https://github.com/sentinel-hub/odc-sh

Sentinel plugin for Open data cube https://www.opendatacube.org/
https://github.com/sentinel-hub/odc-sh

Last synced: 4 months ago
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Sentinel plugin for Open data cube https://www.opendatacube.org/

• Host: GitHub
• URL: https://github.com/sentinel-hub/odc-sh
• Owner: sentinel-hub
• Created: 2022-10-12T11:13:01.000Z (over 1 year ago)
• Default Branch: master
• Last Pushed: 2023-12-19T15:02:04.000Z (6 months ago)
• Last Synced: 2024-01-25T14:07:57.124Z (5 months ago)
• Language: Jupyter Notebook
• Size: 1.59 MB
• Stars: 3
• Watchers: 6
• Forks: 2
• Open Issues: 0
• Metadata Files:
  • Readme: README.md

Lists

• awesome-earthobservation-code - odc-sh - Sentinel Hub plugin for Open data cube (Open Data Cube / Testing your code)

README

        
# ODC-Sentinel Hub

## Getting started

install the ODC datacube core library https://github.com/opendatacube/datacube-core. 

`odc-sh` needs to be installed in the Notebook to run. Use pip install:

```pip install git+https://github.com/sentinel-hub/odc-sh.git```

Set the sentinel hub credential available here https://apps.sentinel-hub.com/dashboard/.

Try to run the test examples. To produce the datacube call 

```

resolution = 20  # in meters

longitude = (11.987527, 12.004914)

latitude = (41.990797, 42.018348)

time = ("2019-01-01", "2019-01-04")

ds = dc.load(

    product=DataCollection.SENTINEL2_L1C,

    latitude=latitude,

    longitude=longitude,

    time=time,

    sh_resolution=resolution,

)

```

The code will produce a xArray datacube with the following dimensions ["time", "lon", "lat", "bands"]. If only one band is selected under the  measurements, the bands dimension will be ommited. Thus the produced datacube will have dimensions ["time", "lon", "lat"]. You can ommit the measurements information in which case alll the bands will be loaded. 

## Parameters: 

To define the product id and available bands check the following configurations https://docs.sentinel-hub.com/api/latest/data/ or in the DataCollection class of the sentinelhub-py https://github.com/sentinel-hub/sentinelhub-py/blob/master/sentinelhub/data_collections.py.