Microsoft's Aurora AI 🤖 uses AI to accurately predict air quality, typhoons, & weather! This tech enables better disaster prep, public health & more.
SoftSasi helps businesses leverage data for predictive analytics, just like Aurora AI. Learn more! ➡️ www.softsasi.com #AI #WeatherPrediction #DataAnalytics
Microsoft's Aurora AI ☁️ revolutionizes weather forecasting, predicting air quality & typhoons with incredible accuracy! 🌪️
SoftSasi can enhance this by offering:
✅Data Integration
✅Custom Software Development
✅Cloud Solutions
Learn more: www.softsasi.com #AI #WeatherPrediction #Innovation
Researchers unveil Aardvark, an AI-powered weather prediction system that uses thousands of times less computing power and delivers results much faster than current methods. A game-changer for #AI and #WeatherTech! 🌦️ #AI #MachineLearning #WeatherPrediction #Innovation
Automated weather map display (Cartography 🗺️)
An automated weather map display shows updated weather maps or other images for public viewing.
https://en.wikipedia.org/wiki/Automated_weather_map_display
#AutomatedWeatherMapDisplay #Cartography #WeatherPrediction #Visualization
"NOAA Global Systems Laboratory, NOAA Physical Science Laboratory, The Cooperative Institute for Earth Systems Research in Environmental Sciences and Data Science, and NOAA Office of Science and Technology all provided financial support for the workshop."
An intricate apparatus and national asset now being destroyed by obsessed simpletons.
https://journals.ametsoc.org/view/journals/bams/106/2/BAMS-D-24-0062.1.xml
Despite all the hype, #AI chips are making startling advances in science. Numerical #weatherprediction takes hours to run on a supercomputer with 10's of thousands of cores. After one week of training, a machine learning model can produce better results on a single #tensor processing chip in just 8 minutes. The forecast is good out to 15 days. https://www.theguardian.com/science/2024/dec/04/google-deepmind-predicts-weather-more-accurately-than-leading-system
DeepMind AI predicts weather more accurately than existing forecasts
AI to Revolutionize Weather Prediction, but It’s up to Us to Act on It
#Tech #Environment #AI #ClimateChange #CarbonRemoval #WeatherPrediction #ClimateAction #CleanEnergy #TechForGood #Sustainability #CarbonRemoval #GreenTech #ESG #ESGGoals #ExtremeGoals
https://the-14.com/ai-to-revolutionize-weather-prediction-but-its-up-to-us-to-act-on-it/
Climate Change Key Driver Of Catastrophic Impacts Of Hurricane Helene That Devastated Both Coastal And Inland Communities [technical report]
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http://alturl.com/5n38k <-- shared technical report
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#GIS #spatial #mapping #spatialanalysis #hurricane #hurricanehelene #spatiotemporal #risk #hazard #naturaldisaster #impact #climatechange #precipitation #seasurfacetemperature #Appalachia #damage #loss #infrastructure #deaths #rainfall #precipitation #flood #flooding #engineeringgeology #erosion #massmovement #mudslides #landslides #debrisflows #disastermanagement #prediction #mitigation #climatemodels #model #modeling #spatiotemporal #IRIS #winds #extremeweather #weather #storm #humanimpacts #costs #economy #SST #warning #weatherprediction #dams #reservoirs #loss #lossoflife
More than 40% of all tropical activity in a typical season occurs after September 10, so there’s plenty of precedent for storms 🌪️ https://edition.cnn.com/2024/09/06/weather/hurricane-season-atlantic-storms-climate/index.html
Analysis-Ready, Cloud Optimized ERA5
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https://github.com/google-research/arco-era5 <-- git hub repository
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I am trying to understand all the technical details and use case(s) for this project, but I will get there – but thought others might find it of interest..
#GIS #spatial #mapping #remotesensing #ARCO #ERA5 #global #spatialanalysis #spatiotemporal #code #model #modeling #visualisation #global #GitHub #opensource #hourly #GoogleCloudPublicDatasets #climate #climatechange #ECMWF #atmosphere #weather #extremeweather #NWP #weatherprediction #numericalweatherprediction #meteorology #interpolation #preprocessing #dataprovenance
ArchesWeather: An efficient AI weather forecasting model at 1.5° resolution
The rain forecast has been extremely unreliable lately. 100% predicted even hours away, then nothing.
I think a lot of weather models take past weather patterns into account, and that just doesn't work in a world with climate change.
#climatechange #weather #arkansasweather #weatherpatterns #weatherprediction #meteorology #climatecollapse
GraphCast - AI Model For Faster And More Accurate Global Weather Forecasting [Google]
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https://deepmind.google/discover/blog/graphcast-ai-model-for-faster-and-more-accurate-global-weather-forecasting/ <-- shared technical article
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https://doi.org/10.1126/science.adi2336 <-- shared paper
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#GIS #spatial #mapping #GraphCast #Google #GoogleDeepMind #weather #weatherforecast #weatherforecasting #extremeweather #model #modeling #numericmodeling #risk #hazard #global #climatechange #AI #artificalintelligence #spatialanalysis #spatiotemporal #cyclones #hurricanes #atmosphericriver #flood #floodrisk #flooding #precipitation #rainfall #heatwave #extremeheat #extremetemperatures #weatherprediction #opensource #humanimpacts #security
@Google @GoogleDeepMind
Our #ECMWF machine learning weather forecast is public! 🌦️
Right on time for the weekend, too!
It's an alpha version for now, because the whole team is working hard to wrestle every iota of performance from our graph NN #AIFS.
But even as an alpha version, it's playing in the big leagues.
I am so excited to finally share this with you! 🚀
I'll link our blog post and the forecast below. Make sure to share this with your colleagues and machine-learning-curious friends!
Still can't believe how far these people have made it in this short time, running four machine learning models operationally, with one developed in-house.
Your Weekend forecast: https://charts.ecmwf.int/?facets=%7B%22Product%20type%22%3A%5B%22Experimental%3A%20AIFS%22%5D%7D
More to come soon!
I was wondering why #BigTech companies were pushing into #WeatherPrediction and #ClimateModelling, but this assessment by a Swiss official seems plausible.
"Big Tech’s arrival on the weather forecasting scene is not purely based on scientific curiosity. [...] Our economies are becoming increasingly dependent on weather, especially with the rise of renewable energy. [...] Tech companies’ businesses are also linked to weather"
https://www.technologyreview.com/2023/07/11/1076067/weather-forecasting-is-having-an-ai-moment/
A Minimal Example of Machine Learning (with scikit-learn)
#machinelearning
#ArtificialIntelligence
#deeplearning
#sklearn
#scikitlearn
#scikit
#python
#coding
#learning
#intelligence
#machine
#learn
#prediction
#predictions
#weatherprediction
#weather
The rise of machine learning in weather forecasting! ⛈
We wrote a big science blog about the last year in AI & weather!
How do we approach these rapid developments by NVIDIA, Huawei and even Google DeepMind?!
Read about the last year in the context of AI for weather and what's ahead. We at the European Centre for Medium-Range Weather Forecasts put a bit of work in giving a really nice overview and running all the new open-source models for your convenience!
Read the blog: https://www.ecmwf.int/en/about/media-centre/science-blog/2023/rise-machine-learning-weather-forecasting
Authors are: Matthew Chantry, Zied Ben Bouallègue, Linus Magnusson, Michael Maier-Gerber, and Jesper Dramsch.
#WeatherPrediction #MachineLearning #python #DeepLearning #kaggle #career #tech #science #google #deepmind #nvidia #huawei
☁️ Ready to predict the weather like a pro? ClimaX uses AI to simplify complex weather and climate modeling. #AI #weatherprediction #ClimaX #Microsoft #RefinedCreators #Weather https://t.co/CNaz5Jz6Kd
