How to download Sentinel images from Google Earth Engine?
While trying to download sentinel image for a specific location, the tif file is generated by default in drive but its not readable by openCV or PIL.Image ().Below is the code for the same. If I use the file format as tfrecord.
How to use Google Earth Engine in Python?
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What is the ID of the Sentinel-2 satellite?
Uniquely identifies a given Datatake. The ID contains the Sentinel-2 satellite, start date and time, absolute orbit number, and processing baseline. The use of Sentinel data is governed by the Copernicus Sentinel Data Terms and Conditions.
Where can I download Google Earth Engine Collection?
Cloud Storage is generally the best option when it comes to exporting many files, as there is a handy command-line interface, gsutil to download (and upload) in bulk. But if all you need is Sentinel-2 imagery, you can download directly from the public Cloud Storage bucket that Google maintains for this.
How to do cloud masking in Google Earth?
# Subset the cloudmask band and invert it so clouds/shadow are 0, else 1. # Subset reflectance bands and update their masks, return the result. Add cloud and cloud shadow component bands to each image and then apply the mask to each image.
How to mask cloud shadows in Earth Engine?
Define functions to display image and mask component layers. Tutorials contributed by the Earth Engine developer community are not part of the official Earth Engine product documentation. This tutorial is an introduction to masking clouds and cloud shadows in Sentinel-2 (S2) surface reflectance (SR) data using Earth Engine.
How to mask clouds and shadows over an entire Sentinel-2 image collection?
This is an old question, but for the sake of completeness, here is comprehensive tutorial on how to mask clouds and their shadows over an entire Sentinel-2 image collection: https://developers.google.com/earth-engine/tutorials/community/sentinel-2-s2cloudless