Just as in this question, I download a sentinel tif file:

from pystac_client import Client

catalog = Client.open("https://earth-search.aws.element84.com/v0")

mysearch = catalog.search(collections=['sentinel-s2-l2a-cogs'],
                          query =  {"eo:cloud_cover":{"lt":1}},
print(f"{mysearch.matched()} items found")

resdict = mysearch.get_all_items_as_dict()

Select one:


This is a dict:

{'eo:bands': [{'center_wavelength': 0.8351,
   'common_name': 'nir',
   'full_width_half_max': 0.145,
   'name': 'B08'}],
 'gsd': 10,
 'href': 'https://sentinel-cogs.s3.us-west-2.amazonaws.com/sentinel-s2-l2a-cogs/18/T/YL/2021/3/S2A_18TYL_20210330_0_L2A/B08.tif',
 'proj:shape': [10980, 10980],
 'proj:transform': [10, 0, 699960, 0, -10, 4600020, 0, 0, 1],
 'roles': ['data'],
 'title': 'Band 8 (nir)',
 'type': 'image/tiff; application=geotiff; profile=cloud-optimized'}

Let's see what Rasterio can tell us about the file:

src = rasterio.open('https://sentinel-cogs.s3.us-west-2.amazonaws.com/sentinel-s2-l2a-cogs/18/T/YL/2021/3/S2A_18TYL_20210330_0_L2A/B08.tif')

Then, if I do:


I get:

PROJCS["WGS 84 / UTM zone 18N",GEOGCS["WGS 84",DATUM["WGS_1984",SPHEROID["WGS 84",6378137,298.257223563,AUTHORITY["EPSG","7030"]],AUTHORITY["EPSG","6326"]],PRIMEM["Greenwich",0,AUTHORITY["EPSG","8901"]],UNIT["degree",0.0174532925199433,AUTHORITY["EPSG","9122"]],AUTHORITY["EPSG","4326"]],PROJECTION["Transverse_Mercator"],PARAMETER["latitude_of_origin",0],PARAMETER["central_meridian",-75],PARAMETER["scale_factor",0.9996],PARAMETER["false_easting",500000],PARAMETER["false_northing",0],UNIT["metre",1,AUTHORITY["EPSG","9001"]],AXIS["Easting",EAST],AXIS["Northing",NORTH],AUTHORITY["EPSG","32618"]]

This seem to suggest that for Latitude - Longitude conversion, I need to use UTM zone 18N. Lets plot the image:

src = rasterio.open(resdict['features'][3]['assets']['B08']['href'])
plt.imshow(src.read(1), cmap='pink')

enter image description here

This is the tip of Long Island. On Google Maps, lets plot a point 41, -71.5 on this area:

enter image description here

The coordinates 41, -71.5 seem to be on my image as well. I then use this website to convert 41, -71.5 to UTM, I get this result:

enter image description here

Ie it seem to think that UTM Zone 18T is used.

Using Wikipedia's map, the 18T Zone seems to be correct.

Shouldn't an image showing the tip of Long Island have the same UTM Zone as a coordinate corresponding to the tip of Long Island? Why is this discrepancy?

I am concerned about this because it was suggested in the comment section of this question that to find pixel coordinates from Latitude-Longitude, first I need to convert to UTM. My UTM Easting and UTM Northing value might be wrong if I use the wrong Zone, at least that is my understanding.

(I am new to GIS.)

  • It is not clear why you think your image is placed incorrectly. Also, it usually is easier to work with EPSG-codes instead of zone-names, since there have been changes to CRS-definitions over the years.
    – Erik
    Sep 2 at 9:02
  • I think it is unlikely that anything is incorrect here, my aim is to understand these (and not to claim I've found mistakes). Sorry if I was unclear.
    – zabop
    Sep 2 at 9:23

There are, confusingly, two ways of naming UTM zones. One is using the latitude band from MGRS, which is how you get 18T. The other is to simply use "N" for north of the equator and "S" for south of the equator, which is how you get 18N.

  • Ouch. That's unexpected. Thank you.
    – zabop
    Sep 2 at 9:50
  • 18T isn't a UTM Zone, it's a Military Grid Reference System (MGRS) rectangle code within a UTM Zone. It just happens that MGRS nnN aligns with the zero to eight degrees north rectangle of UTM Zone nn North.
    – Vince
    Sep 2 at 10:37

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