if i'm spending $100k on a personal vehicle it better have dynamic hyperspectral camouflage and synthetic myomer strength enhancements
if I'm spending $100K on a personal vehicle it better be bipedal and have hardpoints for a brace of PPCs
November 27, 2025 at 8:55 PM
if i'm spending $100k on a personal vehicle it better have dynamic hyperspectral camouflage and synthetic myomer strength enhancements
12/ "A hyperspectral camera easily detects synthetic and cotton camouflage net materials, and Starlink's thick channel allows for immediate attack on any detected launcher.
March 1, 2026 at 8:38 PM
12/ "A hyperspectral camera easily detects synthetic and cotton camouflage net materials, and Starlink's thick channel allows for immediate attack on any detected launcher.
i’ve always been jealous of their hyperspectral eyes, and appreciate their penchant for mischief
if I was an undersea creature I’d be a mantis shrimp in that I am hyperactive, noisy, like bright colors, and enjoy causing problems
March 25, 2025 at 2:14 PM
i’ve always been jealous of their hyperspectral eyes, and appreciate their penchant for mischief
Following the example set by Umbra, the hyperspectral satellite imaging company Wyvern is now making available a subset of its data for free.
This is the first time OSINT users will be able to work with hyperspectral data, & could lead to many interesting use cases.
wyvern.space/open-data/
This is the first time OSINT users will be able to work with hyperspectral data, & could lead to many interesting use cases.
wyvern.space/open-data/
Access Open Data - Hyperspectral Data
Wyvern's Open Data Program provides the Earth observation community with access to free hyperspectral data
wyvern.space
February 3, 2025 at 7:16 PM
Following the example set by Umbra, the hyperspectral satellite imaging company Wyvern is now making available a subset of its data for free.
This is the first time OSINT users will be able to work with hyperspectral data, & could lead to many interesting use cases.
wyvern.space/open-data/
This is the first time OSINT users will be able to work with hyperspectral data, & could lead to many interesting use cases.
wyvern.space/open-data/
January 25, 2025 at 12:22 AM
🌈 How Birds See Colour
A new @plos.bsky.social study uses hyperspectral imaging to uncover hidden details in bird-of-paradise plumage, including traits only visible to birds themselves!
🔗 doi.org/10.1371/jour...
#SciComm 🧪
Hyperspectral imaging in animal coloration research: A user-friendly pipeline for image generation, analysis, and integration with 3D modeling
Animal coloration research has flourished recently but the uptake of hyperspectral imaging methods has been slow. This paper develops a user-friendly pipeline for hyperspectral imaging and highlights ...
doi.org
December 9, 2024 at 9:05 PM
🌈 How Birds See Colour
A new @plos.bsky.social study uses hyperspectral imaging to uncover hidden details in bird-of-paradise plumage, including traits only visible to birds themselves!
🔗 doi.org/10.1371/jour...
#SciComm 🧪
you can't tell me MOTHRA, or "Modular Optical Telephoto Hyperspectral Robotic Array" isn't the most badass possible name for a telescope array
The MOTHRA array, still being built, will combine 1,140 telephoto lenses into a unique observatory that will map the faint structures that surround & link galaxies -- the connective tissue of the universe. 🔭🧪
www.mothratelescope.org/about
www.mothratelescope.org/about
August 15, 2026 at 1:21 PM
you can't tell me MOTHRA, or "Modular Optical Telephoto Hyperspectral Robotic Array" isn't the most badass possible name for a telescope array
We are SO behind industry with hyperspectral satellites. Like 4 years till launch and use? Whew.
ICYMI, some good news from @science.org: NASA has revived its next-generation satellite missions, which will study changing clouds and rainfall and use hyperspectral imagery to chart ecosystems, critical minerals, and greenhouse gases.
These are big climate missions, even if NASA can't say that.
These are big climate missions, even if NASA can't say that.
NASA revives next-generation flagship Earth-observing missions
“Falcon” and “Eagle” will monitor changing clouds and map critical minerals
www.science.org
March 26, 2026 at 6:26 PM
We are SO behind industry with hyperspectral satellites. Like 4 years till launch and use? Whew.
📷Beyond Your Eyes
Hyperspectral image of an orchid, captured with 8 quasi-monochromatic LEDs, each revealing a slice of the visible spectrum.
Using linear algebra (PCA), the 8D data is projected into 3D RGB space, minimizing information loss.
Unveiling details your eyes can’t see.
Hyperspectral image of an orchid, captured with 8 quasi-monochromatic LEDs, each revealing a slice of the visible spectrum.
Using linear algebra (PCA), the 8D data is projected into 3D RGB space, minimizing information loss.
Unveiling details your eyes can’t see.
January 14, 2025 at 12:40 PM
📷Beyond Your Eyes
Hyperspectral image of an orchid, captured with 8 quasi-monochromatic LEDs, each revealing a slice of the visible spectrum.
Using linear algebra (PCA), the 8D data is projected into 3D RGB space, minimizing information loss.
Unveiling details your eyes can’t see.
Hyperspectral image of an orchid, captured with 8 quasi-monochromatic LEDs, each revealing a slice of the visible spectrum.
Using linear algebra (PCA), the 8D data is projected into 3D RGB space, minimizing information loss.
Unveiling details your eyes can’t see.
🚀 Introducing the HyperCoast QGIS Plugin: Hyperspectral Data Visualization Made Easy
In this tutorial, you'll learn how to install and use the HyperCost QGIS plugin to open, inspect, and analyze hyperspectral datasets.
In this tutorial, you'll learn how to install and use the HyperCost QGIS plugin to open, inspect, and analyze hyperspectral datasets.
December 11, 2025 at 7:27 PM
🚀 Introducing the HyperCoast QGIS Plugin: Hyperspectral Data Visualization Made Easy
In this tutorial, you'll learn how to install and use the HyperCost QGIS plugin to open, inspect, and analyze hyperspectral datasets.
In this tutorial, you'll learn how to install and use the HyperCost QGIS plugin to open, inspect, and analyze hyperspectral datasets.
🚀 Accessing and Visualizing Planet’s Tanager Hyperspectral Data 🌍🛰️
🎥 Tutorial video: youtu.be/oQ1vauiHvuk
📓 Notebook example: hypercoast.org/examples/tan...
💻 GitHub repo: github.com/opengeos/Hyp...
📚 Documentation: hypercoast.org
#Tanager #Hyperspectral #Geospatial #OpenData #DataScience #Python
🎥 Tutorial video: youtu.be/oQ1vauiHvuk
📓 Notebook example: hypercoast.org/examples/tan...
💻 GitHub repo: github.com/opengeos/Hyp...
📚 Documentation: hypercoast.org
#Tanager #Hyperspectral #Geospatial #OpenData #DataScience #Python
July 20, 2025 at 2:40 PM
🚀 Accessing and Visualizing Planet’s Tanager Hyperspectral Data 🌍🛰️
🎥 Tutorial video: youtu.be/oQ1vauiHvuk
📓 Notebook example: hypercoast.org/examples/tan...
💻 GitHub repo: github.com/opengeos/Hyp...
📚 Documentation: hypercoast.org
#Tanager #Hyperspectral #Geospatial #OpenData #DataScience #Python
🎥 Tutorial video: youtu.be/oQ1vauiHvuk
📓 Notebook example: hypercoast.org/examples/tan...
💻 GitHub repo: github.com/opengeos/Hyp...
📚 Documentation: hypercoast.org
#Tanager #Hyperspectral #Geospatial #OpenData #DataScience #Python
I took a look at how new 'Hyperspectral' imaging works, how can you build a camera which captures many times more color channels that the RGB images produced by regular cameras.
www.youtube.com/watch?v=HSWd...
www.youtube.com/watch?v=HSWd...
New Hyperspectral Satellites See 'Impossible' Color Details
YouTube video by Scott Manley
www.youtube.com
March 27, 2026 at 10:17 AM
I took a look at how new 'Hyperspectral' imaging works, how can you build a camera which captures many times more color channels that the RGB images produced by regular cameras.
www.youtube.com/watch?v=HSWd...
www.youtube.com/watch?v=HSWd...
Seeing the unseen: hyperspectral imaging opens a new window into the root economics space
nph.onlinelibrary.wiley.com/doi/10.1111/...
#Commentary by Rewald highlighting the recent work by Makita et al.
nph.onlinelibrary.wiley.com/doi/10.1111/...
@borisrewald.bsky.social @excellentia.bsky.social
nph.onlinelibrary.wiley.com/doi/10.1111/...
#Commentary by Rewald highlighting the recent work by Makita et al.
nph.onlinelibrary.wiley.com/doi/10.1111/...
@borisrewald.bsky.social @excellentia.bsky.social
August 21, 2026 at 9:27 AM
Seeing the unseen: hyperspectral imaging opens a new window into the root economics space
nph.onlinelibrary.wiley.com/doi/10.1111/...
#Commentary by Rewald highlighting the recent work by Makita et al.
nph.onlinelibrary.wiley.com/doi/10.1111/...
@borisrewald.bsky.social @excellentia.bsky.social
nph.onlinelibrary.wiley.com/doi/10.1111/...
#Commentary by Rewald highlighting the recent work by Makita et al.
nph.onlinelibrary.wiley.com/doi/10.1111/...
@borisrewald.bsky.social @excellentia.bsky.social
LAUNCH at 0238 UTC Aug 5 of a Jielong-3 from the DFHT barge offshore Haiyang with two commercial hyperspectral imaging sats
August 5, 2026 at 8:02 AM
LAUNCH at 0238 UTC Aug 5 of a Jielong-3 from the DFHT barge offshore Haiyang with two commercial hyperspectral imaging sats
Why does hyperspectral reflectance work for tracking plant physiological dynamics?
I recently wrote a commentary for @newphyt.bsky.social about that, targeted for a broad audience of plant scientists 🍃🌈🧪
nph.onlinelibrary.wiley.com/doi/10.1111/...
I recently wrote a commentary for @newphyt.bsky.social about that, targeted for a broad audience of plant scientists 🍃🌈🧪
nph.onlinelibrary.wiley.com/doi/10.1111/...
Hyperspectral reflectance integrates key traits for predicting leaf metabolism
Click on the article title to read more.
nph.onlinelibrary.wiley.com
December 16, 2024 at 4:31 PM
Why does hyperspectral reflectance work for tracking plant physiological dynamics?
I recently wrote a commentary for @newphyt.bsky.social about that, targeted for a broad audience of plant scientists 🍃🌈🧪
nph.onlinelibrary.wiley.com/doi/10.1111/...
I recently wrote a commentary for @newphyt.bsky.social about that, targeted for a broad audience of plant scientists 🍃🌈🧪
nph.onlinelibrary.wiley.com/doi/10.1111/...
Instant sepsis diagnosis via skin spectral imaging (palm or finger) and A.I. in a prospective cohort of >480 ICU patients
www.science.org/doi/10.1126/...
www.science.org/doi/10.1126/...
AI-powered skin spectral imaging enables instant sepsis diagnosis and outcome prediction in critically ill patients
AI-driven hyperspectral imaging can rapidly and noninvasively diagnose sepsis and predict mortality in critically ill patients.
www.science.org
July 18, 2025 at 6:57 PM
Instant sepsis diagnosis via skin spectral imaging (palm or finger) and A.I. in a prospective cohort of >480 ICU patients
www.science.org/doi/10.1126/...
www.science.org/doi/10.1126/...
Invasive species move fast. Management tools must move faster.
Researchers are using NASA hyperspectral imagery and machine learning to detect invasive plants, locate native habitats and better monitor ecosystem health at scale.
Researchers are using NASA hyperspectral imagery and machine learning to detect invasive plants, locate native habitats and better monitor ecosystem health at scale.
New Study Demonstrates How NASA Hyperspectral Imaging and Machine Learning Can Transform Biodiversity Management in California
Invasive species move fast, and management tools must move faster.
nature.ly
August 7, 2026 at 1:41 PM
Invasive species move fast. Management tools must move faster.
Researchers are using NASA hyperspectral imagery and machine learning to detect invasive plants, locate native habitats and better monitor ecosystem health at scale.
Researchers are using NASA hyperspectral imagery and machine learning to detect invasive plants, locate native habitats and better monitor ecosystem health at scale.
More than just a beautiful launch! 🚀 These hyperspectral satellites will help monitor Earth's water, crops, forests, and mineral resources, supplying high-resolution data that supports agriculture, forestry, water conservation, mining, and environmental management. #ChinaSpace #SmartDragon3Rocket
August 5, 2026 at 8:05 PM
More than just a beautiful launch! 🚀 These hyperspectral satellites will help monitor Earth's water, crops, forests, and mineral resources, supplying high-resolution data that supports agriculture, forestry, water conservation, mining, and environmental management. #ChinaSpace #SmartDragon3Rocket
Then I created an incubator laboratory in Davis, California which we called armadillo works. We created a smart refrigerator company, sold to GE, a hyperspectral drone company, and a healthcare access agency that now serves over 3,000 Californians who are off the grid, independent artisans, or trans
March 16, 2025 at 1:56 PM
Then I created an incubator laboratory in Davis, California which we called armadillo works. We created a smart refrigerator company, sold to GE, a hyperspectral drone company, and a healthcare access agency that now serves over 3,000 Californians who are off the grid, independent artisans, or trans
Hyperspectral reporters for long-distance and wide-area detection of gene expression in living bacteria - @mitofficial.bsky.social go.nature.com/3XRs7Ft
Hyperspectral reporters for long-distance and wide-area detection of gene expression in living bacteria - Nature Biotechnology
Hyperspectral reporter genes allow imaging of ground bacteria from aerial vehicles
go.nature.com
April 11, 2025 at 3:27 PM
Hyperspectral reporters for long-distance and wide-area detection of gene expression in living bacteria - @mitofficial.bsky.social go.nature.com/3XRs7Ft
HyperCoast now supports visualizing Wyvern hyperspectral data with only one line of code.
GitHub: github.com/opengeos/Hyp...
Notebook example: hypercoast.org/examples/wyv...
#hyperspectral #hypercoast #dataviz
GitHub: github.com/opengeos/Hyp...
Notebook example: hypercoast.org/examples/wyv...
#hyperspectral #hypercoast #dataviz
March 25, 2026 at 6:09 PM
HyperCoast now supports visualizing Wyvern hyperspectral data with only one line of code.
GitHub: github.com/opengeos/Hyp...
Notebook example: hypercoast.org/examples/wyv...
#hyperspectral #hypercoast #dataviz
GitHub: github.com/opengeos/Hyp...
Notebook example: hypercoast.org/examples/wyv...
#hyperspectral #hypercoast #dataviz
New open-source hyperspectral imager you can 3D print for less than $450 from
@jtroscianko.bsky.social. The HOSI system can take panoramic hyperspectral images that meet the difficult requirements of artificial light at night (ALAN) research.
bmcbiol.biomedcentral.com/articles/10.... #BMCBiology
@jtroscianko.bsky.social. The HOSI system can take panoramic hyperspectral images that meet the difficult requirements of artificial light at night (ALAN) research.
bmcbiol.biomedcentral.com/articles/10.... #BMCBiology
January 7, 2025 at 7:59 PM
New open-source hyperspectral imager you can 3D print for less than $450 from
@jtroscianko.bsky.social. The HOSI system can take panoramic hyperspectral images that meet the difficult requirements of artificial light at night (ALAN) research.
bmcbiol.biomedcentral.com/articles/10.... #BMCBiology
@jtroscianko.bsky.social. The HOSI system can take panoramic hyperspectral images that meet the difficult requirements of artificial light at night (ALAN) research.
bmcbiol.biomedcentral.com/articles/10.... #BMCBiology
Hyperspectral Imager paper out! High sensitivity UV to nearIR, full-field panoramas, radiance & reflectance, runs from a smartphone. Build the system for about $450 from 3D printed parts & off-the-shelf components.
Paper: doi.org/10.1186/s129...
Intro video: www.youtube.com/watch?v=9q8l...
Paper: doi.org/10.1186/s129...
Intro video: www.youtube.com/watch?v=9q8l...
Hyperspectral Open Source Imager (HOSI) introduction
YouTube video by Jolyon Troscianko
www.youtube.com
January 8, 2025 at 11:59 AM
Hyperspectral Imager paper out! High sensitivity UV to nearIR, full-field panoramas, radiance & reflectance, runs from a smartphone. Build the system for about $450 from 3D printed parts & off-the-shelf components.
Paper: doi.org/10.1186/s129...
Intro video: www.youtube.com/watch?v=9q8l...
Paper: doi.org/10.1186/s129...
Intro video: www.youtube.com/watch?v=9q8l...