No Images found for the month of June in Sentinel-2 using Google Earth Engine

Question

I am trying to collect images using Sentinel-2 for the month of June, but it says no image was found.

Here is the code snippet

var s2 = ee.ImageCollection("COPERNICUS/S2_SR")

Map.centerObject(thane,12)  //ROI

var rgbVis = {
  min: 0.0,
  max: 3000,
  bands: ['B4', 'B3', 'B2'],
};

var bands = ['B2', 'B3', 'B4','B8']
 
var filtered = s2
.filter(ee.Filter.lt('CLOUDY_PIXEL_PERCENTAGE', 10))
  .filter(ee.Filter.date('2018-06-01', '2018-06-30'))
  .filter(ee.Filter.bounds(thane))
  .select(bands)

Here is the error

Image (Error)
Image.sampleRegions: Invalid numInputs: 0.

I checked this previously asked question on stackoverflow. So I believe it is the issue with the month number. But when I changed it to '6' instead of '06', the issue remained.

How can I resolve this? Please find the code here

Answer 1

In the dataset catalog for that collection:

The Sentinel-2 L2 data are downloaded from scihub. They were computed by running sen2cor. WARNING: ESA did not produce L2 data for all L1 assets, and earlier L2 coverage is not global.

You will have to fallback to the "COPERNICUS/S2 or COPERNICUS/S2_HARMONIZED collections, which unfortunately are not surface reflectance.