#sentinel — Public Fediverse posts
Live and recent posts from across the Fediverse tagged #sentinel, aggregated by home.social.
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🛰️🌋 Le satellite #Sentinel-2 du programme européen #Copernicus a capturé l'activité effusive du #Stromboli en mai 2026.
La coulée de lave (longue de plus d'un kilomètre) progressant le long de la Sciara del Fuoco et atteignant la côte est parfaitement visible
Via PlatformAdam -
Cette rare image sans nuages de l'Irlande, par l'un des satellites #Sentinel-3 du programme européen #Copernicus le 29 avril 2026, offre une vue exceptionnelle de l'île.
Les observations satellitaires de Copernicus au fil du temps contribuent à la surveillance et à l'analyse environnementales. -
European Ground Motion Service (#EGMS)
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https://doi.org/10.1016/j.rse.2026.115389 <-- shared paper
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#GIS #spatial #mapping #EuropeanGroundMotionService #EGMS #copernicus #satellite #PersistentScattererInterferometry #SAR #sentinel #sentinel1 #displacement #deformation #useruptake #serviceevolution #Envisat #InSAR #ROSEL #CopernicusGlobalGroundMotionService #CGGMS #risk #hazard #disaster #ground #motion #surface #deformation #usecase #subsidence #differential #remotesensing #earthobservation
@ESA -
European Ground Motion Service (#EGMS)
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https://doi.org/10.1016/j.rse.2026.115389 <-- shared paper
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#GIS #spatial #mapping #EuropeanGroundMotionService #EGMS #copernicus #satellite #PersistentScattererInterferometry #SAR #sentinel #sentinel1 #displacement #deformation #useruptake #serviceevolution #Envisat #InSAR #ROSEL #CopernicusGlobalGroundMotionService #CGGMS #risk #hazard #disaster #ground #motion #surface #deformation #usecase #subsidence #differential #remotesensing #earthobservation
@ESA -
European Ground Motion Service (#EGMS)
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https://doi.org/10.1016/j.rse.2026.115389 <-- shared paper
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#GIS #spatial #mapping #EuropeanGroundMotionService #EGMS #copernicus #satellite #PersistentScattererInterferometry #SAR #sentinel #sentinel1 #displacement #deformation #useruptake #serviceevolution #Envisat #InSAR #ROSEL #CopernicusGlobalGroundMotionService #CGGMS #risk #hazard #disaster #ground #motion #surface #deformation #usecase #subsidence #differential #remotesensing #earthobservation
@ESA -
European Ground Motion Service (#EGMS)
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https://doi.org/10.1016/j.rse.2026.115389 <-- shared paper
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#GIS #spatial #mapping #EuropeanGroundMotionService #EGMS #copernicus #satellite #PersistentScattererInterferometry #SAR #sentinel #sentinel1 #displacement #deformation #useruptake #serviceevolution #Envisat #InSAR #ROSEL #CopernicusGlobalGroundMotionService #CGGMS #risk #hazard #disaster #ground #motion #surface #deformation #usecase #subsidence #differential #remotesensing #earthobservation
@ESA -
European Ground Motion Service (#EGMS)
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https://doi.org/10.1016/j.rse.2026.115389 <-- shared paper
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#GIS #spatial #mapping #EuropeanGroundMotionService #EGMS #copernicus #satellite #PersistentScattererInterferometry #SAR #sentinel #sentinel1 #displacement #deformation #useruptake #serviceevolution #Envisat #InSAR #ROSEL #CopernicusGlobalGroundMotionService #CGGMS #risk #hazard #disaster #ground #motion #surface #deformation #usecase #subsidence #differential #remotesensing #earthobservation
@ESA -
#BBC:
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Satellite images reveal hidden cause of melting glaciers in GreenlandA new study has found that meltwater lakes at the edge of the Greenland ice sheet are accelerating the flow of major glaciers, potentially contributing to global sea level rise.
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https://www.discoverwildlife.com/environment/ice-marginal-lakes-greenland8.4.2026
#EO #Erdbeobachtung #Erderwärmung #glacier #Gletscher #GlobalWarming #Greenland #Grönland #IML #Klimakrise #Klimawandel #Meeresspiegelanstieg #Raumfahrt #Satelliten #SeaLevelRise #Sentinel #SpaceFlight
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Comparative Analysis Of Seagrass Biophysical Properties Mapping Using Multi-Resolution Satellite Imagery And Machine Learning In The Shallow Waters Of Teluk Pandan, Lampung, Indonesia
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https://doi.org/10.1016/j.rsase.2026.102002 <-- shared paper
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#GIS #spatial #mapping #Seagrass #monitoring #conservation #accuracy #vegetation #biophysical #benthic #habitat #composition #carbonmapping #Randomforest #ExtremeGradientBoosting #XGBoost algorithms #Sentinel2 #remotesensing #sensor #shallowwater #sentinel #PlanetScope #satellite #TelukPandan #Lampung #Indonesia #AI #deeplearning #machinelearning #model #modeling #water #marine #ocean #habitat #ecosystem #spatialanalysis -
Comparative Analysis Of Seagrass Biophysical Properties Mapping Using Multi-Resolution Satellite Imagery And Machine Learning In The Shallow Waters Of Teluk Pandan, Lampung, Indonesia
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https://doi.org/10.1016/j.rsase.2026.102002 <-- shared paper
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#GIS #spatial #mapping #Seagrass #monitoring #conservation #accuracy #vegetation #biophysical #benthic #habitat #composition #carbonmapping #Randomforest #ExtremeGradientBoosting #XGBoost algorithms #Sentinel2 #remotesensing #sensor #shallowwater #sentinel #PlanetScope #satellite #TelukPandan #Lampung #Indonesia #AI #deeplearning #machinelearning #model #modeling #water #marine #ocean #habitat #ecosystem #spatialanalysis -
Comparative Analysis Of Seagrass Biophysical Properties Mapping Using Multi-Resolution Satellite Imagery And Machine Learning In The Shallow Waters Of Teluk Pandan, Lampung, Indonesia
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https://doi.org/10.1016/j.rsase.2026.102002 <-- shared paper
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#GIS #spatial #mapping #Seagrass #monitoring #conservation #accuracy #vegetation #biophysical #benthic #habitat #composition #carbonmapping #Randomforest #ExtremeGradientBoosting #XGBoost algorithms #Sentinel2 #remotesensing #sensor #shallowwater #sentinel #PlanetScope #satellite #TelukPandan #Lampung #Indonesia #AI #deeplearning #machinelearning #model #modeling #water #marine #ocean #habitat #ecosystem #spatialanalysis -
Comparative Analysis Of Seagrass Biophysical Properties Mapping Using Multi-Resolution Satellite Imagery And Machine Learning In The Shallow Waters Of Teluk Pandan, Lampung, Indonesia
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https://doi.org/10.1016/j.rsase.2026.102002 <-- shared paper
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#GIS #spatial #mapping #Seagrass #monitoring #conservation #accuracy #vegetation #biophysical #benthic #habitat #composition #carbonmapping #Randomforest #ExtremeGradientBoosting #XGBoost algorithms #Sentinel2 #remotesensing #sensor #shallowwater #sentinel #PlanetScope #satellite #TelukPandan #Lampung #Indonesia #AI #deeplearning #machinelearning #model #modeling #water #marine #ocean #habitat #ecosystem #spatialanalysis -
Comparative Analysis Of Seagrass Biophysical Properties Mapping Using Multi-Resolution Satellite Imagery And Machine Learning In The Shallow Waters Of Teluk Pandan, Lampung, Indonesia
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https://doi.org/10.1016/j.rsase.2026.102002 <-- shared paper
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#GIS #spatial #mapping #Seagrass #monitoring #conservation #accuracy #vegetation #biophysical #benthic #habitat #composition #carbonmapping #Randomforest #ExtremeGradientBoosting #XGBoost algorithms #Sentinel2 #remotesensing #sensor #shallowwater #sentinel #PlanetScope #satellite #TelukPandan #Lampung #Indonesia #AI #deeplearning #machinelearning #model #modeling #water #marine #ocean #habitat #ecosystem #spatialanalysis -
Vertical Land Motion And Human Exposure Across India's Coastal Regions
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https://doi.org/10.1029/2025GL120539 <-- shared paper 🔗
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https://www.indiaspend.com/climate-change/indias-coastal-cities-face-heavy-flooding-risk-due-to-sea-level-rise-970906 <-- shared media article 🔗
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#SeaLevelRise #Subsidence #India #InSAR #radar #Postdoc #GIS #spatial #mapping #inSAR #LandSubsidence #remotesensing #coast #coastal #coastline #India #earthobservation #subsidence #rise #urban #city #SLR #ClimateChange #spatialanalysis #spatiotemporal #marine #ocean #water #hydrology #risk #hazard #humanimpacts #flood #flooding #model #modeling #floodrisk #infrastructure #damage #costs #economics #verticallandmotion #VLM #ESA #Sentinel #Ahmedabad #Chennai #Amaravathi #Kochi #Kakinada #Kolkata #deltas #estuary #demographics #population #coastalsubsidence #landuse #planning #mitigation #farmland #agriculture #foodsecurity #groundwater #pumping #extraction -
Vertical Land Motion And Human Exposure Across India's Coastal Regions
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https://doi.org/10.1029/2025GL120539 <-- shared paper 🔗
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https://www.indiaspend.com/climate-change/indias-coastal-cities-face-heavy-flooding-risk-due-to-sea-level-rise-970906 <-- shared media article 🔗
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#SeaLevelRise #Subsidence #India #InSAR #radar #Postdoc #GIS #spatial #mapping #inSAR #LandSubsidence #remotesensing #coast #coastal #coastline #India #earthobservation #subsidence #rise #urban #city #SLR #ClimateChange #spatialanalysis #spatiotemporal #marine #ocean #water #hydrology #risk #hazard #humanimpacts #flood #flooding #model #modeling #floodrisk #infrastructure #damage #costs #economics #verticallandmotion #VLM #ESA #Sentinel #Ahmedabad #Chennai #Amaravathi #Kochi #Kakinada #Kolkata #deltas #estuary #demographics #population #coastalsubsidence #landuse #planning #mitigation #farmland #agriculture #foodsecurity #groundwater #pumping #extraction -
Vertical Land Motion And Human Exposure Across India's Coastal Regions
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https://doi.org/10.1029/2025GL120539 <-- shared paper 🔗
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https://www.indiaspend.com/climate-change/indias-coastal-cities-face-heavy-flooding-risk-due-to-sea-level-rise-970906 <-- shared media article 🔗
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#SeaLevelRise #Subsidence #India #InSAR #radar #Postdoc #GIS #spatial #mapping #inSAR #LandSubsidence #remotesensing #coast #coastal #coastline #India #earthobservation #subsidence #rise #urban #city #SLR #ClimateChange #spatialanalysis #spatiotemporal #marine #ocean #water #hydrology #risk #hazard #humanimpacts #flood #flooding #model #modeling #floodrisk #infrastructure #damage #costs #economics #verticallandmotion #VLM #ESA #Sentinel #Ahmedabad #Chennai #Amaravathi #Kochi #Kakinada #Kolkata #deltas #estuary #demographics #population #coastalsubsidence #landuse #planning #mitigation #farmland #agriculture #foodsecurity #groundwater #pumping #extraction -
Vertical Land Motion And Human Exposure Across India's Coastal Regions
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https://doi.org/10.1029/2025GL120539 <-- shared paper 🔗
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https://www.indiaspend.com/climate-change/indias-coastal-cities-face-heavy-flooding-risk-due-to-sea-level-rise-970906 <-- shared media article 🔗
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#SeaLevelRise #Subsidence #India #InSAR #radar #Postdoc #GIS #spatial #mapping #inSAR #LandSubsidence #remotesensing #coast #coastal #coastline #India #earthobservation #subsidence #rise #urban #city #SLR #ClimateChange #spatialanalysis #spatiotemporal #marine #ocean #water #hydrology #risk #hazard #humanimpacts #flood #flooding #model #modeling #floodrisk #infrastructure #damage #costs #economics #verticallandmotion #VLM #ESA #Sentinel #Ahmedabad #Chennai #Amaravathi #Kochi #Kakinada #Kolkata #deltas #estuary #demographics #population #coastalsubsidence #landuse #planning #mitigation #farmland #agriculture #foodsecurity #groundwater #pumping #extraction -
Vertical Land Motion And Human Exposure Across India's Coastal Regions
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https://doi.org/10.1029/2025GL120539 <-- shared paper 🔗
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https://www.indiaspend.com/climate-change/indias-coastal-cities-face-heavy-flooding-risk-due-to-sea-level-rise-970906 <-- shared media article 🔗
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#SeaLevelRise #Subsidence #India #InSAR #radar #Postdoc #GIS #spatial #mapping #inSAR #LandSubsidence #remotesensing #coast #coastal #coastline #India #earthobservation #subsidence #rise #urban #city #SLR #ClimateChange #spatialanalysis #spatiotemporal #marine #ocean #water #hydrology #risk #hazard #humanimpacts #flood #flooding #model #modeling #floodrisk #infrastructure #damage #costs #economics #verticallandmotion #VLM #ESA #Sentinel #Ahmedabad #Chennai #Amaravathi #Kochi #Kakinada #Kolkata #deltas #estuary #demographics #population #coastalsubsidence #landuse #planning #mitigation #farmland #agriculture #foodsecurity #groundwater #pumping #extraction -
Aquatic Reflectance Derived From Sentinel-2 Multispectral Imager Data For Inland Waters In The Conterminous United States
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https://doi.org/10.1002/lol2.70112 <-- shared paper
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https://doi.org/10.1016/j.watres.2025.124432 <-- shared ‘related’ paper
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🚨 🛰️
#GIS #spatial #mapping #fedscience #openscience #publicgood #fedservice #water #hydrography #hydrology #remotesensing #satellite #sentinel #spatialanalysis #usecase #surfacereflectance #waterquality #waterresources #spatiotemporal #change #aquatic #ecosystems #earthobservation #atmospheric #correction #inlandwater #freshwater #turbidity #opendata
#USGS | #ESA -
In recent trials, the elderly satellite #Sentinel-2A was switched on at night to see how it would perform in the dark – and the results have been strikingly positive, offering encouraging news for the follow-on Copernicus Sentinel-2 Next Generation mission, currently in development: https://www.esa.int/Applications/Observing_the_Earth/Copernicus/Sentinel-2/Sentinel-2_explores_night_vision #ALAN #LightPollution
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Sentinels reflected by images@twiston
https://tmblr.co/Z7VXvxiixB1dey00
#buttermerepines #buttermere #pines #lake #cumbria #lakedistrict #haystacks #fleetwithpike #lakeland #trees #tree #nationalpark #green #stupidoclock #sunlit #reflection #morning #mirror #summer #greens #serene #sentinels #sentinel #backlight #backlit #fell #greatbritain #landscape #imagestwiston #countryside
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Sentinels reflected by images@twiston
https://tmblr.co/Z7VXvxiixB1dey00
#buttermerepines #buttermere #pines #lake #cumbria #lakedistrict #haystacks #fleetwithpike #lakeland #trees #tree #nationalpark #green #stupidoclock #sunlit #reflection #morning #mirror #summer #greens #serene #sentinels #sentinel #backlight #backlit #fell #greatbritain #landscape #imagestwiston #countryside
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Sentinels reflected by images@twiston
https://tmblr.co/Z7VXvxiixB1dey00
#buttermerepines #buttermere #pines #lake #cumbria #lakedistrict #haystacks #fleetwithpike #lakeland #trees #tree #nationalpark #green #stupidoclock #sunlit #reflection #morning #mirror #summer #greens #serene #sentinels #sentinel #backlight #backlit #fell #greatbritain #landscape #imagestwiston #countryside
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Sentinels reflected by images@twiston
https://tmblr.co/Z7VXvxiixB1dey00
#buttermerepines #buttermere #pines #lake #cumbria #lakedistrict #haystacks #fleetwithpike #lakeland #trees #tree #nationalpark #green #stupidoclock #sunlit #reflection #morning #mirror #summer #greens #serene #sentinels #sentinel #backlight #backlit #fell #greatbritain #landscape #imagestwiston #countryside
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Satellites Help Tackle Landfill Methane Leaks
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https://www.esa.int/Applications/Observing_the_Earth/Space_for_our_climate/Satellites_help_tackle_landfill_methane_leaks <-- shared (ESA) technical article
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https://www.ghgsat.com/en/case-studies/landfill-gas/ <-- details of GHGSat usage for landfill gases
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#ESA ##GHGSat #landfill #methane #remotesensing #earthobservation #spatialanalysis #GIS #spatial #mapping #spatiotemporal #greenhousegas #emissions #pollution #GlobalMethanePledge #satellite #Copernicus #Sentinel #Sentinel5P #climatechange #MEDUSA #wastemanagement #waste #oilandgas #landfillsites
@europeanspaceagency -
My experiment with land-cover classification for Calgary using satellite imagery and with a machine-learning model trained on data from another continent.
The results turned out surprisingly good — most classes transferred almost perfectly.
The only noticeable shift was the Forest class: tree and shrub vegetation in the source region differs from Calgary’s, so the model mapped it conservatively here.Still, the general structure of the landscape was captured very well, and community-level land-cover profiles look consistent.
#Rstats #RemoteSensing #GIS #MachineLearning #LandCover #Calgary #EarthObservation #LULC #GreennessOfCalgary #QGIS #UrbanHealth #Alberta #Canada #Sentinel #Copernicus #CopernicusSentinel #Sentinel1 #Sentinel2 #ESA #DataScience #FOSS #UrbanEcology #UrbanNature
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Satellites Reveal The Power Of Ocean Swell
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https://www.esa.int/Applications/Observing_the_Earth/Space_for_our_climate/Satellites_reveal_the_power_of_ocean_swell <-- shared technical article
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https://doi.org/10.1073/pnas.2513381122 <-- shared paper
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“During recent storms, satellites recorded ocean waves averaging nearly 20 metres high – the largest ever measured from space. Moreover, satellite data now reveal that ocean swells act as storm ‘messengers’ - even though a storm may never make landfall, its swell can travel vast distances and bring destructive energy to distant coastlines...
This record merges data from satellites such as #SARAL, #Jason3, #Copernicus #Sentinel 3A and 3B, Copernicus #Sentinel6 Michael Freilich, #CryoSat and #CFOSAT…”
#GIS #spatial #mapping #remotesensing #earthobservation #satellite #ocean #marine #oceanwaves #waves #swell #storm #extremeweather #risk #hazard #impacts #humanimpacts #coast #coastline #longswells #energy #erosion #weather #longwaves #ESA #ClimateChangeInitiative #CCI #SeaState #meteorology #coastalengineering #mitigation #ESA
@europeanspaceagency -
Satellites Reveal The Power Of Ocean Swell
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https://www.esa.int/Applications/Observing_the_Earth/Space_for_our_climate/Satellites_reveal_the_power_of_ocean_swell <-- shared technical article
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https://doi.org/10.1073/pnas.2513381122 <-- shared paper
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“During recent storms, satellites recorded ocean waves averaging nearly 20 metres high – the largest ever measured from space. Moreover, satellite data now reveal that ocean swells act as storm ‘messengers’ - even though a storm may never make landfall, its swell can travel vast distances and bring destructive energy to distant coastlines...
This record merges data from satellites such as #SARAL, #Jason3, #Copernicus #Sentinel 3A and 3B, Copernicus #Sentinel6 Michael Freilich, #CryoSat and #CFOSAT…”
#GIS #spatial #mapping #remotesensing #earthobservation #satellite #ocean #marine #oceanwaves #waves #swell #storm #extremeweather #risk #hazard #impacts #humanimpacts #coast #coastline #longswells #energy #erosion #weather #longwaves #ESA #ClimateChangeInitiative #CCI #SeaState #meteorology #coastalengineering #mitigation #ESA
@europeanspaceagency -
Absence Of Seasonal Upwelling In The Gulf Of Panama
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https://www.copernicus.eu/en/media/image-day-gallery/absence-seasonal-upwelling-gulf-panama <-- shared technical article
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https://doi.org/10.1073/pnas.2512056122 <-- shared paper
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#GIS #spatial #mapping #naturalevents #water #climatechange #coast #coastal #environment #water #waterresources #remotesensing #earthobservation #satellite #copernicus #sentinel #marine #ocean #GulfofPanama #centralamerica #marinehealth #ecosystem #health #tradewind #seasonal #ecology #nutrients #temperature #coldwater #upwelling #IntertropicalConvergenceZone #LaNiña #consequences #fisheries #economies #foodsecurity #impacts #humanimpacts -
I'm starting to work with #Microsoft #Sentinel, so I want to teach myself the basics of #KQL. There's a tutorial: https://learn.microsoft.com/en-us/kusto/query/tutorials/learn-common-operators . It sends me to https://learn.microsoft.com/en-us/fabric/real-time-intelligence/sample-gallery to get the sample data.
I follow the instructions and end up with data that doesn't match the tutorial so none of the queries in the tutorial work (the query expects a table "StormEvents", the data has "Weather" instead).
This is first experience Microsoft gives to people trying to learn their technology.
smdh -
How to Use Azure Monitor to Gain Insights and Ensure Application Health
In modern cloud environments, maintaining the health and performance of applications is critical. Azure Monitor provides a full-stack monitoring solution that enables organizations to track metrics, diagnose issues, and gain deep insights into their applications and infrastructure. #azuremonitor #CloudMonitoring #ContainerInsights #devops #kql #loganalytics #sentinel #siem #threatdetection
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A summary update on Azure News that includes updates released from Microsoft Azure related to Azure, Architecture, Compute, and Sentinel topics. Every update is linked to it's original Microsoft Azure, Microsoft Sentinel or other blog source. Hopefully this will save you some time digging around to find recent releases and changes. #azurecloud #azurenews #copilot #databricks #expressroute #grs #log_analytics #news #playbook #prompt #sentinel #SSD
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A summary update on Azure News that includes updates released from Microsoft Azure related to Azure, Architecture, Compute, and Sentinel topics. Every update is linked to it's original Microsoft Azure, Microsoft Sentinel or other blog source. Hopefully this will save you some time digging around to find recent releases and changes. #azurecloud #azurenews #copilot #databricks #expressroute #grs #log_analytics #news #playbook #prompt #sentinel #SSD
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A summary update on Azure News that includes updates released from Microsoft Azure related to Azure, Architecture, Compute, and Sentinel topics. Every update is linked to it's original Microsoft Azure, Microsoft Sentinel or other blog source. Hopefully this will save you some time digging around to find recent releases and changes. #azurecloud #azurenews #copilot #databricks #expressroute #grs #log_analytics #news #playbook #prompt #sentinel #SSD
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𝗛𝗼𝘄 𝘁𝗼 𝗰𝗼𝗹𝗹𝗲𝗰𝘁 𝗰𝘂𝘀𝘁𝗼𝗺 𝗲𝘃𝗲𝗻𝘁 𝗜𝗗𝘀 𝘁𝗼 𝗠𝗶𝗰𝗿𝗼𝘀𝗼𝗳𝘁 𝗦𝗲𝗻𝘁𝗶𝗻𝗲𝗹
Microsoft Sentinel is Microsoft's SIEM/SOAR. It is used to collect and evaluate logs.
If you choose to collect security logs from Windows Server, Microsoft Sentinel can collect predefined log sets using the built-in settings. By default, you have the option to select from the predefined sets All Security Events, Common, or Minimal.
However, if you need to collect some custom Event IDs that do not belong to the above built-in categories, or simply want your own set of Event IDs to collect, you can define your own Event IDs using XPath queries.
XPath (XML Path Language) is a query language used for selecting nodes from an XML document. It allows you to navigate through elements and attributes in XML documents, making it a powerful tool for extracting specific pieces of information. XPath is commonly used in combination with XML parsers to filter and locate data based on complex conditions.
Read my blog post bellow 👇 👇
https://www.cswrld.com/2025/06/how-to-collect-custom-event-ids-to-microsoft-sentinel/ -
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 -
Avalanche Debris Detection From Sentinel-2 Data Using Fuzzy Machine Learning And Colour Spaces For The Indian Himalaya
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https://doi.org/10.1080/2150704X.2025.2488532 <-- shared paper
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#GIS #spatial #mapping #snowavalanches #snow #avalanches #machinelearning #fuzzyclassification #SVM #AI #randomforest #model #modeling #forecasting #risk #hazard #massmovement #engineeringgeology #remotesensing #earthobservation #imagery #spatialanalysis #spatiotemporal #change #debris #detection #satellite #sentinel #Himalaya #Himalayas #performance -
Avalanche Debris Detection From Sentinel-2 Data Using Fuzzy Machine Learning And Colour Spaces For The Indian Himalaya
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https://doi.org/10.1080/2150704X.2025.2488532 <-- shared paper
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#GIS #spatial #mapping #snowavalanches #snow #avalanches #machinelearning #fuzzyclassification #SVM #AI #randomforest #model #modeling #forecasting #risk #hazard #massmovement #engineeringgeology #remotesensing #earthobservation #imagery #spatialanalysis #spatiotemporal #change #debris #detection #satellite #sentinel #Himalaya #Himalayas #performance -
Avalanche Debris Detection From Sentinel-2 Data Using Fuzzy Machine Learning And Colour Spaces For The Indian Himalaya
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https://doi.org/10.1080/2150704X.2025.2488532 <-- shared paper
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#GIS #spatial #mapping #snowavalanches #snow #avalanches #machinelearning #fuzzyclassification #SVM #AI #randomforest #model #modeling #forecasting #risk #hazard #massmovement #engineeringgeology #remotesensing #earthobservation #imagery #spatialanalysis #spatiotemporal #change #debris #detection #satellite #sentinel #Himalaya #Himalayas #performance -
Avalanche Debris Detection From Sentinel-2 Data Using Fuzzy Machine Learning And Colour Spaces For The Indian Himalaya
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https://doi.org/10.1080/2150704X.2025.2488532 <-- shared paper
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#GIS #spatial #mapping #snowavalanches #snow #avalanches #machinelearning #fuzzyclassification #SVM #AI #randomforest #model #modeling #forecasting #risk #hazard #massmovement #engineeringgeology #remotesensing #earthobservation #imagery #spatialanalysis #spatiotemporal #change #debris #detection #satellite #sentinel #Himalaya #Himalayas #performance -
Data In Action: The 2022 Hunga-Tonga Hunga-Ha′Apai Eruption - Altimetry Data And Models Help Us Understand How A Volcanic Eruption Generated A Tsunami
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https://podaac.jpl.nasa.gov/DataAction-2025-03-20-The-2022-Hunga-Tonga-Hunga-Haapai-eruption-Altimetry-data-and-models-help-us-understand-how-a-volcanic-eruption-generated-a-tsunami <-- shared technical article
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https://doi.org/10.1038/s43247-024-01694-z <-- shared paper
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https://podaac.jpl.nasa.gov/dataset/JASON_CS_S6A_L2_ALT_LR_RED_OST_NTC_F08 <-- shared NASA dataset - Sentinel-6A MF Jason-CS L2 P4 Altimeter Low Resolution (LR) NTC Reduced Ocean Surface Topography F08
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#GIS #spatial #mapping #earthobservation #remotesensing #fedscience #tonga #HungaTonga #HungaHaApai #eruption #volcanic #volcano #Pacific #marine #geology #engineeringgeology #risk #hazard #satellite #altimetry #data #model #model #spatialanalysis #Tsunami #risk #hazard #monitoring #coast #coastal #naturalhazard #Sentinel #sealevel #warning #earlywarning
@nasa -
The Harmonized Landsat Sentinel-2 Project Releases Vegetation Indices
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https://www.earthdata.nasa.gov/news/harmonized-landsat-sentinel-2-project-releases-vegetation-indices <-- shared technical article
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https://hls.gsfc.nasa.gov/ <-- shared NASA Harmonized Landsat Sentinel-2 Project page
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https://youtu.be/63ljR84c85M?si=3Q0PDOuFgKG8nIrA <-- shared NASA overview video
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#GIS #spatial #mapping #fedscience #OPERA #remotesensing #earthobservation #satellite #opendata #global #vegetation #indices #HLS #Landsat #Sentinel #HLSL30VI #HLSSS30VI #greenness #moisturecontent #burned #change #OLI #MultiSpectral #NDVI
@nasa | @ESA -
The Harmonized Landsat Sentinel-2 Project Releases Vegetation Indices
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https://www.earthdata.nasa.gov/news/harmonized-landsat-sentinel-2-project-releases-vegetation-indices <-- shared technical article
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https://hls.gsfc.nasa.gov/ <-- shared NASA Harmonized Landsat Sentinel-2 Project page
--
https://youtu.be/63ljR84c85M?si=3Q0PDOuFgKG8nIrA <-- shared NASA overview video
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#GIS #spatial #mapping #fedscience #OPERA #remotesensing #earthobservation #satellite #opendata #global #vegetation #indices #HLS #Landsat #Sentinel #HLSL30VI #HLSSS30VI #greenness #moisturecontent #burned #change #OLI #MultiSpectral #NDVI
@nasa | @ESA -
The Harmonized Landsat Sentinel-2 Project Releases Vegetation Indices
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https://www.earthdata.nasa.gov/news/harmonized-landsat-sentinel-2-project-releases-vegetation-indices <-- shared technical article
--
https://hls.gsfc.nasa.gov/ <-- shared NASA Harmonized Landsat Sentinel-2 Project page
--
https://youtu.be/63ljR84c85M?si=3Q0PDOuFgKG8nIrA <-- shared NASA overview video
--
#GIS #spatial #mapping #fedscience #OPERA #remotesensing #earthobservation #satellite #opendata #global #vegetation #indices #HLS #Landsat #Sentinel #HLSL30VI #HLSSS30VI #greenness #moisturecontent #burned #change #OLI #MultiSpectral #NDVI
@nasa | @ESA -
The Harmonized Landsat Sentinel-2 Project Releases Vegetation Indices
--
https://www.earthdata.nasa.gov/news/harmonized-landsat-sentinel-2-project-releases-vegetation-indices <-- shared technical article
--
https://hls.gsfc.nasa.gov/ <-- shared NASA Harmonized Landsat Sentinel-2 Project page
--
https://youtu.be/63ljR84c85M?si=3Q0PDOuFgKG8nIrA <-- shared NASA overview video
--
#GIS #spatial #mapping #fedscience #OPERA #remotesensing #earthobservation #satellite #opendata #global #vegetation #indices #HLS #Landsat #Sentinel #HLSL30VI #HLSSS30VI #greenness #moisturecontent #burned #change #OLI #MultiSpectral #NDVI
@nasa | @ESA -
The Harmonized Landsat Sentinel-2 Project Releases Vegetation Indices
--
https://www.earthdata.nasa.gov/news/harmonized-landsat-sentinel-2-project-releases-vegetation-indices <-- shared technical article
--
https://hls.gsfc.nasa.gov/ <-- shared NASA Harmonized Landsat Sentinel-2 Project page
--
https://youtu.be/63ljR84c85M?si=3Q0PDOuFgKG8nIrA <-- shared NASA overview video
--
#GIS #spatial #mapping #fedscience #OPERA #remotesensing #earthobservation #satellite #opendata #global #vegetation #indices #HLS #Landsat #Sentinel #HLSL30VI #HLSSS30VI #greenness #moisturecontent #burned #change #OLI #MultiSpectral #NDVI
@nasa | @ESA -
#DLR:
"
Satellitendaten zur LandwirtschaftDiese Feldfrüchte wachsen in Deutschland – Auswertung für sechs Jahre
"
https://www.dlr.de/de/aktuelles/nachrichten/2024/diese-feldfruechte-wachsen-in-deutschland-auswertung-fuer-sechs-jahre21.11.2024
#Copernicus #EOC #Erdbeobachtung #Fernerkundung #Landwirtschaft #Satelliten #Sentinel #SpaceFlight #Raumfahrt
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Companies often do not want to send some data sources to #Sentinel because they contain large amounts of data and are therefore expensive. But did you know that you can set up filters and collect only what you really need?
The so-called Data Collection Rules (#DCR) are used for this purpose. They are commonly used to filter, for example, specific event IDs within Windows Security Events.
But did you know that you can also use them to filter data from built-in connectors, typically from Microsoft Entra ID for example? https://techcommunity.microsoft.com/blog/microsoftsentinelblog/save-money-on-your-sentinel-ingestion-costs-with-data-collection-rules/4270256
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🌍Global edition of
We all think we know how much usable #Landsat and #Sentinel-2 data is in the archives🛰️
Spoiler alert: most of the time we are wrong!🚨See our new paper and dataset to check 1982-2023 data availability for your study site:
https://tinyurl.com/yc82epfx
#GEE data viewer: https://tinyurl.com/322e63p2