Raw Imagery Collections

These layers give direct access to raw multi-band satellite imagery, for cases where the higher-level derived layers (NDVI, land cover, etc.) don't cover what you need.

Class	Key params	Returns	Data source	Description
LandsatCollection2	bands (required), start_date=2013-01-01, end_date=2023-01-01	raster	AWS STAC landsat-c2-l2	Raw multi-band Landsat Collection 2 Level 2 surface data, QA-masked.
Sentinel2Level2	bands (required), start_date=2013-01-01, end_date=2023-01-01	raster	AWS STAC sentinel-2-l2a	Cloud-masked Sentinel-2 L2A bands at 10m, SCL-masked.

API

city_metrix.layers.landsat_collection_2.LandsatCollection2

LandsatCollection2(bands, start_date='2013-01-01', end_date='2023-01-01', **kwargs)

Bases: Layer

OUTPUT_FILE_FORMAT class-attribute instance-attribute

OUTPUT_FILE_FORMAT = GTIFF_FILE_EXTENSION

MAJOR_NAMING_ATTS class-attribute instance-attribute

MAJOR_NAMING_ATTS = ['bands']

MINOR_NAMING_ATTS class-attribute instance-attribute

MINOR_NAMING_ATTS = None

Attributes: bands: start_date: starting date for data retrieval end_date: ending date for data retrieval

start_date instance-attribute

start_date = start_date

end_date instance-attribute

end_date = end_date

bands instance-attribute

bands = bands

get_data

get_data(bbox: GeoExtent, spatial_resolution=None, resampling_method=None, force_data_refresh=False)

city_metrix.layers.sentinel_2_level_2.Sentinel2Level2

Sentinel2Level2(bands, start_date='2013-01-01', end_date='2023-01-01', **kwargs)

Bases: Layer

OUTPUT_FILE_FORMAT class-attribute instance-attribute

OUTPUT_FILE_FORMAT = GTIFF_FILE_EXTENSION

MAJOR_NAMING_ATTS class-attribute instance-attribute

MAJOR_NAMING_ATTS = ['bands']

MINOR_NAMING_ATTS class-attribute instance-attribute

MINOR_NAMING_ATTS = None

Attributes: bands: start_date: starting date for data retrieval end_date: ending date for data retrieval

start_date instance-attribute

start_date = start_date

end_date instance-attribute

end_date = end_date

bands instance-attribute

bands = bands

get_data

get_data(bbox: GeoExtent, spatial_resolution=None, resampling_method=None, force_data_refresh=False)