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Hello! Thank you for following up with more information. Your document was very helpful in seeing the issue you're having. From here, it looks like either zygrib is failing somewhere in recording your latitude information, or cfgrib is failing to read it in correctly. Either way, this looks to be something we can't offer much help for here at Unidata. If you know what the latitude values for your data are supposed to be, you could manually update the latitude dimension in your xarray Dataset to its correct values. Otherwise, we might suggest putting together the information you've given us here and the data you're working with, and seeking support with these other projects to figure out why these values are turning up incorrect. Cfgrib support: cfgrib issues on Github: https://github.com/ecmwf/cfgrib/issues [cfgrib] tag on stackoverflow: https://stackoverflow.com/search?q=cfgrib zyGrib has e-mail support and community support through their forums available at their website, https://zygrib.org/ Hope this helps, and good luck. Let us know if there are any further ways we can try to help out. Thanks! All the best, Drew > So from your answer i'm ready to give you more information about what i'm > doing , i can also share with you my codes too and hope you can help me > with that because most people with python when i ask them total > precipitation visualise well few people know about that. i share with you > word document with full explanation and what i'm planning to do Ticket Details =================== Ticket ID: KWB-294985 Department: Support Python Priority: Low Status: Closed =================== NOTE: All email exchanges with Unidata User Support are recorded in the Unidata inquiry tracking system and then made publicly available through the web. If you do not want to have your interactions made available in this way, you must let us know in each email you send to us.