ArcGIS Living Atlas

Sunset Colormapping

Need help finding the right colors for your layer or project? It can be easier than you think when you use nature as your guide.

In this blog we will create sunset themed solar energy palettes using design tools and then apply them to a raster layer using ArcGIS Pro raster functions.  This is a GIS approach that is one part art and one part technique.

Global Solar Energy Potential Available in ArcGIS Living Atlas

As a cartographer for Esri’s Environment Team I created the color palettes for the Global Solar Atlas in ArcGIS Living Atlas.  This layer allows you to see solar potential for where you live as well as other variables to understand your situation more specifically.

When coming up with the color palettes there were several things to consider:

  1. The raster layer has six different solar variables.
  2. This version will display the six variables as processing templates so that users can switch between different renderers. Each one needs their own palette with 10-13 color classes.
  3. They must all look good together as a set.
  4. Each palette needs to work on both a light or dark basemap (quite tricky).
  5. Should have yellow as the highest or most optimum value (natural intuitive color for the sun) so the viewer understands that yellow = most favorable/best in all templates.
  6. All colors should be sequential and discernible while not appearing to be more important than the other and yet highlighting the highest potential.

Did I just say six yellows?  Quite a challenge and if you have worked with yellow you will understand this.

Image showing the different yellows on a light and dark base map by HEX value.

Nature’s Palettes

Nature is the best place to find perfect arrangements of color.  There are endless possibilities from the iridescent and bold patterns found on animals to the subtle hues of wide open landscapes.  The color palettes for our maps are naturally all around us – now to try and tap into them.

Sunset from Tunnel View in Yosemite National Park.
Sunset from Tunnel View in Yosemite National Park.

While pondering a sunset I realized that I didn’t need to look any further for ideas for these six solar templates.  It’s all right there.  The solar layer would mimic those dazzling gradients and magnificent cloud colors that sweep across the sky.  What a perfect way to represent the solar data in its most true and fundamental form.

Creating the Palette

Here’s a wonderful new friend – the ColorPic tool.  This allows you to EASILY sample colors from anywhere on your computer!

Use of ColorPic tool on an image of a sunset.

Another tool that’s available online is Adobe Color and it’s just spectacular.  Here you can upload a photo, toggle around the image for the colors desired, and then export the palette directly into your Adobe library.  How handy!  It also makes gradients!

Use of Adobe Color tool with a sunset image.

Artistic Process

For this project I photographed sunsets and sunrises over the course of several weeks and using the tools above sampled the images until I found the perfect color that represented each of the unique solar variables.  Next I created the six palettes by blending the colors together in Adobe Illustrator.

How to use Adobe Illustrator to blend and create color palettes.

Now let’s take one of those color palettes and apply it to one of the solar variables.

Use a Raster Function Template to Assign the Palette

This will be a two step process:

  1. Develop the two source files needed – one .csv table that contains the data classes and one .clr table of RGB colors for each of those classes.
  2. Build, save, and run the Raster Function Template (RFT) that contains two functions that will pull the information from the two tables.

RFT’s are incredible and behave like models.  They contain one or more raster functions that are chained together to produce a workflow. The function can then process pixels on-the-fly which no longer means saving to disk or recreating another version of the raster…and it gets even better because these templates can than be exported and shared.

For this example we will leverage two functions that are part of an abundant function library available in Pro:

Remap – This allows you to change or reclassify the pixel values of your raster data through specifying a range of pixel values to map to an output pixel value or by using a table to map the pixel values to output pixel values

Colormap – This function is a type of raster data renderer. It transforms the pixel values to display the raster data as either a grayscale or a color (RGB) image based on specific colors in a color map file, or based on a color ramp.

Create your Source Files

Begin in Excel by entering in your classes and assigning a minimum (Min) and maximum (Max) range for each cell (Column B & C in the graphic below) as well as a class value called ClasVal (Column D).  Make sure your ranges are back to back.  Save as a .csv file type.

Second take those classes into a program like Notepad++ and individually add in your color’s RGB value.  Separate each item by only one space (double check your formatting) and enter the same ClasVal.  Save as a .clr file type.

How to set up your Remap and Colormap.

Build the Raster Function

In ArcGIS Pro add in your raster layer and from the ribbon select Analysis – Function Editor.

Where to find the Raster Function Editor in the ribbon in Pro.

Here’s a video showing how to add the raster layer along with the Remap and Colormap functions to the RFT:

Showing how to add the raster layer along with the Remap and Colormap functions to the Raster Function Template.

Now that we have everything in the builder, double-click on each of the functions to open up their settings and please set them like this:

Remap Function

How to set up the Remap in the Raster Function Editor.

Colormap Function

How to customize the Colormap to the Raster Function Editor.

Now that everything is configured SAVE and run the Raster Function Template.

How to save and run your Raster Function Template.

There is a Pro Package here of a sample solar variable (OPTA) and the .clr and .csv files if you would like to walk through the steps above.

Now that we have built our different palettes and created all of the files necessary to apply them to our Raster Function, let’s see how they look as finished products.

Results

A picture of a sunset and the palette for the PV Electricity Output variable.
A picture of a sunset and the palette for the Optimum Tilt of PV Modules variable.
A picture of a sunset and the palette for the Global Solar Irradiation variable.
A picture of a sunset and the palette for the Direct Normal Irradiation variable.
A picture of a sunset and the palette for the Diffuse Horizontal Irradiation variable.

Switching between Renderers

Check out the finished products in Online or Pro by adding in the Global Solar Atlas from ArcGIS Living Atlas.  Show below are the processes for switching between the different renderers:

ArcGIS Online

How to switch the renderers in ArcGIS Online.

ArcGIS Pro

How to switch the renderers in ArcGIS Pro.

Palettes also work with Dark…

Remember the original criteria?  It had to work on a dark basemap?  Check out this post on Esri’s Instagram page:

Instagram post showing the palette on a dark basemap.

Other Palette Building Resources

PhotoChrome.io – A wonderfully wicked creation by Esri’s own Jinnan Zhang and John Nelson.  Type in a word and it sources photographs with that tag and then creates a palette.

PhotoChrome.io sample showing a search for a sunset.

Chroma.js Color Palette Helper where you can easily build palettes by taking your known HEX values, number of classes, and if you want a sequential or diverging palette.

Chroma.js sample of a sunset palette.

Thank you and please reach out to me for comments or questions.

Geography matters!  All sunset and sunrise photos were taken from a spot at the end of a quiet and dusty dirt road in Mariposa, California.

About the author

Emily has worked professionally in GIS for 17 years. She has mapped elephants in Thailand, wildlife poachers in the Republic of Palau, land use related issues around Yosemite National Park, and active wildfire incidents for the State of California. Presently she is a Cartographer with the Environment Team for ArcGIS Living Atlas of the World.

Connect:

Leave a Reply

Please Login to comment

Next Article

What's new in ArcGIS Survey123 (October 2020)

Read this article