-
Posts
103,791 -
Joined
-
Last visited
Content Type
Profiles
Blogs
Forums
American Weather
Media Demo
Store
Gallery
Everything posted by Ginx snewx
-
White Christmas Miracle? December 23-24th
Ginx snewx replied to Baroclinic Zone's topic in New England
-
White Christmas Miracle? December 23-24th
Ginx snewx replied to Baroclinic Zone's topic in New England
High definition RGEM gon wild -
December 2025 regional war/obs/disco thread
Ginx snewx replied to Torch Tiger's topic in New England
I wake up every night for a bathroom trip. Keep the Euro loaded on the phone. Quick check then back to sleep. -
December 2025 regional war/obs/disco thread
Ginx snewx replied to Torch Tiger's topic in New England
-
White Christmas Miracle? December 23-24th
Ginx snewx replied to Baroclinic Zone's topic in New England
EPS getting juicy for us. We talked about this overrunning setup for 2 weeks. Its here and who scores is still up in the air. Good luck to all. -
December 2025 regional war/obs/disco thread
Ginx snewx replied to Torch Tiger's topic in New England
Thats a overunning prolific snow storm on the 6z Euro. Ongoing at day 6 -
White Christmas Miracle? December 23-24th
Ginx snewx replied to Baroclinic Zone's topic in New England
-
White Christmas Miracle? December 23-24th
Ginx snewx replied to Baroclinic Zone's topic in New England
-
You can see all the personal wx stations went down at the same time here. Right when gusts were starting to crank and it was raining hard.
-
White Christmas Miracle? December 23-24th
Ginx snewx replied to Baroclinic Zone's topic in New England
Who pisses in your Cheerios every day. -
December 2025 regional war/obs/disco thread
Ginx snewx replied to Torch Tiger's topic in New England
Really easy to find. https://weathersats.com/the-evolution-and-future-of-ai-in-weather-forecasting/#:~:text=AI Models Enhancing Numerical Weather,forecasts more frequently and accurately. Normalization and Formatting: Data, often in GRIB or NetCDF formats, is cleaned and structured into consistent grids, frequently at 0.25-degree resolution. Feature Engineering: Raw data is converted into actionable features, such as calculating "feels like" temperature or creating precipitation intensity categories. Data Assimilation for "Real-Time" Updates AI models use advanced techniques to ingest the current state of the atmosphere into the model to begin a forecast: AI-Driven Assimilation: Instead of traditional, slow numerical methods, AI accelerates the integration of new observations by filling in data gaps in regions where measurements are sparse. Hybrid Approaches: Some models, such as NeuralGCM, blend AI with traditional physical simulations to ensure the input data respects atmospheric dynamics. Specialized Adapters: To shift from historical training data to live data, models may use specialized neural network architectures (like U-Net) to map real-time, "messy" data into the same format used for training. Key Technologies Used Neural Networks (CNNs/RNNs): Convolutional Neural Networks analyze spatial satellite imagery, while Recurrent Neural Networks process time-series data. Cloud Platforms: Models are often hosted on AWS, Google Cloud, or Microsoft Azure to manage the high volume of data. Transformers: Used to process long-range dependencies in atmospheric data. -
White Christmas Miracle? December 23-24th
Ginx snewx replied to Baroclinic Zone's topic in New England
I remember when people complained about the Juju word back on Eastern. Lol There was no Grinch storm instead its a Christmas miracle. Festivus for the rest of us. -
White Christmas Miracle? December 23-24th
Ginx snewx replied to Baroclinic Zone's topic in New England
-
I think Ineedsnow mentioned it; definitely a flash freeze here.
-
Guys coming tomorrow
-
Snow 38⁰
-
Wut? Pick it
-
Nice
-
-
-
Timing ?
-
The new wx station at 395 probably 2 miles due west HD 59 it's probably close. Edit actually neighbors nearby had 57.7
-
No idea just got power back 55?
-
You valley inland dudes...
-
