Cloud mask - SNAP sentinel 2

Optical Toolbox
#61

for band 2:
IF $1.cloud_mask == 0 THEN $2.B2 ELSE $1.B2

(given that the mask is 0 in clouded areas, otherwisee you have to adjust this value)

#62

@ABraun, Thank you so much. I am trying to do so.

#63

Hey, could you please share with us the steps for cloud masks creation?
I have a Sentinel 2A L2A image that has clouds and I want to mask them.

#64

Hey, I tried to do this and this is what I got as a result

Problem2
Problem2.PNG876×522 52.2 KB

#65

@Rim: Your rasters should not be named band_1, band_2 ect. in SNAP. If you import the L2A product they should have correct names and also there should be quality bands in the product.
You can then check “show masks” in the band maths to create your expression, but currently the statement refers to raster names which are not there.

Have you done anything before applying the band maths?

#66

I haven’t done anything so far besides importing my raster image to SNAP

#67

Where did you download it and how did you import it?

Make sure you import it via File > Import > Optical > Sentinel-2 > L2A

#68

I downloaded it from the scihub.copernicus website.
If I try to go file>import>optical sensor>sentinel2>L2A when browsing for the image. I can’t find it.

#69

File/Import/Optical Sensors/Sentinel-2/S2-MSI L2A
The file you should open is the *.xml

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#70

which snap tool would be more useful to apply a cloud mask to sentinel2 products, and eliminate the value of clouds of clouds and shadows

I appreciate any input

#71

please have a look here:

1 Like
#73

Can you tell me than how can i use cloud mask on NDSI image which i have calculated using S2A MSIL1C?

#74

You can apply Idepix to your L1C products: Optical>Preprocessing>Masking>Idepix

1 Like
#75

Hello!! appreciated StephP
After the fourth point I don’t understand you, you could be more specific. Thank you

#76

Hello Abruescas
Thanks for your input, I would like to know what parameters I should use the idepix tool to remove the value of the pixels from the clouds in an S2A-Misilc image.

Thanks in advance.

#77

How can i apply idepix to MODIS products

#78

you first install it via the Plugins menu

grafik
grafik.png886×554 33.1 KB

Make sure you download MODIS L1B Calibrated Radiance products: https://search.earthdata.nasa.gov/search?q=MOD021

Then you apply IDEPIX

grafik
grafik.jpg1419×924 688 KB

grafik
grafik.jpg1920×937 1.14 MB

1 Like
#79

Help!!
I have the following problem, I already applied cloud mask with idepix to sentinel 2 and modis, remove the value of the pixels corresponding to the clouds using the Band-Math tool, save in the default Snap format (Beam-Dimap) but when opening them In the Sig Qgis tool the cloud masks do not appear, and the pixels of the clouds are still there, it is as if nothing had been done. I tried to save and use another format I tried with Geo-Tiff format but I only get one file with the information of all the bands, and I want the bands to be individual (one file for each band) also that the pixels of the clouds do not interfere with the other pixels and be able to visualize the results in another Sig tool to verify.

I appreciate any input.

#80

QGIS cannot read the valid-pixel expressions or masks which belong to a BEAM DIMAP product, they are only used in SNAP. For QGIS the raster is simply a matrix with values. GeoTiff also doesn’t store such metadata.

If you want to permanently remove these values, you have to replace the raster values, for example in the band maths.

IF band_1 == mask THEN 0 ELSE band_1

This replaces any pixel within the mask by zero . If you then open the raster in QGIS you can set 0 as the NoData value (in the transparency tab): S1 tile in QGIS: Zero values

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displacement post-processing
#81

Thank you very much Abraun, it has been very helpful