Add EnMAP dataset #2543
Open
Add EnMAP dataset #2543
+498
−0
Conversation
This file contains bidirectional Unicode text that may be interpreted or compiled differently than what appears below. To review, open the file in an editor that reveals hidden Unicode characters.
Learn more about bidirectional Unicode characters
github-actions
bot
added
documentation
adamjstewart
commented
Jan 28, 2025
| @@ -8,6 +8,7 @@ Dataset,Type,Source,License,Size (px),Resolution (m) | |||
| `Global Mangrove Distribution`_,Masks,"Remote Sensing, In Situ Measurements","public domain",-,3 | |||
| `Cropland Data Layer`_,Masks,Landsat,"public domain",-,30 | |||
| `EDDMapS`_,Points,Citizen Scientists,-,-,- | |||
| `EnMAP`_,Imagery,EnMAP,-,"1,200x1,200",30 | |||
There was a problem hiding this comment.
They have their own custom license: https://www.enmap.org/data/resources/EnMAP_Data_License.pdf
| from .utils import Path, percentile_normalization | ||
|
|
||
| ALL_BANDS = list(range(1, 225)) | ||
| # Remove bands strongly affected by water vapor absorption due to presence of nodata: |
There was a problem hiding this comment.
This seems to be common practice, at least in HySpecNet-11k and SpectralEarth
| * Sufficient on-board memory to acquire 1,000 km swath length per orbit and a | ||
| total of 5,000 km per day. | ||
|
|
||
| If you use this dataset in your research, please cite the following papers: |
There was a problem hiding this comment.
Technically you should only cite these papers when referring to the EnMAP mission, not EnMAP data. But I couldn't find a specific citation to use for EnMAP data.
|
|
||
| all_bands = tuple(f'B{n}' for n in ALL_BANDS) | ||
| default_bands = tuple(f'B{n}' for n in DEFAULT_BANDS) | ||
| rgb_bands = ('B48', 'B30', 'B16') |
There was a problem hiding this comment.
There doesn't seem to be a general agreement on what bands to use to create a "true color" visualization of hyperspectral imagery. I was basically told to use the wavelengths closest to Sentinel-2 RGB bands, so these are the ones I chose.
Sign up for free
to join this conversation on GitHub.
Already have an account?
Sign in to comment
Add this suggestion to a batch that can be applied as a single commit.
This suggestion is invalid because no changes were made to the code.
Suggestions cannot be applied while the pull request is closed.
Suggestions cannot be applied while viewing a subset of changes.
Only one suggestion per line can be applied in a batch.
Add this suggestion to a batch that can be applied as a single commit.
Applying suggestions on deleted lines is not supported.
You must change the existing code in this line in order to create a valid suggestion.
Outdated suggestions cannot be applied.
This suggestion has been applied or marked resolved.
Suggestions cannot be applied from pending reviews.
Suggestions cannot be applied on multi-line comments.
Suggestions cannot be applied while the pull request is queued to merge.
Suggestion cannot be applied right now. Please check back later.
Formal data loader for EnMAP hyperspectral data.
Will update HySpecNet-11k to use this new metadata once this is merged.
Plotting example image from https://geoservice.dlr.de/eoc/ogc/stac/v1/collections/ENMAP_HSI_L2A/items/ENMAP01-____L2A-DT0000001053_20220611T072305Z_002_V010400_20231221T134421Z: