learning r - handling netcdf files

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Handling NetCDF files http://tinyurl.com/LearningR-NetCDF José Roberto Motta Garcia garcia.cptec@gmail 6/24/22 Leaning

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Page 1: Learning R - Handling NetCDF files

Handling NetCDF files

http://tinyurl.com/LearningR-NetCDF

José Roberto Motta [email protected] 3, 2023

Leaning

Page 2: Learning R - Handling NetCDF files

José Roberto M. Garcia Dec-16Handling NetCDF files

NetCDF file

• Network Common Data Form• Stores data in matrix format (grid), e.g., climate data• Self-documented → metadata inside• Portable • Created by Unidata http://www.unidata.ucar.edu/software/netcdf/ (UCAR)• Handling NetCDF with R → RNetCDF package

Visualizing NetCDF via sfwhttp://www.giss.nasa.gov/tools/panoply/

Visualizing NetCDF via R

Page 3: Learning R - Handling NetCDF files

José Roberto M. Garcia Dec-16Handling NetCDF files

Reading NetCDF file

# of dimensions, e.g., lon, lat, time, ...

# of variables, e.g., lon, lat, time, temp, ...

# of global attributes, e.g., title, source, ...

# ID of the unlimited dimension or NA

Page 4: Learning R - Handling NetCDF files

José Roberto M. Garcia Dec-16Handling NetCDF files

More on NetCDF info

variable's attributes

Page 5: Learning R - Handling NetCDF files

José Roberto M. Garcia Dec-16Handling NetCDF files

NetCDF variable content

It's a monthly dataset, so there are 12 months!

Page 6: Learning R - Handling NetCDF files

José Roberto M. Garcia Dec-16Handling NetCDF files

Reading variables and attributes

Page 7: Learning R - Handling NetCDF files

José Roberto M. Garcia Dec-16Handling NetCDF files

Plotting data

Page 8: Learning R - Handling NetCDF files

José Roberto M. Garcia Dec-16Handling NetCDF files

Creating attributes

Defines global attributes

Defines attributes of existing variables