int, default: DEFAULT_RETRIES ) –

  Maximum retry attempts for transient network failures, by default 4

• async_timeout (int, default: DEFAULT_ASYNC_TIMEOUT ) –

  Time in sec after which download will be cancelled if not finished successfully, by default 600

Note

Additional information on the data repository can be referenced here:

• planetarycomputer.microsoft.com/dataset/modis-14A1-061
• modis-land.gsfc.nasa.gov/MODLAND_grid.html

Warning

Tile searches are best-effort. If no tile identifiers are provided (the default), the first available tile returned by the Planetary Computer search is used.

__call__

__call__(
    time: datetime | list[datetime] | TimeArray,
    variable: str | list[str] | VariableArray,
) -> DataArray

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:

• DataArray –

  Data array from planetary computer

fetch async

fetch(
    time: datetime | list[datetime] | TimeArray,
    variable: str | list[str] | VariableArray,
) -> DataArray

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:

• DataArray –

  Plantary computer data array