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					WRF Users' Workshop 2018 | 
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					WRF Users' Workshop 2018 | 
				
			
			
		
	
		
		
			
				
					
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					Welcome WRF-Python tutorial attendees! | 
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					Welcome WRF-Python Tutorial attendees! | 
				
			
			
				
				
			
		
	
		
		
	
		
		
			
				
					
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					The instructions below should be completed prior to arriving at the tutorial.   | 
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					If you wish to actively participate in the tutorial, please bring your own  | 
				
			
			
				
				
			
		
	
		
		
			
				
					
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					There will not be enough time to do this during the tutorial. | 
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					laptop. **Due to limited time constraints, the instructions below should be  | 
				
			
			
				
				
			
		
	
		
		
	
		
		
	
		
		
			
				
					
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					completed prior to arriving at the tutorial**. | 
				
			
			
		
	
		
		
			
				
					
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					I will be executing the same cells as the student workbook, so if you prefer  | 
				
			
			
		
	
		
		
			
				
					
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					to sit and watch, that's OK too. Following the tutorial, I will upload  | 
				
			
			
		
	
		
		
			
				
					
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					the instructor slides in to the same GitHub location as the student workbook if  | 
				
			
			
		
	
		
		
			
				
					
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					you want to try it out later. | 
				
			
			
		
	
		
		
			
				
					
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					Prerequisites | 
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					Prerequisites | 
				
			
			
		
	
		
		
			
				
					
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					@ -76,7 +82,7 @@ Step 2: Download Miniconda | 
				
			
			
		
	
		
		
			
				
					
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					For this tutorial, you will need to download and install Miniconda.  We are  | 
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					For this tutorial, you will need to download and install Miniconda.  We are  | 
				
			
			
		
	
		
		
			
				
					
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					going to use Python 2.7, but it will also work with Python 3.5+.  | 
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					going to use Python 3.6, but it will also work with Python 2.7.  | 
				
			
			
				
				
			
		
	
		
		
	
		
		
			
				
					
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					Please use the appropriate link below to download Miniconda for your operating  | 
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					Please use the appropriate link below to download Miniconda for your operating  | 
				
			
			
		
	
		
		
			
				
					
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					system.  | 
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					system.  | 
				
			
			
		
	
	
		
		
			
				
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					@ -85,11 +91,11 @@ system. | 
				
			
			
		
	
		
		
			
				
					
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					   64-bit OS recommended   | 
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					   64-bit OS recommended   | 
				
			
			
		
	
		
		
			
				
					
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					`Win64 <https://repo.continuum.io/miniconda/Miniconda2-latest-Windows-x86_64.exe>`_ | 
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					`Win64 <https://repo.continuum.io/miniconda/Miniconda3-latest-Windows-x86_64.exe>`_ | 
				
			
			
				
				
			
		
	
		
		
	
		
		
			
				
					
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					`Mac <https://repo.continuum.io/miniconda/Miniconda2-latest-MacOSX-x86_64.sh>`_ | 
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					`Mac <https://repo.continuum.io/miniconda/Miniconda3-latest-MacOSX-x86_64.sh>`_ | 
				
			
			
				
				
			
		
	
		
		
	
		
		
			
				
					
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					`Linux <https://repo.continuum.io/miniconda/Miniconda2-latest-Linux-x86_64.sh>`_ | 
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					`Linux <https://repo.continuum.io/miniconda/Miniconda3-latest-Linux-x86_64.sh>`_ | 
				
			
			
				
				
			
		
	
		
		
	
		
		
			
				
					
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					For more information, see: https://conda.io/miniconda.html | 
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					For more information, see: https://conda.io/miniconda.html | 
				
			
			
		
	
		
		
			
				
					
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					@ -97,8 +103,8 @@ For more information, see: https://conda.io/miniconda.html | 
				
			
			
		
	
		
		
			
				
					
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					    **What is Miniconda?** | 
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					    **What is Miniconda?** | 
				
			
			
		
	
		
		
			
				
					
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					    If you have used the Anaconda distribution for Python before, then you will be  | 
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					    If you have used the Anaconda distribution for Python before, then you will  | 
				
			
			
				
				
			
		
	
		
		
			
				
					
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					    familiar with Miniconda.  The Anaconda Python distribution includes numerous  | 
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					    be familiar with Miniconda.  The Anaconda Python distribution includes numerous  | 
				
			
			
				
				
			
		
	
		
		
	
		
		
	
		
		
			
				
					
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					    scientific packages out of the box, which can be difficult for users to build and  | 
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					    scientific packages out of the box, which can be difficult for users to build and  | 
				
			
			
		
	
		
		
			
				
					
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					    install. More importantly, Anaconda includes the conda package manager.  | 
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					    install. More importantly, Anaconda includes the conda package manager.  | 
				
			
			
		
	
		
		
			
				
					
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					@ -109,7 +115,7 @@ For more information, see: https://conda.io/miniconda.html | 
				
			
			
		
	
		
		
			
				
					
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					    (more on that later). | 
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					    (more on that later). | 
				
			
			
		
	
		
		
			
				
					
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					    Miniconda is a bare bones implementation of Anaconda and only includes the  | 
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					    Miniconda is a bare bones implementation of Anaconda and only includes the  | 
				
			
			
		
	
		
		
			
				
					
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					    conda package manager.  Since we are going to use the conda-forge channel to  | 
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					    conda package manager. Since we are going to use the conda-forge channel to  | 
				
			
			
				
				
			
		
	
		
		
	
		
		
			
				
					
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					    install our scientific packages, Miniconda avoids any complications between  | 
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					    install our scientific packages, Miniconda avoids any complications between  | 
				
			
			
		
	
		
		
			
				
					
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					    packages provided by Anaconda and conda-forge.  | 
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					    packages provided by Anaconda and conda-forge.  | 
				
			
			
		
	
		
		
			
				
					
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					@ -119,9 +125,9 @@ Step 3: Install Miniconda | 
				
			
			
		
	
		
		
			
				
					
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					Windows: | 
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					Windows: | 
				
			
			
		
	
		
		
			
				
					
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					    1. Browse to the directory where you downloaded Miniconda2-latest-Windows-x86_64.exe. | 
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					    1. Browse to the directory where you downloaded Miniconda3-latest-Windows-x86_64.exe. | 
				
			
			
				
				
			
		
	
		
		
	
		
		
			
				
					
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					    2. Double click on Miniconda2-latest-Windows-x86_64.exe.  | 
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					    2. Double click on Miniconda3-latest-Windows-x86_64.exe.  | 
				
			
			
				
				
			
		
	
		
		
	
		
		
			
				
					
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					    3. Follow the instructions. | 
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					    3. Follow the instructions. | 
				
			
			
		
	
		
		
			
				
					
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					@ -134,25 +140,25 @@ Mac and Linux: | 
				
			
			
		
	
		
		
			
				
					
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					    1. Using a terminal, you need to execute the bash shell script that you downloaded by | 
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					    1. Using a terminal, you need to execute the bash shell script that you downloaded by | 
				
			
			
		
	
		
		
			
				
					
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					       doing:: | 
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					       doing:: | 
				
			
			
		
	
		
		
			
				
					
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					            bash /path/to/Miniconda2-latest-MacOSX-x86_64.sh [Mac] | 
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					            bash /path/to/Miniconda3-latest-MacOSX-x86_64.sh [Mac] | 
				
			
			
				
				
			
		
	
		
		
	
		
		
			
				
					
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					            bash /path/to/Miniconda2-latest-Linux-x86_64.sh [Linux] | 
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					            bash /path/to/Miniconda3-latest-Linux-x86_64.sh [Linux] | 
				
			
			
				
				
			
		
	
		
		
	
		
		
			
				
					
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					    2. Follow the instructions.   | 
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					    2. Follow the instructions.   | 
				
			
			
		
	
		
		
			
				
					
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					    3. At the end of the installation, it will ask if you want to add the  | 
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					    3. At the end of the installation, it will ask if you want to add the  | 
				
			
			
		
	
		
		
			
				
					
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					       miniconda2 path to your bash environment.  If you are unsure what to do, | 
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					       miniconda3 path to your bash environment.  If you are unsure what to do, | 
				
			
			
				
				
			
		
	
		
		
	
		
		
			
				
					
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					       you should say "yes".  If you say "no", we're going to assume you know | 
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					       you should say "yes".  If you say "no", we're going to assume you know | 
				
			
			
		
	
		
		
			
				
					
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					       what you are doing. | 
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					       what you are doing. | 
				
			
			
		
	
		
		
			
				
					
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					       If you said "yes", then once you restart your shell, the miniconda2 Python  | 
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					       If you said "yes", then once you restart your shell, the miniconda3 Python  | 
				
			
			
				
				
			
		
	
		
		
	
		
		
			
				
					
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					       will be found instead of the system Python when you type the "python"  | 
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					       will be found instead of the system Python when you type the "python"  | 
				
			
			
		
	
		
		
			
				
					
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					       command.  If you want to undo this later, then you can edit  | 
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					       command.  If you want to undo this later, then you can edit  | 
				
			
			
		
	
		
		
			
				
					
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					       either ~/.bash_profile or ~/.bashrc (depending on OS used) and  | 
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					       either ~/.bash_profile or ~/.bashrc (depending on OS used) and  | 
				
			
			
		
	
		
		
			
				
					
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					       comment out the line that looks similar to:: | 
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					       comment out the line that looks similar to:: | 
				
			
			
		
	
		
		
			
				
					
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					            # added by Miniconda2 4.1.11 installer | 
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					            # added by Miniconda3 x.x.x installer | 
				
			
			
				
				
			
		
	
		
		
			
				
					
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					            export PATH="/path/to/miniconda2/bin:$PATH" | 
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					            export PATH="/path/to/miniconda3/bin:$PATH" | 
				
			
			
				
				
			
		
	
		
		
	
		
		
	
		
		
			
				
					
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					    4. Restart your command terminal. | 
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					    4. Restart your command terminal. | 
				
			
			
		
	
		
		
			
				
					
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					@ -223,7 +229,7 @@ Follow the instructions below to create the tutorial_2018 environment. | 
				
			
			
		
	
		
		
			
				
					
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					      Type or copy this command in to your command terminal:: | 
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					      Type or copy this command in to your command terminal:: | 
				
			
			
		
	
		
		
			
				
					
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					          conda create -n tutorial_2018 python=2.7 matplotlib cartopy netcdf4 jupyter git ffmpeg wrf-python | 
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					          conda create -n tutorial_2018 python=3.6 matplotlib cartopy netcdf4 jupyter git ffmpeg wrf-python | 
				
			
			
				
				
			
		
	
		
		
	
		
		
			
				
					
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					      Type "y" when prompted.  It will take several minutes to install everything. | 
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					      Type "y" when prompted.  It will take several minutes to install everything. | 
				
			
			
		
	
		
		
			
				
					
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					@ -240,7 +246,7 @@ Follow the instructions below to create the tutorial_2018 environment. | 
				
			
			
		
	
		
		
			
				
					
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					             If this is your first install of dbus, automatically load on login with: | 
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					             If this is your first install of dbus, automatically load on login with: | 
				
			
			
		
	
		
		
			
				
					
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					             mkdir -p ~/Library/LaunchAgents | 
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					             mkdir -p ~/Library/LaunchAgents | 
				
			
			
		
	
		
		
			
				
					
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					             cp /path/to/miniconda2/envs/tutorial_test/org.freedesktop.dbus-session.plist ~/Library/LaunchAgents/ | 
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					             cp /path/to/miniconda3/envs/tutorial_test/org.freedesktop.dbus-session.plist ~/Library/LaunchAgents/ | 
				
			
			
				
				
			
		
	
		
		
	
		
		
			
				
					
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					             launchctl load -w ~/Library/LaunchAgents/org.freedesktop.dbus-session.plist | 
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					             launchctl load -w ~/Library/LaunchAgents/org.freedesktop.dbus-session.plist | 
				
			
			
		
	
		
		
			
				
					
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					         This is indicating that the dbus package can be set up to automatically load on login.  You  | 
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					         This is indicating that the dbus package can be set up to automatically load on login.  You  | 
				
			
			
		
	
	
		
		
			
				
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					@ -367,19 +373,15 @@ or xarray, but you can safely ignore these). | 
				
			
			
		
	
		
		
			
				
					
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					Step 7: Obtain WRF Output Files | 
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					Step 7: Obtain WRF Output Files | 
				
			
			
		
	
		
		
			
				
					
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					---------------------------------- | 
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					For this tutorial, we strongly recommend that you use your own WRF output files.   | 
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					A link will be provided in an email prior to the tutorial for the WRF-ARW  | 
				
			
			
				
				
			
		
	
		
		
			
				
					
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					The tutorial includes an easy way to point to your own data files.  The WRF  | 
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					data files used for the examples. If you did not receive this email, the link  | 
				
			
			
				
				
			
		
	
		
		
			
				
					
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					output files should all be from the same WRF run and use the same domain.   | 
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					will also be provided at the tutorial itself.   | 
				
			
			
				
				
			
		
	
		
		
			
				
					
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					If your files are located on another system (e.g. yellowstone), then copy 2 or  | 
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					3 of these files to your local computer prior to the tutorial. | 
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					If you do not have any of your own WRF output files, then you can download the  | 
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					instructor data files from a link that should have been provided to you in an  | 
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					email prior to the tutorial. | 
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					If you are using the link provided in the email for your data, you can follow  | 
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					You also have the option of using your own data files for the tutorial by  | 
				
			
			
				
				
			
		
	
		
		
			
				
					
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					the instructions below to place your data in the default location for your  | 
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					modifying the first Jupyter Notebook cell to point to your data set.  | 
				
			
			
				
				
			
		
	
		
		
			
				
					
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					workbook. | 
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					However, there is no guarantee that every cell in your workbook will work  | 
				
			
			
				
				
			
		
	
		
		
	
		
		
	
		
		
	
		
		
			
				
					
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					without some modifications (e.g. cross section lines will be drawn outside of  | 
				
			
			
		
	
		
		
			
				
					
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					your domain). | 
				
			
			
		
	
		
		
			
				
					
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					    1. The link in the email should take you to a location on an Amazon cloud  | 
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					    1. The link in the email should take you to a location on an Amazon cloud  | 
				
			
			
		
	
		
		
			
				
					
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					       drive. | 
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					       drive. | 
				
			
			
		
	
	
		
		
			
				
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