Sentinel Hub Webinar: Batch Processing API

Welcome to the Sentinel Hub webinar presenting our Batch processing API (https://docs.sentinel-hub.com/api/latest/api/batch/), held live on June 23rd 2021. For easier navigation use the following timestamps and see the relevant links.

0:00 - Agenda and prerequisites

Note that a basic understanding of the Sentinel Hub Processing API is recommended for this webinar. If you are not familiar with it, watch the Process API webinar ➡️ https://www.youtube.com/watch?v=sX3w3Wd3FBw.

2:07 - Documentation, blog posts and 120 m Sentinel-2 mosaic example

Read the blog post on batch processing ➡️ https://medium.com/sentinel-hub/large-scale-data-preparation-introducing-batch-processing-b3a58755b8a1 and see how we processed the whole world with cloudless Sentinel-2 data ➡️ https://medium.com/sentinel-hub/digital-twin-sandbox-sentinel-2-collection-available-to-everyone-20f3b5de846e

7:30 - AWS bucket setup
9:15 - AWS CLI installation and configuration (for data download)
10:23 - Set up the request in Requests Builder
18:26 - Create, Analyse and Start the request
22:08 - Download data from AWS to your computer
23:45 - Stitch downloaded tiles into a mosaic
26:29 - Batch requests in Python and Postman
32:10 - General differences between creating a collection and not creating a collection
33:06 - Create a batch collection - a note on outputs
36:47 - Create a batch collection - a note on scaling
38:22 - Process NDVI and NDMI as bands and create a collection
40:21 - Create a configuration with NDVI&NDMI collection and view it in EO Browser
43:22 - Great Britain cloudless mosaic example
47:07 - Make API requests to the collection and created configurations

Conclusion at 52:02

Use our Forum for additional questions! ➡️ https://forum.sentinel-hub.com/

Useful Links
- Batch processing documentation - https://docs.sentinel-hub.com/api/latest/api/batch/
- Batch API reference - https://docs.sentinel-hub.com/api/latest/reference/#tag/batch_process
- Batch processing examples - https://docs.sentinel-hub.com/api/latest/api/batch/examples/
- Requests Builder - https://apps.sentinel-hub.com/requests-builder/
- CARD4L tool and user guide - https://www.sentinel-hub.com/explore/education/#card4l-tool
- Process API webinar - https://www.youtube.com/watch?v=sX3w3Wd3FBw
- Batch processing Python notebook - https://github.com/sentinel-hub/sentinelhub-py/blob/master/examples/batch_processing.ipynb
- Sentinel Hub python package documentation - https://sentinelhub-py.readthedocs.io/en/latest/
- Tile stitching script - https://github.com/sentinel-hub/code-snippets/blob/master/batch/batch-merge-tiles.sh
- Public collections repository - https://collections.sentinel-hub.com/
- Sentinel Hub Medium blogs - https://medium.com/sentinel-hub
- Free SH account & commercial data - https://www.sentinel-hub.com/Network-of-Resources/

All webinars ➡️ https://www.youtube.com/playlist?list=PL46vEE2ks3tn8NGesSFllgJW5MSYRi4od