How to download S-2 L2A data by sentinelhub-py in large area?

[yingbo.dong]

Hi everyone.
I would like to know how to download the data(.safe) in batches? I use sentinelhub python to get the available data list.

catalog = SentinelHubCatalog(config=config)
catalog.get_info()

search_iterator = catalog.search(
    DataCollection.SENTINEL2_L2A,
    bbox=caspian_sea_bbox,
    time=time_interval,
    filter="eo:cloud_cover < 5",
    fields={"include": ["id", "properties.datetime", "properties.eo:cloud_cover"], "exclude": []},
)

results = list(search_iterator)
print("Total number of results:", len(results))

results

Then I get a list
[{‘id’: ‘S2A_MSIL2A_20210125T073201_N0500_R049_T39TWK_20230528T024029.SAFE’,
‘properties’: {‘datetime’: ‘2021-01-25T07:37:20.296Z’,
‘eo:cloud_cover’: 1.18}},
{‘id’: ‘S2A_MSIL2A_20210125T073201_N0500_R049_T39TVL_20230528T024029.SAFE’,
‘properties’: {‘datetime’: ‘2021-01-25T07:37:09.425Z’,
‘eo:cloud_cover’: 4.0}},
{‘id’: ‘S2A_MSIL2A_20210125T073201_N0500_R049_T39TWL_20230528T024029.SAFE’,
‘properties’: {‘datetime’: ‘2021-01-25T07:37:05.835Z’,
‘eo:cloud_cover’: 0.43}},
{‘id’: ‘S2A_MSIL2A_20210105T073311_N0500_R049_T39TWK_20230404T141905.SAFE’,
‘properties’: {‘datetime’: ‘2021-01-05T07:37:20.216Z’,
‘eo:cloud_cover’: 2.56}},
{‘id’: ‘S2A_MSIL2A_20201226T073321_N0500_R049_T39TWK_20230414T073429.SAFE’,
‘properties’: {‘datetime’: ‘2020-12-26T07:37:19.181Z’,
‘eo:cloud_cover’: 2.61}},
{‘id’: ‘S2A_MSIL2A_20201226T073321_N0500_R049_T39TVL_20230414T073429.SAFE’,
‘properties’: {‘datetime’: ‘2020-12-26T07:37:08.298Z’,
‘eo:cloud_cover’: 3.06}},
{‘id’: ‘S2A_MSIL2A_20201226T073321_N0500_R049_T39TWL_20230414T073429.SAFE’,
‘properties’: {‘datetime’: ‘2020-12-26T07:37:04.725Z’,
‘eo:cloud_cover’: 1.9}},
{‘id’: ‘S2A_MSIL2A_20201216T073321_N0500_R049_T39TWL_20230323T215920.SAFE’,
‘properties’: {‘datetime’: ‘2020-12-16T07:37:02.951Z’,
‘eo:cloud_cover’: 2.88}},
{‘id’: ‘S2B_MSIL2A_20201211T073219_N0500_R049_T39TVK_20230225T222516.SAFE’,
‘properties’: {‘datetime’: ‘2020-12-11T07:37:20.568Z’,
‘eo:cloud_cover’: 0.26}},
{‘id’: ‘S2B_MSIL2A_20201211T073219_N0500_R049_T39TWK_20230225T222516.SAFE’,
‘properties’: {‘datetime’: ‘2020-12-11T07:37:16.885Z’,
‘eo:cloud_cover’: 1.65}},
{‘id’: ‘S2B_MSIL2A_20201211T073219_N0500_R049_T39TVL_20230225T222516.SAFE’,
‘properties’: {‘datetime’: ‘2020-12-11T07:37:06.001Z’,
‘eo:cloud_cover’: 0.0}},
{‘id’: ‘S2B_MSIL2A_20201211T073219_N0500_R049_T39TWL_20230225T222516.SAFE’,
‘properties’: {‘datetime’: ‘2020-12-11T07:37:02.436Z’,
‘eo:cloud_cover’: 1.01}}]
how could I download these data? apprieciate for any help.

[william.ray]

Hi, thanks for the question. What you are trying to do is not the purpose of using the Sentinel Hub APIs. The Sentinel Hub approach is to forget about tiles completely and only access the pixels you require by inputting a data collection, time range and area of interest.

If you still wish to download full Sentinel-2 tiles, I recommend reading into the offerings from the Copernicus Data Space Ecosystem.