|
--- |
|
license: apache-2.0 |
|
--- |
|
|
|
NAIP-S2 is a super-resolution dataset for remote sensing consisting of paired NAIP and Sentinel-2 images in the continental US. |
|
|
|
Data is divided into tiles. |
|
Each tile spans 512x512 pixels at 1.25 m/pixel in a UTM projection. |
|
At each tile, the following data is available: |
|
|
|
- NAIP: an image from 2019-2021 at 1.25 m/pixel (512x512). |
|
- Sentinel-2: between 16 and 32 images captured within a few months of the NAIP image at 10 m/pixel (64x64). |
|
- Sentinel-1: 4 images captured in the same year as the NAIP image at 10 m/pixel (64x64). |
|
- Landsat: 4 images captured in the same year as the NAIP image at 10 m/pixel (64x64). |
|
- OpenStreetMap: a GeoJSON containing buildings, roads, and 30 other categories. It uses pixel coordinates relative to the 512x512 NAIP image. |
|
- WorldCover: the 2021 land cover image at 10 m/pixel (64x64). |
|
|
|
|
|
Structure |
|
--------- |
|
|
|
Once extracted, the dataset contains the different data types in different folders. |
|
Each folder contains files named by a tile ID, which consists of the UTM projection, column, and row. |
|
The column and row are based on tiles that are 512x512 pixels with pixel coordinates at 1.25 m/pixel, e.g. `32612_960_-6049.png` spans (614400, -3871360) to (615040, -3870720) in projection units. |
|
|
|
Here is an example of NAIP data: |
|
|
|
``` |
|
naip/ |
|
32612_960_-6049.png |
|
32612_960_-6050.png |
|
32612_960_-6051.png |
|
... |
|
``` |
|
|
|
And an example of Sentinel-2 data: |
|
|
|
``` |
|
sentinel2/ |
|
32612_960_-6049_16.tif |
|
32612_960_-6049_32.tif |
|
32612_960_-6049_8.tif |
|
32612_960_-6050_16.tif |
|
... |
|
``` |
|
|
|
Note that the Sentinel-2 images are GeoTIFFs so they contain georeference metadata. |
|
Furthermore, the 10 m/pixel (`_8.tif`), 20 m/pixel (`_16.tif`), and 60 m/pixel (`_32.tif`) bands are stored separately. |
