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IT NewsSpatial Audio in a Hat - Students from the ECE4760 program at Cornell have been working on a spatial audio ... - <a href="https://hackaday.com/2025/08/05/spatial-audio-in-a-hat/" rel="nofollow noopener noreferrer" translate="no" target="_blank">https://hackaday.com/2025/08/05/spatial-audio-in-a-hat/</a> <a href="https://schleuss.online/tags/digitalaudiohacks" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#digitalaudiohacks</a> <a href="https://schleuss.online/tags/wearablehacks" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#wearablehacks</a> <a href="https://schleuss.online/tags/ece4760" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#ece4760</a> <a href="https://schleuss.online/tags/audio" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#audio</a> <a href="https://schleuss.online/tags/lidar" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#lidar</a>

IT NewsUW researcher lands grant to bring chip-based beam-steering LIDAR to market with new startup - Bingzhao Li.Basic research is critical to innovation, but to have a real impac... - <a href="https://www.geekwire.com/2025/uw-researcher-lands-grant-to-bring-chip-based-beam-steering-lidar-to-market-with-new-startup/" rel="nofollow noopener noreferrer" translate="no" target="_blank">https://www.geekwire.com/2025/uw-researcher-lands-grant-to-bring-chip-based-beam-steering-lidar-to-market-with-new-startup/</a> <a href="https://schleuss.online/tags/universityofwashington" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#universityofwashington</a> <a href="https://schleuss.online/tags/leapphotonics" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#leapphotonics</a> <a href="https://schleuss.online/tags/startups" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#startups</a> <a href="https://schleuss.online/tags/lidar" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#lidar</a>

Tillman ReuterLearn about my current project investigating **tree-hydraulic architecture**. Joining the <a href="https://academiccloud.social/@unigoettingen" class="u-url mention" rel="nofollow noopener noreferrer" target="_blank">@unigoettingen</a> departments Plant Ecology and Ecosystem Research, Bioclimatology, and Spatial Structures and Digitization of Forests we explore using <a href="https://ecoevo.social/tags/Sapflow" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#Sapflow</a> of a forest tree and stand-based climate data how water distributes in the canopy. <a href="https://ecoevo.social/tags/hydrology" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#hydrology</a> <a href="https://ecoevo.social/tags/research" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#research</a> <a href="https://ecoevo.social/tags/climate" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#climate</a> <a href="https://ecoevo.social/tags/drought" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#drought</a> stress <a href="https://ecoevo.social/tags/canopy" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#canopy</a> <a href="https://ecoevo.social/tags/LiDAR" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#LiDAR</a> <a href="https://ecoevo.social/tags/treeclimbing" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#treeclimbing</a> <a href="https://ecoevo.social/tags/plantscience" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#plantscience</a>

Txo!?Blender 4.5 bertsio berriak punto hodeiak jatorrizko objektu 🙃 mota bezala onartzen ditu eta hori izugarria da eskaneatutako hodeiekin ibiltzeko.Orain arte, Subcortical bezalako piezak egiteko (ikusi irudiak) aparteko gehigarri bat erabili behar nuen 😅 <a href="https://mastodon.eus/tags/B3D" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#B3D</a> <a href="https://mastodon.eus/tags/Blender" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#Blender</a> <a href="https://mastodon.eus/tags/LiDAR" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#LiDAR</a> <a href="https://mastodon.eus/tags/Trees" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#Trees</a> <a href="https://mastodon.eus/tags/Zuhaitzak" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#Zuhaitzak</a>

Andy BakerPhD Opportunities in Climate and Groundwater at UNSW Sydney 2025-2027Last updated: 21st July 2025 The Australian Research Council Laureate Fellowship ‘Caves and their stalagmites: linking climate to groundwater recharge’ awarded to Andy Baker (UNSW Sydney, Australia) has opportunities for PhD projects in the following areas. PhD positions are for start in 2025 to 2027 and will remain open until filled. PhD 1: Using long-term hydrology records from caves to explore the amount of rainfall needed to replenish groundwater and the climate and weather needed....<a href="http://andy-baker.org/2025/07/21/phd-opportunities-in-climate-and-groundwater-at-unsw-sydney-2025-2027/" rel="nofollow noopener noreferrer" translate="no" target="_blank">http://andy-baker.org/2025/07/21/phd-opportunities-in-climate-and-groundwater-at-unsw-sydney-2025-2027/</a><a href="https://aus.social/tags/PhD" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#PhD</a> <a href="https://aus.social/tags/research" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#research</a> <a href="https://aus.social/tags/science" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#science</a> <a href="https://aus.social/tags/climate" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#climate</a> <a href="https://aus.social/tags/hydrology" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#hydrology</a> <a href="https://aus.social/tags/lidar" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#lidar</a> <a href="https://aus.social/tags/caves" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#caves</a>

Europe Says<a href="https://www.europesays.com/2252063/" rel="nofollow noopener noreferrer" translate="no" target="_blank">https://www.europesays.com/2252063/</a> Supporting sky-high energy generation | GIM International <a href="https://pubeurope.com/tags/AerialImagery" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#AerialImagery</a> <a href="https://pubeurope.com/tags/AerialMapping" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#AerialMapping</a> <a href="https://pubeurope.com/tags/DigitalTwin" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#DigitalTwin</a> <a href="https://pubeurope.com/tags/Digitalization" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#Digitalization</a> <a href="https://pubeurope.com/tags/Energy" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#Energy</a> <a href="https://pubeurope.com/tags/environmental" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#environmental</a> <a href="https://pubeurope.com/tags/GeospatialData" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#GeospatialData</a> <a href="https://pubeurope.com/tags/GeospatialDataApplications" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#GeospatialDataApplications</a> <a href="https://pubeurope.com/tags/LaserScanning" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#LaserScanning</a> <a href="https://pubeurope.com/tags/Lidar" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#Lidar</a> <a href="https://pubeurope.com/tags/location" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#location</a> <a href="https://pubeurope.com/tags/Renewables" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#Renewables</a> <a href="https://pubeurope.com/tags/Trimble" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#Trimble</a>

AdamA while ago I started making oblique mountain views based on <a href="https://mapstodon.space/tags/lidar" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#lidar</a> datasets. Sometimes lidar doesn't cover an entire view, so larger-scale data need to be used as well, with the products merged for the final result. Here's a story in 4 pictures about making one combined-dataset view - using a range of tools: command line data processing, <a href="https://fosstodon.org/@qgis" class="u-url mention" rel="nofollow noopener noreferrer" target="_blank">@qgis</a> , <a href="https://mastodon.art/@inkscape" class="u-url mention" rel="nofollow noopener noreferrer" target="_blank">@inkscape</a> and <a href="https://mastodon.art/@Krita" class="u-url mention" rel="nofollow noopener noreferrer" target="_blank">@Krita</a> . See alt text for details. 🏔️ 🗺️ ❤️

AdamThe last in the miniseries describes data needed to compute <a href="https://mapstodon.space/tags/lidar" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#lidar</a> uncertainties - what you need to request from a contractor if you want to do this - and some general wrap up thoughts. <a href="https://mapstodon.space/tags/lidar" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#lidar</a> <a href="https://mapstodon.space/tags/foundationGeospatialData" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#foundationGeospatialData</a> <a href="https://mapstodon.space/tags/polarResearch" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#polarResearch</a><a href="https://www.spatialised.net/the-lidar-uncertainty-budget-part-iii-data-requirements/" rel="nofollow noopener noreferrer" translate="no" target="_blank">https://www.spatialised.net/the-lidar-uncertainty-budget-part-iii-data-requirements/</a>

AdamNext - how certain are we that a <a href="https://mapstodon.space/tags/lidar" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#lidar</a> point is where we've estimated it to be? This is HYPER important for feeding into models based on lidar datasets.AFAIK it is still, a decade later, not a widely accepted practice to compute uncertainties at georeferencing time 🤷 (huge kudos to the people I know about who do).<a href="https://mapstodon.space/tags/foundationGeospatialData" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#foundationGeospatialData</a> <a href="https://mapstodon.space/tags/polarResearch" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#polarResearch</a><a href="https://www.spatialised.net/the-lidar-uncertainty-budget-ii-computing-uncertainties/" rel="nofollow noopener noreferrer" translate="no" target="_blank">https://www.spatialised.net/the-lidar-uncertainty-budget-ii-computing-uncertainties/</a>

AdamFollow up part 1 - getting from laser shot return times and angles to georeferenced points. From a time when I had to roll my own and read a LOT of maths... <a href="https://mapstodon.space/tags/lidar" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#lidar</a> <a href="https://mapstodon.space/tags/foundationGeospatialData" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#foundationGeospatialData</a> <a href="https://mapstodon.space/tags/polarResearch" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#polarResearch</a><a href="https://www.spatialised.net/the-lidar-uncertainty-budget-i-georeferencing-points/" rel="nofollow noopener noreferrer" translate="no" target="_blank">https://www.spatialised.net/the-lidar-uncertainty-budget-i-georeferencing-points/</a>

AdamSome work on <a href="https://mapstodon.space/tags/lidar" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#lidar</a> from nearly a decade ago: where does a lidar measure?I'll add some follow up work in a thread.<a href="https://mapstodon.space/tags/gischat" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#gischat</a> <a href="https://mapstodon.space/tags/foundationGeospatialData" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#foundationGeospatialData</a> <a href="https://mapstodon.space/tags/climate" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#climate</a> <a href="https://mapstodon.space/tags/polarResearch" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#polarResearch</a> <a href="https://mapstodon.space/tags/landscapeAnalysis" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#landscapeAnalysis</a><a href="https://www.spatialised.net/lidar-thoughts-where-to-measure-exactly/" rel="nofollow noopener noreferrer" translate="no" target="_blank">https://www.spatialised.net/lidar-thoughts-where-to-measure-exactly/</a>

Bruce MacDonaldMcLeester and her team used drone lidar technology, which involves flying a drone low to the ground and using pulses of light to map the topography of an area in great detail. Historically, lidar imaging has used planes, which can’t get as close to the ground and therefore aren’t able to pick up as much detail.“This is some of the earliest data with drone lidar,” McLeester said. “I think with this new technology, we’re going to find more and more of these agricultural sites across North America in unlikely places.” <a href="https://www.wpr.org/news/archaeologists-surprising-discovery-menominee-river" rel="nofollow noopener noreferrer" translate="no" target="_blank">https://www.wpr.org/news/archaeologists-surprising-discovery-menominee-river</a><a href="https://hachyderm.io/tags/archaeology" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#archaeology</a> <a href="https://hachyderm.io/tags/Wisconsin" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#Wisconsin</a> <a href="https://hachyderm.io/tags/lidar" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#lidar</a>

Darnell Clayton :verified:I will never fully understand <a href="https://one.darnell.one/tags/ElonMusk" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#ElonMusk</a>’s aversion to <a href="https://one.darnell.one/tags/LiDAR" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#LiDAR</a> for <a href="https://one.darnell.one/tags/Tesla" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#Tesla</a> vehicles. No system is perfect, but adding it could provide their <a href="https://one.darnell.one/tags/AI" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#AI</a> with some extra, crucial data—especially when traveling in the rain. 🌧️ 👉🏾 Tesla Robotaxi Rider Gets Bizarre Call Saying She Has to Exit Vehicle Immediately <a href="https://futurism.com/tesla-robotaxi-call-exit-vehicle" rel="nofollow noopener noreferrer" translate="no" target="_blank">https://futurism.com/tesla-robotaxi-call-exit-vehicle</a>

AlcorNewsUn canon laser anti-moustiques détecte et détruit 30 insectes/s en extérieur grâce à LiDAR & radar intégrés 🦟 <a href="https://www.futura-sciences.com/tech/actualites/tech-ce-nouveau-systeme-defense-antiaerien-pointe-promet-nous-proteger-moustiques-123441/" rel="nofollow noopener noreferrer" translate="no" target="_blank">https://www.futura-sciences.com/tech/actualites/tech-ce-nouveau-systeme-defense-antiaerien-pointe-promet-nous-proteger-moustiques-123441/</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/innovation" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#innovation</a> <a href="https://mastodon.social/tags/hightech" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#hightech</a> <a href="https://mastodon.social/tags/PhotonMatrix" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#PhotonMatrix</a> <a href="https://mastodon.social/tags/laser" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#laser</a> <a href="https://mastodon.social/tags/mosquitoBuster" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#mosquitoBuster</a> <a href="https://mastodon.social/tags/LiDAR" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#LiDAR</a> <a href="https://mastodon.social/tags/laseranti" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#laseranti</a>‑moustiques <a href="https://mastodon.social/tags/tendance" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#tendance</a> <a href="https://mastodon.social/tags/PhotonMatrix" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#PhotonMatrix</a>

Verfassungklage@troet.cafeWarum versagt dieses <a href="https://troet.cafe/tags/autonome" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#autonome</a> <a href="https://troet.cafe/tags/Auto" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#Auto</a> TROTZ <a href="https://troet.cafe/tags/LiDAR" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#LiDAR</a>-System von <a href="https://troet.cafe/tags/MobilEye" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#MobilEye</a>?<a href="https://m.youtube.com/watch?v=t1BvPjseqi0" rel="nofollow noopener noreferrer" translate="no" target="_blank">https://m.youtube.com/watch?v=t1BvPjseqi0</a>

Xamanismo Coletivo"What if I told you that one of the most well-capitalized AI companies on the planet is asking volunteers to help them uncover “lost cities” in the <a href="https://hachyderm.io/tags/Amazonia" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#Amazonia</a>—by feeding <a href="https://hachyderm.io/tags/machinelearning" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#machinelearning</a> models with open satellite data, <a href="https://hachyderm.io/tags/lidar" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#lidar</a>, “colonial” text and map records, and <a href="https://hachyderm.io/tags/indigenous" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#indigenous</a> oral histories? This is the premise of the <a href="https://hachyderm.io/tags/OpenAItoZChallenge" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#OpenAItoZChallenge</a>, a <a href="https://hachyderm.io/tags/Kaggle" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#Kaggle</a>-hosted hackathon framed as a platform to "push the limits" of <a href="https://hachyderm.io/tags/AI" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#AI</a> through global knowledge cooperation.In practice, this is a product development experiment cloaked as public participation. The contributions of users, the mapping of biocultural data, and the modeling of ancestral landscapes all feed into the refinement of OpenAI’s proprietary systems. The task itself may appear novel. The logic is not. This is the familiar playbook of Big Tech firms—capture public knowledge, reframe it as open input, and channel it into infrastructure that serves commercial, rather than communal goals."<a href="https://www.techpolicy.press/unpacking-openais-amazonian-archaeology-initiative/" rel="nofollow noopener noreferrer" translate="no" target="_blank">https://www.techpolicy.press/unpacking-openais-amazonian-archaeology-initiative/</a>

Frédéric Cantat 🌍[Actualités <a href="https://mamot.fr/tags/geoservices" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#geoservices</a> <a href="https://mamot.fr/tags/IGN" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#IGN</a>] 📗Testez les nouvelles cartographies terrain grande échelle issues du <a href="https://mamot.fr/tags/LiDAR" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#LiDAR</a> HD2 prototypes cartographiques basés sur les données <a href="https://mamot.fr/tags/LiDAR" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#LiDAR</a> HD, calculés sur l’Ile de La Réunion sont à présent accessibles sur la Géoplateforme : <a href="https://geoservices.ign.fr/actualites/2025-06-cartographies-issues-du-lidarhd" rel="nofollow noopener noreferrer" translate="no" target="_blank">https://geoservices.ign.fr/actualites/2025-06-cartographies-issues-du-lidarhd</a>

Archaeology News :verified:Over 100 Chachapoya structures discovered at Gran Pajatén in Peru’s AndesArchaeologists have uncovered over 100 previously unknown structures at Gran Pajatén, a centuries-old archaeological complex in Peru’s Río Abiseo National Park. The discovery fundamentally reinterprets the site, one of the most iconic remnants of the Chachapoya civilization...More information: <a href="https://archaeologymag.com/2025/05/over-100-chachapoya-structures-discovered-at-gran-pajaten/" rel="nofollow noopener noreferrer" translate="no" target="_blank">https://archaeologymag.com/2025/05/over-100-chachapoya-structures-discovered-at-gran-pajaten/</a>Follow <a href="https://mstdn.social/@archaeology" class="u-url mention" rel="nofollow noopener noreferrer" target="_blank">@archaeology</a> <a href="https://mstdn.social/tags/archaeology" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#archaeology</a> <a href="https://mstdn.social/tags/archeology" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#archeology</a> <a href="https://mstdn.social/tags/LiDAR" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#LiDAR</a> <a href="https://mstdn.social/tags/remotesensing" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#remotesensing</a> <a href="https://mstdn.social/tags/photogrammetry" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#photogrammetry</a> <a href="https://mstdn.social/tags/GranPajat%C3%A9n" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#GranPajatén</a>

Frédéric PaletouLes données <a href="https://mastodon.social/tags/LiDAR" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#LiDAR</a> aéroportées ou terrestres permettent la cartographie 3D des paysages à très haute précision et résolution et font désormais partie des données classiquement utilisées en sciences de la terre. Les mesures 3D répétées - dites « 4D » - offrent en particulier une mesure directe des changements du sol et du couvert forestier avec une précision, une résolution et une étendue inégalée... <a href="https://www.youtube.com/watch?v=Ye9siYYGcDo" rel="nofollow noopener noreferrer" translate="no" target="_blank">https://www.youtube.com/watch?v=Ye9siYYGcDo</a>

💧🌏 Greg CocksForest Aboveground Biomass Estimation Using Airborne LiDAR - A Systematic Review And Meta-Analysis -- <a href="https://doi.org/10.1007/s44392-025-00029-w" rel="nofollow noopener noreferrer" translate="no" target="_blank">https://doi.org/10.1007/s44392-025-00029-w</a> <-- shared paper -- <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/remotesensing" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#remotesensing</a> <a href="https://techhub.social/tags/earthobservation" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#earthobservation</a> <a href="https://techhub.social/tags/LiDAR" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#LiDAR</a> <a href="https://techhub.social/tags/forest" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#forest</a> <a href="https://techhub.social/tags/vegetation" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#vegetation</a> <a href="https://techhub.social/tags/degradation" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#degradation</a> <a href="https://techhub.social/tags/biomass" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#biomass</a> <a href="https://techhub.social/tags/spatialanalysis" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#spatialanalysis</a> <a href="https://techhub.social/tags/spatiotemporal" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#spatiotemporal</a> <a href="https://techhub.social/tags/REDD" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#REDD</a> <a href="https://techhub.social/tags/research" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#research</a> <a href="https://techhub.social/tags/review" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#review</a> <a href="https://techhub.social/tags/metaanalysis" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#metaanalysis</a> <a href="https://techhub.social/tags/opendata" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#opendata</a> <a href="https://techhub.social/tags/AGB" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#AGB</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/papers" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#papers</a> <a href="https://techhub.social/tags/journal" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#journal</a> <a href="https://techhub.social/tags/PRISMA" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#PRISMA</a> <a href="https://techhub.social/tags/statistics" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#statistics</a> <a href="https://techhub.social/tags/geostatistics" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#geostatistics</a>

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