How to open a NetCDF file in R programming
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4 ماه پیش
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In this video, you will
In this video, you will learn how to open a NetCDF file in R, understand the contents, and extract the metadata and data. You will also learn about the Climate & Forecast (CF) conventions and the Attribute Convention for Data Discovery (ACDD). For a NetCDF file to be compliant with the FAIR principles, it should adhere to both these conventions.
Chapters
00:00 Introduction
00:58 Data used in this video
02:10 Open a NetCDF file in R
02:45 Understanding the contents (an overview)
05:40 Accessing variable and global attributes
07:34 The CF and ACDD conventions
11:30 Inquiring about dimensions
11:54 Accessing data from variables
12:47 Accessing a subset of a 1D variable
13:40 Accessing data from a subset of multidimensional variables
15:39 Accessing a timeslice for a desired date or time
How to cite this course
If you think this course contributed to the work you are doing, consider citing it in your list of references. Here is a recommended citation:
Marsden, L. (2024, May 31). NetCDF in R - from beginner to pro. Zenodo. doi.org/10.5281/zenodo.11400754
All videos in this course
01: • How to open a NetCDF file in R progra...
02: • How to plot data from a NetCDF file i...
03: • How to write a data from a NetCDF fil...
Code
This tutorial series is accompanied by a Jupyter Book with code, explanations and more examples. You can find the relevant section here:
lhmarsden.github.io/NetCDF_in_R_from_beginner_to_p…
Data used in this video
www.ncei.noaa.gov/access/metadata/landing-page/bin…
OPeNDAP URL:
www.ncei.noaa.gov/thredds/dodsC/noaa-global-temp-v…
If you use these data, please cite them properly to credit the authors:
H.-M. Zhang, B. Huang, J. H. Lawrimore, M. J. Menne, and T. M. Smith (2019): NOAA Global Surface Temperature Dataset (NOAAGlobalTemp), Version 5.0. NOAA National Centers for Environmental Information. doi:10.25921/9qth-2p70 2024-04-25.
Useful links
RNetCDF documentation: cran.r-project.org/web/packages/RNetCDF/RNetCDF.pd…
Climate and Forecast (CF) conventions: cfconventions.org/
CF standard names: cfconventions.org/Data/cf-standard-names/current/b…
Attribute Convention for Data Discovery: wiki.esipfed.org/Attribute_Convention_for_Data_Dis…
NetCDF compliance checker: compliance.ioos.us/index.html
4 ماه پیش
در تاریخ 1403/02/09 منتشر شده
است.
623
بـار بازدید شده