SpectralEarth-MM is #EvoLand’s step towards a foundation model for multi-sensor #landcover monitoring fusing #hyperspectral, multispectral, & radar inputs.

The model is being trained on a robust, multi-sensor benchmark dataset, combining data from EnMAP, Sentinel-1/2, and Landsat-8.

Based on a vision transformer and self-supervised learning, it’s designed to be flexible, scalable, and task-agnostic.

Read more: https://www.evo-land.eu/spectralearth-mm-towards-a-foundation-model-for-next-generation-land-cover-monitoring-across-spectra/

#Copernicus

@EU_HaDEA @euenvironment @DLR @cnes

Planet's hyperspectral offering has been released, including this open data program!

https://www.planet.com/pulse/unleash-the-power-of-hyperspectral-over-50-tanager-radiance-datasets-now-available-on-planet-s/

I am excited to be mentioned in this post by Wyvern about my usage of their Open Data Program!

https://www.linkedin.com/feed/update/urn:li:activity:7346567124296908800

Nizom is presenting his poster on the topic of "Mapping Forest Canopy Nitrogen Content From #EnMAP Imaging Spectroscopy by Coupled Leaf-Canopy Radiative Transfer Models and Gaussian Process Regression" at the #LPS25 in Vienna.
#Hyperspectral #RemoteSensing #ForestEcology

Get ready to elevate your science, expand your network, and celebrate excellence! The 44th Annual Technical Conference of the #NABG is heading to the stunning Rocky Mountains of Golden, Colorado, from September 3–6, 2025. This year’s conference promises a dynamic gathering of geoscience professionals, students, and allies committed to advancing innovation and collaboration in the Earth sciences. Whether you're presenting groundbreaking research, connecting with mentors, or exploring career opportunities, this is the event you don’t want to miss! Please check nabg-us.org for updates.

A Seattle-area venture called #Xplore shows off #hyperspectral imagery of an Arizona river, Uzbek farmland and a settlement in Inner Mongolia - all captured by its first satellite, a shoebox-sized spacecraft called #XCUBE1. https://www.geekwire.com/2025/xplore-colorful-hyperspectral-views/ #Space

100,000 Computer Simulations Reveal Milky Way's Fate

#AndromedaGalaxy #Biology #Biosphere #Chlorophyll #Collision #ER2 #EarthScience #Hyperspectral

3 new pictures and 2 new videos from NASA (SVS) https://commons.wikimedia.org/wiki/Special:ListFiles?limit=10&user=OptimusPrimeBot&ilshowall=1&offset=20250605125803

New post in Geodata Ramblings: Exploratory data analysis using Wyvern's hyperspectral imagery Open Data Program. Harmful Algal Bloom (HAB) detection is attempted using selected band wavelengths and raster analysis techniques. Part 1 of 2!

#GIS #GDAL #hyperspectral #wyvern #remotesensing #spatialanalysis #earthobservation #datascience #geospatialanalytics #opendata #rasteranalyis #geospatial

https://ricegeo.dev/hab-detection-wyvern-hsi

NASA Flights Map Critical Minerals From Skies Above Western US - Technology Used To Chart Other Worlds Is Revealing Minerals In The American West That Are Critical To The Country’s Renewable Energy Future.
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https://science.nasa.gov/earth/nasa-flights-map-critical-minerals-from-skies-above-western-us/ <-- shared technical article
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https://popo.jpl.nasa.gov/mmgis-aviris/?mission=GEMx <-- shared GEMx data collection portal
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#GIS #spatial #mapping #remotesensing #earthobservation #mineral #mineralogy #mining #criticalminerals #USWest #renewableenergy #lithium #GEMx #fedscience #cost #economics #USGS #NASA #GeologicalEarthMappingExperiment #lithium #aluminum #rareearthelements #neodymium #cerium #nationalsecurity #cleanenergy #batteries #smartphones #cellphones #naturalresources #steel #steelmill #dependency #localsources #importing #survey #geology #geologicmapping #exploration #spectrometers #hyperspectral #EMIT #mine #extraction #EarthMRI #opendata
@USGS @nasa

Monitoring Earth's Glacial Lakes From Space With Machine Learning
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https://dx.doi.org/10.2139/ssrn.5200494 <-- shared paper
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#GIS #spatial #mapping #spatialanalysis #spatiotemporal #satellite #earthobservation #remotesensing #glacier #glacial #glaciallakes #lakes #water #hydrology #melting #climatechange #risk #hazard #publicsafety #infrastructure #damage #loss #cost #economics #mountain #cryosphere #artificiaintelligence #glaciallakeoutburstflood #GLOF #satelliteimageanalysis #AI #machinelearning #deeplearning #literaturereview #landsat #sentinel #radar #highalpine #costbenefit #multispectral #hyperspectral #detection

That’s a wrap! The 2nd EnMAP User Workshop brought 3 packed days of talks, posters & hands-on tutorials —exploring how EnMAP data supports research on vegetation, water, soil & atmosphere.

Highlights included hands-on tutorials, lively garden chats, and an exclusive look behind the scenes at @DLR & #ohb

Thanks to all who joined, shared, and inspired! #EnMAP #RemoteSensing #EarthObservation #Geography #Hyperspectral #DLR #LMU #CHIME #EnvironmentalScience #research #science #news

CarbonMapper - point sources of #methane and CO2 identified worldwide by Planet's Tanager satellites #earthobservation #hyperspectral #planetscope https://data.carbonmapper.org

A new paper about a simple, open-source #hyperspectral imager using "off-the-shelf components and 3D printed parts, costing around £350 in total".

https://bmcbiol.biomedcentral.com/articles/10.1186/s12915-024-02110-w

We got a #paper out! We demonstrate that you can retrieve **all** of PROSAIL #RadiativeTransfer model parameters from #timeseries of #Sentinel2 #reflectance. You can then even explain ~90% of the full #Hyperspectral data. At least over #crops https://doi.org/10.1016/j.rse.2024.114510

Did you know high resolution commercial hyperspectral satellite imaging is already here? #earthobservation #hyperspectral
https://www.linkedin.com/pulse/anticipation-hyperspectral-adam-keith-wj2me/

HyperCoast - A Python Package for Visualizing and Analyzing Hyperspectral Data in Coastal Environments
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https://doi.org/10.21105/joss.07025 <-- shared paper
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https://hypercoast.org/ <-- HyperCoast web site
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#GIS #spatial #mapping #HyperCoast #python #code #opensource #hyperspectral #remotesensing #processing #materials #leafmap #PyVista #spaceborne #airborne #satellite #AVIRIS #NEON #AOP #PACE #EMIT #DLR #DESIS #ECOSTRESS #3d #model #modeling #NASA #visualisation #coast #coastal @nasa

An Edmonton-based space tech company made up of University of Alberta alumni is uncovering new insight into the planet with the first-ever commercial hyperspectral satellite.

https://globalnews.ca/news/10589442/wyvern-commercial-hyperspectral-satellite-space/

Obligatorisches Cessnaselfie #hyspex #Hyperspectral

Remote Sensing Of Coccolithophore Blooms In Selected Oceanic Regions Using The Phytodoas Method Applied To Hyper-Spectral Satellite Data
-- https://doi.org/10.5194/bg-9-2127-2012 <-- shared paper
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#GIS #spatial #mapping #marine #ocean #remotesensing #earthobservation #coccolithophore #bloom #satellite #SCIAMACHY #hyperspectral #ENVISAT #PhytoDOAS #GlobColour #phytoplankton #plankton #geophysics #seasurface #temperature #mixedlayerdepth #windspeed #modeling #corrleation #biomass #spatialanalysis #spatiotemporal #timeseries