GRIB2 | GRIB2 | Development Tools library
kandi X-RAY | GRIB2 Summary
kandi X-RAY | GRIB2 Summary
The GRIB edition 2 templates and tables are published to the Manual on Codes, Volume I.2 (WMO-No. 306) in Part B. The CSV files are the working documents. The TXT and XML files are generated automatically.
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Top functions reviewed by kandi - BETA
- Process CSV files .
- Write the XML file .
- Initialize the object .
- Writes a row to the table .
- Return list of files matching pattern .
GRIB2 Key Features
GRIB2 Examples and Code Snippets
Community Discussions
Trending Discussions on GRIB2
QUESTION
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.
...ANSWER
Answered 2022-Feb-03 at 00:40Given your comfort with PyGRIB, I'd say the solution is to use Conda and install it on Windows. You can use conda-forge's miniforge to install conda. Then, however you get Conda, install pygrib with:
QUESTION
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
...ANSWER
Answered 2022-Jan-04 at 09:22You can access the closest datapoint to a specific latitude/longitude using:
QUESTION
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:
...ANSWER
Answered 2021-Dec-21 at 11:52To mimic the python code you should use string interpolation:
QUESTION
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:
ANSWER
Answered 2021-Nov-19 at 13:41After not getting any further I've posted the same question as an issue in the cfgrib
GitHub project, and got a response there: the solution is to add the path of the custom code tables to the ECCODES_DEFINITION_PATH
environment variable:
QUESTION
My code code for pulling in a grib file of windspeeds in New England:
...ANSWER
Answered 2021-Oct-25 at 15:53I believe this is not a code problem, but rather the file which wasn't written correctly. If you take only one line every two lines, you get a correct map :
QUESTION
I'm manipulating GRIB2 forecast files and I'm having trouble using the GRIB2Tools library.
I have an Array[Byte]
representing the content of a GRIB2 dataset. Because I want to be able to get value at specific location, I wrote this variable's content to a file which I'm then loading as an InputStream
to use it with the getValueAtLocation(id, lat, long)
and/or interpolateValueAtLocation(id, lat, long)
. I can perfectly read the metadata of the file, but as soon as I call one of those 2 previous methods, I get an IndexOutOfBoundException.
Here is the Scala code I use to write the GRIB2 bytes array (variable bytes
) on a file and then load it as an InputStream:
ANSWER
Answered 2021-Oct-20 at 07:21After some research with the dev of the Grib2Tools library, it turns out that the issue was coming from my GRIB file. The national forecast organization of my country, Météo France, add a bitmap on top of the data to indicate whether or not there's a value available at given coordinates. This feature wasn't supported by Grib2Tools, wich lead to data misunderstanding and errors at execution. This bitmap feature will be supported soon thanks to the dev.
QUESTION
I'm trying to use Fsspec to create a local cache of a data file store in a public access bucket on AWS s3. The public access bucket is located here.
It is 100% necessary for me to do this in local file cache because this intended to scale and I don't want to physically download each individual file. I'm trying to do this with an API call fsspec that uses the underlying botocore framework. A simple, minimal reproducible example looks like this:
import fsspec
...ANSWER
Answered 2021-Oct-19 at 13:05The following works fine:
QUESTION
I need to project longitude/latitude coordinates in the terra package, but I don't believe it is working correctly, as I am trying to extract data from a raster with this projection, but the data is not being extracted correctly.
Here's my lon/lat points and the code I am using to try to project them.
...ANSWER
Answered 2021-Jun-13 at 18:23Why do you think it has to do with the projection? Either way, it appears to work for me.
QUESTION
I am moving from
...ANSWER
Answered 2021-May-16 at 19:15Ok after digging I found it.. according to https://github.com/Unidata/netcdf-java/wiki/Common-Client-Changes it was moved to NetcdfDatasets.openDataset(path)
QUESTION
I've been writing a code to download GRIB (weather) file of of the internet for future use. Right now, I'm only a the stage of downloading and writing in the right folder but for some reason when I ue TQDM for a progress bar, the file size almost doubles. Without the progress the file size is fine.
With the following code I get a 2.3MB file.
...ANSWER
Answered 2021-Mar-25 at 22:19If you're using r.iter_content
you shouldn't also call f.write(r.content)
- then you're writing the data twice (and lose the streaming behavior you're trying to get).
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Install GRIB2
You can use GRIB2 like any standard Python library. You will need to make sure that you have a development environment consisting of a Python distribution including header files, a compiler, pip, and git installed. Make sure that your pip, setuptools, and wheel are up to date. When using pip it is generally recommended to install packages in a virtual environment to avoid changes to the system.
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