

On request we offer consistency checks for your model.

Do not create additional subfolders and only store NetCDF files.After file transfer, give group write permissions to all files, e.g with 'chgrp -R bb0820 MODEL_FOLDER'.Be sure to place your files in the correct folders, incorrect upload can delay the processing of your files.There you will find subfolders corresponding to the climate forcing and the time periods of the simulation round. You will submit your simulations to the Upload folder at DKRZ below /work/bb0820/ISIMIP//UploadArea/// _tmp/.Incorrect formatting can delay the analysis of your files. Please comply precisely with the formatting to facilitate comparison among different models and between global and regional scale. Before uploading your files, please review the Simulation Protocols corresponding to your simulation round and the formatting rules below.To access this server, you will need an account for more information check our notes on Accessing ISIMIP data on the DKRZ server. Simulations are submitted to a dedicated file system on a central server located at DKRZ Hamburg.Note that this is not a proper timeseries analysis like the authors did in their paper, it is showing only the difference between two particular years. The areas that were greener in 2012 compared to 1982 are represented by positive numbers (green in this color scheme). R_diff <- flip( r_diff, direction = "y ") Install the packages, as well as their dependencies, using the function `install.packages()`. Packages are a collection of documentation, functions, and other items that someone has created and compiled for others to use in R.

In addition to the built-in functionality of R, we will use four packages throughout this exercise.

Title: "How to Open and Work with NetCDF Data in R "
