Sentinel 3 and Sentinel 5P collections not available

Inizia interrogando l’API STAC di Planetary Computer per la collection sentinel-5p-l2-netcdf e l’intervallo indicato 2025-04-30/2025-05-05, quindi confronta l’elenco delle collection con Planetary Explorer. Verifica se Sentinel 3 e Sentinel 5P sono stati rimossi o rinominati; il lavoro è completato quando viene documentata la posizione attuale della collection o viene confermato il problema di disponibilità del catalogo.

Hi,

It has been a couple of weeks that latest data for sentinel 5P collection is not uploaded on the catalog anymore, which stops at 2025-04-10.
I have been using this python code

time_range = f"2025-04-30/2025-05-05"

catalog = pystac_client.Client.open(
    "https://planetarycomputer.microsoft.com/api/stac/v1",
    modifier=planetary_computer.sign_inplace,
)
search = catalog.search(
    collections="sentinel-5p-l2-netcdf",
    bbox=city_bounds,
    datetime=time_range,
    query={ "s5p:product_name": {"eq": "no2"}},
)
items = search.item_collection()

data = (
        stackstac.stack(
            items,
            assets=["no2"],  
            chunksize=512,
            bounds_latlon=city_bounds,
            resolution=0.1, 
            resampling=Resampling.bilinear,
            epsg=4326,
            dtype=np.float32,
        )
        .where(lambda x: x > 0, other=np.nan)
        .assign_coords(time=lambda x: x.time.dt.floor("D"), band=["no2"])
    )

which triggers

---------------------------------------------------------------------------
ValueError                                Traceback (most recent call last)
Cell In[10], [line 2](vscode-notebook-cell:?execution_count=10&line=2)
      [1](vscode-notebook-cell:?execution_count=10&line=1) data = (
----> [2](vscode-notebook-cell:?execution_count=10&line=2)         stackstac.stack(
      [3](vscode-notebook-cell:?execution_count=10&line=3)             items,
      [4](vscode-notebook-cell:?execution_count=10&line=4)             assets=["no2"],  # red, green, blue, nir
      [5](vscode-notebook-cell:?execution_count=10&line=5)             chunksize=512,
      [6](vscode-notebook-cell:?execution_count=10&line=6)             bounds_latlon=city_bounds,
      [7](vscode-notebook-cell:?execution_count=10&line=7)             resolution=0.1,  # args.RES, # convert resolution from meters to degree
      [8](vscode-notebook-cell:?execution_count=10&line=8)             resampling=Resampling.bilinear,
      [9](vscode-notebook-cell:?execution_count=10&line=9)             epsg=4326,
     [10](vscode-notebook-cell:?execution_count=10&line=10)             dtype=np.float32,
     [11](vscode-notebook-cell:?execution_count=10&line=11)         )
     [12](vscode-notebook-cell:?execution_count=10&line=12)         .where(lambda x: x > 0, other=np.nan)
     [13](vscode-notebook-cell:?execution_count=10&line=13)         .assign_coords(time=lambda x: x.time.dt.floor("D"), band=["no2"])
     [14](vscode-notebook-cell:?execution_count=10&line=14)     )

File ~/up2030/eo-air-quality/.venv/lib/python3.8/site-packages/stackstac/stack.py:290, in stack(items, assets, epsg, resolution, bounds, bounds_latlon, snap_bounds, resampling, chunksize, dtype, fill_value, rescale, sortby_date, xy_coords, properties, band_coords, gdal_env, errors_as_nodata, reader)
    [283](https://vscode-remote+ssh-002dremote-002bodin.vscode-resource.vscode-cdn.net/nfs/home/blanco/up2030/eo-air-quality/notebooks/~/up2030/eo-air-quality/.venv/lib/python3.8/site-packages/stackstac/stack.py:283) if sortby_date is not False:
    [284](https://vscode-remote+ssh-002dremote-002bodin.vscode-resource.vscode-cdn.net/nfs/home/blanco/up2030/eo-air-quality/notebooks/~/up2030/eo-air-quality/.venv/lib/python3.8/site-packages/stackstac/stack.py:284)     plain_items = sorted(
    [285](https://vscode-remote+ssh-002dremote-002bodin.vscode-resource.vscode-cdn.net/nfs/home/blanco/up2030/eo-air-quality/notebooks/~/up2030/eo-air-quality/.venv/lib/python3.8/site-packages/stackstac/stack.py:285)         plain_items,
    [286](https://vscode-remote+ssh-002dremote-002bodin.vscode-resource.vscode-cdn.net/nfs/home/blanco/up2030/eo-air-quality/notebooks/~/up2030/eo-air-quality/.venv/lib/python3.8/site-packages/stackstac/stack.py:286)         key=lambda item: item["properties"].get("datetime", "") or "",
    [287](https://vscode-remote+ssh-002dremote-002bodin.vscode-resource.vscode-cdn.net/nfs/home/blanco/up2030/eo-air-quality/notebooks/~/up2030/eo-air-quality/.venv/lib/python3.8/site-packages/stackstac/stack.py:287)         reverse=sortby_date == "desc",
    [288](https://vscode-remote+ssh-002dremote-002bodin.vscode-resource.vscode-cdn.net/nfs/home/blanco/up2030/eo-air-quality/notebooks/~/up2030/eo-air-quality/.venv/lib/python3.8/site-packages/stackstac/stack.py:288)     )
--> [290](https://vscode-remote+ssh-002dremote-002bodin.vscode-resource.vscode-cdn.net/nfs/home/blanco/up2030/eo-air-quality/notebooks/~/up2030/eo-air-quality/.venv/lib/python3.8/site-packages/stackstac/stack.py:290) asset_table, spec, asset_ids, plain_items = prepare_items(
    [291](https://vscode-remote+ssh-002dremote-002bodin.vscode-resource.vscode-cdn.net/nfs/home/blanco/up2030/eo-air-quality/notebooks/~/up2030/eo-air-quality/.venv/lib/python3.8/site-packages/stackstac/stack.py:291)     plain_items,
    [292](https://vscode-remote+ssh-002dremote-002bodin.vscode-resource.vscode-cdn.net/nfs/home/blanco/up2030/eo-air-quality/notebooks/~/up2030/eo-air-quality/.venv/lib/python3.8/site-packages/stackstac/stack.py:292)     assets=assets,
    [293](https://vscode-remote+ssh-002dremote-002bodin.vscode-resource.vscode-cdn.net/nfs/home/blanco/up2030/eo-air-quality/notebooks/~/up2030/eo-air-quality/.venv/lib/python3.8/site-packages/stackstac/stack.py:293)     epsg=epsg,
    [294](https://vscode-remote+ssh-002dremote-002bodin.vscode-resource.vscode-cdn.net/nfs/home/blanco/up2030/eo-air-quality/notebooks/~/up2030/eo-air-quality/.venv/lib/python3.8/site-packages/stackstac/stack.py:294)     resolution=resolution,
    [295](https://vscode-remote+ssh-002dremote-002bodin.vscode-resource.vscode-cdn.net/nfs/home/blanco/up2030/eo-air-quality/notebooks/~/up2030/eo-air-quality/.venv/lib/python3.8/site-packages/stackstac/stack.py:295)     bounds=bounds,
    [296](https://vscode-remote+ssh-002dremote-002bodin.vscode-resource.vscode-cdn.net/nfs/home/blanco/up2030/eo-air-quality/notebooks/~/up2030/eo-air-quality/.venv/lib/python3.8/site-packages/stackstac/stack.py:296)     bounds_latlon=bounds_latlon,
    [297](https://vscode-remote+ssh-002dremote-002bodin.vscode-resource.vscode-cdn.net/nfs/home/blanco/up2030/eo-air-quality/notebooks/~/up2030/eo-air-quality/.venv/lib/python3.8/site-packages/stackstac/stack.py:297)     snap_bounds=snap_bounds,
    [298](https://vscode-remote+ssh-002dremote-002bodin.vscode-resource.vscode-cdn.net/nfs/home/blanco/up2030/eo-air-quality/notebooks/~/up2030/eo-air-quality/.venv/lib/python3.8/site-packages/stackstac/stack.py:298)     rescale=rescale,
    [299](https://vscode-remote+ssh-002dremote-002bodin.vscode-resource.vscode-cdn.net/nfs/home/blanco/up2030/eo-air-quality/notebooks/~/up2030/eo-air-quality/.venv/lib/python3.8/site-packages/stackstac/stack.py:299)     dtype=dtype,
    [300](https://vscode-remote+ssh-002dremote-002bodin.vscode-resource.vscode-cdn.net/nfs/home/blanco/up2030/eo-air-quality/notebooks/~/up2030/eo-air-quality/.venv/lib/python3.8/site-packages/stackstac/stack.py:300) )
    [301](https://vscode-remote+ssh-002dremote-002bodin.vscode-resource.vscode-cdn.net/nfs/home/blanco/up2030/eo-air-quality/notebooks/~/up2030/eo-air-quality/.venv/lib/python3.8/site-packages/stackstac/stack.py:301) arr = items_to_dask(
    [302](https://vscode-remote+ssh-002dremote-002bodin.vscode-resource.vscode-cdn.net/nfs/home/blanco/up2030/eo-air-quality/notebooks/~/up2030/eo-air-quality/.venv/lib/python3.8/site-packages/stackstac/stack.py:302)     asset_table,
    [303](https://vscode-remote+ssh-002dremote-002bodin.vscode-resource.vscode-cdn.net/nfs/home/blanco/up2030/eo-air-quality/notebooks/~/up2030/eo-air-quality/.venv/lib/python3.8/site-packages/stackstac/stack.py:303)     spec,
   (...)
    [311](https://vscode-remote+ssh-002dremote-002bodin.vscode-resource.vscode-cdn.net/nfs/home/blanco/up2030/eo-air-quality/notebooks/~/up2030/eo-air-quality/.venv/lib/python3.8/site-packages/stackstac/stack.py:311)     errors_as_nodata=errors_as_nodata,
    [312](https://vscode-remote+ssh-002dremote-002bodin.vscode-resource.vscode-cdn.net/nfs/home/blanco/up2030/eo-air-quality/notebooks/~/up2030/eo-air-quality/.venv/lib/python3.8/site-packages/stackstac/stack.py:312) )
    [314](https://vscode-remote+ssh-002dremote-002bodin.vscode-resource.vscode-cdn.net/nfs/home/blanco/up2030/eo-air-quality/notebooks/~/up2030/eo-air-quality/.venv/lib/python3.8/site-packages/stackstac/stack.py:314) return xr.DataArray(
    [315](https://vscode-remote+ssh-002dremote-002bodin.vscode-resource.vscode-cdn.net/nfs/home/blanco/up2030/eo-air-quality/notebooks/~/up2030/eo-air-quality/.venv/lib/python3.8/site-packages/stackstac/stack.py:315)     arr,
    [316](https://vscode-remote+ssh-002dremote-002bodin.vscode-resource.vscode-cdn.net/nfs/home/blanco/up2030/eo-air-quality/notebooks/~/up2030/eo-air-quality/.venv/lib/python3.8/site-packages/stackstac/stack.py:316)     *to_coords(
   (...)
    [325](https://vscode-remote+ssh-002dremote-002bodin.vscode-resource.vscode-cdn.net/nfs/home/blanco/up2030/eo-air-quality/notebooks/~/up2030/eo-air-quality/.venv/lib/python3.8/site-packages/stackstac/stack.py:325)     name="stackstac-" + dask.base.tokenize(arr),
    [326](https://vscode-remote+ssh-002dremote-002bodin.vscode-resource.vscode-cdn.net/nfs/home/blanco/up2030/eo-air-quality/notebooks/~/up2030/eo-air-quality/.venv/lib/python3.8/site-packages/stackstac/stack.py:326) )

File ~/up2030/eo-air-quality/.venv/lib/python3.8/site-packages/stackstac/prepare.py:130, in prepare_items(items, assets, epsg, resolution, bounds, bounds_latlon, snap_bounds, rescale, dtype)
    [127](https://vscode-remote+ssh-002dremote-002bodin.vscode-resource.vscode-cdn.net/nfs/home/blanco/up2030/eo-air-quality/notebooks/~/up2030/eo-air-quality/.venv/lib/python3.8/site-packages/stackstac/prepare.py:127) # TODO support item-assets https://github.com/radiantearth/stac-spec/tree/master/extensions/item-assets
    [129](https://vscode-remote+ssh-002dremote-002bodin.vscode-resource.vscode-cdn.net/nfs/home/blanco/up2030/eo-air-quality/notebooks/~/up2030/eo-air-quality/.venv/lib/python3.8/site-packages/stackstac/prepare.py:129) if len(items) == 0:
--> [130](https://vscode-remote+ssh-002dremote-002bodin.vscode-resource.vscode-cdn.net/nfs/home/blanco/up2030/eo-air-quality/notebooks/~/up2030/eo-air-quality/.venv/lib/python3.8/site-packages/stackstac/prepare.py:130)     raise ValueError("No items")
    [131](https://vscode-remote+ssh-002dremote-002bodin.vscode-resource.vscode-cdn.net/nfs/home/blanco/up2030/eo-air-quality/notebooks/~/up2030/eo-air-quality/.venv/lib/python3.8/site-packages/stackstac/prepare.py:131) if len(asset_ids) == 0:
    [132](https://vscode-remote+ssh-002dremote-002bodin.vscode-resource.vscode-cdn.net/nfs/home/blanco/up2030/eo-air-quality/notebooks/~/up2030/eo-air-quality/.venv/lib/python3.8/site-packages/stackstac/prepare.py:132)     raise ValueError("Zero asset IDs requested")

ValueError: No items

I also noticed that neither Sentinel 3 nor Sentinel 5P collections are listed anymore on Planetary Explorer ( https://planetarycomputer.microsoft.com/explore?c=30.0586%2C29.9930&z=2.00&v=2 ) .

Is there a temporary problem or the collection have been moved to somewhere else ?

Thanks