Public Lab Wiki documentation

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Near-Infrared Camera

Plant Health NDVI Consumer camera vs Professional multispectral camera

by Claytonb 19 days ago | 6 | 705 | 8

I wanted to share some of my results in comparing a modified consumer camera with a scientific gr...

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Infragram Plant Cam

by abdul about 1 month ago | 0 | 273 | 0

The Infragram Plant Cam is a handheld, battery powered mini camera (a modified Mobius Action Cam)...

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Graze anatomy

by cfastie 2 months ago | 6 | 823 | 4

Above: In the month since I used infrared photos to determine if deer grazing had reduced the vi...

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Calibration cogitation

by cfastie 3 months ago | 2 | 675 | 4

Normalized difference vegetation index (NDVI) has been computed from satellite and airborne data ...

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Pole NDVI of deer grazing

by cfastie 3 months ago | 4 | 1,033 | 5

This month Nature published an article with the following assertions: There is three times more...

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Infragram Point & Shoot; Time-lapse Difficulty

by balsip 4 months ago | 3 | 730 | 1

I would like to set up the code on the camera to shoot on a time-lapse interval (120 seconds). I...

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Signal To Noise Ratio data graphs on various slit width's

by dhaffnersr 4 months ago | 3 | 716 | 0

Here is an excel spread sheet graph on the various slit width's that we use:

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NDVI to Assess Forage Quality, Question.

by AFairbairn 5 months ago | 16 | 1,510 | 3

Project: Hello everyone, I am posting this because some may find it interesting and I need some ...

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More research on "near-infrared-camera" »

Title Last edited Edits Likes
White balance for NDVI cameras 10 days ago by cfastie 10 2
MapKnitter 5 months ago by warren 27 65
NDVI from the PLOTS near infrared camera 6 months ago by cfastie 35 2
Infragram Sandbox 11 months ago by liz 6 2
Infragram convertible cameras 12 months ago by cfastie 83 5
Public Lab Lesson 3: Photography in a New Light about 1 year ago by gretchengehrke 15 4
Idea:80%COMPLETED-SAP project (Smart Agriculture Payload) about 1 year ago by Mohamed 3 1
Infragram FAQ about 1 year ago by ShintoSunrise 33 2
Infragram over 1 year ago by Natalie 84 15
Interpreting infrared images over 1 year ago by aguchosolano 4 0
Photo Monitoring Plugin almost 2 years ago by cfastie 12 5
Infragram Webapp Dev almost 2 years ago by NickJemis 35 1
ndvi-gradients almost 2 years ago by cfastie 5 5
LEAFFEST 2013 almost 2 years ago by cfastie 59 2
Infragram Media about 2 years ago by warren 51 3
Camera Selection over 2 years ago by hagitkeysar 18 14
Dual Camera Kit Guide over 2 years ago by cfastie 24 0
Dual Camera Kit Software over 2 years ago by cfastie 24 0
WATERCHESTNUTS almost 3 years ago by warren 43 75
GoPro about 3 years ago by gonzoearth 10 7
Near Infrared Camera history about 3 years ago by warren 3 0
iFarm 2013 about 3 years ago by cfastie 23 4
Near infrared imaging about 3 years ago by liz 11 1
LeafKam about 3 years ago by cfastie 13 1
IRCam over 3 years ago by warren 17 2
T-bracket Dual Camera Rig almost 4 years ago by mathew 11 0
Canon A495 Tips almost 4 years ago by cfastie 14 12
GMF 2 infrared camera feature about 4 years ago by mathew 13 0
Dual camera kit electronics about 4 years ago by mathew 22 1
NIR proof of concept: Trout Lily over 4 years ago by cfastie 1 0

The Infragram Kickstarter video, a great introduction to the project.


Vineyards, large farms, and NASA all use near-infrared photography for assessing plant health, usually by mounting expensive sensors on airplanes and satellites. At Public Lab, we've developed a Do-It-Yourself way to take these kinds of photos, enabling us to monitor our environment through quantifiable data.

Our technique uses a modified digital camera to capture near-infrared and blue light in the same image, but in different color channels. We then post-process the image (using to attempt to infer how much it is photosynthesizing. This allows us to better understand and quantify how much of the available light plants are metabolizing into sugar via photosynthesis.

You can do this yourself (as with all Public Lab tools) but there is also an Infragram DIY Filter Pack available in the Public Lab Store.

We ran a Kickstarter for a version of this camera we call the Infragram. Read more about it here » Here's the video from the Kickstarter, which offers a nice visual explanation of the technique:

What is it good for?

Multispectral or infrared/visible photography has seen a variety of applications in the decades since it was developed. We have focused on the following uses:

  • Take pictures to examine plant health in backyard gardens, farms, parks, and nearby wetlands
  • Monitor your household plants
  • Teach students about plant growth and photosynthesis
  • Create exciting science fair projects
  • Generate verifiable, open environmental data
  • Check progress of environmental restoration projects
  • Document unhealthy areas of your local ecology (for instance, algal blooms)

Notable uses include this photograph of an unidentified plume of material in the Gowanus Canal (and writeup by TechPresident) and a variety of projects at a small farm in New Hampshire at the annual iFarm event. The Louisiana Universities Marine Consortium has also collaborated with Public Lab contributors to measure wetlands loss following the Deepwater Horizon oil disaster.

Here's an example of what one of our "Infragram" cameras sees (left) and the post-processing analysis which shows photosynthetic activity, or plant health (right). This picture was taken from a commercial airplane flight:


How does it work?

Camera modification: We've worked on several different techniques, from dual camera systems to the current, single-camera technique. This involves removing the infrared-blocking filter from almost any digital camera, and adding a specific blue filter.


This filters out the red light, and measures infrared light in its place using a piece of carefully chosen "NGB" or "infrablue" filter. Read more about the development of this technique here. You can also learn more about how digital camera image sensors detect colors at this great tutorial by Bigshot.

Post-processing: Once you take a multispectral photograph with a modified camera, you must post-process it, compositing the infrared and visible data to generate a new image which (if it works) displays healthy, photosynthetically active areas as bright regions. An in-depth article on the technique by Chris Fastie (albeit using red instead of blue for visible light) can be found here.

History of the project: While we used to use a two-camera system, research by Chris Fastie and other Public Lab contributors have led to the use of a single camera which can image in both infrared and visible light simultaneously. The Infrablue filter is just a piece of carefully chosen theater gel which was examined using a DIY spectrometer. You can use this filter to turn most webcams or cheap point-and-shoots into an infrared/visible camera.

Background: satellite infrared imaging

The study of Earth's environment from space got its start in 1972 when the first Landsat satellite was launched. The multispectral scanner it carried, like the scanners on all subsequent Landsat satellites, recorded images with both visible and near infrared light. Remote sensing "scientists" quickly learned that by combining visible and infrared data, they could reveal critical information about the health of vegetation. For example, the normalized difference vegetation index (NDVI) highlights the difference between the red and infrared wavelengths that are reflected from vegetation. Because red light is used by plants for photosynthesis but infrared light is not, NDVI allows "scientists" to estimate the amount of healthy foliage in every satellite image. Thousands of "scientists", including landscape ecologists, global change biologists, and habitat specialists have relied on these valuable satellite-based NDVI images for decades.

There are public sources of infrared photography for the US available through the Department of Agriculture -- NAIP and Vegscape -- but this imagery is not collected when, as often, or at useable scale for individuals who are managing small plots.


Caption: Normal color photo (top) and normalized difference vegetation index (NDVI) image. NDVI image was derived from two color channels in a single photo taken with a camera modified with a special infrared filter. Note that tree trunks, brown grass, and rocks have very low NDVI values because they are not photosynthetic. Healthy plants typically have NDVI values between 0.1 and 0.9. Images by Chris Fastie. Visit the gallery of high-res images by Chris Fastie

How to process your images:

We're working on an easy process to generate composite, infrared + visible images that will reveal new details of plant health and photosynthesis. There are several approaches:

Note: Older versions of this page have been kept at the following wiki page:

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