Landsat streaming and NDVI
Use the Landsat MPC workflow for the complete example, scaling contract, CRS selection, QA limitations and live-test command.
from cubedynamics import pipe, verbs as v
cube = pipe(None) | v.landsat_mpc(
bbox=[-105.35, 39.90, -105.15, 40.10],
start="2024-07-01", end="2024-09-01",
bands=("red", "nir08"), max_cloud_cover=20,
epsg=32613, resolution=30, chunksize=1024,
)
da = cube.unwrap()
red, nir = da.sel(band="red"), da.sel(band="nir08")
ndvi = (nir - red) / (nir + red)
This is physical surface reflectance; do not scale it again. Both arrays remain
Dask-backed until computation. Scene cloud filtering does not mask cloudy
pixels. landsat8_mpc remains available for Landsat 8 compatibility.