Paul Houle<p>🫥 Cameras that see the unseen promise smarter, faster recycling of everyday waste</p><p><a href="https://techxplore.com/news/2025-09-cameras-unseen-smarter-faster-recycling.html" rel="nofollow noopener" translate="no" target="_blank"><span class="invisible">https://</span><span class="ellipsis">techxplore.com/news/2025-09-ca</span><span class="invisible">meras-unseen-smarter-faster-recycling.html</span></a></p><p><a href="https://mastodon.social/tags/sensors" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>sensors</span></a> <a href="https://mastodon.social/tags/imaging" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>imaging</span></a> <a href="https://mastodon.social/tags/multispectral" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>multispectral</span></a> <a href="https://mastodon.social/tags/technology" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>technology</span></a> <a href="https://mastodon.social/tags/materials" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>materials</span></a> <a href="https://mastodon.social/tags/recycling" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>recycling</span></a> <a href="https://mastodon.social/tags/waste" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>waste</span></a></p>
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#multispectral
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Andreas Janke<p>Am vergangenen Freitag und Samstag fand unser Sommerkurs „Schriftkulturen des Mittelalters in digitaler Perspektive“ in der Staatsbibliothek zu Berlin statt (<a href="https://blog.sbb.berlin/termin/mittelalterliche-schriftkulturen-in-digitaler-perspektive/" rel="nofollow noopener" translate="no" target="_blank"><span class="invisible">https://</span><span class="ellipsis">blog.sbb.berlin/termin/mittela</span><span class="invisible">lterliche-schriftkulturen-in-digitaler-perspektive/</span></a>). Neben <a href="https://openbiblio.social/tags/TEI" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>TEI</span></a> und <a href="https://openbiblio.social/tags/HTR" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>HTR</span></a> ging es auch um <a href="https://openbiblio.social/tags/multispectral" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>multispectral</span></a> imaging und Materialanalyse. Wir hatten tolle Teilnehmende, die in den verschiedenen Hands-On-Sessions mitgemacht haben, z.b. in unserem Handschriftenlesesaal, um das digitale DinoLite-Mikroskop (UV, VIS, IR) kennenzulernen.</p>
Anna Dorofeeva<p>Monday is the start of the summer school in <a href="https://mastodon.online/tags/digital" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>digital</span></a> <a href="https://mastodon.online/tags/palaeography" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>palaeography</span></a> which I run in Göttingen every summer. We have 16 amazing international students and 2 weeks to play with <a href="https://mastodon.online/tags/medieval" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>medieval</span></a> fragments, <a href="https://mastodon.online/tags/multispectral" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>multispectral</span></a> imaging, network analysis, bookbindings, biocodicology and much much more, topped off by a trip to the fabulous <span class="h-card" translate="no"><a href="https://openbiblio.social/@hab_wf" class="u-url mention" rel="nofollow noopener" target="_blank">@<span>hab_wf</span></a></span> and a hackathon. It's the absolute highlight of my year. Follow this year's posts and photos via <a href="https://mastodon.online/tags/SummerSchool25" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>SummerSchool25</span></a>. <span class="h-card" translate="no"><a href="https://a.gup.pe/u/histodons" class="u-url mention" rel="nofollow noopener" target="_blank">@<span>histodons</span></a></span> <span class="h-card" translate="no"><a href="https://a.gup.pe/u/medievodons" class="u-url mention" rel="nofollow noopener" target="_blank">@<span>medievodons</span></a></span> <span class="h-card" translate="no"><a href="https://a.gup.pe/u/historikerinnen" class="u-url mention" rel="nofollow noopener" target="_blank">@<span>historikerinnen</span></a></span></p>
💧🌏 Greg Cocks<p>Monitoring Earth's Glacial Lakes From Space With Machine Learning<br>--<br><a href="https://dx.doi.org/10.2139/ssrn.5200494" rel="nofollow noopener" translate="no" target="_blank"><span class="invisible">https://</span><span class="ellipsis">dx.doi.org/10.2139/ssrn.520049</span><span class="invisible">4</span></a> <-- shared paper<br>--<br><a href="https://techhub.social/tags/GIS" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>GIS</span></a> <a href="https://techhub.social/tags/spatial" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>spatial</span></a> <a href="https://techhub.social/tags/mapping" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>mapping</span></a> <a href="https://techhub.social/tags/spatialanalysis" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>spatialanalysis</span></a> <a href="https://techhub.social/tags/spatiotemporal" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>spatiotemporal</span></a> <a href="https://techhub.social/tags/satellite" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>satellite</span></a> <a href="https://techhub.social/tags/earthobservation" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>earthobservation</span></a> <a href="https://techhub.social/tags/remotesensing" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>remotesensing</span></a> <a href="https://techhub.social/tags/glacier" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>glacier</span></a> <a href="https://techhub.social/tags/glacial" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>glacial</span></a> <a href="https://techhub.social/tags/glaciallakes" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>glaciallakes</span></a> <a href="https://techhub.social/tags/lakes" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>lakes</span></a> <a href="https://techhub.social/tags/water" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>water</span></a> <a href="https://techhub.social/tags/hydrology" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>hydrology</span></a> <a href="https://techhub.social/tags/melting" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>melting</span></a> <a href="https://techhub.social/tags/climatechange" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>climatechange</span></a> <a href="https://techhub.social/tags/risk" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>risk</span></a> <a href="https://techhub.social/tags/hazard" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>hazard</span></a> <a href="https://techhub.social/tags/publicsafety" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>publicsafety</span></a> <a href="https://techhub.social/tags/infrastructure" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>infrastructure</span></a> <a href="https://techhub.social/tags/damage" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>damage</span></a> <a href="https://techhub.social/tags/loss" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>loss</span></a> <a href="https://techhub.social/tags/cost" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>cost</span></a> <a href="https://techhub.social/tags/economics" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>economics</span></a> <a href="https://techhub.social/tags/mountain" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>mountain</span></a> <a href="https://techhub.social/tags/cryosphere" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>cryosphere</span></a> <a href="https://techhub.social/tags/artificiaintelligence" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>artificiaintelligence</span></a> <a href="https://techhub.social/tags/glaciallakeoutburstflood" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>glaciallakeoutburstflood</span></a> <a href="https://techhub.social/tags/GLOF" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>GLOF</span></a> <a href="https://techhub.social/tags/satelliteimageanalysis" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>satelliteimageanalysis</span></a> <a href="https://techhub.social/tags/AI" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>AI</span></a> <a href="https://techhub.social/tags/machinelearning" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>machinelearning</span></a> <a href="https://techhub.social/tags/deeplearning" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>deeplearning</span></a> <a href="https://techhub.social/tags/literaturereview" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>literaturereview</span></a> <a href="https://techhub.social/tags/landsat" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>landsat</span></a> <a href="https://techhub.social/tags/sentinel" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>sentinel</span></a> <a href="https://techhub.social/tags/radar" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>radar</span></a> <a href="https://techhub.social/tags/highalpine" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>highalpine</span></a> <a href="https://techhub.social/tags/costbenefit" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>costbenefit</span></a> <a href="https://techhub.social/tags/multispectral" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>multispectral</span></a> <a href="https://techhub.social/tags/hyperspectral" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>hyperspectral</span></a> <a href="https://techhub.social/tags/detection" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>detection</span></a></p>
💧🌏 Greg Cocks<p>The Harmonized Landsat Sentinel-2 Project Releases Vegetation Indices<br>--<br><a href="https://www.earthdata.nasa.gov/news/harmonized-landsat-sentinel-2-project-releases-vegetation-indices" rel="nofollow noopener" translate="no" target="_blank"><span class="invisible">https://www.</span><span class="ellipsis">earthdata.nasa.gov/news/harmon</span><span class="invisible">ized-landsat-sentinel-2-project-releases-vegetation-indices</span></a> <-- shared technical article<br>--<br><a href="https://hls.gsfc.nasa.gov/" rel="nofollow noopener" translate="no" target="_blank"><span class="invisible">https://</span><span class="">hls.gsfc.nasa.gov/</span><span class="invisible"></span></a> <-- shared NASA Harmonized Landsat Sentinel-2 Project page<br>--<br><a href="https://youtu.be/63ljR84c85M?si=3Q0PDOuFgKG8nIrA" rel="nofollow noopener" translate="no" target="_blank"><span class="invisible">https://</span><span class="ellipsis">youtu.be/63ljR84c85M?si=3Q0PDO</span><span class="invisible">uFgKG8nIrA</span></a> <-- shared NASA overview video<br>--<br><a href="https://techhub.social/tags/GIS" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>GIS</span></a> <a href="https://techhub.social/tags/spatial" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>spatial</span></a> <a href="https://techhub.social/tags/mapping" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>mapping</span></a> <a href="https://techhub.social/tags/fedscience" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>fedscience</span></a> <a href="https://techhub.social/tags/OPERA" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>OPERA</span></a> <a href="https://techhub.social/tags/remotesensing" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>remotesensing</span></a> <a href="https://techhub.social/tags/earthobservation" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>earthobservation</span></a> <a href="https://techhub.social/tags/satellite" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>satellite</span></a> <a href="https://techhub.social/tags/opendata" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>opendata</span></a> <a href="https://techhub.social/tags/global" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>global</span></a> <a href="https://techhub.social/tags/vegetation" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>vegetation</span></a> <a href="https://techhub.social/tags/indices" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>indices</span></a> <a href="https://techhub.social/tags/HLS" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>HLS</span></a> <a href="https://techhub.social/tags/Landsat" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>Landsat</span></a> <a href="https://techhub.social/tags/Sentinel" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>Sentinel</span></a> <a href="https://techhub.social/tags/HLSL30VI" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>HLSL30VI</span></a> <a href="https://techhub.social/tags/HLSSS30VI" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>HLSSS30VI</span></a> <a href="https://techhub.social/tags/greenness" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>greenness</span></a> <a href="https://techhub.social/tags/moisturecontent" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>moisturecontent</span></a> <a href="https://techhub.social/tags/burned" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>burned</span></a> <a href="https://techhub.social/tags/change" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>change</span></a> <a href="https://techhub.social/tags/OLI" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>OLI</span></a> <a href="https://techhub.social/tags/MultiSpectral" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>MultiSpectral</span></a> <a href="https://techhub.social/tags/NDVI" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>NDVI</span></a><br><span class="h-card" translate="no"><a href="https://techhub.social/@nasa" class="u-url mention" rel="nofollow noopener" target="_blank">@<span>nasa</span></a></span> | @ESA</p>
💧🌏 Greg Cocks<p>A Google-Backed… [Satellite] To [Help] Battle Wildfires Made It Into Orbit<br>--<br><a href="https://techcrunch.com/2025/03/17/a-google-backed-weapon-to-battle-wildfires-made-it-into-orbit/" rel="nofollow noopener" translate="no" target="_blank"><span class="invisible">https://</span><span class="ellipsis">techcrunch.com/2025/03/17/a-go</span><span class="invisible">ogle-backed-weapon-to-battle-wildfires-made-it-into-orbit/</span></a> <-- shared technical article<br>--<br><a href="https://sites.research.google/gr/wildfires/firesat/" rel="nofollow noopener" translate="no" target="_blank"><span class="invisible">https://</span><span class="ellipsis">sites.research.google/gr/wildf</span><span class="invisible">ires/firesat/</span></a> <-- shared Google FireSat home page<br>--<br><a href="https://youtu.be/pmQlXLaHT_Y?si=q3wM80t7qQysAQxU" rel="nofollow noopener" translate="no" target="_blank"><span class="invisible">https://</span><span class="ellipsis">youtu.be/pmQlXLaHT_Y?si=q3wM80</span><span class="invisible">t7qQysAQxU</span></a> <-- shared video overview of FireSat<br>--<br><a href="https://www.earthfirealliance.org/" rel="nofollow noopener" translate="no" target="_blank"><span class="invisible">https://www.</span><span class="">earthfirealliance.org/</span><span class="invisible"></span></a> <-- shared Earth Fire Alliance home page<br>--<br>[this post should not be considered an endorsement of this product]<br><a href="https://techhub.social/tags/GIS" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>GIS</span></a> <a href="https://techhub.social/tags/spatial" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>spatial</span></a> <a href="https://techhub.social/tags/mapping" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>mapping</span></a> <a href="https://techhub.social/tags/FireSat" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>FireSat</span></a> <a href="https://techhub.social/tags/monitoring" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>monitoring</span></a> <a href="https://techhub.social/tags/fire" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>fire</span></a> <a href="https://techhub.social/tags/wildfire" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>wildfire</span></a> <a href="https://techhub.social/tags/EarthFireAlliance" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>EarthFireAlliance</span></a> <a href="https://techhub.social/tags/Google" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>Google</span></a> <a href="https://techhub.social/tags/satellite" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>satellite</span></a> <a href="https://techhub.social/tags/remotesensing" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>remotesensing</span></a> <a href="https://techhub.social/tags/earthobservation" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>earthobservation</span></a> <a href="https://techhub.social/tags/detection" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>detection</span></a> <a href="https://techhub.social/tags/tracking" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>tracking</span></a> <a href="https://techhub.social/tags/earlywarning" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>earlywarning</span></a> <a href="https://techhub.social/tags/multispectral" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>multispectral</span></a> <a href="https://techhub.social/tags/infrared" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>infrared</span></a> <a href="https://techhub.social/tags/spatialanalysis" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>spatialanalysis</span></a> <a href="https://techhub.social/tags/spatiotemporal" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>spatiotemporal</span></a> <a href="https://techhub.social/tags/risk" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>risk</span></a> <a href="https://techhub.social/tags/hazard" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>hazard</span></a> <a href="https://techhub.social/tags/climatechange" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>climatechange</span></a> <a href="https://techhub.social/tags/extremeweather" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>extremeweather</span></a> <a href="https://techhub.social/tags/impacts" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>impacts</span></a> <a href="https://techhub.social/tags/humanimpacts" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>humanimpacts</span></a> <a href="https://techhub.social/tags/infrastructure" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>infrastructure</span></a> <a href="https://techhub.social/tags/damage" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>damage</span></a> <a href="https://techhub.social/tags/AI" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>AI</span></a> <a href="https://techhub.social/tags/machinelearning" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>machinelearning</span></a> <a href="https://techhub.social/tags/emergencyresponse" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>emergencyresponse</span></a> <a href="https://techhub.social/tags/model" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>model</span></a> <a href="https://techhub.social/tags/modeling" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>modeling</span></a><br><span class="h-card" translate="no"><a href="https://techhub.social/@Google" class="u-url mention" rel="nofollow noopener" target="_blank">@<span>Google</span></a></span> @GoogleResearch @EarthFireAlliance @MuonSpace</p>
Greg Cocks Multispectral Remote Sensing Expression of Lineaments and Alteration Minerals in Part of Crystalline Rock Units of Southwestern Nigeria - Implication on Gold Prospecting
--
https://doi.org/10.1016/j.oreoa.2025.100091 <-- shared paper
--
#GIS #spatial #mapping #ASTER #Gold #Hydrothermal #HydrothermalAlteration #Lineament #Landsat #ETM #EnhancedThematicMapper #phyllic #Ilesha #schist #belt #geology #mining #Nigeria #naturalresources #mineral #mineralresources #golddeposits #aerogeophysical #remotesensing #geophysical #spatialanalysis #geomorphology #geomorphometry #alteration #propylitic #argillic #mineralogy #XRD #structuralgeology #lithology #PrincipalComponentAnalysis #PCA #prospecting #fracture #joints #faulting #Multispectral #Lineaments #Crystalline
Evidenced Paleodrainages In Desert Regions Of Saudi Arabia - Satellite Images With Field-Based Study
--
https://doi.org/10.21203/rs.3.rs-4959129/v1 <-- shared paper
--
#GIS #spatial #mapping #water #hydrology #streams #poroussediments #pebbles #RadarImages #SaudiArabia #MiddleEast #remotesensing #drainage #paleodrainage #desert #evidence #satellite #imagery #fieldwork #fieldchecked #Quaternary #Pleistocene #climatechange #geology #landform #geomorphology #arid #streamnetwork #PALSAR #ASTER #thermaldifferentiation #spatialanalysis #multispectral #sediment #lithology #hydromorphic #geomorphmetry #waterresources #usecase
Continued thread
Project 2, supervised by @fbenitez.bsky.social:
Identification of native vegetation species by linking UAV imagery with terrestrial spectroradiometers
https://iapetus2.ac.uk/studentships/identification-of-native-vegetation-species-by-linking-uav-imagery-with-terrestrial-spectroradiometers/
This project will develop accurate and efficient spatial data science methods to classify and monitor native vegetation species in subtropical regions from #UAV #multispectral #imagery and field #spectrometer data.
IAPETUS2Identification of native vegetation species by linking UAV imagery with terrestrial spectroradiometers
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