Sentinel 3 and Sentinel 5P collections not available

[gblanco10]

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