Sigmoid Social

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Nexus Research Group🛰️ 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 <a href="https://social.bund.de/@DLR" class="u-url mention" rel="nofollow noopener noreferrer" target="_blank">@DLR</a> & <a href="https://mastodon.social/tags/ohb" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#ohb</a> Thanks to all who joined, shared, and inspired! 🌍🚀 <a href="https://mastodon.social/tags/EnMAP" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#EnMAP</a> <a href="https://mastodon.social/tags/RemoteSensing" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#RemoteSensing</a> <a href="https://mastodon.social/tags/EarthObservation" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#EarthObservation</a> <a href="https://mastodon.social/tags/Geography" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#Geography</a> <a href="https://mastodon.social/tags/Hyperspectral" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#Hyperspectral</a> <a href="https://mastodon.social/tags/DLR" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#DLR</a> <a href="https://mastodon.social/tags/LMU" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#LMU</a> <a href="https://mastodon.social/tags/CHIME" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#CHIME</a> <a href="https://mastodon.social/tags/EnvironmentalScience" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#EnvironmentalScience</a> <a href="https://mastodon.social/tags/research" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#research</a> <a href="https://mastodon.social/tags/science" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#science</a> <a href="https://mastodon.social/tags/news" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#news</a>

Fiona GregoryCarbonMapper - point sources of <a href="https://mapstodon.space/tags/methane" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#methane</a> and CO2 identified worldwide by Planet's Tanager satellites <a href="https://mapstodon.space/tags/earthobservation" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#earthobservation</a> <a href="https://mapstodon.space/tags/hyperspectral" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#hyperspectral</a> <a href="https://mapstodon.space/tags/planetscope" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#planetscope</a> <a href="https://data.carbonmapper.org" rel="nofollow noopener noreferrer" translate="no" target="_blank">https://data.carbonmapper.org</a>

Dr. John Barentine FRASA new paper about a simple, open-source <a href="https://astrodon.social/tags/hyperspectral" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#hyperspectral</a> imager using "off-the-shelf components and 3D printed parts, costing around £350 in total".<a href="https://bmcbiol.biomedcentral.com/articles/10.1186/s12915-024-02110-w" rel="nofollow noopener noreferrer" translate="no" target="_blank">https://bmcbiol.biomedcentral.com/articles/10.1186/s12915-024-02110-w</a><a href="https://astrodon.social/tags/Imaging" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#Imaging</a> <a href="https://astrodon.social/tags/ALAN" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#ALAN</a> <a href="https://astrodon.social/tags/LightPollution" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#LightPollution</a>

JoseWe got a <a href="https://fediscience.org/tags/paper" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#paper</a> out! We demonstrate that you can retrieve **all** of PROSAIL <a href="https://fediscience.org/tags/RadiativeTransfer" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#RadiativeTransfer</a> model parameters from <a href="https://fediscience.org/tags/timeseries" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#timeseries</a> of <a href="https://fediscience.org/tags/Sentinel2" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#Sentinel2</a> <a href="https://fediscience.org/tags/reflectance" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#reflectance</a>. You can then even explain ~90% of the full <a href="https://fediscience.org/tags/Hyperspectral" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#Hyperspectral</a> data. At least over <a href="https://fediscience.org/tags/crops" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#crops</a> <a href="https://doi.org/10.1016/j.rse.2024.114510" rel="nofollow noopener noreferrer" translate="no" target="_blank">https://doi.org/10.1016/j.rse.2024.114510</a>

💧🌏 Greg CocksHyperCoast - A Python Package for Visualizing and Analyzing Hyperspectral Data in Coastal Environments -- <a href="https://doi.org/10.21105/joss.07025" rel="nofollow noopener noreferrer" translate="no" target="_blank">https://doi.org/10.21105/joss.07025</a> <-- shared paper -- <a href="https://hypercoast.org/" rel="nofollow noopener noreferrer" translate="no" target="_blank">https://hypercoast.org/</a> <-- HyperCoast web site -- <a href="https://techhub.social/tags/GIS" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#GIS</a> <a href="https://techhub.social/tags/spatial" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#spatial</a> <a href="https://techhub.social/tags/mapping" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#mapping</a> <a href="https://techhub.social/tags/HyperCoast" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#HyperCoast</a> <a href="https://techhub.social/tags/python" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#python</a> <a href="https://techhub.social/tags/code" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#code</a> <a href="https://techhub.social/tags/opensource" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#opensource</a> <a href="https://techhub.social/tags/hyperspectral" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#hyperspectral</a> <a href="https://techhub.social/tags/remotesensing" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#remotesensing</a> <a href="https://techhub.social/tags/processing" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#processing</a> <a href="https://techhub.social/tags/materials" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#materials</a> <a href="https://techhub.social/tags/leafmap" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#leafmap</a> <a href="https://techhub.social/tags/PyVista" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#PyVista</a> <a href="https://techhub.social/tags/spaceborne" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#spaceborne</a> <a href="https://techhub.social/tags/airborne" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#airborne</a> <a href="https://techhub.social/tags/satellite" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#satellite</a> <a href="https://techhub.social/tags/AVIRIS" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#AVIRIS</a> <a href="https://techhub.social/tags/NEON" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#NEON</a> <a href="https://techhub.social/tags/AOP" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#AOP</a> <a href="https://techhub.social/tags/PACE" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#PACE</a> <a href="https://techhub.social/tags/EMIT" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#EMIT</a> <a href="https://techhub.social/tags/DLR" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#DLR</a> <a href="https://techhub.social/tags/DESIS" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#DESIS</a> <a href="https://techhub.social/tags/ECOSTRESS" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#ECOSTRESS</a> <a href="https://techhub.social/tags/3d" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#3d</a> <a href="https://techhub.social/tags/model" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#model</a> <a href="https://techhub.social/tags/modeling" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#modeling</a> <a href="https://techhub.social/tags/NASA" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#NASA</a> <a href="https://techhub.social/tags/visualisation" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#visualisation</a> <a href="https://techhub.social/tags/coast" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#coast</a> <a href="https://techhub.social/tags/coastal" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#coastal</a> <a href="https://techhub.social/@nasa" class="u-url mention" rel="nofollow noopener noreferrer" target="_blank">@nasa</a>

Henning BuddenbaumObligatorisches Cessnaselfie <a href="https://mastodon.online/tags/hyspex" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#hyspex</a> <a href="https://mastodon.online/tags/Hyperspectral" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#Hyperspectral</a>

jebyrnesInterested in the intersection of <a href="https://ecoevo.social/tags/hyperspectral" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#hyperspectral</a> <a href="https://ecoevo.social/tags/remoteSensing" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#remoteSensing</a> and <a href="https://ecoevo.social/tags/kelp" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#kelp</a>? Come join my lab! We have a ton of data collected and a one-year postdoc to turn out a ton of papers and take a mad <a href="https://ecoevo.social/tags/DataScience" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#DataScience</a> adventure! For more, see this link <a href="https://employmentopportunities.umb.edu/boston/en-us/job/523078/post-doctoral-research-fellow" rel="nofollow noopener noreferrer" translate="no" target="_blank">https://employmentopportunities.umb.edu/boston/en-us/job/523078/post-doctoral-research-fellow</a>

Jose<a href="https://mastodon.social/@luis_de_sousa" class="u-url mention" rel="nofollow noopener noreferrer" target="_blank">@luis_de_sousa</a> For those who like me, can't be bothered to watch a video, it's about <a href="https://fediscience.org/tags/chime" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#chime</a> Esa's <a href="https://fediscience.org/tags/Hyperspectral" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#Hyperspectral</a> mission

Oili Ylivaara<a href="https://ecoevo.social/@DrPlanktonguy" class="u-url mention" rel="nofollow noopener noreferrer" target="_blank">@DrPlanktonguy</a> It's great to see more hyperspectral missions in space! <a href="https://scicomm.xyz/tags/VTTFinland" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#VTTFinland</a> has also been active in the field of <a href="https://scicomm.xyz/tags/hyperspectral" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#hyperspectral</a> technology, with the Reaktor Hello World nanosatellite being the first nanosatellite camera capable of hyperspectral imaging in space. And there is more to come. <a href="https://kuvaspace.com/reaktor-hello-world-bids-adieu/" rel="nofollow noopener noreferrer" translate="no" target="_blank">https://kuvaspace.com/reaktor-hello-world-bids-adieu/</a>

Warren Currie 🦠🦐Weekend <a href="https://ecoevo.social/tags/Plankton" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#Plankton</a> <a href="https://ecoevo.social/tags/Factoid" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#Factoid</a> 🦐🦠 Why are plankton ecologists *so excited about the launch of <a href="https://ecoevo.social/tags/NASA" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#NASA</a> PACE <a href="https://ecoevo.social/tags/satellite" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#satellite</a>? Because: Plankton Aerosol Cloud <a href="https://ecoevo.social/tags/ocean" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#ocean</a> Ecosystem. It is a giant step forward for <a href="https://ecoevo.social/tags/phytoplankton" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#phytoplankton</a> id because the new Ocean Color Instrument (OCI) is <a href="https://ecoevo.social/tags/hyperspectral" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#hyperspectral</a>, meaning it can image ultraviolet to visible & visible to near-infrared at 5nm resolution 🤓! Big news because previous satellites only saw a few colors. OCI can now identify algae pigments! <a href="https://ecoevo.social/tags/Climate" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#Climate</a> <a href="https://pace.oceansciences.org/oci.htm" rel="nofollow noopener noreferrer" translate="no" target="_blank">https://pace.oceansciences.org/oci.htm</a>

Fenjan🦖date: 2023-02-05 00:16:00 by: Sustainable Minerals Institute (SMI), UQMake sure to check out this <a href="https://sigmoid.social/tags/phd" class="mention hashtag" rel="tag">#phd</a> opportunity in <a href="https://sigmoid.social/tags/hyperspectral" class="mention hashtag" rel="tag">#hyperspectral</a> <a href="https://sigmoid.social/tags/remotesensing" class="mention hashtag" rel="tag">#remotesensing</a> and take part in the 'm4mining' project, funded by the <a href="https://sigmoid.social/tags/EuropeanUnion" class="mention hashtag" rel="tag">#EuropeanUnion</a>'s Horizon Europe program.Apply 📝 <a href="https://smi.uq.edu.au/study/scholarships-and-awards/eu-horizon-europe-funded-m4mining-project" target="_blank" rel="nofollow noopener noreferrer" translate="no">https://smi.uq.edu.au/study/scholarships-and-awards/eu-horizon-europe-funded-m4mining-project</a> <a href="https://twitter.com/SMI_UQ/status/1615884792180125697" target="_blank" rel="nofollow noopener noreferrer" translate="no">https://twitter.com/SMI_UQ/status/1615884792180125697</a>🐦🔗: <a href="https://twitter.com/twitter/statuses/1622026215400869890" target="_blank" rel="nofollow noopener noreferrer" translate="no">https://twitter.com/twitter/statuses/1622026215400869890</a> <a href="https://sigmoid.social/tags/PhdPosition" class="mention hashtag" rel="tag">#PhdPosition</a>

Glenn MoncrieffThe best way to quickly explore EnMAP <a href="https://sigmoid.social/tags/hyperspectral" class="mention hashtag" rel="tag">#hyperspectral</a> data is with the QGIS EnMAP box plugin. But if you want to do scalable ML you might want to try xarray and dask-ml. Here is an (unpolished) notebook to get you started<a href="https://github.com/GMoncrieff/xarray-enmap" target="_blank" rel="nofollow noopener noreferrer" translate="no">https://github.com/GMoncrieff/xarray-enmap</a>

Glenn MoncrieffI read the announcement that data from the DLR <a href="https://sigmoid.social/tags/hyperspectral" class="mention hashtag" rel="tag">#hyperspectral</a> satellite EnMAP is now publically available. But it is not entirely clear from the data access portal what the process to get access involves <a href="https://www.enmap.org/data_access/" target="_blank" rel="nofollow noopener noreferrer" translate="no">https://www.enmap.org/data_access/</a> Anybody had any luck? <a href="https://sigmoid.social/tags/remotesensing" class="mention hashtag" rel="tag">#remotesensing</a>

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