How to filter the image collection in sentinel2?
The function clip does not filter the image collection on your area of interest. You will need to filter the collection on the area (and date range), using: Your asset seems to be a feature collection, to clip images on that, use: Then apply you clip and cloudmask function by mapping over the image collection:
Where can I find the Sentinel-2 tiling grid?
The Sentinel-2 tiling grid is referenced to the U.S. Military Grid Reference System (MGRS). Tiles can be fully or partially covered by image data. Partially covered tiles correspond to those at the edge of the swath. The download package from the USGS includes one file for each of the 13 spectral bands plus metadata.
How big are the Sentinel 2 image granules?
For your further work, note that sentinel-2 images are cut into 100x100km granules (see the ESA user handbook or GEE dataset catalog). Probably you want to merge them by time or make a composite image for your studyarea and time range. See the link.
What is the purpose of the Sentinel-2 format?
GML provides the encoding necessary for georeferencing the image. Sentinel-2 data are intended for scientific use within a Geographic Information System (GIS) or other special application software that supports the GMLJP2 format.
How are Sentinel-2 surface reflectance and cloud probability different?
Sentinel-2 surface reflectance and Sentinel-2 cloud probability are two different image collections. Each collection must be filtered similarly (e.g., by date and bounds) and then the two filtered collections must be joined.
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 filter image in Google Earth Engine?
As illustrated in the Get Started section and the ImageCollection Information section, Earth Engine provides a variety of convenience methods for filtering image collections. Specifically, many common use cases are handled by imageCollection.filterDate () , and imageCollection.filterBounds ().