Got that Friday feeling and dropped my slides on building novel detections with SOC analytics:

Got that Friday feeling and dropped my slides on building novel detections with SOC analytics:
Pantanal Wetland Wildfires Are Associated With Drought In Interconnected Biomes [Bolivia, Brazil & Paraguay]
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https://doi.org/10.1007/s11069-025-07446-2 <--
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#GIS #spatial #mapping #floodplain #Pantanal #tropical #wetland #Wildfires #Drought #extremeweather #climatechange #Biomes #Bolivia #Brazil #Paraguay #SouthAmerica #risk #hazard #fire #spatialanalysis #spatiotemporal #opendata #remotesensing #water #hydrology #landuse #landcover #humanimpacts #biosphere #monitoring #mitigation #management #planning #detection #fireresponse
NASA Satellite Captures Massive Wastewater Flow off California Coast. Turns out, NASA’s spectroscopic imaging tool, EMIT, can detect water pollution. #NASA #pollution #satelliteimagery #detection #wastewater https://gizmodo.com/nasa-satellite-captures-massive-wastewater-flow-off-california-coast-2000615580
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
New Sargassum System Takes Aim At A Troublesome Seaweed
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https://www.usf.edu/marine-science/news/2025/new-sargassum-system-takes-aim-at-a-troublesome-seaweed.aspx <-- shared article
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https://coastalscience.noaa.gov/project/developing-an-operational-sargassum-hab-monitoring-and-forecasting-system-for-the-southeastern-u-s-and-u-s-caribbean/ <-- shared technical article
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#GIS #spatial #mapping #remotesensing #satellite #fedscience #earthobservation #Caribbean #florida #puertorico #USVI #seaweed #Sargassum #risk #hazard #damage #impact #cleanup #removal #cost #economics #fisheries #tourism #mitigation #spatialanalysis #detection #spatiotemporal #marine #algal #algalbloom #SargassumWatchSystem #costsaving #inundation #imagery #harmfulalgalbloom #HAB #biomass
@NOAA
The Diverse Mountainous Landslide Dataset (DMLD) - A High-Resolution Remote Sensing Landslide Dataset in Diverse Mountainous Regions
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https://doi.org/10.3390/rs16111886 <-- shared paper
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#GIS #spatial #mapping #landslide #dataset #detection #deeplearning #remotesensing #highresolution #earthobservation #massmovement #geology #engineeringgeology #risk #hazard #naturaldisaster #machinelearning #AI #mountain #mountainous #region #China #Yunnan #casestudy #geomorphlogy #geomorphometry #India #NewZealand #Kodagu #Kaikoura #cost #economics #infrastructure #publicsafety #spatialanalysis #model #modeling
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
Wildlife Protection System for Train Safety
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https://github.com/Vinonsan/Srilankan-Railway-Safety-system <-- shared GitHub repository
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#GIS #spatial #mapping #TechForGood #WildlifeConservation #AI #MachineLearning #ObjectDetection #ReactJS #NodeJS #Innovation #Sustainability #ConservationTech #AIForConservation #srilanka #risk #hazard #safety #model #modeling #mitigation #elephant #bull #wildlife #livestock #protection #realtime #detection #weather #safety #railroad #train #transportation #infrastructure #spatialanalysis #conservation #railway #railroad #economics
A Google-Backed… [Satellite] To [Help] Battle Wildfires Made It Into Orbit
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https://techcrunch.com/2025/03/17/a-google-backed-weapon-to-battle-wildfires-made-it-into-orbit/ <-- shared technical article
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https://sites.research.google/gr/wildfires/firesat/ <-- shared Google FireSat home page
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https://youtu.be/pmQlXLaHT_Y?si=q3wM80t7qQysAQxU <-- shared video overview of FireSat
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https://www.earthfirealliance.org/ <-- shared Earth Fire Alliance home page
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[this post should not be considered an endorsement of this product]
#GIS #spatial #mapping #FireSat #monitoring #fire #wildfire #EarthFireAlliance #Google #satellite #remotesensing #earthobservation #detection #tracking #earlywarning #multispectral #infrared #spatialanalysis #spatiotemporal #risk #hazard #climatechange #extremeweather #impacts #humanimpacts #infrastructure #damage #AI #machinelearning #emergencyresponse #model #modeling
@Google @GoogleResearch @EarthFireAlliance @MuonSpace
More ships in Gulf of Finland are hiding their locations https://www.byteseu.com/840452/ #AIS #coast #detection #Finland #Finnish #guard #GulfOfFinland #hiding #location #off #rise #Russia #Sanctions #Ships #tracking
Losing your phone can be a nightmare. Enabling anti-theft features on your device like Theft Detection Lock and Offline Device Lock keeps your data safe and improves your odds of recovering your phone.
#android #theft #detection #lock #safety #security
https://www.androidpolice.com/android-enable-anti-theft-features-guide/
GitHub - automatic-ripping-machine/automatic-ripping-machine: Automatic Ripping Machine (ARM) Scripts https://github.com/automatic-ripping-machine/automatic-ripping-machine #OpenSource #automation #detection #GitHub #audio #video #disc #dvd #rip #cd
Users of some of the less well-known web browsers, like Pale Moon, are getting blocked from accessing multiple sites by Cloudflare's flaky browser-detection routines.
#cloudflare #browser #detection
https://www.theregister.com/2025/03/04/cloudflare_blocking_niche_browsers/
Your Android phone comes with a number of useful features that hopefully you’ll never have to use — and crash detection falls into that category. Here's how to set it up.
#android #crash #detection
https://www.theverge.com/how-to/617644/crash-detection-pixel-android-how-to
The analysis reveals I2PRAT as an emerging threat with activity noted from October 2024 to January 2025. As part of the investigation and within our mission to enhance cyber threat #detection, we also share some #Sigma and #Suricata detection rules!
https://github.com/SEKOIA-IO/Community/tree/main/IOCs/I2PRAT
@Crell is it an oversight that get_class_vars is unable to see the property hooks I know I should be using Reflection but get_object_vars is able to see them. For reference https://3v4l.org/qdcah
New theft detection barriers have now been added to Android. These theft detection features are designed to automatically figure out that your phone has been swiped, and then do something about it.
#android #theft #detection #security
https://www.popsci.com/diy/how-to-set-up-theft-detection-android/
Detected a C2 framework in RAM today with velociraptor. Dumped the process memory with velo, created a zignature with radare2.
Never thought I'd ever reach that level...
Blogpost and velo artifact incoming
TDR analysts discovered a new Adversary-in-the-Middle (#AiTM) #phishing kit, specifically targeting Microsoft 365 accounts and circumventing 2-step verification: Sneaky 2FA
https://blog.sekoia.io/sneaky-2fa-exposing-a-new-aitm-phishing-as-a-service/
Magika: identyfikacja plików za pomocą głębokiego uczenia ( https://nfsec.pl/security/6576 ) #linux #file #type #detection #ml #machinelearning #google #twittermigration