SpectralWorkbench.org is a web-based software suite for collecting spectra, using your Pu...
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SpectralWorkbench.org is a web-based software suite for collecting spectra, using your Public Lab DIY spectrometer.
Once you have an assembled spectrometer connected to your computer or smartphone, create an account at https://spectralworkbench.org, log in and click Capture. You'll then be able to connect to your spectrometer, capture and save spectra, and analyze and share them.
Watch the video below for a quick overview on capturing spectra.
You'll notice that many other spectra on the site have a scale showing "nm" or nanometer units on the horizontal axis. To get scaled data, you must calibrate your spectrometer. There are several kinds of calibration but here we're talking about wavelength calibration, which allows your spectrometer to display a wavelength value for any color of light it sees. Luckily, this is easy -- to learn how, see the Spectral Workbench Calibration page.
Ask a question or help answer future questions on this topic
Spectral Workbench has a range of tools which may be used on any spectrum page to manipulate or analyze your data. Read about them on the Tools page
The "find similar spectra" tool has also been added to the tools page
You can save multiple spectra in a permanent set in one of two ways:
Technique 1: Use the "Compare" interface on a spectrum page to compare one or more spectra with the one you have open already, then in the new "Comparisons" tab, click "Save as set." as shown:
Technique 2: From an existing set, click "Add spectrum" at the bottom for a search interface for finding and adding spectra:
How do you analyze samples of liquids, gases, or solids? Learn more about sampling here: http://publiclab.org/wiki/spectrometry-sampling
There are also a variety of activities being documented here if you're looking for spectrometry activities to attempt: http://publiclab.org/wiki/spectrometry-activities
Once your spectrometer is calibrated, what do you do next? This is the central question of our open spectrometry community. People are building and using these spectrometers for many reasons and there are different approaches being actively developed. For the time being, try browsing recent contributed open spectrometry research, and look over our growing list of applications and resources
Various tutorial videos on using Spectral Workbench.
Watch this short video for a quick walkthrough of the whole process:
This 10 minute video goes into greater depth on how calibration works and how to do it well:
Watch this video about using Operations via the tool panes:
See Spectral Workbench Help if you have trouble.
Many things can go wrong (or right) when collecting spectra. Here are a few to look out for:
If there's too much light, the camera's sensors can't compensate and will be maxed out. On your graph, this looks like it's "hitting the ceiling" and you get a section with only 100% brightness. (Sometimes this happens in only one channel and you can't see until you enable RGB mode, as in the below image.)
There are a few things you can do:
By default, Spectral Workbench chooses the top row of pixels as a cross-section of your spectrum image. If there is variability in the brightness of your spectrum image, vertically, as shown below, you may be able to select a different cross-section which does not have clipping. Go to More Tools and choose "Set sample row", then click on the image at a point where the brightness is lower. Please read this section about what the cross section represents, as it may vary based on how you are capturing.
However, if your spectrum is not perfectly vertical (for example if you've uploaded an image from a smartphone or still camera), selecting a different sample row may invalidate your calibration, since each color is now in a different location in the horizontal axis. In that case, you may need to take a new spectrum with lower light or shorter exposure.
If your spectrometer is not sealed well, light may enter the imaging chamber and mess up your readings. The below image has some white light leaking in -- just seal up your spectrometer well with dark tape, especially where your camera attaches to it.
Sometimes, when using the "waterfall" interface in live capture, you don't quite catch that moment when a flare of light is just perfect. You can use Set cross section under "Tools" on the spectrum page to choose the best cross-section of the image.
Most webcams have auto exposure and color "correction" so that in dim light, you can still see. This will unfortunately change the exposure between readings, so for quantitative work, it must be disabled. On Linux, you can use the "uvcdynctl" utility as outlined here.
On a Mac, you can download this utility: http://www.phoboslab.org/log/2009/07/uvc-camera-control-for-mac-os-x
"Sluggo" from DM9.se has written a UVC library and control app for OS.X. It works pretty well with a logitech c900 webcam, allowing GUI-based control of whitebalance, exposure, and focus(!). He's also working on an ObjectiveC wrapper. http://www.dm9.se/?tag=uvc-ctrl
If you find a comparable utility for Windows, please post it here.
Some computers/browsers will initially choose the built-in webcam instead of the one in your spectrometer. On Chrome, some recent versions make it quite difficult to select the correct camera. Please first confirm that your computer can recognize the camera at all by using a desktop photo booth program and/or trying out this demo site.
In more recent versions of Chrome, you can click the camera-shaped icon in the address bar:
In slightly older versions of Chrome, you can click the camera-shaped icon in the address bar, then go into the menu settings to choose a camera:
Click "Manage media settings" and close the dialog which pops up (the menu you want is behind it). Then scroll down to find the Media section, and select the webcam, as shown below. Close the Settings page. You may need to reload the Spectral Workbench page now.
If you are using Chrome 25+ and have a webcam in addition to your spectrometer, Google hid the "camera selection" menu under Settings > Advanced Settings > Privacy > Content Settings > Media > Camera. This is really unfortunate, but Google has improved that interface in more recent versions.
In older versions, you can just choose a camera in the dropdown to the upper-right corner, then click Allow to the upper left.
Spectral Workbench may be used offline once it is loaded in your browser. To do so, visit:
Once you've visited the above address, you will be able to access that page even without an internet connection, as long as you use the same browser. Read more about it here: Spectral Workbench Offline
@cedarlodge is developing a Python library too. See it in action here: https://publiclab.org/n/15880