🚀 RF Swift v0.7.1!
New "--realtime" mode and associated features ⚡ Killing SDR buffer underruns!
rfswift run -i <image> -n sdr --realtime
📡 rfswift.io
#SDR #HamRadio #RF #pentesting #realtime

Letzten Donnerstag in China bestellt. Heute angekommen. Ein Frequenzgenerator von 23.5 MHz bis 6 GHz. Einigermaßen genau. Allerdings dank Rechtecksignal Oberwellen bis sonstwo. Ergo nicht an eine Antenne anschließen. Aber was will man für 47€ auch besseres erwarten. Für meine Zwecke reicht es. #elektronik #rf #generator #hamradio
https://de.aliexpress.com/item/1005008677835655.html

Ставрополь, Ставропольский край | Stavropol, Stavropol region, 2021.
(c) Sergey Trapezin

#closeuprussia #sergeitrapezin #rf #photography #photo

@rf

Improving Forest Loss Mapping In Nepal Using Landtrendr Time-Series And Machine Learning
--
https://doi.org/10.1016/j.rsase.2025.101864 <-- share paper
--
“HIGHLIGHTS:
• ViT-based forest mask, multispectral ensemble LandTrendr and terrain shadow mask.
• District-level RF/XGBoost model training with expert-weighted validation.
• Outperformed GFC and REDD + AI benchmarks in accuracy and F1 performance.
• RF excelled in High Mountains/Himalayas; XGBoost in the lower Mountain regions.
• NBR contributed the most; snow-impacted forest loss uncertainty was observed..."
#Forestdisturbance #forest #disturbance #remotesensing #LandTrendr #workflow #timeseries #ViT #RF #XGBoost #GEE #Nepal #ForestNepal #spatial #GIS #mapping #earthobservation #landsat #Himalayas #mountains #alpine #vegetation #AI #multispectral #monitoring #spatialanalysis #spatiotemporal #loss #change #machinelearning #NDR #conservation #planning #policy #mitagion #ecology #Karnali #Bagmati, #Darchula #Siwalik #GlobalForestChange #Degradation

🔌 Did you know? RF Swift can run totally disconnected! Perfect for classified environments 🔒 https://rfswift.io/docs/air-gapped-installation/ 🚀
#RF #Hacking #pentest #lab #disconnected #air-gapped #classified