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#SyntheticApertureRadar

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💧🌏 Greg Cocks<p>A Methodology For The Multitemporal Analysis Of Land Cover Changes And Urban Expansion Using Synthetic Aperture Radar (SAR) Imagery - A Case Study Of The Aburrá Valley In Colombia<br>--<br><a href="https://doi.org/10.3390/rs17030554" rel="nofollow noopener noreferrer" translate="no" target="_blank"><span class="invisible">https://</span><span class="">doi.org/10.3390/rs17030554</span><span class="invisible"></span></a> &lt;-- shared paper<br>--<br><a href="https://techhub.social/tags/GIS" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>GIS</span></a> <a href="https://techhub.social/tags/spatial" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>spatial</span></a> <a href="https://techhub.social/tags/mapping" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>mapping</span></a> <a href="https://techhub.social/tags/SyntheticApertureRadar" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>SyntheticApertureRadar</span></a> <a href="https://techhub.social/tags/SAR" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>SAR</span></a> <a href="https://techhub.social/tags/remotesensing" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>remotesensing</span></a> <a href="https://techhub.social/tags/multitemporalanalysis" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>multitemporalanalysis</span></a> <a href="https://techhub.social/tags/landcover" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>landcover</span></a> <a href="https://techhub.social/tags/landcoverchange" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>landcoverchange</span></a> <a href="https://techhub.social/tags/clustering" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>clustering</span></a> <a href="https://techhub.social/tags/kurtosis" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>kurtosis</span></a> <a href="https://techhub.social/tags/fuzzylogic" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>fuzzylogic</span></a> <a href="https://techhub.social/tags/kernelbasedmethod" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>kernelbasedmethod</span></a> <a href="https://techhub.social/tags/machinelearning" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>machinelearning</span></a> <a href="https://techhub.social/tags/spatialanalysis" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>spatialanalysis</span></a> <a href="https://techhub.social/tags/spatiotemporal" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>spatiotemporal</span></a> <a href="https://techhub.social/tags/geostatistics" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>geostatistics</span></a> <a href="https://techhub.social/tags/model" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>model</span></a> <a href="https://techhub.social/tags/modeling" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>modeling</span></a> <a href="https://techhub.social/tags/Aburr%C3%A1Valley" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>AburráValley</span></a> <a href="https://techhub.social/tags/Columbia" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>Columbia</span></a> <a href="https://techhub.social/tags/urban" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>urban</span></a> <a href="https://techhub.social/tags/urbanexpansion" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>urbanexpansion</span></a> <a href="https://techhub.social/tags/population" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>population</span></a> <a href="https://techhub.social/tags/growth" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>growth</span></a> <a href="https://techhub.social/tags/topography" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>topography</span></a> <a href="https://techhub.social/tags/monitoring" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>monitoring</span></a> <a href="https://techhub.social/tags/satellite" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>satellite</span></a> <a href="https://techhub.social/tags/sentinel" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>sentinel</span></a> <a href="https://techhub.social/tags/valley" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>valley</span></a> <a href="https://techhub.social/tags/landuse" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>landuse</span></a> <a href="https://techhub.social/tags/distribution" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>distribution</span></a> <a href="https://techhub.social/tags/infrastructure" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>infrastructure</span></a> <a href="https://techhub.social/tags/building" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>building</span></a> <a href="https://techhub.social/tags/roads" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>roads</span></a> <a href="https://techhub.social/tags/naturalresources" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>naturalresources</span></a> <a href="https://techhub.social/tags/environmental" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>environmental</span></a> <a href="https://techhub.social/tags/conservation" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>conservation</span></a> <a href="https://techhub.social/tags/monitoring" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>monitoring</span></a> <a href="https://techhub.social/tags/multitemporal" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>multitemporal</span></a></p>
💧🌏 Greg Cocks<p>AI Uncovers 5,000-Year-Old Ancient Civilizations Hidden Beneath The World’s Largest Deserts<br>--<br><a href="https://dailygalaxy.com/2025/01/ai-uncovers-5000-year-old-ancient-civilizations-hidden-beneath-the-worlds-largest-deserts/" rel="nofollow noopener noreferrer" translate="no" target="_blank"><span class="invisible">https://</span><span class="ellipsis">dailygalaxy.com/2025/01/ai-unc</span><span class="invisible">overs-5000-year-old-ancient-civilizations-hidden-beneath-the-worlds-largest-deserts/</span></a> &lt;-- shared technical article<br>--<br><a href="https://www.mdpi.com/2076-3263/13/6/179" rel="nofollow noopener noreferrer" translate="no" target="_blank"><span class="invisible">https://www.</span><span class="">mdpi.com/2076-3263/13/6/179</span><span class="invisible"></span></a> &lt;-- shared paper<br>--<br>[older paper, but still fascinating…]<br><a href="https://techhub.social/tags/GIS" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>GIS</span></a> <a href="https://techhub.social/tags/spatial" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>spatial</span></a> <a href="https://techhub.social/tags/mapping" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>mapping</span></a> <a href="https://techhub.social/tags/desert" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>desert</span></a> <a href="https://techhub.social/tags/archaeology" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>archaeology</span></a> <a href="https://techhub.social/tags/MiddleEast" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>MiddleEast</span></a> <a href="https://techhub.social/tags/ancienthistory" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>ancienthistory</span></a> <a href="https://techhub.social/tags/AI" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>AI</span></a> <a href="https://techhub.social/tags/RubAlKhali" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>RubAlKhali</span></a> <a href="https://techhub.social/tags/EmptyQuarter" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>EmptyQuarter</span></a> <a href="https://techhub.social/tags/SyntheticApertureRadar" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>SyntheticApertureRadar</span></a> <a href="https://techhub.social/tags/SAR" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>SAR</span></a> <a href="https://techhub.social/tags/remotesensing" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>remotesensing</span></a> <a href="https://techhub.social/tags/machinelearning" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>machinelearning</span></a> <a href="https://techhub.social/tags/artificalintelligence" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>artificalintelligence</span></a> <a href="https://techhub.social/tags/deeplearning" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>deeplearning</span></a> <a href="https://techhub.social/tags/settlements" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>settlements</span></a> <a href="https://techhub.social/tags/pathways" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>pathways</span></a> <a href="https://techhub.social/tags/humanmade" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>humanmade</span></a> <a href="https://techhub.social/tags/spatialanalysis" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>spatialanalysis</span></a> <a href="https://techhub.social/tags/PALSAR2" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>PALSAR2</span></a> <a href="https://techhub.social/tags/Worldview3" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>Worldview3</span></a> <a href="https://techhub.social/tags/SaruqAlHadid" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>SaruqAlHadid</span></a> <a href="https://techhub.social/tags/Dubai" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>Dubai</span></a> <a href="https://techhub.social/tags/UEA" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>UEA</span></a> <a href="https://techhub.social/tags/UnitedArabEmirates" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>UnitedArabEmirates</span></a></p>
Olivier D'Hondt 🛰️🌍🌱<p>To follow up on my previous post about InSAR coherence, this is an example showing how coherence changes when built-up areas replace vegetation and how it compares to optical. All images have been processed with EO-Tools ;)<br>(hover on image to see the animation)</p><p><a href="https://framapiaf.org/tags/EarthObservation" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>EarthObservation</span></a> <a href="https://framapiaf.org/tags/SyntheticApertureRadar" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>SyntheticApertureRadar</span></a> <a href="https://framapiaf.org/tags/Sentinel1" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>Sentinel1</span></a> <a href="https://framapiaf.org/tags/environment" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>environment</span></a> <a href="https://framapiaf.org/tags/climateTech" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>climateTech</span></a> <a href="https://framapiaf.org/tags/RemoteSensing" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>RemoteSensing</span></a></p>
AI6YR Ben<p>Hmm, if anyone wants to test synthetic-aperture-radar on a drone (with ability to resolve a cell phone), have a target area in Oregon where a family has been looking for someone who went missing in 2020 that just pinged me for help. Satellite imaging is not going to help, too many trees. <a href="https://m.ai6yr.org/tags/SyntheticApertureRadar" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>SyntheticApertureRadar</span></a> <a href="https://m.ai6yr.org/tags/SearchAndRescue" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>SearchAndRescue</span></a> <a href="https://m.ai6yr.org/tags/RemoteImaging" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>RemoteImaging</span></a></p>
Olivier D'Hondt 🛰️🌍🌱<p>EO-Tools version 2024.9.2 is out! It is now easy to apply the well-known Goldstein filter to reduce phase noise. </p><p>Here is a tutorial: <a href="https://eo-tools.readthedocs.io/en/latest/s1-goldstein-phase-denoising/" rel="nofollow noopener noreferrer" translate="no" target="_blank"><span class="invisible">https://</span><span class="ellipsis">eo-tools.readthedocs.io/en/lat</span><span class="invisible">est/s1-goldstein-phase-denoising/</span></a></p><p><a href="https://framapiaf.org/tags/EarthObservation" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>EarthObservation</span></a><br><a href="https://framapiaf.org/tags/RemoteSensing" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>RemoteSensing</span></a><br><a href="https://framapiaf.org/tags/SyntheticApertureRadar" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>SyntheticApertureRadar</span></a><br><a href="https://framapiaf.org/tags/Interferometry" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>Interferometry</span></a><br><a href="https://framapiaf.org/tags/Sentinel1" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>Sentinel1</span></a><br><a href="https://framapiaf.org/tags/python" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>python</span></a><br><a href="https://framapiaf.org/tags/geospatial" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>geospatial</span></a><br><a href="https://framapiaf.org/tags/InSAR" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>InSAR</span></a></p>
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