The process upsamples the spatial resolution of the red, green, and blue (RGB) spectral bands in Sentinel‑2 imagery using convolutional neural networks.
The result is a GeoTIFF file with an upsampled spatial resolution of 3.20 m.
Upsampling can be used as a preprocessing step before change detection, vegetation detection, infrastructure detection, fire risk estimation, and land use management.
An input Sentinel-2 image of California (USA)
An upsampled output image
The data item must be a supported data product:
- Sentinel‑2 catalog: Level 2A
The data item must be CNAM-compatible. Check that the data item has been added to storage in 2023 or later.
You must specify the data items you want to apply the process to.
You must specify the title of the output data item.
Use the upsampling-ns-sentinel name ID for the processing API.
{ "inputs": { "title": "Processing imagery over Berlin", "item": "https://api.up42.com/v2/assets/stac/collections/21c0b14e-3434-4675-98d1-f225507ded99/items/23e4567-e89b-12d3-a456-426614174000" }}| Parameter | Overview |
|---|---|
inputs.title | object | required The title of the output data item. |
inputs.item | object | required A link to the data item in the following format: |