grib | grib2 file format for meteorological data representations | Data Visualization library

I am working with .tif images. I try to read a .tif image in order to access it later on pixel level and read some values. The error that I get when using Pillow is this:

I am attempting to plot fields from a GRIB2 file of GFS model data (example file: https://nomads.ncep.noaa.gov/pub/data/nccf/com/gfs/prod/gfs.20220202/12/atmos/gfs.t12z.pgrb2.0p25.f006 ). Normally I would just use PyGRIB and I'd have this problem solved yesterday, but I am on Windows (because it's what my employer uses, so I'm stuck with it and have to make this work on a Windows environment) and Windows and PyGRIB don't play nice. I am able to open the GRIB2 file and even plot variables over the entire domain using GDAL. The only problem is I need a way to get an array of the latitude and longitude values at each grid point (similar to in PyGRIB doing .latlons() on a GRIB message) so I can plot a subset of the domain.

Basically, I'm trying to replicate what is being done in this video, and need the data (got it using dataset.GetRasterBand(269).ReadAsArray()), then the lat/lon information.

I also tried using xarray, but Windows doesn't play nice with xarray either.

I'm trying to access the data in a GRIB2 file at a specific longitude and latitude. I have been following along with this tutorial (https://www.youtube.com/watch?v=yLoudFv3hAY) approximately 2:52 but my GRIB file is formatted differently to the example and uses different variables

I have a 17GB GRIB file containing temperature (t2m) data for every hour of year 2020. The dimensions of Dataset are longitude, latitude, and time.

My goal is to compute the highest temperature for every coordinate (lon,lat) in data for the whole year. I can load the file fine using Xarray, though it takes 4-5 minutes:

I would like to download a grib2 file data in a range, as done in this Python notebook: https://nbviewer.org/github/microsoft/AIforEarthDataSets/blob/main/data/noaa-hrrr.ipynb (see cell 5)

I have tried the following code, but it seems to download the whole GRIB file instead of the range:

I want to make elements in row in one layout and a lot of layouts will be in GroupBox, it must be like this.

Result Interface

I try to release this

I am trying to use the Grib.Api package to read the content of a .grib file. The code I'm using is picked up from the gitHub code of the library (https://github.com/GribApiDotNet/GribApi.NET):

I am working on a short script which should slice a tiff file in smaller pieces.

The files are bigger as typical (the biggest file has 16000 x 28800 pixels 1 bit depth)

My idea is, to crop each of this rectangles and save this as a new file, with the same resolution as the original image

I'm trying to load GRIB2 files from DWD's ICON model using xarray and cfgrib. Most variables work fine, but for some (like for example CLCL), xarray.open_dataset raises the following error: