#weatherprediction — Public Fediverse posts
Live and recent posts from across the Fediverse tagged #weatherprediction, aggregated by home.social.
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I turned a Raspberry Pi into a tiny weather intelligence powerhouse
A Raspberry Pi Zero 2 W paired with a Sense HAT V2 runs a fully self-contained, edge-native machine learning weather station with no cloud, GPU, or heavy ML frameworks. The system uses pure NumPy implementations of Recursive Least Squares, Kalman filtering, conformal prediction, and drift detection, staying under 150 MB RAM. The station continuously updates its own statistical model of local atmospheric conditions, produces calibrated uncertainty intervals, and renders animated forecasts on […]https://kemal.yaylali.uk/i-turned-a-raspberry-pi-into-a-tiny-weather-intelligence-powerhouse/
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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 -
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/ -
Flood Guidance Statement [modeling & mapping, UK]
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https://www.rgs.org/geography/geovisualisation/flood-guidance-statement/ <-- shared article
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#GIS #spatial #model #weather #weatherprediction #extremeweather #visualisation #model #modeling #information #firstresponders #firstresponder #emergencyresponse #emergencypreparedness #emergencymanagement #planning #preparation #information #dissemination #water #climate #climatechange #flood #flooding #environment #data #civil #team #event #events #publicsafety #preparedness #rainfall #predication #coastal #groundwater #surfacewater #England #Wales #UK #county #probability #probabilities #responders #gischat